Joyce McKiver v. Murphy-Brown, LLC ( 2020 )


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  •                                          PUBLISHED
    UNITED STATES COURT OF APPEALS
    FOR THE FOURTH CIRCUIT
    No. 19-1019
    JOYCE MCKIVER; DELOIS LEWIS; DAPHNE MCKOY; ALEXANDRIA
    MCKOY; ANTONIO KEVIN MCKOY; ARCHIE WRIGHT, JR.; TAMMY
    LLOYD; DEBORAH JOHNSON; ETHEL DAVIS; PRISCILLA DUNHAM,
    Plaintiffs - Appellees,
    and
    DENNIS MCKIVER, JR.; LAJUNE JESSUP; DON LLOYD, Administrator of the
    Estate of Fred Lloyd; TERESA LLOYD; TANECHIA LLOYD; CARL LEWIS;
    ANNETTE MCKIVER; KAREN MCKIVER; BRIONNA MCKIVER; EDWARD
    OWENS; DAISY LLOYD; A. (DAUGHTER); A. (SON),
    Plaintiffs,
    v.
    MURPHY-BROWN, LLC, d/b/a Smithfield Hog Production Division,
    Defendant – Appellant.
    ------------------------------
    AMERICAN FARM BUREAU FEDERATION; NATIONAL PORK
    PRODUCERS COUNCIL; NORTH CAROLINA FARM BUREAU
    FEDERATION; NORTH CAROLINA PORK COUNCIL; NORTH AMERICAN
    MEAT INSTITUTE; NATIONAL ASSOCIATION OF MANUFACTURERS;
    GROCERY    MANUFACTURERS     ASSOCIATION;   CHAMBER     OF
    COMMERCE OF THE UNITED STATES OF AMERICA; NATIONAL TURKEY
    FEDERATION; NATIONAL CHICKEN COUNCIL; JOEY D. CARTER; JOEY
    CARTER FARMS; WILLIAM R. KINLAW; KINLAW FARMS, LLC; PAUL
    STANLEY; PAGLE CORP.; GREENWOOD LIVESTOCK, LLC,
    Amici Supporting Appellant.
    LAW PROFESSORS WITH EXPERTISE IN TORT AND REGULATORY LAW;
    AMERICAN ASSOCIATION FOR JUSTICE; NORTH CAROLINA JUSTICE
    CENTER; HUMANE SOCIETY OF THE UNITED STATES; PUBLIC JUSTICE,
    P.C.; FOOD & WATER WATCH; WATERKEEPER ALLIANCE, INC.; NORTH
    CAROLINA      ENVIRONMENTAL     JUSTICE   NETWORK;    RURAL
    EMPOWERMENT ASSOCIATION FOR COMMUNITY HELP; DR.
    LAWRENCE CAHOON; ELIZABETH CHRISTENSON; DR. BRETT
    DOHERTY; MIKE DOLAN FLISS; DR. JILL JOHNSTON; BOB MARTIN; DR.
    SARAH RHODES; DR. ANA MARIA RULE; DR. SACOBY WILSON; DR.
    COURTNEY WOODS,
    Amici Supporting Appellee.
    Appeal from the United States District Court for the Eastern District of North Carolina, at
    Wilmington. W. Earl Britt, Senior District Judge. (7:14-cv-00180-BR; 5:15-cv-
    00013.BR)
    Argued: January 31, 2020                                    Decided: November 19, 2020
    Before WILKINSON, AGEE and THACKER, Circuit Judges.
    Affirmed in part, vacated and remanded in part by published opinion. Judge Thacker wrote
    the opinion, in which Judge Wilkinson concurred. Judge Wilkinson wrote a concurring
    opinion. Judge Agee wrote an opinion concurring in part and dissenting in part.
    ARGUED: Stuart Alan Raphael, HUNTON ANDREW KURTH, LLP, Washington, D.C.,
    for Appellant. Tillman J. Breckenridge, PIERCE BAINBRIDGE BECK PRICE &
    HECHT, LLP, Washington, D.C., for Appellee. ON BRIEF: Robert M. Tata,
    Washington, D.C., Trevor S. Cox, Kevin S. Elliker, David M. Parker, HUNTON
    ANDREWS KURTH LLP, Richmond, Virginia, for Appellant. Mona Lisa Wallace, John
    Hughes, WALLACE AND GRAHAM, P.A., Salisbury, North Carolina; Tanya Fridland,
    PIERCE BAINBRIDGE BECK PRICE & HECHT, LLP, Washington, D.C., for
    Appellees. Michael B. Kimberly, Washington, D.C., Timothy S. Bishop, Brett E. Legner,
    Jed Glickstein, Chicago, Illinois, Michael B. Kimberly, MAYER BROWN LLP,
    Washington, D.C.; Ellen Steen, Travis Cushman, AMERICAN FARM BUREAU
    FEDERATION, Washington, D.C.; Phillip Jacob Parker Jr., NORTH CAROLINA FARM
    2
    BUREAU FEDERATION, Raleigh, North Carolina; Michael C. Formica, NATIONAL
    PORK PRODUCERS COUNCIL, Washington, D.C., for Amici The American Farm
    Bureau Federation, National Pork Producers Council, North Carolina Farm Bureau
    Federation, and North Carolina Pork Council. Daryl L. Joseffer, Michael B. Schon,
    UNITED STATES CHAMBER LITIGATION CENTER, Washington, D.C., for Amicus
    Chamber of Commerce of the United States of America. Sean Marotta, HOGAN
    LOVELLS US LLP, Washington, D.C., for Amici Chamber of Commerce of the United
    States of America, North American Meat Institute, National Association of Manufacturers,
    Grocery Manufacturers Association, National Turkey Federation, and National Chicken
    Council. Matthew Nis Leerberg, Kip D. Nelson, Troy D. Shelton, FOX ROTHSCHILD
    LLP, Raleigh, North Carolina, for Amici Joey D. Carter, Joey Carter Farms, William R.
    Kinlaw, Kinlaw Farms, LLC, Paul Stanley, Pagle Corp., and Greenwood Livestock, LLC.
    Steven M. Virgil, WAKE FOREST UNIVERSITY SCHOOL OF LAW, Winston-Salem,
    North Carolina, for Amici Law Professors with Expertise in Tort and Regulatory Law.
    Elise Sanguinetti, President, Jeffrey R. White, AMERICAN ASSOCIATION FOR
    JUSTICE, Washington, D.C.; David Arbogast, ARBOGAST LAW, San Carlos,
    California, for Amicus American Association for Justice. Elizabeth Haddix, Mark
    Dorosin, JULIUS L. CHAMBERS CENTER FOR CIVIL RIGHTS, Carrboro, North
    Carolina, for Amici North Carolina Environmental Justice Network and the Rural
    Empowerment Association for Community Help. Emily P. Turner, NORTH CAROLINA
    JUSTICE CENTER, Raleigh, North Carolina; J. Jerome Hartzell, HARTZELL &
    WHITEMAN, LLP, Raleigh, North Carolina, for Amicus North Carolina Justice Center.
    Anna Frostic, Laura Fox, Peter Brandt, THE HUMANE SOCIETY OF THE UNITED
    STATES, Washington, D.C., for Amicus The Humane Society of the United States.
    Marianne Engelman-Lado, YALE SCHOOL OF FORESTRY & ENVIRONMENTAL
    STUDIES, New Haven, Connecticut; Peter Hans Lehner, Alexis Andiman,
    EARTHJUSTICE, New York, New York, for Amici Dr. Lawrence B. Cahoon, Elizabeth
    Christenson, Dr. Brett Doherty, Mike Dolan Fliss, Dr. Jill Johnston, Bob Martin, Dr. Sarah
    Rhodes, Dr. Ana María Rule, Dr. Sacoby Wilson, and Dr. Courtney Woods. Tarah
    Heinzen, FOOD & WATER WATCH, Washington, D.C., for Amicus Food & Water
    Watch. David S. Muraskin, Jessica L. Culpepper, Kellan Smith, PUBLIC JUSTICE, P.C.,
    Washington, D.C., for Amici Public Justice and Food & Water Watch. Chandra T. Taylor,
    Blakely Hildebrand, Nick Jimenez, SOUTHERN ENVIRONMENTAL LAW CENTER,
    Chapel Hill, North Carolina, for Amicus Waterkeeper Alliance.
    3
    THACKER, Circuit Judge:
    Murphy-Brown, LLC (“Appellant”) challenges a jury verdict against it awarding
    compensatory and punitive damages to neighbors of its hog production facilities. Those
    neighbors, residents of rural Bladen County, North Carolina, sought relief under state
    nuisance law from odors, pests, and noises they attribute to farming practices Appellant
    implemented at an industrial-scale hog feeding farm. Having heard evidence of those
    harms and Appellant’s role in creating them, a jury returned a verdict in favor of the
    neighbors, to the tune of $75,000 in compensatory damages per plaintiff, along with a total
    of $5 million in punitive damages, which was subsequently reduced to $2.5 million due to
    North Carolina’s punitive damages cap.
    Appellant asserts seven reasons why we should overturn the decision below and
    grant a new trial. For the reasons detailed below, we affirm the jury’s verdict as to liability
    for compensatory and punitive damages, but we vacate the award of punitive damages and
    remand for a rehearing on that issue based on our evidentiary standards.
    I.
    A.
    Appellant is a commercial hog producer, who contracted with third-party “grower”
    Kinlaw Farms LLC (“Kinlaw Farms”) to operate an industrial hog feeding facility in
    Bladen County, North Carolina. 1 Appellant is a single-member LLC of a wholly owned
    1
    Appellant is a vertically integrated hog producer, which means Appellant farms
    hogs on an industrial scale by controlling each stage of pork production from the raising
    and feeding of the livestock to slaughter and packaging for sale. Appellant operates in part
    (Continued)
    4
    subsidiary of Smithfield Foods, Inc. (“Smithfield”), which is in turn owned by WH Group
    Limited (“WH Group”), a publicly traded company based in Hong Kong.
    Industrial farming operators like Appellant require their contract growers like
    Kinlaw Farms to comply with specific policies. The controlling industrial farmer issues
    detailed mandates to its growers in order to ensure consistency across their various contract
    operations.   Appellant imposes standard operating procedures for all of its contract
    growers. Specifically, Appellant (1) directs grower management procedures; (2) mandates
    design and construction of operations; (3) can require the use of technological
    enhancements; (4) can require capital investments; (5) dictates how many of its hogs are
    to be placed at a given operation; and (6) controls hog waste management systems.
    Joyce McKiver, Delois Lewis, Daphne McKoy, Alexandria McKoy, Antonio Kevin
    McKoy, Archie Wright, Jr., Tammy Lloyd, Deborah Johnson, Ethel Davis, and Priscilla
    Dunham (collectively, “Appellees”) are North Carolina residents who owned properties
    near Kinlaw Farms. Appellees are a subset of a number of plaintiffs (“Plaintiffs”) who
    sued Appellant for alleged nuisances associated with the hog operations at Kinlaw Farms.
    The operation at Kinlaw Farms annually maintained nearly 15,000 of Appellant’s
    hogs. These hogs generated approximately 153,000 pounds of feces and urine daily.
    Kinlaw Farms housed the hogs in hog sheds that used vents and fans to move fumes from
    the hogs to the outside of the building. By design, the hog waste in the sheds fell through
    by supplying livestock and feed to contractors known as “growers” who house and care for
    Appellant’s hogs for certain portions of the animals’ life cycle, subject to Appellant’s
    control.
    5
    slats in the flooring, where the waste was then stored in three open-air pits within view of
    Appellees’ homes. These pits or “lagoons” contained millions of gallons of hog waste.
    As part of its standard operating procedures for contract growers, Appellant wrote
    the policy dictating how Kinlaw Farms disposed of the waste from Appellant’s hogs. At
    Appellant’s direction, Kinlaw Farms used what is known as the lagoon-and-sprayfield
    method for hog waste disposal. Kinlaw Farms periodically drained waste from the lagoons
    and spread it across open “sprayfields” on the Kinlaw Farms property. Approximately
    eight million gallons of hog feces were sprayed in the air annually at Kinlaw Farms.
    Appellant was aware of the proximity of Kinlaw Farms to neighboring residences
    because Appellant’s corporate predecessor had sited and designed the facility, and
    Appellant routinely visited the Kinlaw Farms property for inspections. Notably, because
    of its operations’ proximity to surrounding properties, Appellant instructed its growers to
    refrain from applying the hog waste to sprayfields “out of respect for [their] neighbors” if
    the contractor was aware that neighbors planned to have guests over for weddings or
    cookouts. Despite this policy, spraying of hog waste in summer months occurred at Kinlaw
    Farms as regularly as three to five days a week for an average of six hours per day.
    Additionally, through its contractual arrangement, Appellant was solely responsible
    for the Kinlaw Farms trucking schedule and for the decision of where to site the facility’s
    entrance road that passed near Appellees’ properties. Trucks frequented Kinlaw Farms on
    a regular basis to deliver new hogs, take away live hogs, and pick up dead hogs. Appellant
    set Kinlaw Farm’s delivery and pickup schedules for trucks at an all-day, all-night pace.
    6
    As an example, on one night in 2016, at least 12 trucks passed through to the Kinlaw Farms
    property between midnight and six in the morning.
    At Appellant’s direction, hog carcasses pending pickup were stored in “dead boxes,”
    dumpsters placed in open fields on the Kinlaw Farms property. Hog carcasses would pile
    up and rot in these dumpsters in open fields until collection of the carcasses was scheduled.
    These dead boxes attracted dozens of buzzards and flies that would accumulate around the
    dead boxes and frequent Appellees’ neighboring properties.
    B.
    For decades predating the lawsuit at issue here, agricultural experts and lay media
    alike researched and reported environmental effects associated with industrial hog
    operations in Eastern North Carolina.      Indeed, Appellant itself collected and stored
    hundreds of newspaper articles documenting neighbors’ complaints about lagoon-and-
    sprayfield industrial hog operations and was aware of scientific studies and state
    government documents reporting the effects of odor, including upper respiratory and
    gastrointestinal ailments, on neighbors of concentrated animal feeding operations like
    Kinlaw Farms. For years, Appellant defended its practices against critics in North Carolina
    communities and public offices, and routinely opposed regulations that would require
    lagoon-and-sprayfield operations to curtail their effects on neighbors.        In particular,
    Appellant’s former director Don Butler admitted that Appellant was aware of Bladen
    County community complaints about unabated lagoon-and-sprayfield hog operations of the
    7
    kind Appellant prescribed to its growers -- specifically that individuals were complaining
    about “odor, flies, noise, trucks, [and] interference with their quality of life.” J.A. 7466. 2
    Although there is no evidence of complaints made directly to Appellant about
    Kinlaw Farms specifically, Kinlaw Farms did receive complaints from one plaintiff in this
    suit and another neighbor, who also complained about Kinlaw Farms to the North Carolina
    Department of Environment and Natural Resources. The record demonstrates that all
    parties agreed Kinlaw Farms consistently followed Appellant’s policies, compliance which
    Appellant actively monitored. Yet before the recent nuisance suits, Appellant had neither
    monitored odor at any operation (including Kinlaw Farms), nor terminated a grower
    because of complaints about odor.
    C.
    Reacting to mounting community pressure, in 1997, North Carolina banned new
    lagoon-and-sprayfield hog operations. See N.C. Sess. Laws 1997–458. Existing farms
    including Kinlaw Farms were grandfathered in and not subjected to the ban, but the North
    Carolina legislature did bind the state’s Department of Agriculture to “develop a plan to
    phase out the use of . . . lagoons and sprayfields as primary methods of disposing of animal
    waste at swine farms.” See
    id. § 12.4(a). And
    in 1999, North Carolina’s governor
    announced an intention to end lagoon-and-sprayfield operations.
    The following year, Smithfield, Appellant’s parent company, signed an agreement
    with the Attorney General of North Carolina to fund research for replacement technologies
    2
    Citations to the “J.A.” refer to the Joint Appendix filed by the parties in this appeal.
    8
    and to implement technologies found to be feasible (the “AG Agreement”). In 2006, the
    scientific expert designated by the AG Agreement identified alternative abatement
    technologies but, applying the AG Agreement’s criteria, the designee did not deem those
    technologies economically feasible at that time for existing hog farms.         This 2006
    feasibility analysis did not consider Smithfield’s profits or ability to pay.
    Appellant’s growers were not expected to pay for waste management improvements
    on their own. Because of the extensive control Appellant maintained over its contract
    growers -- and the control in turn exerted over Appellant by Smithfield and its parent WH
    Group -- Appellant’s president explained it had the power to implement abatement
    technologies at its growers’ operations by prescribing those technologies and getting
    money from the parent companies to help pay for them. Due to the integrated nature of
    Appellant’s farming operations, company procedures would have Appellant receive
    funding from the parent companies for waste management improvements it might choose
    to implement.
    D.
    In 2013, Appellant and several of its contract growers, including Kinlaw Farms,
    were sued in North Carolina state court by neighbors of their hog operations, including
    Appellees. As Appellees explained, “after learning the full extent of [Appellant’s] control
    over the operations causing the nuisance and the growers’ powerlessness to address it,” the
    plaintiffs dismissed those state actions and refiled suit in federal court in the Eastern
    District of North Carolina in 2014, naming Appellant only. Appellees’ Br. 16.
    9
    The district court for the Eastern District of North Carolina coordinated 26 related
    cases filed by neighbors of Appellant’s various hog operations as part of a Master Case
    docket. 3 During the Master Case proceedings, the district court issued a number of
    decisions, including denying Appellant’s motion for judgment on the pleadings based on
    failure to join its contract farmers including Kinlaw Farms as necessary parties. The court
    also denied Appellant’s motion to dismiss claims for noneconomic damages and motion
    for partial summary judgment on the plaintiffs’ punitive and annoyance damage claims.
    On the other hand, the court granted the plaintiffs’ motion for partial summary judgment
    on Appellant’s statute of limitations defense.
    In the fall of 2017, the district court ordered trials to move forward from the Master
    Case docket, with Appellees’ case being first in line. During the trial, the district court
    denied Appellant’s motion to bifurcate the punitive damages phase from the liability phase
    of the trial and also denied Appellant’s evidentiary objections as to proof of profits,
    executive compensation of its parent companies, and certain expert opinions. At the close
    of all evidence, the district court denied Appellant’s motion for judgment as a matter of
    law as to (i) the sufficiency of evidence to support punitive damages; (ii) vicarious liability;
    3
    In all, this opinion refers to three sets of plaintiffs involved in suits against
    Appellant. Complainants in the Master Case Docket cases were neighbors of Appellant’s
    various hog operations. Among this broadest set of neighbor plaintiffs were our Plaintiffs,
    neighbors of Kinlaw Farms whose claims related particularly to Appellant’s operations
    there. Appellees are a subset of the Plaintiffs who originally brought suit against Appellant
    over the Kinlaw Farms operation.
    10
    (iii) the statute of limitations; and (iv) evidence supporting fear of future injuries. And,
    before submitting the case to the jury, the district court rejected Appellant’s proposed jury
    instructions relating to the (i) statute of limitations; (ii) scope of available compensatory
    damages; and (iii) vicarious liability for contractors.
    In Spring 2018, the jury returned a verdict awarding $75,000 in compensatory
    damages to each of the ten Appellees and also awarding $5 million in punitive damages.
    The district court then applied North Carolina’s punitive damages cap, reducing the total
    punitive award to $2.5 million. See N.C. Gen. Stat. § 1D-25(b) (limiting per-plaintiff
    punitive damages to the greater of $250,000 or treble compensatory damages); Rhyne v. K-
    Mart Corp., 
    594 S.E.2d 1
    , 5 (N.C. 2004) (explaining N.C. Gen. Stat. § 1D-25 “applies to
    limit recovery of punitive damages per each plaintiff”). Appellant timely appealed,
    challenging each of the rulings noted above.
    Following the judgment, Appellant terminated its relationship with Kinlaw Farms
    and withdrew its hogs from that facility, alleging in the termination letter that Kinlaw
    Farms failed to “comply with standard operating procedures.” J.A. 9593 (quoting May 4,
    2018 Kinlaw Letter at 2, McKiver v. Murphy-Brown, LLC, No. 14-cv-00180-BR (E.D.N.C.
    Sept. 28, 2018), ECF No. 324-2). On appeal, Appellant asserts, “[t]he jury’s nuisance
    finding effectively required that Kinlaw Farm cease operations until any nuisance is
    abated.” Appellant’s Br. 12.
    II.
    Appellant raises seven purported errors on appeal, each of which Appellant
    contends will require a new trial. We address each in turn.
    11
    A.
    Necessary and Indispensable Party
    First, Appellant argues that Kinlaw Farms was a necessary and indispensable party
    to this suit, and thus, should have been joined pursuant to Federal Rule of Civil Procedure
    19. Appellant presented this argument to the district court in both a motion pursuant to
    Federal Rule of Civil Procedure 12(c) and in a post-trial motion. The district court rejected
    Appellant’s contentions on each occasion.
    1.
    We review a district court’s Rule 19 rulings for an abuse of discretion. Nat’l Union
    Fire Ins. Co. of Pittsburgh v. Rite Aid of S.C., Inc., 
    210 F.3d 246
    , 250 (4th Cir. 2000)
    (citation omitted). Generally, “[t]he inquiry contemplated by Rule 19 is a practical one,”
    properly “addressed to the sound discretion of the trial court.” Coastal Modular Corp. v.
    Laminators, Inc., 
    635 F.2d 1102
    , 1108 (4th Cir. 1980) (citations omitted).
    2.
    Rule 19 sets up “a two-step inquiry.” Owens-Illinois, Inc., v. Meade, 
    186 F.3d 435
    ,
    440 (4th Cir. 1999) (citation omitted). We ask “first whether the nonjoined party is
    necessary under Rule 19(a) and then whether the party is indispensable under Rule 19(b).”
    Gunvor SA v. Kayablian, 
    948 F.3d 214
    , 218 (4th Cir. 2020) (citation omitted).
    Pursuant to Rule 19(a), a party is necessary if
    (A)    in that person’s absence, the court cannot accord
    complete relief among existing parties; or
    (B)    that person claims an interest relating to the subject of
    an action and is so situated that disposing of the action
    in the person’s absence may: (i) as a practical matter
    12
    impair or impede the person’s ability to protect the
    interest; or (ii) leave an existing party subject to a
    substantial risk of incurring double, multiple, or
    otherwise inconsistent obligations because of the
    interest.
    Fed. R. Civ. P. 19(a). A necessary party should be ordered into the action. See Owens-
    Illinois, 
    Inc., 186 F.3d at 440
    . But “[w]hen a party cannot be joined because its joinder
    destroys diversity, the court must determine whether the proceeding can continue in its
    absence or whether it is indispensable pursuant to Rule 19(b) and the action must be
    dismissed.”
    Id. (citation omitted). Rule
    19(b) provides guidance on the identification of an indispensable party: “If a
    person who is required to be joined if feasible cannot be joined, the court must determine
    whether, in equity and good conscience, the action should proceed among the existing
    parties or should be dismissed.” Fed. R. Civ. P. 19(b). In this regard, we are given the
    following nonexclusive factors to consider:
    (1) the extent to which a judgment rendered in the person’s
    absence might prejudice that person or the existing parties;
    (2) the extent to which any prejudice could be lessened or
    avoided by: (A) protective provisions in the judgment; (B)
    shaping the relief; or (C) other measures;
    (3) whether a judgment rendered in the person’s absence would
    be adequate; and
    (4) whether the plaintiff would have an adequate remedy if the
    action were dismissed for nonjoinder.
    Id. “Courts are loath
    to dismiss cases based on nonjoinder of a party, so dismissal will be
    ordered only when the resulting defect cannot be remedied and prejudice or inefficiency
    will certainly result.” Owens-Illinois, 
    Inc., 186 F.3d at 441
    (citations omitted).
    13
    Neither prong of Rule 19 is to be applied merely as a “procedural formula.” Home
    Buyers Warranty Corp. v. Hanna, 
    750 F.3d 427
    , 433 (4th Cir. 2014) (quoting Provident
    Tradesmens Bank & Trust Co. v. Patterson, 
    390 U.S. 102
    , 119 n.16 (1968)). To the
    contrary, the “[d]ecisions must be made pragmatically, in the context of the substance of
    each case, and courts must take into account the possible prejudice to all parties, including
    those not before it.”
    Id. (citations and internal
    quotation marks omitted).
    3.
    Applying Rule 19(a), there is nothing before us to suggest that the district court
    could not have “accord[ed] complete relief among existing parties” in this suit without the
    addition of Kinlaw Farms, and Appellant does not so claim. Fed. R. Civ. P. 19(a)(1)(A).
    Nor does Appellant argue that it would be subject to multiple or inconsistent judgments.
    Fed. R. Civ. P. 19(a)(1)(B)(ii).
    Instead, Appellant argues “Kinlaw Farms has significant pecuniary and contractual
    interests threatened by this litigation.” Appellant’s Br. 55. This argument is aimed at the
    second prong of Rule 19(a)’s test -- whether a third party “claims an interest relating to the
    subject of an action” whose ability to protect that interest “as a practical matter” will be
    impaired or impeded if excluded from the existing suit. Fed. R. Civ. P. 19(a)(1)(B)(i). This
    aspect of the test “directs us to consider a non-joined party’s ability to protect its own
    interests.” Home Buyers Warranty 
    Corp., 750 F.3d at 433
    .
    Appellant insists that Kinlaw Farms needed to be made a party to this suit in order
    to protect its own interests. Yet Kinlaw Farms did not seek to join the suit or otherwise
    “claim[ ] an interest relating to the subject of an action” before the district court, and
    14
    Appellant did not assert a claim against Kinlaw Farms to bring the grower into the suit.
    Fed. R. Civ. P. 19(a)(1)(B)(i). Unlike the instant case, our Rule 19(a) decisions Appellant
    cites each involve a situation where the contracts or obligations of the “necessary” party
    were being interpreted or were otherwise directly at issue. See Home Buyers Warranty
    
    Corp., 750 F.3d at 434
    (determining third parties “actively contesting their liability in state
    court” under a contract and entitled to insurance by the defendants for construction defects
    like those alleged had “a natural interest in any adjudication of the terms of [the] contract”);
    Yashenko v. Harrah’s NC Casino Co., 
    446 F.3d 541
    , 552–53 (4th Cir. 2006) (deeming
    necessary and indispensable the third party whose preferential hiring policy dictated the
    defendant casino operator’s conduct, where the court would be deciding the legality of the
    policy); Nat’l Union Fire Ins. Co. v. Rite Aid of S.C., Inc., 
    210 F.3d 246
    , 251 (4th Cir.
    2000) (indicating that the court’s decision would “necessarily require it to interpret the
    notice provisions of the policy and other agreements” between the plaintiff and the absent
    party).
    “[E]ven if [an absent party] is alleged to have played a central role” in the action at
    issue, “and even if resolution of the action will require the court to evaluate the absent
    party’s conduct,” that party “in many cases . . . will not have interests that warrant
    protection under Rule 19(a)(1)(B)(i).” Ward v. Apple Inc., 
    791 F.3d 1041
    , 1050 (9th Cir.
    2015). The interest in question should “be more than a financial stake, and more than
    speculation about a future event.”
    Id. at 1051
    (internal quotation marks omitted).
    Here, the suit’s practical consequence for the third party, Kinlaw Farms, was
    Appellant’s termination of its grower relationship.             But Appellant’s post-verdict
    15
    termination of Kinlaw Farms was not a necessary or inevitable consequence of anything
    resolved in this suit. Though no doubt financially difficult for Kinlaw Farms, that
    termination was not compelled by the court’s decision and cannot control Appellees’ case.
    Appellant’s termination letter to Kinlaw Farms suggested that Kinlaw Farms failed to
    “comply with standard operating procedures.” J.A. 9593 (quoting May 4, 2018 Kinlaw
    Letter at 2, McKiver v. Murphy-Brown, LLC, No. 14-cv-00180-BR (E.D.N.C. Sept. 28,
    2018), ECF No. 324-2). But this is the exact opposite of what Appellant (and Appellees)
    argued at trial, where both parties had contended that Kinlaw Farms followed Appellant’s
    policies to the letter.
    Nothing found by the jury in this case or mandated by the judgment required
    Appellant’s termination of its relationship with Kinlaw Farms after the litigation was over.
    The jury’s decision left Appellant free to continue its grower relationship with Kinlaw
    Farms in a manner that respects the property rights of its neighbors if it so chose.
    Appellant’s assessment of the costs and benefits of doing so -- and its business decision
    based thereon -- cannot retroactively make Kinlaw Farms a necessary party.
    And even assuming Kinlaw Farms was a necessary party, dismissal of a case is “a
    drastic remedy that should be employed only sparingly.” Gunvor 
    SA, 948 F.3d at 219
    (quoting Home Buyers Warranty 
    Corp., 750 F.3d at 433
    ). Owing deference to the district
    court’s determination under the abuse of discretion standard, we see no reason to hold that
    Kinlaw Farms is a necessary party, let alone an indispensable one whose absence warrants
    dismissal. Appellant’s arguments that Kinlaw Farms is indispensable are cursory and do
    not creditably address any of the Rule 19(b) factors, other than pointing out that Plaintiffs
    16
    could have brought this suit against Kinlaw Farms and Appellant in state court. There is
    nothing to indicate that the judgment rendered is not adequate or that Kinlaw Farms’s
    absence unfairly prejudices either Kinlaw Farms or Appellant. We therefore affirm the
    district court’s judgment as to Rule 19.
    B.
    Statute of Limitations
    Next, Appellant contends the district court erred in rejecting its statute of limitations
    defense. Appellant contended that Plaintiffs’ claims should have been barred by a three-
    year statute of limitations applying to actions involving a “continuing” nuisance. In
    response, Plaintiffs moved for partial summary judgment on Appellant’s statute of
    limitations defense, asserting that this case involves a “recurrent” nuisance, for which the
    three-year limit acts only to constrain the amount of damages available, not to completely
    bar the claim. The district court partially denied Plaintiffs’ summary judgment motion
    with regard to certain other affirmative defenses but held “as a matter of law” with regard
    to the statute of limitations defense that the alleged nuisance was recurring. J.A. 3473. 4
    Appellant alleges this was error. Appellant further claims the court erred in refusing to
    give an instruction for the jury to decide whether the nuisance was continuing or recurring.
    4
    The denial of Plaintiffs’ summary judgment motion with regard to the other
    affirmative defenses is not at issue in this appeal.
    17
    1.
    We review a district court’s summary judgment decision de novo, Woods v.
    Berryhill, 
    888 F.3d 686
    , 691 (4th Cir. 2018) (citation omitted), and the court’s refusal to
    grant a jury instruction for abuse of discretion, United States v. Savage, 
    885 F.3d 212
    , 222
    (4th Cir. 2018). A district court’s refusal to provide a jury instruction is reversible only if
    the defendant’s requested instruction “(1) was correct; (2) was not substantially covered by
    the court’s charge to the jury; and (3) dealt with some point in the trial so important, that
    failure to give the requested instruction seriously impaired the defendant’s ability to
    conduct his defense.” 
    Savage, 885 F.3d at 223
    (quoting United States v. Lewis, 
    53 F.3d 29
    ,
    32 (4th Cir. 1995)).
    2.
    North Carolina law applies a three-year statute of limitations for suits based on
    “trespass upon real property,” and this standard applies equally to nuisance actions. N.C.
    Gen. Stat. Ann. § 1-52(3); Wilson v. McLeod Oil Co., 
    398 S.E.2d 586
    , 596 (N.C. 1990).
    “When a trespass is a continuing one,” the suit must be “commenced within three years
    from the original trespass, and not thereafter.” N.C. Gen. Stat. Ann. § 1-52(3). A
    “continuing” nuisance (involving a single event causing ongoing damage) is materially
    distinct from a “recurrent” nuisance (involving repeated injuries). See 
    Wilson, 398 S.E.2d at 596
    .
    The North Carolina Supreme Court in Wilson v. McLeod Oil Co., Inc., 
    398 S.E.2d 586
    , 595 (N.C. 1990), made clear that the distinction between a continuing trespass and a
    recurrent one hinges on whether there has been a completed act. The Wilson court
    18
    referenced a previous case in which it had rejected a statute of limitations defense for
    repeated flooding:
    “Suppose [the defendant] had lamed the plaintiff’s horse more
    than three years ago, and he had continued lame ever since; the
    action would be barred. So, as he first injured the plaintiff’s
    land more than three years age, and it has continued injured
    ever since, the action is barred.” [quoting the defendant].
    The fallacy [in this premise] is in not drawing the distinction
    between a single act of injury and continuous acts. In our case,
    he flooded the land more than three years ago, it is true; and
    for that the action is barred; but he has also continued to flood
    it anew every day within three years, and for that the action
    lies.
    Id. (quoting Spilman v.
    Roanoke Nav. Co., 
    74 N.C. 675
    , 678 (1876) (emphasis in original)).
    Noting this, the Wilson court refused to apply the statute of limitations to bar a suit where
    plaintiffs complained of ongoing seepage of gasoline from a neighboring property. See
    id. at 596.
    Because the invasion of the plaintiffs’ land stemmed from an ongoing leak, the
    North Carolina Supreme Court concluded that it was a renewing or recurrent injury and
    not complete. See
    id. Though damages were
    to be limited to the previous three-year
    period, the court did not bar the plaintiffs’ nuisance suit from going forward even though
    there was evidence to demonstrate that the plaintiffs knew of gasoline contamination well
    before the three-year mark. See
    id. Appellant itself cites
    Wilson in attempt to support its defense. However, Appellant
    fails to apply the case’s analysis to the facts at hand. The harm claimed here is the loss of
    use and enjoyment of property caused by repeated invasion by odor, noise, and pests.
    Appellant argues that statements by Appellees referring to these invasions as constant
    19
    raised a material dispute of fact for the jury to decide whether the nuisance was continuing.
    See, e.g., Appellant’s Br. 53 (citing one Appellee’s statement that “there’s not a day we
    don’t have trouble with buzzards” (quoting J.A. 7425), another Appellee’s testimony that
    “the odor was ‘always annoying’ and that she heard ‘hogs squealing all the time’” (quoting
    J.A. 7754–55), and another Appellee’s statement “that traffic annoyed her ‘all the time,
    day and night’” (quoting J.A. 7917)). In response, Appellees point out that interpreting
    these statements as though there was literally unending odor, truck noise, and pests is
    unreasonable. We agree with Appellees on this point.
    Moreover, even at that most extreme, Appellees’ cited harms would be no less
    constant than the gas seepage in Wilson, claims which were spared from the three-year
    statute of limitations due to their recurrent nature. As the North Carolina Supreme Court
    there explained, “[c]ontinuous injuries caused by the maintenance of a nuisance are barred
    only by the running of the statute against recurrent trespasses . . . .” 
    Wilson, 398 S.E.2d at 596
    (emphasis supplied) (quoting Anderson v. Waynesville, 
    164 S.E. 583
    , 587 (N.C.
    1937)). In this regard, it is important to note that Appellees did not rest their case on
    establishing Kinlaw Farms constituted a nuisance per se. That is -- the nuisance alleged
    was not simply the years-ago construction of a lagoon-and-sprayfield hog operation -- but
    rather the ongoing maintenance of conditions that in fact caused harm.
    Put in the simple terms of the Wilson court, the question before us is whether the
    injurious act is completed or ongoing. See 
    Wilson, 398 S.E.2d at 595
    (quoting 
    Spilman, 74 N.C. at 678
    ). That is, do the harms flow from something done in the past as a single,
    complete act or do the harms constitute a renewed, avoidable violation each time they
    20
    occur? Here, maintenance of odiferous, noisy, and pest-ridden farm operations resulted in
    repeated -- i.e., recurrent -- invasions of Appellees’ properties. The nuisance was not the
    solitary act of building a lagoon-and-sprayfield hog farm in the past but was instead the
    practical operation of that farm in a manner inconsistent with its neighbors’ use and
    enjoyment of their own properties. The district court’s decision as to the applicable statute
    of limitations was therefore not legal error and refusing to give the inapplicable jury
    instruction on continuing nuisances was not an abuse of discretion.
    C.
    Private Nuisance Damages
    Appellant’s third argument in this appeal is that North Carolina private nuisance law
    bars recovery of compensatory damages of any kind, other than damages for reduction in
    the harmed properties’ fair market or rental value. Specifically, Appellant points to a 2017
    amendment to North Carolina’s Right to Farm Act (the “2017 RTFA amendment”) enacted
    three years after the filing of the lawsuit in this case. The 2017 RTFA amendment limited
    compensatory damages in nuisance suits to the reduction in fair market value caused by
    the nuisance (for permanent nuisances) and to the diminution in fair rental value (for
    temporary nuisances). See N.C. Sess. Laws 2017-11, codified at N.C. Gen. Stat. § 106-
    702. Appellant asserts that the amendment merely “clarified” this limitation on the
    available forms of compensatory damages in North Carolina nuisance law. Appellant’s
    Br. 44.
    Because Appellees stipulated they were not seeking damages for property or rental
    value losses and focused only on loss of use and enjoyment of their property, the parties
    21
    do not disagree that this suit if filed today would likely be barred by the 2017 RFTA
    amendment. But the question before us is whether the 2017 RTFA amendment’s limitation
    of damages actually changed the state’s law or simply clarified a preexisting principle. If
    the former, the district court did not err; if the latter, Appellant’s argument holds water.
    At summary judgment, the district court concluded that the issue of annoyance and
    discomfort damages should go to the jury, citing longstanding North Carolina case law
    allowing such recovery in nuisance suits, including compensation for “the inconvenience,
    discomfiture, and unpleasantness sustained.” J.A. 3476 (quoting Thomason v. Seaboard
    Air Line Ry., 
    55 S.E. 198
    , 204 (N.C. 1906)). In the face of that decision, Appellant still
    sought a jury instruction that North Carolina plaintiffs “may not recover damages for
    physical discomfort or annoyance.” J.A. 5373. The district court refused to give this
    instruction.
    1.
    We review a district court’s summary judgment decision de novo, 
    Woods, 888 F.3d at 691
    , and the refusal of a jury instruction for an abuse of discretion, 
    Savage, 885 F.3d at 222
    .
    Both federal and North Carolina courts maintain a longstanding presumption against
    retroactive application of legislation. See Landgraf v. USI Film Products, 
    511 U.S. 244
    ,
    265 (1994); Vanderbilt v. Atl. Coast Line R.R. Co., 
    125 S.E. 387
    , 391 (N.C. 1924). Indeed,
    “the presumption is very strong that a statute was not meant to act retrospectively, and it
    ought never to receive such a construction if it is susceptible of any other.” 
    Vanderbilt, 125 S.E. at 391
    (quoting U.S. Fid. & Guar. Co. v. United States, 
    209 U.S. 306
    , 314 (1908)).
    22
    We must not give a statute a retroactive construction “unless the words used are so clear,
    strong and imperative that no other meaning can be annexed to them or unless the intention
    of the Legislature cannot be otherwise satisfied.”
    Id. (quoting U.S. Fid.
    & Guar. 
    Co., 209 U.S. at 314
    ).
    In North Carolina, “[t]he primary goal of statutory construction is to effectuate the
    purpose of the legislature in enacting the statute.” State v. Curtis, 
    817 S.E.2d 187
    , 189
    (N.C. 2018) (internal quotation marks omitted). “The intent of the General Assembly may
    be found first from the plain language of the statute, then from the legislative history, the
    spirit of the act, and what the act seeks to accomplish.” Midrex Techs., Inc. v. N.C. Dep’t
    of Revenue, 
    794 S.E.2d 785
    , 792 (N.C. 2016) (quoting Lenox, Inc. v. Tolson, 
    548 S.E.2d 513
    , 517 (N.C. 2001)). And of course, “[a] statute will not be construed to have retroactive
    effect unless that intent is clearly expressed or arises by necessary implication from its
    terms.” In re Mitchell’s Will, 
    203 S.E.2d 48
    , 50 (N.C. 1974) (citations omitted). Case law
    is thus very clear that we should look for clear signs of intentional and unavoidable
    retroactive application if a statute is indeed to have that effect.
    2.
    Turning to the statute’s text, the 2017 RTFA amendment, enacted as HB 467 on
    May 11, 2017, includes the following effective date language: “This act is effective when
    it becomes law and applies to causes of action commenced or brought on or after that date.”
    N.C. Sess. Laws 2017-11, codified at N.C. Gen. Stat. § 106-702. Appellees argue that our
    inquiry should start and end with this provision inasmuch as they assert this language
    speaks clearly about which causes of action fall under the amended law and no other part
    23
    of the statute provides such a “clear, strong and imperative” message. 
    Vanderbilt, 125 S.E. at 391
    (quoting U.S. Fid. & Guar. 
    Co., 209 U.S. at 314
    ).
    Appellant, for its part, points to the 2017 RTFA amendment’s title: “An Act to
    Clarify the Remedies Available in Private Nuisance Actions Against Agricultural and
    Forestry Operations.” N.C. Sess. Laws. 2017-11. This title, Appellant asserts, indicates
    that the North Carolina General Assembly only intended the law to “clarify” existing law
    rather than change anything substantive about the law. According to Appellant, this
    distinction matters because North Carolina law provides, “[a] clarifying amendment, unlike
    an altering amendment, is one that does not change the substance of the law but instead
    gives further insight into the way in which the legislature intended the law to apply from
    its original enactment.” Ray v. N.C. Dept. of Transp., 
    727 S.E.2d 675
    , 681 (N.C. 2012)
    (citation omitted). If the 2017 RFTA amendment only clarified “the way in which the
    legislature intended the law” to originally apply, the amendment would be stating the law
    as it applied at the time of the pending suit as well as how it will apply going forward.
    Id. (“[I]n addition to
    applying to all cases brought after their effective dates, [clarifying]
    amendments apply to all cases pending before the courts when the amendment is adopted,
    regardless of whether the underlying claim arose before or after the effective date of the
    amendment.” (citations omitted)).
    Evaluating each of these arguments, we note -- as do Appellees -- that the 2017
    RTFA amendment expressly states it will apply to causes of action going forward. See
    N.C. Sess. Laws 2017-11. And, apart from the amendment’s title, no provision lends itself
    to a view that the legislature was merely “clarifying” North Carolina law on damages.
    24
    While we cannot ignore the act’s title, it does not control as compared to the operative text
    of the statute. See United States v. Capers, 
    61 F.3d 1100
    , 1110 (4th Cir. 1995) (explaining
    that the drafters’ characterization of an enactment as clarifying “cannot be accepted as
    conclusive, because that would enable [them] to make substantive changes in the guise of
    ‘clarification’” (internal quotation marks omitted)).
    Nevertheless, Appellant points to Ray v. North Carolina Department of
    Transportation, 
    727 S.E.2d 675
    , 682 (N.C. 2012), which specifies that a prospective
    effective date does not itself determine whether a law is clarifying or altering. In Ray, the
    court held that the amendment relevant there was meant to clarify “the General Assembly’s
    original intent” regarding claims created “when the legislature enacted the S[tate] T[ort]
    C[laims] A[ct].”
    Id. There, the court
    explained, “[g]iven that all statutes have [ ] effective
    dates, an effective date standing alone, is insufficient information” for the court to
    determine whether an enactment is clarifying or substantive.
    Id. But if the
    2017 RTFA amendment is a “clarifying” one -- what precisely is it
    clarifying? Before the 2017 amendment, North Carolina’s RTFA codified the “coming-
    to-the-nuisance” defense, thereby limiting who could bring nuisance claims. But before
    2017, the law did not contain any provision as to the damages available for those claims.
    This situation poses a stark contrast to Ray and the examples it contains -- situations where
    a statute “initially fails expressly to address a particular point” related to what the statute
    originally set out or created. See 
    Ray, 727 S.E.2d at 682
    (suit at issue was brought under
    the State Tort Claims Act, which originally “did not address the application of the public
    duty doctrine to claims made under it” (emphasis supplied)); Ferrell v. Dep’t of Transp.,
    25
    
    435 S.E.2d 309
    , 311 (N.C. 1993) (law empowering department to reconvey property did
    not specify at what price).
    By contrast, here, the General Assembly added a new section to the RTFA expressly
    limiting the damages available in private common law actions for nuisance. The RFTA
    never previously purported to do anything of the sort. For the “clarifying” principle to
    apply here, we would need to conclude that, through the original RFTA and its previous
    amendments, the General Assembly intended -- but never saw fit to mention -- that the law
    revoked a long-recognized measure of recovery in North Carolina nuisance suits, being the
    loss of use and enjoyment of one’s property beyond mere property value. See, e.g., Hanna
    v. Brady, 
    327 S.E.2d 22
    , 25 (N.C. Ct. App. 1985) (explaining the availability of “physical
    pain, annoyance, stress, deprivation of the use and comforts of one’s home” as damages
    “left to the sound judgment and discretion of the trier of fact”).
    In Ray, the court concluded, “[b]ecause the legislature left essentially all [the state’s]
    pre-amendment cases intact,” the amendment did not constitute “a complete change in the
    law but instead only an explanation of the limited role of the public duty doctrine” to suits
    brought pursuant to the State Tort Claims 
    Act. 727 S.E.2d at 683
    . In the case of the 2017
    RTFA amendment, however, stripping all but property value losses from traditional
    nuisance suits did violence to North Carolina precedent. While it is true that the parties
    here are able to cite to conflicting authorities, it is beyond debate that North Carolina case
    law dating back over 100 years includes recognition of loss of use and enjoyment from
    26
    annoyance and discomfort, as well as other forms of damages now barred by the 2017
    RTFA amendment. 5
    Thus, the 2017 RTFA amendment represents a substantive, forward-looking change
    in the law. This is supported by the legislative history and statements about the law’s
    intended effect. Even focusing on Appellant’s substantive-versus-clarifying test, we have
    nothing from which to conclude the 2017 RFTA amendments should apply retroactively.
    In contrast, we have a multitude of backdrop principles guiding us firmly away from that
    conclusion.
    For one thing, the implications for vested rights -- and therefore the doctrine of
    constitutional avoidance -- support rejection of retroactivity here.
    Both the federal and North Carolina constitutions protect vested rights.          See
    
    Landgraf, 511 U.S. at 266
    (noting the Fifth Amendment’s role in protecting vested rights);
    Fogleman v. D & J Equip. Rental, Inc., 
    431 S.E.2d 849
    , 852 (N.C. 1993) (refusing
    retroactive application of an amended statute where it “deprived appellants of vested rights
    and, thus, was unconstitutionally retroactive”). Even where there are two reasonable
    constructions of a statute’s language, we are to avoid adopting the unconstitutional reading.
    See United States v. Mills, 
    850 F.3d 693
    , 699 (4th Cir. 2017).
    5
    See BSK Enters., Inc. v. Beroth Oil Co., 
    783 S.E.2d 236
    , 249–50 (N.C. Ct. App.
    2016); Broadbent v. Allison, 
    626 S.E.2d 758
    , 762 (N.C. Ct. App. 2006); Evans v. Lochmere
    Recreation Club, Inc., 
    627 S.E.2d 340
    , 343 (N.C. Ct. App. 2006); Whiteside Estates, Inc.
    v. Highlands Cove, LLC, 
    553 S.E.2d 431
    , 440 (N.C. Ct. App. 2001); Hanna v. Brady, 
    327 S.E.2d 22
    , 25 (N.C. Ct. App. 1985); Barrier v. Troutman, 
    55 S.E.2d 923
    , 926 (N.C. 1949);
    Oates v. Algodon Mfg. Co., 
    8 S.E.2d 605
    , 606 (N.C. 1940); Thomason v. Seaboard Air Line
    Ry., 
    55 S.E. 198
    , 204 (N.C. 1906).
    27
    In North Carolina, the right to compensatory damages “vest in a plaintiff upon
    injury.”   Rhyne v. K-Mart Corp., 
    594 S.E.2d 1
    , 12 (N.C. 2004) (citation omitted).
    Appellant’s only response to this point is to say that a right to annoyance damages did not
    exist at the time of injury. But, as explained, the weight of North Carolina case law and
    the district court’s determination on the basis of that law are to the contrary. And,
    “annoyance” damages aside, the 2017 RTFA amendment limited available damages to only
    reduction in market value (for permanent nuisances) and rental value (for temporary
    nuisances). See N.C. Sess. Laws 2017-11, § 1; codified at N.C. Gen. Stat § 106-702(a).
    This without question would strip plaintiffs in pending suits of vested rights to damages
    noted even in Appellant’s authorities, such as “reasonable costs of replacement or repair
    [and] restoration of the property to its prenuisance condition; and other added damages for
    incidental losses.” Rudd v. Electrolux Corp., 
    982 F. Supp. 355
    , 372 (M.D.N.C. 1997).
    Further, policy and justice concerns weigh against allowing retroactive amendments
    to alter the damages available in pending suits. A decision in Appellant’s favor as to the
    effect of the 2017 RTFA amendment would reward powerful defendants who, faced with
    a possible judgment against them, could escape responsibility by raising a specter of doubt
    about something the state’s courts have long made available. North Carolina’s legislators
    were worried about the constitutionality and fairness of the RTFA’s amendment, and these
    concerns motivated the change from the original language -- specifying it would apply to
    pending cases -- to the current version applying only to claims filed on or after the effective
    date. Motivated by all of the above concerns, we have previously declined to apply
    responsive enactments and we do so here. See Ward v. Dixie Nat’l Life Ins. Co., 
    595 F.3d 28
    164, 171–72 (4th Cir. 2010) (refusing to retroactively apply an amendment where, on first
    appeal, we ruled for the plaintiffs and the state legislature then adopted a definition
    purporting to affect pending cases that “was, in effect, that advocated by defendants and
    rejected by this court”).
    We therefore affirm the district court with regard to the availability of compensatory
    damages beyond property or rental value in this case.
    D.
    Expert Testimony
    Next, Appellant asserts the district court erred when it approved the testimony of
    Appellees’ expert, Dr. Shane Rogers, but excluded certain opinions of Appellant’s own
    expert, Dr. Pamela Dalton.
    1.
    We review a district court’s decisions on the admissibility of expert testimony for
    abuse of discretion. United States v. Campbell, 
    963 F.3d 309
    , 313 (4th Cir. 2020).
    Rule 702 of the Federal Rules of Evidence provides that a qualified expert witness
    “may testify in the form of an opinion or otherwise if . . . [his or her] scientific, technical,
    or other specialized knowledge will help the trier of fact to understand the evidence or to
    determine a fact in issue.” Fed. R. Evid. 702(a). The expert’s testimony must be “based
    on sufficient facts or data” and be “the product of reliable principles and methods.” Fed.
    R. Evid. 702(b), (c). And “the expert [must] reliably appl[y] the principles and methods to
    the facts of the case.” Fed. R. Evid. 702(d).
    29
    “Implicit in the text of Rule 702 is a district court’s gatekeeping responsibility to
    ‘ensur[e] that an expert’s testimony both rests on a reliable foundation and is relevant to
    the task at hand.’” Nease v. Ford Motor Co., 
    848 F.3d 219
    , 229 (4th Cir.) (alteration in
    original) (emphases in original) (quoting Daubert v. Merrell Dow Pharms., 
    509 U.S. 579
    ,
    597 (1993)). “With respect to reliability, the district court must ensure that the proffered
    expert opinion is based on scientific, technical, or other specialized knowledge and not on
    belief or speculation, and inferences must be derived using scientific or other valid
    methods.”
    Id. (internal quotation marks
    omitted) (emphasis omitted). “Relevant evidence,
    of course, is evidence that helps ‘the trier of fact to understand the evidence or to determine
    a fact in issue.’”
    Id. (quoting Daubert, 509
    U.S. at 591).
    As the Supreme Court has repeatedly explained, Daubert v. Merrell Dow
    Pharmaceuticals, Inc., 
    509 U.S. 579
    , 597 (1993), offers district courts several guidepost
    factors that the court “may consider” in assessing an expert’s evidentiary reliability to the
    extent that the factors are relevant to the specific facts of the case at hand. See Kumho Tire
    Co., Ltd. v. Carmichael, 
    526 U.S. 137
    , 141 (1999) (emphasis in original). These factors
    include “[w]hether a theory or technique . . . can be (and has been) tested”; whether the
    theory or technique “has been subjected to peer review and publication”; whether a given
    technique has a “high known or potential rate of error and whether there are standards
    controlling the technique’s operation”; and “[w]hether the theory or technique enjoys
    general acceptance within a relevant scientific community.”
    Id. at 149–50
    (internal
    quotation marks omitted). These factors “may or may not be pertinent in assessing
    30
    reliability, depending on the nature of the issue, the expert’s particular expertise, and the
    subject of his [or her] testimony.”
    Id. at 150
    (internal quotation marks omitted).
    2.
    a.
    Dr. Rogers
    i.
    Appellees called upon Dr. Shane Rogers to testify that a DNA marker of hog feces
    could be found on the homes neighboring Kinlaw Farms, as support for the idea that hog
    waste chemicals could and did reach their properties. The district court qualified Dr.
    Rogers as “an expert in environmental engineering, . . . animal waste management
    engineering and technology, and microbiology.” J.A. 6185. The district court was
    informed that Dr. Rogers earned a Ph.D with honors in environmental engineering, has
    held professorships in civil and environmental engineering for a decade, and previously
    served as an environmental engineer at the United States Environmental Protection
    Agency. His specialty was described as “the fate and transport of fecal pathogens.”
    Id. at 6184.
    According to Appellant, Dr. Rogers offered unreliable opinions both in his report
    and at trial. As support, Appellant cites purported errors in sample collecting and limited
    training and experience of Dr. Rogers’s teams. Appellant further contends that Dr. Rogers
    utilized a DNA indicator called Pig2bac to show the presence of fecal material “as a proxy
    for odor” leaving the farm, even though he conceded that he is not an expert on how people
    perceive odor and that this use of Pig2bac had not been peer-reviewed. Appellant’s Br. 35.
    31
    Appellant argues the district court did not discharge its Daubert “gatekeeping”
    responsibility in admitting the testimony of Dr. Rogers. In this regard, Appellant asserts
    that the court failed to “make any reliability findings” and did not use “Daubert’s
    guideposts or any other factors to assess the reliability of [Rogers]’s testimony.”
    Appellant’s Br. 34 (quoting 
    Nease, 848 F.3d at 230
    ). Appellant further complains that its
    request for a Daubert hearing was refused.
    ii.
    As to the reliability of Dr. Rogers’s testimony, the errors Appellant alleges as to Dr.
    Rogers’s sample collecting and labeling were explained to the district court in briefing as
    resulting from Appellant’s last minute changes to the sampling location.           Appellees
    informed the court that these issues were fully considered in the report’s methodology.
    And, while it is true that Dr. Rogers’s Pig2bac method itself has not been peer-reviewed,
    this is only one of the several factors -- that do not “necessarily nor exclusively” apply in
    every case. Kumho Tire Co. 
    Ltd., 526 U.S. at 141
    (citing the “flexible” nature of the
    reliability test (quoting 
    Daubert, 509 U.S. at 594
    )). “[A] trial court may consider one or
    more of the more specific factors that Daubert mentioned when doing so will help
    determine that testimony’s reliability.”
    Id. Here, though Dr.
    Rogers’s work itself had not been peer-reviewed, Pig2bac, upon
    which the report was based, has been used globally to demonstrate the traceability of swine
    fecal wastes and was applied in this case using protocols for sampling and analysis by a
    team of four Ph.D. holders, each with experience with field work, animal operations, and
    environmental health and engineering. Moreover, Appellant was permitted to put on a
    32
    counter-expert, Dr. Jennifer L. Clancy, who critiqued Dr. Rogers’s report but who also
    admitted that Dr. Rogers’s method “was acceptable,” at least “in some cases.” Dep. of
    Jennifer Lee Clancy, Ph.D. at 4, McKiver v. Murphy-Brown, LLC, No. 14-cv-00180-BR
    (E.D.N.C. Sept. 28, 2018), ECF No. 124-1.
    Finally, any contention that Dr. Rogers was not qualified was met with evidence
    that his area of expertise in waste management qualified him to opine on odor traceability,
    waste management measures, and their testability. See Expert Report of Dr. Shane Rogers
    at 4, McKiver v. Murphy-Brown, LLC, No. 14-cv-00180-BR (E.D.N.C. Sept. 28, 2018),
    ECF No. 81-2 (citing Dr. Rogers’s work with livestock agriculture and related emissions
    and “development of good management practices to decrease potential exposures of
    manure pollutants to neighbors and downwind produce growing areas”). Although Dr.
    Rogers is not (and never claimed to be) an expert on the ability of humans to perceive odor,
    that is beside the point. Appellees called Dr. Rogers as an expert on tracing how the
    compounds creating odor travel in agricultural settings.
    Taking all of this information as a whole, we conclude that the district court did not
    abuse its discretion in determining that Dr. Rogers’s opinions were both reliable and
    relevant to the issues in this case.
    iii.
    Further, as to Appellant’s grievance that the district court ruled on the admissibility
    of the testimony of Dr. Rogers without first affording Appellant a hearing, this argument
    fails.
    33
    A trial court has “considerable leeway in deciding in a particular case how to go
    about determining whether particular expert testimony is reliable.” Kumho Tire Co., 
    Ltd., 526 U.S. at 152
    (emphasis supplied). As the Supreme Court has made clear, Daubert’s
    factors “do not constitute a definitive checklist or test.”
    Id. at 150
    (emphasis in original)
    (internal quotation marks omitted). “[T]he gatekeeping inquiry must be tied to the facts of
    a particular case.”
    Id. (internal quotation marks
    omitted). Importantly, “[t]he trial court
    must have the same kind of latitude in deciding how to test an expert’s reliability, and to
    decide whether or when special briefing or other proceedings are needed to investigate
    reliability, as it enjoys when it decides whether or not that expert’s relevant testimony is
    reliable.”
    Id. at 152
    (emphasis in original).
    As the Supreme Court has explained, the district court here was entitled to rely on
    the parties’ materials without requiring further submissions or a Daubert hearing. The
    district court’s ruling from the bench reflected that it considered the parties’ arguments and
    briefing as to Dr. Rogers’s qualifications, area of expertise, and the relevance and reliability
    of his report. We conclude that the district court had sufficient information before it -- as
    detailed above -- such that refusing to grant a Daubert hearing was not an abuse of
    discretion.
    b.
    Dr. Dalton
    i.
    According to Appellant, it was prejudiced by the district court’s “allowing only
    Plaintiffs’ expert to testify on the central issue.” Appellant’s Br. 33 (emphasis in original).
    34
    While Dr. Rogers was permitted to testify, Appellant argues that its own odor expert, Dr.
    Pamela Dalton, was improperly prevented from testifying about her “odor monitoring
    study and her opinion regarding the lack of odor nuisance emanating from Kinlaw
    Farm[s].” J.A. 8596. The district court qualified Dr. Dalton, a scientist specializing in
    understanding the human perception of odor, as an odor expert, but it barred her from
    offering certain testimony about odor monitoring she conducted at Kinlaw Farms.
    Appellant’s arguments about the testimony of Dr. Dalton are inaccurate on a number of
    levels.
    First, contrary to Appellant’s assertions, the issues on which Dr. Rogers and Dr.
    Dalton opined are not the same. 6 Dr. Rogers did not purport to opine as to whether odors
    reaching Appellees’ properties constituted a nuisance or that an objective measure of
    objectionable odors was even possible. Dr. Dalton, on the other hand, asserted “to a
    reasonable degree of scientific certainty . . . that the normal operating activities at the farm
    do not produce odors that travel offsite at an intensity, frequency or duration that would be
    considered a nuisance level at the [Appellees’] properties.” Expert Report of Pamela
    Dalton, Ph.D, MPH at 5, McKiver v. Murphy-Brown, LLC, No. 14-cv-00180-BR (E.D.N.C.
    Sept. 28, 2018), ECF No. 96-1. Dr. Dalton also indicated, “It is generally agreed that unless
    6
    Though the Rules of Evidence do not guarantee perfect correspondence of adverse
    expert witness testimony, Appellant was in any event permitted to use Dr. Jennifer L.
    Clancy as a rebuttal witness to Dr. Rogers. Dr. Clancy’s testimony included her critique
    of Dr. Rogers’s methodology and report.
    35
    an odor can be detected at a 7:1 dilution or higher, it is not an objectionable odor.”
    Id. at 4.
    Citing its obligation to ensure “a valid scientific connection to the pertinent inquiry,”
    
    Nease, 848 F.3d at 229
    (quoting 
    Daubert, 509 U.S. at 592
    ), the district court rejected the
    proposed testimony of Dr. Dalton as to the odor levels emanating from Kinlaw Farms.
    Though the court did allow Dr. Dalton to testify about the unreliability of human self-
    reports of odor, it excluded Dr. Dalton’s “testimony about the odor monitoring study and
    her opinion regarding the lack of odor nuisance emanating from Kinlaw Farm[s].” J.A.
    8596. The district court explained, “North Carolina (unlike some other jurisdictions) has
    not adopted a dilution to threshold ratio or any other objective standard for assessing
    whether an odor is objectionable,” and even Dr. Dalton recognized “the perception of odors
    is a highly subjective experience.”
    Id. For these reasons,
    the district court concluded that
    her testimony “would have a strong likelihood of confusing or misleading the jury,” and
    her opinion based on her report would likewise “not be helpful to the jury and would be
    confusing.”
    Id. ii.
    We conclude that the exclusion of Dr. Dalton’s odor monitoring testimony was not
    an abuse of discretion. Though an expert’s “opinion is not objectionable simply ‘because
    it embraces an ultimate issue to be decided by the trier of fact’ -- [here, whether the odors
    leaving Kinlaw Farms created a nuisance] -- . . . such an opinion may be excluded if it is
    not helpful to the trier of fact under Rule 702.” Kopf v. Skyrm, 
    993 F.2d 374
    , 377–78 (4th
    Cir. 1993) (quoting Fed. R. Evid. 704(a)). Dr. Dalton purported to provide objective
    36
    evidence as to whether Kinlaw Farms was giving off odors constituting a nuisance and
    asserted that odors below a particular threshold were not considered objectionable. Given
    that North Carolina has not adopted an objective measurement for nuisance odors, and that
    Plaintiffs themselves would be testifying about their experiences relative to the nuisance at
    their respective properties, the district court’s judgment that Dr. Dalton’s testimony would
    not be helpful and would in fact confuse the jury was not an abuse of discretion.
    3.
    The Supreme Court has cautioned appellate courts against “fail[ing] to give the trial
    court the deference that is the hallmark of abuse-of-discretion review” in the expert
    testimony context. General Elec. Co. v. Joiner, 
    522 U.S. 136
    , 143 (1997). “[I]t is very
    much a matter of discretion with the court whether to receive or exclude the evidence;
    [such that] the appellate court will not reverse in such a case, unless the ruling is manifestly
    erroneous.”
    Id. at 142
    (quoting Spring Co. v. Edgar, 
    99 U.S. 645
    , 658 (1879)). This is
    true whether the evidence is physical or testimonial, from a lay witness or expert. See
    id. Here, none of
    the concerns lodged by Appellant render the district court’s evidentiary
    decisions “manifestly erroneous.”
    Id. (quoting Spring Co.,
    99 U.S. at 658).          And
    Appellant’s argument that the district court erred in admitting one expert without the other
    fails to appreciate that the testimonies speak to different issues -- one to whether odor-
    causing particles are present and the other to whether the odors were causing a nuisance --
    not to mention that no such parity is guaranteed by the Rules of Evidence. We therefore
    affirm the district court’s decisions as to admission and exclusion of the testimonies of Drs.
    Rogers and Dalton, respectively.
    37
    E.
    Jury Instruction as to Vicarious Liability for Nuisance
    Next, Appellant contends the district court misstated North Carolina law in its jury
    instruction on nuisance. Specifically, the district court instructed the jury that a party can
    be vicariously liable for nuisance “if it employs an independent contractor to do work
    which that party knows or has reason to know to be likely to involve the creation of a
    nuisance.” J.A. 9165. This language was based on section 427B of the Restatement
    (Second) of Torts (1965). Appellant claims, however, that this instruction misstated North
    Carolina law because the North Carolina Supreme Court has not explicitly adopted the
    language from this Restatement.
    1.
    “We review de novo whether the district court’s instructions to the jury were correct
    statements of law.” Gentry v. East West Partners Club Mgmt. Co., 
    816 F.3d 228
    , 233 (4th
    Cir. 2016) (quoting Emergency One, Inc. v. Am. FireEagle, Ltd., 
    228 F.3d 531
    , 538 (4th
    Cir. 2000)). “Even if a jury was erroneously instructed, however, we will not set aside a
    resulting verdict unless the erroneous instruction seriously prejudiced the challenging
    party’s case.”
    Id. (emphasis in original)
    (quoting Bunn v. Oldendorff Carriers GmbH &
    Co. KG, 
    723 F.3d 454
    , 468 (4th Cir. 2013)).
    2.
    First, we look to the language of Restatement section 427B, which states, “One who
    employs an independent contractor to do work which the employer knows or has reason to
    know to be likely to involve a trespass upon the land of another or the creation of a public
    38
    or a private nuisance, is subject to liability for harm resulting to others from such trespass
    or nuisance.” The comments to section 427B explain that the section applies particularly
    “where the contractor is directed or authorized by the employer to commit such a trespass,
    or to create such a nuisance, and where the trespass or nuisance is a necessary result of
    doing the work.” Restatement (Second) Torts § 427B cmt. b. But the section 427B rule
    will apply even if the employer did not “direct[] or authorize[]” the nuisance; “[i]t is
    sufficient that the employer has reason to recognize that, in the ordinary course of doing
    the work in the usual or prescribed manner, the trespass or nuisance is likely to result.”
    Id. 3.
    As Appellant indicates, North Carolina’s highest court has not expressly adopted
    the Restatement provision at issue. But Appellees urge that North Carolina case law
    demonstrates the Restatement’s “likely to” liability theory applies here.
    First and foremost, we are mindful of our role as a federal court sitting in diversity.
    In Rhodes v. E.I. du Pont de Nemours & Co., 
    636 F.3d 88
    (4th Cir. 2011) we explained,
    “[a] federal court acting under its diversity jurisdiction should respond conservatively when
    asked to discern governing principles of state law.”
    Id. at 96
    (citing Day & Zimmermann,
    Inc. v. Challoner, 
    432 U.S. 3
    , 4 (1975) (per curiam)). As a result, “in a diversity case, a
    federal court should not interpret state law in a manner that may appear desirable to the
    federal court, but has not been approved by the state whose law is at issue.”
    Id. With this principle
    in mind, in Rhodes, “we decline[d] the plaintiffs’ invitation to predict that the
    West Virginia Supreme Court of Appeals would adopt the specific provisions of the
    Restatement advanced by the plaintiffs.”
    Id. The Rhodes court
    identified a case from West
    39
    Virginia’s highest court directly conflicting with one of the Restatement theories the
    plaintiffs urged and found nothing else to show the alternative theory had been “embraced”
    by the state’s courts. See
    id. at 95–96.
    “But in a situation where the [state’s highest court] has spoken neither directly nor
    indirectly on the particular issue before us, we are called upon to predict how that court
    would rule if presented with the issue.” Private Mortg. Inv. Servs., Inc. v. Hotel and Club
    Assocs., Inc., 
    296 F.3d 308
    , 312 (4th Cir. 2002). The state’s intermediate appellate courts’
    decisions “constitute the next best indicia of what state law is, although such decisions may
    be disregarded if the federal court is convinced by other persuasive data that the highest
    court of the state would decide otherwise.”
    Id. (internal quotation marks
    omitted).
    We are therefore tasked with understanding whether North Carolina has embraced
    the jury instruction’s rule, as borrowed from the Restatement.
    4.
    In Coastal Plains Utilities, Inc. v. New Hanover County, 
    601 S.E.2d 915
    (N.C. Ct.
    App. 2004) itself -- the case Appellant cites for what it says is a general rule against
    contractor liability -- the intermediate Court of Appeals of North Carolina considered a
    party’s argument that a contractor’s employer is liable for a trespass “if the independent
    contractor’s trespass was committed at the direction of the employer, or where the work
    necessarily involved a trespass or where trespass is likely to occur.”
    Id. at 925
    (emphasis
    supplied) (internal citations omitted). The plaintiff there directly cited Restatement section
    427B for this principle and argued that the defendant’s water and sewer system was likely
    to result in a trespass. See
    id. at 925–26.
    Without question, the court went straight to
    40
    applying the “likely to” test Appellant here challenges.
    Id. at 926
    . 
    The independent
    contractor rather than its employer designed the project, so the court observed, “[The
    plaintiff] ha[d] not pointed to any evidence that the project, if properly designed, would
    likely have caused a trespass. Without such evidence, the County could not be held liable
    under this theory.”
    Id. at 926
    (emphasis supplied). If “North Carolina does not hold
    employers vicariously liable for hiring independent contractors to do work that is ‘likely’
    to create a nuisance,” as Appellant contends, Appellant’s Br. 47 (emphasis in original), we
    would expect that the Court of Appeals would have just said so, rather than attempting to
    apply that very standard.
    The district court’s jury instruction on the “likely to” exception here thus appears to
    be consistent with North Carolina law. The district court here possessed North Carolina
    precedent applying that very test, with nothing from the state’s highest court to suggest
    otherwise.   Application of the test appears in the very case Appellant advances to
    demonstrate North Carolina’s rule. See Appellant’s Br. 47 (quoting Coastal Plains Utils.,
    
    Inc., 601 S.E.2d at 923
    ). Where the Rhodes court saw the West Virginia Supreme Court
    of Appeals announcing a contrary rule to the Restatement and silence as to an alternative
    Restatement 
    theory, 636 F.3d at 96
    , the district court here was presented with North
    Carolina precedent applying the exact exception provided in the jury instruction it selected.
    Still, Appellant argues that the allegedly erroneous vicarious liability jury
    instruction given by the district court “significantly prejudiced” Appellant’s defense and
    permitted “reams of so-called ‘notice’ evidence about odor problems at other farms” to be
    admitted. Appellant’s Br. 49 (emphasis omitted). In Appellant’s view, evidence that
    41
    Appellant knew of odor problems at contract grower operations other than Kinlaw Farms
    would only be relevant under a theory of vicarious liability. But Appellant’s awareness of
    the known issues associated with its prescribed farming methods is relevant under a direct
    liability theory as well, such that -- even if the contested instruction as to vicarious liability
    were erroneous -- prejudice did not result.
    In North Carolina, harms caused by a “corporation’s acts or policies” constitute “a
    theory of direct liability” in the punitive damages context. Everhart v. O’Charley’s Inc.,
    
    683 S.E.2d 728
    , 737 (N.C. Ct. App. 2009). Therefore, the jury’s finding in favor of
    punitive damages could rest on Appellant’s acts itself, in making and enforcing the
    problematic policies and decisions, not merely on its direction of Kinlaw Farms. Evidence
    of the known effects of Appellant’s policies and procedures, as uniformly applied across
    their various grower operations including Kinlaw Farms, would therefore be relevant
    irrespective of any supposed vicarious liability theory based on supervision of its
    contractor.
    As a result, we hold that the contested jury instruction did not prejudice Appellant
    because the evidence admitted and the jury’s judgment equally apply under a theory of
    direct liability such that, even if the instruction were erroneous, it did not prejudice -- much
    less “seriously prejudice[]” -- Appellant. 
    Gentry, 816 F.3d at 233
    (emphasis in original).
    42
    F.
    Punitive Damages
    Finally, Appellant asks us to decide whether the district court erred in submitting
    the issue of punitive damages to the jury, rather than deciding as a matter of law that
    Appellees could not meet the punitive damages standard.
    1.
    At the close of Appellees’ case and again at the close of all evidence, Appellant
    moved for judgment as a matter of law that Appellees did not present sufficient evidence
    to meet North Carolina’s standard for punitive damages. The district court denied the
    motion each time.
    We review denial of a motion for judgment as a matter of law de novo, with all
    evidence and reasonable inferences taken in the light most favorable to the nonmoving
    party. See Russell v. Absolute Collection Servs., Inc., 
    763 F.3d 385
    , 391 (4th Cir. 2014).
    Judgment as a matter of law pursuant to Federal Rule of Civil Procedure 50 is proper
    when “a party has been fully heard on an issue during a jury trial and the court finds that a
    reasonable jury would not have a legally sufficient evidentiary basis to find for the party
    on that issue.” Fed. R. Civ. P. 50(a)(1). A district court should grant judgment as a matter
    of law “if the nonmoving party failed to make a showing on an essential element of his
    case with respect to which he had the burden of proof.” 
    Russell, 763 F.3d at 392
    (internal
    quotation marks omitted).
    North Carolina makes punitive damages available to plaintiffs who demonstrate that
    (1) the defendant is liable for compensatory damages and (2) either fraud, malice, or willful
    43
    or wanton conduct are present as aggravating factors and are related to the injury for which
    compensatory damages were awarded. N.C. Gen. Stat. Ann. § 1D-15(a). A plaintiff bears
    the burden of proving the existence of one of the aggravating factors by clear and
    convincing evidence.
    Id. § 1D-15(b). Here,
    Appellees alleged “willful or wanton
    conduct,” which North Carolina defines as “the conscious and intentional disregard of and
    indifference to the rights and safety of others, which the defendant knows or should know
    is reasonably likely to result in injury, damage, or other harm.”
    Id. § 1D-5. “Willful
    or
    wanton conduct means more than gross negligence.”
    Id. (internal quotation marks
    omitted).
    North Carolina does not permit punitive damages to be awarded “solely on the basis
    of vicarious liability for the acts or omissions of another.” N.C. Gen. Stat. Ann. § 1D-
    15(c). “Punitive damages may be awarded against a person only if that person participated
    in the conduct constituting the aggravating factor giving rise to the punitive damages, or if,
    in the case of a corporation, the officers, directors, or managers of the corporation
    participated in or condoned the conduct” in question.
    Id. In this context,
    we have
    previously explained, “[t]he plain meaning of ‘condone’ is to ‘forgive or overlook,’ or
    ‘permit the continuance of.’” Vandevender v. Blue Ridge of Raleigh, LLC, 
    901 F.3d 231
    ,
    239 (4th Cir. 2018) (quoting Miller v. B.H.B. Enters., Inc., 
    568 S.E.2d 219
    , 225 (N.C. Ct.
    App. 2002)). This means, for example, “[a] manager condones employees’ actions when
    the manager is aware of those actions and fails to intervene.”
    Id. (citation omitted). 44
                                                2.
    Appellant argues Appellees did not put forth evidence from which a reasonable jury
    could conclude Appellant engaged in willful or wanton conduct as an aggravating factor
    supporting punitive damages. Appellant makes no argument that the conduct at issue was
    not “related to” the claimed injuries. N.C. Gen. Stat. Ann. § 1D-15(a).
    a.
    Appellant Claims Lack of Knowledge
    Appellant’s primary wanton-and-willful argument is that it lacked knowledge of the
    conditions associated with its operation at Kinlaw Farms, and therefore cannot be said to
    have consciously disregarded any possible nuisance there. Appellant points, in part, to a
    lack of complaints from Appellees to Appellant as to the Kinlaw Farms operation. But
    Appellees argue that industrial hog operations are a “predictably messy business,” In re
    Murphy Brown, LLC, 
    907 F.3d 788
    , 792 (4th Cir. 2018), and contend Appellant “has
    known for decades that its ‘messy business’ is a nuisance when placed near residences,”
    Appellee Br. 30.
    i.
    Knowledge of Harms
    A lack of complaints about Kinlaw Farms in particular does not save Appellant from
    punitive damages. There can be no doubt that Appellees provided evidence of Appellant’s
    deliberate corporate policies and evidence that Appellant knew these policies had
    associated harms. Appellees’ proof in this regard included Appellant’s own collection of
    45
    media articles reporting conditions associated with its farming practices and policies, as
    well as its knowledge of studies detailing the effects of lagoon-and-sprayfield operations
    and types of effective remediation. 7 This evidence details effects on properties much
    further from the various hog operations than Appellees’ were from Kinlaw Farms. Yet,
    despite this knowledge, Appellant persisted in practices it knew were reasonably likely to
    result in injury to neighboring properties. The practices include but are not limited to (i)
    use of the existing lagoon-and-sprayfield waste management system without further
    remedial measures; (ii) the use of “dead boxes” to collect corpses; and (iii) persistent and
    unconstrained truck traffic.
    Still, according to Appellant, the lack of evidence that it had received complaints
    about Kinlaw Farms in particular forced Appellees to resort to what it calls a “nuisance per
    se” argument. Appellant’s Br. 20. But Appellees’ theory of liability was not that all
    lagoon-and-sprayfield farms are “inherently bad,” as Appellant phrases it
    , id. at 22,
    but
    rather that they create known risks to neighbors that must be monitored and remediated to
    avoid creating a nuisance. That is, Appellees sought to provide evidence sufficient for a
    reasonable jury to conclude that, in practice, Appellant’s persistent use of lagoons and
    sprayfields with only minimal remedial methods -- i.e. methods not comparable to known
    7
    Articles in Appellant’s possession and read into the record include accounts
    explaining that hog farms in Bladen County “stink” with a “sickening and nauseating
    odor,” such that neighbors “can’t plan outdoor activities because [they] never know which
    way the wind will blow.” J.A. 7451. In one letter in Appellant’s possession read at trial,
    a Bladen County resident explained that the hog farm in her community was affecting her
    “house and land and most of all [her] health” and that she had made verbal complaints
    about odor “several times.”
    Id. at 7449. 46
    effective methods -- created a nuisance affecting neighbors of Kinlaw Farms, and that
    Appellant knew its failure to fully remediate the harms associated with those practices was
    “reasonably likely to result in injury, damage, or other harm.” N.C. Gen. Stat. Ann. § 1D-
    5. For instance, Appellant admitted awareness of a number of available waste management
    technologies (such as soil technologies or lagoon covers) that would prevent nuisance
    odors from reaching neighbors and admitted that it could have its growers change to such
    technologies if it so chose.
    Yet Appellant argues that, because its farms were operated legally and consistent
    with all requisite permits, Appellees failed to prove that its lagoon-and-sprayfield
    operations were nuisances per se. This is beside the point. Lawful enterprises can
    constitute a nuisance in fact. See Jones v. Queen City Speedways, Inc., 
    172 S.E.2d 42
    , 47
    (N.C. 1970). The parties do not debate that Kinlaw Farms’s grandfathered use of the
    lagoon-and-sprayfield system satisfied North Carolina’s permitting requirements. But
    North Carolina law hardly “protects” these operations as Appellant suggests. Appellant’s
    Br. 21. Indeed, new hog operations seeking permits in North Carolina cannot utilize the
    lagoon-and-sprayfield methods as they existed at Kinlaw Farms and existing lagoon-and-
    sprayfield farms are being slated for conversion to other methods of waste management.
    See N.C. Gen. Stat. § 143-215.10I; N.C. Sess. Laws 1997–458.                  The farm’s
    “grandfathering” does not serve to shield Appellant from nuisance liability, but rather is
    evidence a jury could use to conclude Appellant knew its operations posed a threat of
    nuisance to neighboring properties absent additional remedial measures.
    47
    Moreover, Appellees’ claims were not solely based on effects of lagoon-and-
    sprayfield practices, but also on other known side effects associated with industrial hog
    farming. For example, “dead boxes” and frequent traffic doubtlessly can create a nuisance
    in fact by interfering with neighbors’ use and enjoyment of their land due to pests, odors,
    and noises. Appellant’s former director Don Butler’s testimony reflected the company’s
    knowledge that Bladen County residents complained about “odor, flies, noise, trucks, [and]
    interference with their quality of life” from neighboring hog farms. J.A. 7466. A jury
    reasonably could hold Appellant responsible for knowing about the likelihood of these
    resultant harms but still persisting in its existing carcass-management and trucking policies.
    Appellant cites Finch v. BASF Catalysts, LLC, No. 1:16-cv-1077, 
    2018 WL 3941978
    (M.D.N.C. Aug. 16, 2018), for the principle that “general awareness of danger is
    not enough to establish a conscious disregard of a known duty.”
    Id. at *5–6
    (citation
    omitted). Indeed, “knowledge of broad statements about potential harms under undefined
    conditions is insufficient to show willful and wanton misconduct.”
    Id. at *6
    (internal
    quotation marks omitted). But, although Appellant may not have had received specific
    complaints about Kinlaw Farms, the known dangers here were far from generic.
    Appellant had far more knowledge than the defendant in Finch, who was only
    “generally aware asbestos had health risks.” 
    2018 WL 3941978
    , at *6. Appellant was
    specifically aware of the risks associated with its chosen policies: Appellant possessed
    studies of Eastern North Carolina lagoon-and-sprayfield hog farms that explained the
    effects of those operations on their neighbors’ properties, received comments specifically
    about farms managed with its own methods, and knew Kinlaw Farms was in fact
    48
    implementing those practices as directed. The evidence demonstrates that Appellant
    ensured that its growers, including Kinlaw Farms, uniformly applied its practices:
    Appellant conducted weekly inspections of Kinlaw Farms to confirm that it maintained
    total compliance with Appellant’s prescribed policies. From this, a jury could reasonably
    conclude Appellant knew that Kinlaw Farms’s compliance with those procedures would
    create nuisance conditions for its neighbors.
    Further still, Appellees’ evidence demonstrated that Appellant knew the conditions
    as they actually existed at Kinlaw Farms based on multiple weekly inspections of the
    facility, including the proximity of neighbors, number of hogs, use of dead boxes, trucking
    schedule, and absence of control technologies. Thus, Appellees provided evidence from
    which a jury could conclude Appellant knew the procedures in place at Kinlaw Farms did
    not adequately address -- and actually persisted in -- known harms associated with lagoon-
    and-sprayfield operations and similar tightly controlled large hog farms in the region.
    ii.
    Intentional Disregard of Harms
    In all, there is abundant evidence supporting Appellant’s conscious disregard of the
    conditions at Kinlaw Farms. Appellees supplied evidence that Appellant knew the farming
    methods it mandated at Kinlaw Farms -- including lagoon-and-sprayfield waste
    management, minimal distance from neighboring properties, dead boxes, all-hours
    trucking, and a high volume of hogs -- caused known impacts to neighbors. This evidence
    included scientific studies and news reports in Appellant’s own collection, exposure to and
    participation in years of accumulated public comment on Appellant’s practices, and visible
    49
    political pressure to ensure adequate mitigation of the effects of those practices -- practices
    Appellant worked hard to ensure its contract growers, including Kinlaw Farms,
    implemented precisely. Appellees further provided evidence that, despite this knowledge,
    Appellant did not attempt to alleviate the effects of methods it knew Kinlaw Farms used at
    Appellant’s direction. Appellees also provided evidence demonstrating Appellant was
    aware of available technologies and its ability to alleviate the above described harms but
    chose not to implement those technologies. Finally, Appellees’ evidence demonstrated
    that Appellant did not even attempt to assess the impact of its operations on neighbors,
    despite known risks.
    Based on this abundance of evidence, a jury could reasonably conclude that
    Appellant persisted in its chosen farming practices despite its knowledge of the harms to
    its neighbors, exhibiting wanton or willful disregard of the neighbors’ rights to enjoyment
    of their property.
    b.
    Proactive Measures by Parent Companies
    Appellant also attempts to defeat punitive damages by relying on proactive
    measures taken by its parent companies as evidence that it could not have acted with
    wanton or willful disregard. Appellant offers Faris v. SFX Ent., Inc., No. 3:04-cv-08, 
    2006 WL 3690632
    , at *7 (W.D.N.C. Dec. 12, 2006), for the proposition that “even ineffective
    action may ‘show assertive effort inconsistent with disregard or indifference to the safety
    of others,’” Appellant’s Br. 22–23 (quoting Faris, 
    2006 WL 3690632
    , at *7).
    50
    First, as a district court opinion, Faris has no precedential value. See Booker v. S.C.
    Dep’t of Corrs., 
    855 F.3d 533
    , 538 n.1 (4th Cir. 2017). Beyond that, Faris fails to aid
    Appellant’s cause. In Faris, having heard word that two patrons had been electrically
    shocked in a stairwell, the defendant concert venue had a maintenance worker tape off the
    fixtures suspected of causing the problem; thus, the tortfeasor acknowledged the problem
    and took targeted action aimed at completely removing the risk of harm. 
    2006 WL 3690632
    , at *7. The court credited the defendant’s repeated efforts to correct, then test the
    correction, of the danger.
    Id. Therefore, the district
    court in Faris concluded that the
    plaintiff had not “produce[d] evidence that [the defendant] intentionally turned a blind eye
    to the danger: he looked, he saw, and he acted,” though his action was unfortunately
    ineffective.
    Id. The Faris court
    itself contrasted the facts presented there with a situation -- much
    like Appellant’s -- where the defendant “looked at [its options], saw the danger involved
    in using [the chosen approach], and used it despite the known danger.” 
    2006 WL 3690632
    ,
    at *7. Here, Appellees presented clear and convincing evidence Appellant knew about
    likely harms, denied their existence, and fought for them not to come to light. Appellees
    also provided evidence demonstrating that the supposed proactive steps -- investment in
    feed conversion and nutrient output -- were motivated by profit and/or efficiency of
    operations, as opposed to concern for neighbors of Appellant’s hog operations. The fact
    that Appellant’s policies expressly encouraged growers to avoid spraying at times
    neighbors were known to be outside demonstrates that Appellant knew its sprayfield
    operation was still likely to interfere with its neighbors’ use and enjoyment of their
    51
    property, even taking into account other supposed proactive efforts.         Even further,
    Appellant’s indifference to the effectiveness of its supposed remediation methods
    reasonably implies corresponding indifference to the rights of others to be free from the
    harms those methods are meant to avoid. See
    id. (noting defendant’s repeated
    efforts to
    ensure problem was resolved).
    Appellant’s conduct -- through its parent Smithfield -- might suggest an effort to
    reduce some odor effects. But a jury could still reasonably find conscious disregard of
    neighbors’ rights as evidenced by Appellant’s awareness that its methods fell far short of
    abating the problem, while it rejected alternatives demonstrably able to do so. 8 Moreover,
    even making proactive efforts to reduce fecal odor does not excuse Appellant from
    persisting in other practices such as dead boxes and all-hours trucking without any attempt
    to limit these practices out of respect for neighbors’ rights. On the whole, Smithfield’s
    limited proactive measures cannot rescue Appellant from punitive damages.
    8
    We pause here to note the inapplicability of Ward v. Autozoners, LLC, 
    958 F.3d 254
    (4th Cir. 2020) provided by Appellant as supplemental authority on this point. Ward
    is wholly inapposite to the case at hand. Ward applied a theory of vicarious liability
    pursuant to Title VII, which provides its own separate standard for punitive damages,
    requiring the employer to act “with malice or with reckless indifference.” 42 U.S.C.
    § 1981a(b)(1). In Ward, we concluded that an employee’s supervisors had been negligent
    “at best . . . not recklessly indifferent” where “there was simply not sufficient evidence
    demonstrating that [they] engaged in . . . steps [to address harassment] with ‘subjective
    appreciation’ of the inadequacy.”
    Id. at 268.
    Appellant attempts to use Ward to illustrate
    how punitive damages represent a “high standard [for a plaintiff] to meet,” but the standard
    the plaintiff there was asserting would apply punitive damages “imputed to an employer
    based solely on negligence by management level employees.”
    Id. at 269
    & n.5 (emphasis
    supplied). Here, by contrast, we are of course not applying Title VII’s punitive damages
    standard, and the evidence in the record supports a reasonable jury finding more than
    negligence.
    52
    c.
    Participation in or Condoning Misconduct
    Appellant’s final argument as to why punitive damages should not have been an
    available option for the jury is that Appellees failed to prove Appellant’s officers, directors,
    or managers “participated in or condoned” any misconduct. Appellant’s Br. 24 (quoting
    N.C. Gen. Stat. § 1D-15(c)).
    i.
    Appellant’s Policies
    Pursuant to North Carolina law, “[a] corporation may be subject to punitive damages
    based on a theory of direct liability where the corporation’s acts or policies constitute the
    aggravating factor.” Everhart v. O’Charley’s Inc., 
    683 S.E.2d 728
    , 737 (N.C. Ct. App.
    2009) (citation omitted). In Everhart v. O’Charley’s, Inc., 
    683 S.E.2d 728
    (N.C. Ct. App.
    2009), an intermediate North Carolina appellate court considered whether a company’s
    policy of requiring managers to complete an incident form before rendering aid to
    customers in medical distress met the wanton-and-willful standard. There, the court
    concluded a jury could reasonably find the company chose to protect the restaurant from
    harm over preventing or mitigating harm to others, and from this the jury could find willful
    or wanton disregard of guests’ rights. See
    id. at 736.
    As in Everhart, a reasonable jury
    here could conclude that Appellant’s own policies reflected conscious and intentional
    disregard of the safety and wellbeing of others in the interest of protecting the company’s
    bottom line, rendering direct liability applicable. See
    id. at 737
    (explaining that the
    company’s policy “recklessly disregards customers’ safety and well-being in order to begin
    53
    the process of protecting O’Charley’s against potential litigation,” supporting direct
    liability).
    Here, Appellees advanced evidence that Appellant’s own corporate policies -- as
    opposed to a separate policy of Kinlaw Farms -- prescribed the lagoon-and-sprayfield
    system, waste and carcass management, and all-hours truck traffic underlying the
    complaints.   As a result, in contrast to vicarious liability for acts of its contractor,
    Appellant’s liability is premised on the corporation’s own act of maintaining a set of
    policies it knew perpetuated the effects of hog farming that (i) caused the state to outlaw
    such operations within a mile of homes, except where neighbors came to the nuisance and
    (ii) resulted in well-documented complaints and study results that applied to Kinlaw Farms,
    since the policies mandated uniform conditions across Appellant’s grower sites.
    ii.
    Officers & Managers Condoning Conduct
    Furthermore, the evidence demonstrates that Appellant’s officers and managers had
    notice of the harms caused by its operations, based on studies, community meetings, and
    political engagement. See N.C. Gen. Stat. Ann. § 1D-15(c). Yet Appellant’s leadership
    persisted in mandating the culpable practices and participated in political efforts aimed at
    minimizing regulation of harms known to be associated with Appellant’s chosen farming
    methods. This evidence is sufficient to support punitive damages.
    In Vandevender v. Blue Ridge of Raleigh, LLC, 
    901 F.3d 231
    , 238–39 (4th Cir.
    2018), plaintiffs provided sufficient evidence to support an award of punitive damages by
    demonstrating the defendants’ managers had notice that their policy of maintaining
    54
    inadequate staffing created a danger to their facilities’ patients. 
    See 901 F.3d at 238
    –39.
    Similarly, here Appellees provided sufficient proof by demonstrating Appellant’s
    principals had notice that their policy of maintaining their standard lagoon-and-sprayfield
    systems, bins, and trucks created annoyance and disturbance to neighbors, as evidenced by
    (i) community comments; (ii) studies focused on their practices and region; (iii) successful
    legislation/activism to ban their form of farming and find alternatives; (iv) regular
    inspections of the farm in question, showing knowledge that its practices were by-the-book;
    and (v) longstanding advocacy to limit nuisance suits by neighbors, from which a jury could
    reasonably infer knowledge that Appellant intended to persist in its methods without
    amending its conduct to respect its neighbors’ use and enjoyment of their property. We
    did not require the plaintiffs in Vandevender to show the defendant knew the likely harms
    had already come to pass at the facility in question.
    It is therefore clear that a jury could find Appellant’s principals at minimum
    “forg[a]ve,” “overlook[ed],” or “permit[ted] the continuance of’” the conditions at Kinlaw
    Farms. 
    Vandevender, 901 F.3d at 239
    (each quoting 
    Miller, 568 S.E.2d at 225
    ). Appellees
    here provided evidence that Appellant’s decisionmakers actually required Kinlaw Farms’
    continued application of the problematic policies and attendant harms (such as dead boxes),
    in the face of statewide policy pressure to change these methods due to their known effects
    on neighbors when used as Appellant prescribed and with the knowledge that area residents
    were complaining about odor, flies, noises, and trucks associated with industrial hog
    operations.
    55
    Therefore, considering all evidence in the light most favorable to Appellees, we
    conclude the district court did not err in allowing the jury to decide whether Appellant’s
    principals “participated in or condoned” the aggravating conduct -- here, requiring its
    growers to persist in methods known to have associated harms.
    d.
    In sum, Appellees presented “clear and convincing evidence that [Appellant] w[as]
    fully aware” of the nuisance effects of its prescribed farming practices “yet did nothing or
    worse.” 
    Vandevender, 901 F.3d at 239
    . From the evidence here, a jury could reasonably
    conclude Appellant and its officers “knew -- because they were repeatedly told -- that [their
    currently prescribed remediation of odors, noise, and pests] was reasonably likely to result
    in [injury to neighboring properties].”
    Id. at 240.
    “They nonetheless deliberately continued
    to disregard duties imposed by law” -- here the duty not to harm neighbors’ use and
    enjoyment of their own land -- “because doing so would increase profits.”
    Id. “This is precisely
    the type of egregious conduct punitive damages are meant to deter.”
    Id. (citing N.C. Gen.
    Stat. § 1D-1, which explains that the purpose of punitive damages is “to punish
    a defendant for egregiously wrongful acts and to deter the defendant and others from
    committing similar wrongful acts”).
    Having reviewed all of the evidence in this case, we lack reason to reject either the
    district court’s submission of the question of punitive damages to the jury or the jury’s
    determination here that clear and convincing evidence established that punitive damages
    apply.
    56
    G.
    Financial Evidence
    Appellant’s final assignment of error is that the district court erred by admitting
    financial information of Appellant’s “corporate grandparent” Smithfield and “ultimate
    parent entity” WH Group, and by refusing to bifurcate the punitive damages portion of the
    trial from the liability phase due to the allegedly inflammatory nature of such evidence.
    Appellant’s Br. 26. The contested evidence includes the values of Appellants’ parent
    companies and their executive compensation.
    We address this “parent evidence” argument in two parts. First, we analyze the
    evidence in the context of the jury’s verdict as to liability. Then, we do the same with
    regard to punitive damages.
    1.
    Parent Evidence with Regard to Nuisance Liability
    a.
    Federal Rule of Evidence 403 states that a “court may exclude relevant evidence if
    its probative value is substantially outweighed by a danger of,” among other things, “unfair
    prejudice.” Fed. R. Evid. 403. “Except under the most ‘extraordinary’ of circumstances,
    where [the district court’s] discretion has been plainly abused, this Court will not overturn
    a trial court’s Rule 403 decision.” In re C.R. Bard, Inc. MDL. No. 2187, Pelvic Repair Sys.
    Products Liab. Litig., 
    810 F.3d 913
    , 920 (4th Cir. 2016) (internal quotation marks omitted).
    57
    b.
    We turn first to assess the probative value of the challenged financial evidence with
    regard to liability. The finances and executive compensation expenditures of Smithfield
    and WH Group were relevant to the question of nuisance liability because they are
    probative of the feasibility or impracticality of Appellant’s adoption of mitigation measures
    to avoid the harm to neighbors’ lands. In this regard, Appellees put forward testimony
    indicating that if Appellant wanted to cover its lagoons, Smithfield or WH Group would
    cover the costs. Specifically, Appellant’s president George Schmidt testified as follows:
    [Appellees’ Counsel]: If or when -- if the hog production
    division wanted to go cover the lagoons, it could go ask
    Smithfield or WH Group for the money to do it, right?
    Mr. Schmidt: That would be the procedure, yes.
    [Appellees’ Counsel]: And, as a matter of fact, if you wanted
    to do it, that would be where you’d get the money, you’d go to
    Smithfield or the WH Group for them to give you the money,
    right?
    Mr. Schmidt: Correct.
    J.A. 7908. The ability of Smithfield and WH Group to pay is therefore relevant evidence
    of whether Appellant would face undue hardship in abating the nuisance. If the cost of
    remediation were to be borne by a highly profitable parent company, Appellant’s claim
    that it would be harmed -- or that financial limitations prevented successful remediation --
    rings hollow.     Indeed, the AG Agreement itself committed Smithfield to providing
    financial assistance to convert lagoon-and-sprayfield systems operated by its contract
    growers. Smithfield’s ability to pay to do so thus is fundamental in deciding whether such
    58
    conversions were feasible. And significantly, Appellant conflated itself with its parent
    company, Smithfield, when asking the district court to credit Appellant with the AG
    Agreement and other policies adopted by Smithfield as though they were Appellant’s own.
    For all these reasons, we deem the parent financial evidence relevant to the question
    of whether any feasible effective remedial measures were out of Appellant’s reach.
    Therefore, we cannot conclude that the district court abused its discretion in deciding the
    probative value of this evidence -- which speaks to a key defensive argument raised -- was
    not “substantially outweighed” by unfair prejudice. Fed. R. Evid. 403. The district court
    carefully considered whether mention of Appellant’s parent companies’ finances was
    unduly prejudicial and whether this prejudice outweighed the probative value of that
    information. Further, the court made clear that the parent companies’ information could
    not itself be used to argue in favor of punishing Appellant. See J.A. 5726–27 (explaining
    that comparing individual executives’ salaries to local residents or using the foreign
    identity of Appellant’s corporate grandparent could not be used to argue in favor of
    punishment). The court also recognized that keeping information about parent companies’
    ability to pay from the jury would permit a defendant to unfairly claim both that it is too
    poor to afford existing remedial measures, but also that it has been proactive (through its
    parent company) in developing new alternatives. And because Appellant wanted to claim
    Smithfield’s conduct as a shield, the district court reasonably concluded that evidence of
    Smithfield’s ability to cover remediation costs also could come in as a sword.
    Furthermore, due to North Carolina’s particular nuisance framework, mention of
    the parent companies’ identities and ownership bears a cognizable relationship to the
    59
    question before the jury. See N.C. Pattern Jury Instr. (Civ.) § 805.25 (noting the relevance
    of the “nature, utility, and social value of the defendant’s operation” to the existence of a
    nuisance).   The task before the jury was to compare the community’s benefit with
    Appellees’ harm, and the fact that much of the profit from the injurious conduct left the
    area while Appellant and its local grower Kinlaw Farms were left unable to afford to abate
    the harm speaks to whether and how much the community benefitted from the operation.
    Ultimately, the district court did not bar Appellant from claiming its parent
    companies’ efforts as its own, but likewise also did not bar evidence of those companies’
    abilities to do better. Though Appellant admits that contrasting “the community’s benefit
    against the harm to [Appellees]” is consistent with North Carolina law, Appellant’s Br. 28
    (citing N.C. Pattern Jury Instr. (Civ.) § 805.25), it nonetheless contends that conflating
    Appellant and its parent companies in this analysis was unnecessary and unfair. But having
    invoked its parent companies’ identities in its defense, Appellant cannot complain that the
    court allowed the jury to have information about those entities for the purposes of
    comparing benefits and harms as delineated by North Carolina law. Where this is the case,
    we cannot override the district court’s considered judgment that the evidentiary value of
    the parent companies’ information was not substantially outweighed by undue prejudice.
    2.
    Parent Evidence with Regard to Punitive Damages
    Though we decline to overturn the district court’s admission of Appellant’s parent
    company financial evidence relevant to liability, we reach a different conclusion as to
    bifurcation and the amount of punitive damages. Specifically, we conclude that the value
    60
    and compensation evidence was relevant to whether punitive damages should have been
    awarded and do not disturb the district court’s considered judgment that any prejudice
    associated with that information did not substantially outweigh its probative value in that
    context.   However, this evidence does not bear the same level of relevance to the
    determination of the amount of punitive damages supported by Appellant’s conduct.
    Because of this irrelevance and because of the particular ability of potentially inflammatory
    evidence to sway a jury’s calculation of punitive damage awards, we vacate the judgment
    below as to the amount of punitive damages and remand for rehearing on that issue alone.
    a.
    We review a district court’s decision not to bifurcate a trial for abuse of discretion.
    Shetterly v. Raymark Indus., Inc., 
    117 F.3d 776
    , 782 (4th Cir. 1997).
    North Carolina has a mandatory bifurcation statute. N.C. Gen. Stat. § 1D-30. “But,
    in our federal system, bifurcation is a case-specific procedural matter within the sole
    discretion of the trial court.” Nester v. Textron, Inc., 
    888 F.3d 151
    , 163 (5th Cir. 2018)
    (citation omitted). Federal courts sitting in diversity “are to apply state substantive law and
    federal procedural law.” Hanna v. Plumer, 
    380 U.S. 460
    , 465 (1965). Therefore, “a district
    court is simply not bound by state law when deciding whether to bifurcate.” 
    Nester, 888 F.3d at 163
    (citing Getty Petroleum Corp. v. Island Transp. Corp., 
    862 F.2d 10
    , 15 (2d Cir.
    1988) and Rosales v. Honda Motor Co., 
    726 F.2d 259
    , 260 (5th Cir. 1984)); see Shugart v.
    Cent. Rural Elec. Co-op, 
    110 F.3d 1501
    , 1504 (10th Cir. 1997); Sellers v. Baiser, 
    792 F.2d 690
    , 694 (7th Cir. 1986); Moss v. Associated Transp., Inc., 
    344 F.2d 23
    , 27 (6th Cir. 1965).
    61
    Federal Rule of Civil Procedure 42(b) specifies, “[f]or convenience, to avoid
    prejudice, or to expedite and economize, the court may order a separate trial of one or more
    separate issues . . . .” As we have explained, “when it is determined that the evidence
    relevant to the appropriate amount of punitive damages will be prejudicial to the jury’s
    consideration of liability or compensatory damages, bifurcation of the trial under Fed. R.
    Civ. P. 42(b) remains an available solution.” Mattison v. Dallas Carrier Corp., 
    947 F.2d 95
    , 110 (4th Cir. 1991) (citation omitted). This does not mean it is the only solution.
    “[S]ince the evidence usually overlaps substantially, the normal procedure is to try
    compensatory and punitive damage claims together with appropriate instructions to make
    clear to the jury the difference in the clear and convincing evidence required for the award
    of punitive damages.” Hangarter v. Provident Life & Acc. Ins. Co., 
    373 F.3d 998
    , 1021
    (9th Cir. 2004) (alteration in original) (quoting McLaughlin v. State Farm Mut. Auto. Ins.
    Co., 
    30 F.3d 861
    , 871 (7th Cir. 1994)).
    “The party requesting separate trials bears the burden of convincing the court that
    such an exercise of its discretion will (1) promote greater convenience to the parties,
    witnesses, jurors, and the court, (2) be conducive to expedition and economy, and (3) not
    result in undue prejudice to any party.” F&G Scrolling Mouse, LLC v. IBM Corp., 
    190 F.R.D. 385
    , 387 (M.D.N.C. 1999) (citations omitted).
    b.
    Appellant raises a very real specter of prejudice stemming from the parent company
    financial information. The Supreme Court has reminded us that “the presentation of
    evidence of a defendant’s net worth creates the potential that juries will use their verdicts
    62
    to express biases against big businesses, particularly those without strong local presences.”
    State Farm Mut. Auto. Ins. Co. v. Campbell, 
    538 U.S. 408
    , 417 (2003) (quoting Honda
    Motor Co. v. Oberg, 
    512 U.S. 415
    , 432 (1994)).            Importantly, “[o]ur concerns are
    heightened when the decisionmaker is presented . . . with evidence that has little bearing
    as to the amount of punitive damages that should be awarded,” because “[v]ague
    instructions, or those that merely inform the jury to avoid passion or prejudice do little to
    aid the decisionmaker in its task of assigning appropriate weight to evidence that is relevant
    and evidence that is tangential or only inflammatory.”
    Id. at 418
    (internal quotation marks
    omitted).
    As explained above, the district court here did not abuse its discretion where,
    through the AG Agreement and Appellant’s admissions, Appellant’s ability to remediate
    harms necessarily implicated the financial worth and expenditures of its parent companies.
    But having decided to admit this evidence on the question of liability, the district court
    nonetheless needed to evaluate the effect that same information would have in the context
    of punitive damages and whether the risk of prejudice -- as described by the Supreme Court
    -- required bifurcation.
    A jury must be convinced by clear and convincing evidence to award punitive
    damages. This is a higher evidentiary burden than applies to the simple question of whether
    a defendant is liable for a nuisance. In finding nuisance, the jury had already concluded
    that Appellant had the ability to abate the harm without undue hardship. As with nuisance
    liability, we recognize the relevance of parent company financials relative to punitive
    damages where, as here, a defendant admits the connection of its parents to its own ability
    63
    to abate a nuisance. However, with regard to determining the amount of punitive damages
    to award, we fail to see what value the parent company financial evidence would have that
    could possibly outweigh the substantial risk of prejudice it carries in that delicate context.
    As the Supreme Court has recognized, inflammatory financial evidence can be
    especially destructive in the context of punitive damages because of the leeway given to
    juries in selecting the appropriate amount necessary to punish and deter. See State Farm
    Mut. Auto 
    Ins., 538 U.S. at 417
    (explaining how “punitive damages pose an acute danger
    of arbitrary deprivation of property” because of the “wide discretion” given to juries “in
    choosing amounts”). To be sure, juries are and should be afforded substantial room to
    exercise their discretion, but it is the court’s responsibility to ensure that the tools the jury
    uses to exercise that discretion are appropriate. See 
    Mattison, 947 F.2d at 105
    (“When a
    jury is left to its own devices to take property or mete out punishment to whatever extent
    it feels is best in the course of the process, our sensibilities about that process are
    offended.”).
    “[A] defendant’s financial position is a proper consideration in assessing punitive
    damages.” See Stamathis v. Flying J, Inc., 
    389 F.3d 429
    , 442 (4th Cir. 2004) (citing Pacific
    Mut. Life Ins. Co. v. Haslip, 
    499 U.S. 1
    , 22 (1991)). The jury here was instructed to
    consider Appellant’s ability to pay punitive damages, and the district court did not
    reference Appellant’s parents’ ability to pay. This makes sense: while testimony indicated
    that Appellant’s parent companies would be responsible for remediation costs -- justifying
    admission of the financial evidence on the matter of liability -- there was no such evidence
    64
    that Appellant’s parent companies would be made to bear the costs of a punitive damage
    award.
    Still, without a more specific jury instruction, a jury exposed to the high-dollar
    values of Appellant’s parent companies and the parents’ executive compensation could
    understandably -- but inappropriately -- apply that information when it came time to decide
    how much money would be required for Appellant to “feel” the effect of the damages
    award. Appellees used the high values and high-dollar compensation figures of Smithfield
    and WH Group to argue that Appellant, through its relationship to these wealthy parents,
    “ha[d] the money to eliminate the odor, [yet] cho[se] to do nothing.” J.A. 5817; see also
    J.A. 9050 (“They know there is a problem. They know there is a fix. They willfully choose
    not to do anything about it. Not even figure out how much it would cost [to fix], but yet
    they pay $245 million to four people over four years. That’s the kind of money they can
    spend when they want to.”) But though this evidence is relevant to the question of whether
    Appellant’s refusal to change policies and technologies was a willful choice, it does not
    bear the same relevance to the proper amount of punitive damages necessary “to punish
    [Appellant] for egregiously wrongful acts.” N.C. Gen. Stat. § 1D-1.
    Thus, given the irrelevance of the parents’ financial information to the amount of
    punitive damages, and given the lack of guidance provided to the jury as to how that
    information is to be applied in the analysis, in the absence of a limiting instruction, we
    conclude that the district court should have bifurcated the trial pursuant to Federal Rule of
    Civil Procedure 42(b) in order to avoid any undue prejudice associated with such evidence.
    To be quite clear -- we do not disturb the district court’s decision to submit the availability
    65
    of punitive damages to the jury or the jury’s determination that those damages are
    appropriate in this case; rather, we are only remanding for a new calculation of those
    damages absent the parent company financial evidence that threatens significant prejudice
    without any relevance to the question of the appropriate amount of punitive damages to
    award.
    “Exacting appellate review ensures that an award of punitive damages is based upon
    an application of law, rather than a decisionmaker’s caprice.” State Farm Mut. Auto. 
    Ins., 538 U.S. at 418
    (internal quotation marks omitted). Juries are given greater latitude in
    assigning value to punitive damages than they possess in the liability and compensatory
    damages contexts, where the damages awarded are grounded in actual losses to the
    plaintiff. Because of this distinction, our deferential standard of review requires us to only
    redress the evidentiary prejudice as it pertains to the amount of punitive damages, where
    financial prejudice has a unique ability to do harm to a defendant. Here, a limited remand
    so that the amount of the punitive damages award can be reconsidered with constraints on
    the parent financial information will ensure that the award is based solely on Appellant’s
    own conduct and ability to pay, and not on any unfair prejudice against its status as the
    subsidiary of a wealthy parent. We therefore vacate the jury’s judgment as to the amount
    of punitive damages, and remand for rehearing with omission of the inflammatory parent
    company financial evidence.
    III.
    For the foregoing reasons, we conclude that none of Appellant’s arguments require
    the grant of a new trial wholesale. We do however remand this case for the limited purpose
    66
    of determining the proper amount of punitive damages without the parent company
    financial evidence, including executive compensation.
    AFFIRMED IN PART;
    VACATED AND REMANDED IN PART
    67
    WILKINSON, Circuit Judge, concurring:
    I am pleased to concur in Judge Thacker’s well-reasoned opinion. It ably explains
    why compensatory and punitive damages were appropriate here and why the admission of
    certain financial information, specifically the valuation and executive compensation
    structure of Murphy-Brown’s parent companies, was especially prejudicial with respect to
    the amount of any punitive award. As Judge Thacker notes, punitive damages represent
    an especially unmoored and ungrounded form of relief, and it makes sense to keep their
    consideration free of gratuitously inflammatory evidence. The danger of an unleashed jury,
    moreover, is far greater where it sets the amount of a punitive award than when it
    determines willfulness and wantonness. See Sasaki v. Class, 
    92 F.3d 232
    , 238 (4th Cir.
    1996) (affirming a jury finding of punitive liability while remanding for a redetermination
    of punitive damages). It is that danger that Judge Thacker rightly perceives requires a
    remand here.
    I write separately, however, to highlight the facts in this case that support the jury’s
    finding that liability for compensatory and punitive damages in some amount was
    warranted. It is past time to acknowledge the full harms that the unreformed practices of
    hog farming are inflicting.
    This is not to say that the industry is unimportant. In fact, quite the contrary. Hog
    farming is central to economic life in North Carolina. It supports 46,000 much-needed,
    mostly low-skill jobs and accounts for approximately $11 billion of the state’s annual
    economic productivity. Brief of the American Farm Bureau Federation et al. as Amici
    Curiae Supporting Appellant 8, McKiver v. Murphy-Brown (No. 19-1019) [hereinafter
    68
    Am. Farm Bureau Brief]. 1 This economic activity is concentrated in the state’s relatively
    rural eastern region. Sampson, Duplin, and Bladen counties collectively contain over forty
    percent of the state’s hog farms, where size undoubtedly makes for market efficiencies.
    See
    id. at 8–9.
    The efforts of those who work in these farms play an important role in
    preserving the nation’s food supply. Pork products include not only bacon, sausage, ham,
    and pork chops, but also byproducts with pharmaceutical applications. Inedible byproducts
    such as pig hair and skin can be useful in producing, respectively, such things as paint
    brushes and wallets. John R. Romans et al., Purdue University, Pork By-Products,
    https://www.animalgenome.org/edu/PIH/128.html.
    It is the hog’s misfortune, and, I suppose, humanity’s good fortune that it has
    become such an indispensable animal. To safeguard the hog farming industry, the state
    legislature amended the Right to Farm Act, limiting future nuisance recoveries to declines
    in a property’s market value. See N.C. Sess. Laws 2017-11, codified at N.C. Gen. Stat. §
    106-702. The state had also generally capped punitive awards per plaintiff at “three times
    the amount of compensatory damages or two hundred fifty thousand dollars ($250,000),
    whichever is greater.” N.C. Gen. Stat. § 1D-25(b). In passing these laws, the state
    legislature acted within its constitutional police powers.
    1
    While it is of course true that amicus briefs were not part of the jury’s
    consideration, they align in this case to an exceptional extent with the extensive trial
    testimony that is herein referenced.
    69
    But our job is different. In this case, the ancient tort of nuisance, which has long
    refereed disputes between neighbors, see e.g., Tenant v. Goldwin (1705) 92 Eng. Rep. 222,
    is claimed to have a very contemporary application. Plaintiffs, almost all of modest means
    and minorities, live in close proximity to Kinlaw Farms, the hog farm at issue in this case.
    They have brought suit contending that Murphy-Brown, which by virtue of contract
    directed Kinlaw’s operations, “substantially” and “unreasonabl[y]” interfered—in a
    “willful and wanton” manner—with the “use and enjoyment of their property.” Complaint
    at 35, 39, McKiver v. Murphy-Brown, LLC, No. 4:14-cv-00153-F (E.D.N.C. Aug. 21,
    2014); see also Morgan v. High Penn Oil Co., 
    77 S.E.2d 682
    , 689 (N.C. 1953); N.C. Gen.
    Stat. § 1D-15(a). The industry counters that such suits pose “a dire threat to hog farming”
    in North Carolina, and—even more urgently—“an existential threat to the livelihoods of
    farmers and the food security of our Nation.” Am. Farm Bureau Brief 3, 9. As noted
    above, I fully recognize the essential contributions of the pork industry in general, and of
    North Carolina’s hog farms in particular. I am also not so naive as to imagine that hog
    farming could ever be an antiseptic enterprise. But the record here reveals outrageous
    conditions at Kinlaw Farms—conditions that, when their effects inevitably spread to
    neighboring households, violated homeowners’ rights to the healthful enjoyment of their
    property. All this the jury recognized, and its verdict, once capped, was essentially a just
    one.
    How did it come to this? What was missing from Kinlaw Farms—and from
    Murphy-Brown—was the recognition that treating animals better will benefit humans.
    What was neglected is that animal welfare and human welfare, far from advancing at cross-
    70
    purposes, are actually integrally connected. The decades-long transition to concentrated
    animal feeding operations (“CAFOs”) lays bare this connection, and the consequences of
    its breach, with startling clarity. Once, most hogs were raised on “smaller, pasture-based
    hog farms.” J.A. 618. Now, the paradigm has shifted: “large numbers of hogs, often many
    thousands” crowd together in each of the many cramped “confinement structures” that
    comprise the typical hog CAFO. J.A. 618; see also USDA Nat’l Agric. Statistics Serv.,
    2017 Census of Agriculture: Vol. 1, Ch. 1: U.S. National Level Data, Tbl. 23: Hogs and
    Pigs – Inventory by Type of Producer: 2017. The following illustrates how Kinlaw, an
    endpoint of this pasture-to-CAFO transition, created serious ecological risks that, when
    imprudently managed, bred horrible outcomes for pigs and humans alike. 2
    The warp in the human-hog relationship, and the root of the nuisance in this suit,
    lay in the deplorable conditions of confinement prevailing at Kinlaw, conditions that there
    is no reason to suppose were unique to that facility. Confinement defined life for the over
    14,000 hogs—all of which Murphy-Brown owned—that Kinlaw Farms had crammed into
    its twelve confinement sheds. J.A. 6197–98, 6908. Consistent with Kinlaw’s role as a
    “finishing” facility, hogs arrived at around forty pounds, to be fattened to over seven times
    their starting weight. J.A. 6200. The one thing that never grew with the hogs, though, was
    the size of their indoor pens. Even though “[h]ogs grow bigger now,”
    id., the pens’ design
    has not changed a whit in twenty-five years. See J.A. 6200, 7823. The sad fate of Kinlaw’s
    2
    Following the jury verdict, Smithfield Hog Production stopped placing new hogs
    at and removed existing hogs from Kinlaw Farms. J.A. 9322–23.
    71
    hogs was, therefore, to remain in these densely packed pens from the time they arrived to
    the time they were shipped for slaughter, straining in vain as their increasing girth slowly
    but surely reduced them to almost suffocating closeness. See J.A. 6198.
    To manage waste under such conditions, the concrete floors of Kinlaw’s sheds were
    partially slatted.
    Id. These slats were
    supposed to allow the hogs’ feces and urine to fall
    through to a gutter system below. J.A. 6200–02. But due to the close confinement just
    described, hogs were often packed too tightly to defecate over the slats. J.A. 5211. As a
    result, waste built up
    , id., and as photos
    of Kinlaw’s facilities show, hogs ended up covered
    in feces. J.A. 6758–64; see also J.A. 5828–29, 8510, 9027.
    The waste that did make it through the slats to the gutter system was flushed four to
    six times a day to one of three nearby open-air “lagoons”—essentially three uncovered, 8
    million-gallon cesspools. J.A. 6202–03; see also J.A. 6740–41. From there, the waste
    material was sprayed into the air, to fertilize nearby crops—a waste disposal method known
    as the lagoon-and-sprayfield system. J.A. 4980, 6203–04, 6958–59.
    The dangers endemic to such appalling conditions always manifested first in animal
    suffering. Ineluctably, however, the ripples of dysfunction would reach farm workers and,
    at last, members of the surrounding community. To start, take the basic issue of air quality.
    When pigs defecated, gases accumulated in their sheds. J.A. 5217, 6198–99. But at certain
    concentrations—only possible under conditions of overcrowded, indoor confinement—
    these gases could become toxic, even fatal, to the hogs. J.A. 6199. To prevent its hogs
    from dying in their own wind, Kinlaw ventilated their sheds by opening curtains that
    released these noxious fumes unfiltered into the air outside. J.A. 5217, 6197–99.
    72
    Viewing the sheds’ diminished air quality solely as a “hog problem” misses the very
    real hazard it represented for workers. See Brief for Dr. Lawrence B. Cahoon et al. as
    Amici Curiae Supporting Plaintiffs-Appellees 9–15, McKiver v. Murphy-Brown (No. 19-
    1019) [hereinafter Dr. Cahoon Brief]. Workers, after all, breathe the same air as the hogs
    they tend.   Given that these gases could kill pigs, it is entirely unsurprising that
    “approximately 50 percent of [CAFO] workers experience one or more of the following
    health outcomes: bronchitis, toxic organic dust syndrome, hyper-reactive airway disease,
    chronic mucous membrane irritation, occupational asthma and hydrogen sulfide
    intoxication.” J.A. 8244.
    What may seem surprising, but should not, is the gaseous spiral’s final arc: the air
    quality threat posed to Kinlaw’s neighbors. Like workers, neighbors living within two
    miles of hog CAFOs suffer from elevated rates of respiratory problems. J.A. 8242–43.
    Nearby residents may also suffer from aggravated rates of high blood pressure, depression,
    and infant mortality. Dr. Cahoon Brief 10–13; see also J.A. 8243. One study has even
    shown that children attending schools as far as three miles away from a hog CAFO face an
    increased likelihood of presenting asthma-related symptoms. Dr. Cahoon Brief 13; see
    also J.A. 935.
    This triangular rotation among animals, workers, and homeowners is no fluke. It
    repeats again and again. Consider another similarly structured example: the problem of
    viral disease. It is well-established that close confinement leads to the “increased risk of
    the spread of disease” between hogs. J.A. 5206; see also Brief for the Humane Society of
    the United States as Amici Curiae Supporting Plaintiffs-Appellees 17, McKiver v. Murphy-
    73
    Brown (No. 19-1019) [hereinafter Humane Society Brief]. The buildup of excrement is,
    for example, “conducive to . . . breeding flies and insects,” J.A. 5211, which are known
    “vectors of disease,” J.A. 2567. Indeed, Kinlaw Farms suffered an outbreak of Porcine
    Epidemic Diarrhea Virus. J.A. 1801. It was, again, the hogs that suffered first.
    But humans are not far behind. Pathogens like H1-N1 “swine flu,” which incubate
    and mutate in pigs, can sometimes jump to human hosts. J.A. 5204–05, 5972–73. The
    swine flu outbreak of 2009, which led to almost 275,000 hospitalizations and 12,500 deaths
    in the United States, put the country on notice of that fact. In any future pig-to-human
    transmission, individuals working directly with affected pigs at facilities like Kinlaw are
    likely to be among the first infected, followed shortly thereafter by other members of their
    community.
    Analogous is the problem of diseases communicated not virally, but rather through
    bacterial infection. And again, it starts with the harms that pigs suffer in confinement: to
    compensate for the stressors of close confinement, CAFOs commonly administer
    antibiotics at subtherapeutic concentrations both “as prophylactic drugs and to increase
    feed efficiency and daily weight gain.” J.A. 5205; see also J.A. 5973; Humane Society
    Brief 17, 23. The predictable result is the genesis of novel strains of antibiotic-resistant
    bacteria. J.A. 5205. These strains, much more difficult to eradicate, plague the hogs more
    acutely.
    As before, though, the problem’s impact on pigs is only the first link in a longer
    chain that wraps around workers and the surrounding homeowners. Antibiotic-resistant
    bacteria can spread from hogs to people, J.A. 5971–72; see also J.A. 5206 (“The capacity
    74
    for human care workers, their families, and residents of nearby communities to become
    infected with antibiotic-resistant microorganisms from swine CAFOs has long been
    documented.”), and even beyond the farm’s neighboring communities. J.A. 5972–73. The
    human health implications arising from antibiotic-resistant bacteria are severe: “if we use
    antibiotics . . . when we don’t really need them to treat people, they’ll lose their
    effectiveness when we really need them.” J.A. 5971; see also J.A. 5205–06.
    The fourth and, in many senses, final confinement-related variation on this theme is
    the sheer amount of death at hog CAFOs like Kinlaw. Up to “ten percent of pigs die in
    confinement most likely due to complications from their overcrowded environment and
    lack of individualized veterinary care.” Humane Society Brief 11; J.A. 9014. The hogs at
    Kinlaw faced a slightly lower, but still significant, mortality rate of around seven percent.
    See J.A. 5201–02. This figure assumes that Kinlaw operated at full capacity. There is
    some suggestion that Kinlaw operated above capacity to account for the fact that “some
    [hogs] are going to die.” J.A. 6908. 3
    Dying hogs imperil human well-being in other ways. As Judge Thacker has noted,
    the problem lies in Kinlaw’s method of storing and disposing of the numerous dead hogs.
    See Maj. Op., ante at 48–49. Kinlaw piled carcasses into uncovered storage containers that
    3
    The calculation works are follows. Kinlaw Farms had a permitted hog count of
    14,688. J.A. 5202. Based on the typical finishing operation turnover of 2.5 sellouts per
    year, J.A. 5201, approximately 36,720 hogs passed through Kinlaw in a year (= 14,688 x
    2.5). Kinlaw had average weekly fatalities of 49 hogs, J.A. 5202, or 2,548 hogs per year
    (= 49 * 52). Thus, around 6.9% of hogs passing through Kinlaw were expected to die
    (= 2,548 / 36,720).
    75
    plaintiffs call “dead boxes.” J.A. 4956, 5679–80, 7867. Unfortunately for Kinlaw’s
    neighbors, exposed hog carcasses attracted buzzards and flies, which range with scant
    concern for property rights.    J.A. 8446.    A sorely unwelcome buzzard startled one
    neighbor’s little girl so badly that she slammed a door on her foot. J.A. 7757. Other
    homeowners detailed their distress at finding flies in their hair and food, J.A. 7317, and
    suffering invasions of “more gnats than you’ve ever seen in your life,” J.A. 7352. These
    unwelcome visitations were not minor inconveniences. They were hazardous to health and
    vectors of disease. See J.A. 1098–99, 2566–67. And they originated with the mistreatment
    of Kinlaw’s hogs.
    The plentiful hog carcasses of Kinlaw Farms also posed a nuisance to neighbors
    when they were carted away daily in “dead trucks,” which caused the worst of the odors.
    J.A. 7260–62. Other Kinlaw trucks created noise and dust ceaselessly. As part of the initial
    design, Murphy-Brown placed a private service road leading to Kinlaw Farms within feet
    of nearby homes when an alternate route would have impacted neighbors far less. J.A.
    2024, 7271–72, 7813–16, 7918.        Instead, neighbors suffered from trucks constantly
    entering and leaving Kinlaw Farms—the truck delivery schedule, set by Murphy-Brown,
    showed eleven deliveries between 12:30 a.m. and 5:30 a.m. during a single morning. J.A.
    7273. Again, Murphy-Brown cut corners and its neighbors suffered for it.
    At the risk of replaying this theme ad nauseum, it should be observed that these
    interlocking dysfunctions were characteristic not just of close confinement but of the
    lagoon-and-sprayfield system as well. The negative effects on animals, workers, and
    homeowners are here all visible in a single glance. As with any large, uncovered cesspool,
    76
    it should come as no surprise that “[e]nvironmental and health concerns with the lagoon
    technology include emissions of ammonia, odors, pathogens, and water quality
    deterioration.” J.A. 6384 (internal citations omitted). The waste in these lagoons almost
    “certainly” contained “pathogenic microorganisms and bacteria,” including antibiotic-
    resistant bacteria. J.A. 6969. When this waste material is sprayed into the air, everything
    around, including nearby homes, is at the mercy of the prevailing winds. J.A. 5242–43.
    While the odor potential from spraying untreated hog waste high into the air—where it
    then drifts toward nearby homes—is self-evident, Murphy-Brown also knew of odor
    complaints from neighbors of hog farms with setups similar to Kinlaw. J.A. 5242–43,
    7466–68. Nevertheless, it persisted in requiring the system for Kinlaw.
    Even setting dispersion aside, the existence of lagoons maintained like Kinlaw’s
    tends to compromise local water quality. Studies have shown that many lagoons leach
    waste material into both surface water and groundwater. Dr. Cahoon Brief 15. In surface
    water, leakage can produce toxic algae blooms inimical to local wildlife and their habitat.
    Id. at 15–16;
    see also J.A. 5974–76. And waste that enters groundwater creates a health
    hazard, particularly for any nearby residents who drink or bathe with well water. Dr.
    Cahoon Brief 17–18; see also J.A. 5975. Water quality concerns are especially pressing
    here because Kinlaw—like many eastern North Carolina hog facilities—sits in a
    floodplain.   J.A. 618, 5761–63.     Similarly situated lagoons have overflowed during
    hurricanes, Dr. Cahoon Brief 18; J.A. 5761, and even under less dramatic weather
    conditions, recently sprayed waste material at Kinlaw can easily flow into the nearby Cape
    Fear River. See J.A. 624, 5231. Needless to say, deterioration in the local water quality is
    77
    a grievous blow to both animal and human welfare. Here as elsewhere, these two values
    are not orthogonal, but integrally connected.
    At the end of all this wreckage lies an uncomfortable truth:          these nuisance
    conditions were unlikely to have persisted for long—or even to have arisen at all—had the
    neighbors of Kinlaw Farms been wealthier or more politically powerful. Indeed, North
    Carolina’s ban on building new lagoon-and-sprayfield systems arose after CAFOs
    threatened to expand into a General Assembly member’s home district of Moore County,
    a popular destination for golfers and tourists. Stuart Leavenworth, Golfers Take on Pork
    Producers over Hog-Farm Rules, News & Observer, Feb. 27, 1997 (“When it hits home in
    your district, you become more keenly aware of problems that other parts of the state are
    having. . . . Travel and tourism are so very important to my district.” (quoting Rep. Richard
    Morgan of Moore County)); see also N.C. Sess. Law 1997-458; J.A. 5810–11, 7532. In
    1997, residents of Bladen County suffered from a poverty rate almost twice that of Moore
    County—by 2018, the poverty rate grew to nearly three times that of Moore County. State
    and County Estimates for 1997, U.S. Census Bureau, Small Area Income and Poverty
    Estimates Program, https://www.census.gov/data/datasets/1997/demo/saipe/1997-state-
    and-county.html; 2018 Poverty and Median Household Income Estimates—Counties,
    States, and National, U.S. Census Bureau, Small Area Income and Poverty Estimates
    Program (Dec. 2019), https://www.census.gov/data/datasets/2018/demo/saipe/2018-state-
    and-county.html. And a substantial proportion of residents near Kinlaw Farms are people
    of color. J.A. 5697.
    78
    It is well-established—almost to the point of judicial notice—that environmental
    harms are visited disproportionately upon the dispossessed—here on minority populations
    and poor communities. See Brief of the North Carolina Environmental Justice Network
    and the Rural Empowerment Association for Community Help as Amici Curiae Supporting
    Plaintiff-Appellees 26, McKiver v. Murphy-Brown (No. 19-1019) (noting that “[Industrial
    hog operations are] disproportionately concentrated in communities of color” and “that
    African Americans, Latinos, and Native Americans are 1.54, 1.39, and 2.18 times
    (respectively) more likely than whites to live within three miles of one or more
    [operations].”); see also J.A. 2263–64, 8422–23, 8426. But whether a home borders a golf
    course or a dirt road, it is a castle for those who reside in it. It is where children play and
    grow, friends sit and visit, and a life is built. Many plaintiffs in this suit have tended their
    hearths for generations—one family for almost 100 years. J.A. 7796. They are exactly
    whom the venerable tort of nuisance ought to protect. Murphy-Brown’s interference with
    their quiet enjoyment of their properties was unreasonable. It was willful, and it was
    wanton. The record fully supports the jury’s finding that punitive damages were warranted.
    Moreover, plaintiffs’ suffering—stemming from Murphy-Brown’s mistreatment of
    its hogs—was avoidable. The scale of industrial hog farming is no warrant to ride
    roughshod over the property rights of neighbors, the health of workers and community
    members, and the lives of the hogs themselves. In fact, not one of the above problems is
    insuperable. Many can be mitigated using “[s]imple management and manure handling
    controls.” J.A. 5221. For example, facilities could decrease the number of hogs penned in
    each shed
    , id., install covers on
    lagoons to lessen air and water pollution, J.A. 7896–900,
    79
    or implement available controls to remove pollutants from the air prior to ventilation, J.A.
    5223. Moreover, “[i]f Smithfield paid for more labor, [it] may be able to keep the swine
    houses cleaner, which would also keep the hogs cleaner, reduce the dust, and reduce the
    odor.” J.A. 5221. This suggestion appears particularly apt for Kinlaw, where a single
    employee managed all twelve hog sheds—over 14,000 hogs—largely by himself.
    Id. Perhaps due to
    labor constraints, Kinlaw flushed waste from the gutter beneath the
    sheds “around four to six times a day,” while a North Carolina State facility using similar
    technology flushes waste “up to 12 times a day.” J.A. 6202. This difference matters,
    because when you flush more, “it’s less waste accumulation so, of course, less opportunity
    for . . . gases and other things to evolve and to be emitted from the hog facility.”
    Id. Beyond these straightforward
    improvements, more sophisticated solutions abound.
    Of note, “Terra Blue” advanced wastewater treatment technology—which was developed
    under the AG Agreement, see Maj. Op., ante at 8–9—is known for “pathogen reduction,
    odor reduction beyond the property boundaries, and . . . treat[ing] . . . wastewater
    constituents to a high quality before that material is disposed of.” J.A. 6985–86. It is
    sometimes true that economic development and environmental quality are incompatible.
    But it is not always the case, and the notion that we are invariably forced to a binary choice
    is a fallacy. Mutual benefit would seem within reach here. Advanced systems may benefit
    hogs and farmers by decreasing hog mortality and increasing weight gain “compared to the
    traditional lagoon management.” See J.A. 6392. However, Murphy-Brown never diverged
    from the lagoon-and-sprayfield system, J.A. 1988, 2005–10, or instructed Kinlaw to
    80
    implement any available technological improvements, or so much as considered the cost.
    J.A. 7628, 7656–65, 7874–80.
    All this and more this nuisance lawsuit has laid bare. Courts may take note when
    an industry has “unduly lagged in the adoption of new and available devices.” The T.J.
    Hooper, 
    60 F.2d 737
    , 740 (2d Cir. 1932). While it is obviously not our job to displace
    corporate decision-making with our own, improvements in technology may bear relevance
    at trial to a company’s remediation efforts and options. As Gregg Schmidt, the president
    of Murphy-Brown, wrote in 2013: “We also believe that . . . many of our contract farms
    are approaching the age where significant renovations are necessary to ensure that the farm
    continues to operate efficiently.” J.A. 5231. These renovations were long overdue at
    Kinlaw Farms.
    And efficiency is only one piece in the responsible stewardship of this essential
    industry. Leaders of such industries can cultivate them in ways that account for their full
    impact on all stakeholders.     Business Roundtable, Statement on the Purpose of a
    Corporation (Aug. 2019). Smithfield itself has put it best:
    We believe that financial stability and sustainability go hand in hand. Our
    sustainability strategies help us improve our company.
    We seek to create value for our stakeholders, for our employees, and for our
    company as a whole. . . . We believe we can create greater value for each of
    our stakeholders by recognizing the intrinsic interconnections between our
    business objectives and our sustainability objectives. . . .
    We use the term “value creation” broadly and think of it in ways that go
    beyond just our own company’s value.
    81
    J.A. 6632. Stakeholders do not just include consumers, suppliers, and employees; they
    include neighbors of hog facilities, children who go to school nearby, medical patients who
    rely on antibiotics, wildlife and water sports enthusiasts, and many more.
    Finally there is Wilbur, the pig who was friends with a spider, a rat, geese, sheep,
    cows, and a little girl. Charlotte’s Web reminds us that all life is interconnected. And
    while not all pigs will be pardoned like Wilbur, it is fitting that the creatures who give their
    very lives for us, receive in return our efforts to make their brief stay on earth less
    intolerable. For their sake and for ours. Such is the web of life.
    82
    AGEE, Circuit Judge, concurring in part and dissenting in part:
    Although I concur in the resolution of several issues addressed in the majority
    opinion, I disagree that the admission of evidence relating to Murphy-Brown’s corporate
    parents posed an improper risk only to the jury’s calculation of punitive damages. In my
    view, the admission of this evidence was also patently erroneous as to liability for both
    compensatory and punitive damages. The prejudice from this error is so profound that a
    full new trial is necessary.
    In addition, I disagree with the majority opinion’s affirmance of the district court’s
    decisions regarding the admissibility of certain expert witness testimony. Specifically, I
    conclude the district court abused its discretion in (1) failing to exercise its Daubert 1
    gatekeeping function, which should have led to the limitation of testimony from Plaintiffs’
    expert witness Dr. Shane Rogers, and (2) excluding Murphy-Brown’s expert witness Dr.
    Pamela Dalton from testifying about the results of olfactometer measurements taken at and
    near Kinlaw Farms. These evidentiary errors so affected the entire trial that they too require
    remanding for a new trial.
    For these reasons, described in greater detail below, I respectfully dissent in part. 2
    1
    Daubert v. Merrell Dow Pharmaceuticals, Inc., 
    509 U.S. 579
    (1993).
    2
    I concur in the majority opinion’s conclusions that: (1) Kinlaw Farms was not a
    necessary and indispensable party in this case, Maj. Op. II.A; (2) the statute of limitations
    would not bar Plaintiffs’ nuisance claims because this case alleged a “continuing” nuisance,
    Maj. Op. II.B; and (3) at the time this case was filed, North Carolina law authorized
    recovery of compensatory damages for loss of use and enjoyment of property, and the 2017
    amendment to the Right to Farm Act does not operate retroactively to bar Plaintiffs from
    recovering such damages as a matter of law, Maj. Op. II.C.
    83
    I. Legal Background & District Court Proceedings
    A. North Carolina Nuisance Law
    Before exploring the particulars of the evidentiary errors, a brief discussion of
    Plaintiffs’ claim is warranted. Each of the ten plaintiffs asserted a single cause of action—
    private nuisance under North Carolina law—against a single defendant, Murphy-Brown,
    LLC, d/b/a Smithfield Hog Production Division. Because operating “a lawful enterprise is
    not a private nuisance per se,” Plaintiffs asserted that Kinlaw Farms was a private nuisance
    per accidens, meaning that they alleged it “bec[a]me [a] nuisance[] by reason of [its]
    location, or by reason of the manner in which [it was] constructed, maintained or operated.”
    Watts v. Pama Mfg. Co., 
    124 S.E.2d 809
    , 813 (N.C. 1962). 3 A plaintiff must prove two
    things to hold a defendant liable for creating or maintaining a private nuisance per
    accidens: “(1) that the defendant’s use of its property, under the circumstances,
    unreasonably invaded or interfered with the plaintiff’s use and enjoyment of the plaintiff’s
    property; and (2) because of the unreasonable invasion or interference, the plaintiff suffered
    substantial injury.” Elliott v. Muehlbach, 
    620 S.E.2d 266
    , 269 (N.C. Ct. App. 2005). The
    two elements operate in tandem, as North Carolina courts have summarized a plaintiff’s
    prima facie case to require a showing of “the existence of a substantial and unreasonable
    interference with the use and enjoyment of [the plaintiff’s] property.” The Shadow Group,
    L.L.C. v. Heather Hills Home Owners Ass’n, 
    579 S.E.2d 285
    , 287 (N.C. Ct. App. 2003).
    3
    I have omitted internal quotation marks, alterations, and citations here and
    throughout the opinion, unless otherwise noted.
    84
    The “unreasonableness” component of a nuisance per accidens cause of action
    recognizes that individuals generally have freedom to use their property as they desire and
    some interferences with another person’s use of his property are expected when living in
    community. 
    Watts, 124 S.E.2d at 815
    . This inquiry does not look to “whether a reasonable
    person in plaintiffs’ or defendant’s position would regard the invasion as unreasonable, but
    whether reasonable persons generally, looking at the whole situation impartially and
    objectively, would consider it unreasonable.”
    Id. at 814.
    That is why “[w]hat is reasonable
    in one locality and in one set of circumstances may be unreasonable in aanother [sic].”
    Id. North Carolina courts
    have identified many circumstances that factfinders can consider
    when determining whether an interference is unreasonable, including:
    the surroundings and conditions under which defendant’s conduct is
    maintained, the character of the neighborhood, the nature, utility and social
    value of defendant’s operation, the nature, utility and social value of
    plaintiffs’ use and enjoyment which have been invaded, the suitability of the
    locality for defendant’s operation, the suitability of the locality for the use
    plaintiffs make of their property, the extent, nature and frequency of the harm
    to plaintiffs’ interest, priority of occupation as between the parties, and other
    considerations arising upon the evidence.
    Id. “[N]o single factor
    is decisive, [and] all the circumstances in the particular case must
    be considered.” 
    Elliott, 620 S.E.2d at 270
    .
    The “substantial injury” component recognizes that because “[t]he law does not
    concern itself with trifles,” recovery is limited to invasions involving “more than slight
    inconvenience or petty annoyance.” 
    Watts, 124 S.E.2d at 815
    . North Carolina courts have
    explained that a “substantial interference” means “a substantial annoyance, some material
    85
    physical discomfort or injury to the plaintiff’s health or property.” The Shadow 
    Group, 579 S.E.2d at 200
    .
    B. The Claim & the Trial
    Plaintiffs’ case was built around the allegation that three aspects of Kinlaw Farms’
    operations constitute a cognizable nuisance: (1) regular—though not constant—odors
    emanating onto their property from hogs and the lagoon-and-sprayfield waste management
    system; (2) buzzards and flies that frequented their properties, particularly when hog
    carcasses were stored in “dead boxes” awaiting removal from Kinlaw Farms; and (3) trucks
    driving on the dirt road that passed close to their residences to access Kinlaw Farms
    throughout the day and night to deliver and remove hogs. Plaintiffs each lived between
    one-tenth to one-half mile from the hog-confinement buildings, waste lagoons, or
    sprayfields on Kinlaw Farms; several of Plaintiffs’ residences abut the unpaved roads used
    to access Kinlaw Farms.
    Much of the evidence Plaintiffs submitted in support of their case was uncontested
    and is not at issue on appeal. Broadly described, their evidence included Plaintiffs’
    anecdotal descriptions of all three complained-of circumstances; records about Kinlaw
    Farms’ operations, including waste spraying and truck transport schedules; expert
    testimony about how the lagoon-and-sprayfield waste management system works and the
    long-studied effects of industrial hog operations, including the type of lagoon-and-
    sprayfield system used at Kinlaw Farms, on surrounding communities; and testimony about
    86
    North Carolina’s hog industry generally, including legislative action regulating it from the
    1990s to present day. 4
    Similarly, much of Murphy-Brown’s evidence was uncontested and is not at issue
    on appeal. It consisted of testimony describing (and records documenting) Kinlaw Farms’
    compliance with North Carolina laws regulating lagoon-and-sprayfield waste management
    systems on hog farms; Smithfield Foods, Inc.’s cooperation in studies regarding odor
    reduction following a 2000 agreement with North Carolina’s Attorney General (“2000 AG
    Agreement”) 5; Murphy-Brown’s responsiveness to reports of odor problems at other farms
    and the absence of any such complaints about Kinlaw Farms; efforts Murphy-Brown had
    undertaken to minimize odors associated with hog waste at its farms, including Smithfield
    Foods, Inc.’s research and development of hog feed that decreased the volume and odor of
    4
    Both parties presented extensive evidence about North Carolina’s regulation of the
    industry. It included newspaper articles and scientific and legislative reports regarding
    statewide complaints about industrial hog farm odors in the 1990s that led to the
    legislature’s decision to prohibit new lagoon-and-sprayfield waste storage systems from
    being created (while old systems were grandfathered in), as well as decades-long lobbying
    efforts in opposition and support of changes to the industry within the state and at other
    Murphy-Brown-affiliated farms in the United States.
    5
    The 2000 AG Agreement was entered into by the North Carolina Attorney General
    and Smithfield Foods, Inc. and several of its subsidiaries, including Murphy Farms, in
    which Smithfield Foods, Inc. agreed to participate in and fund research into
    “environmentally superior” waste management technology, and to subsidize the
    installation of any technology on its own and contract farms if an independent panel
    determined the technology was “technically, operationally and economically feasible” to
    implement. J.A. 7714, 7717. (That same year, Smithfield Foods, Inc. acquired Murphy
    Farms, which was later merged “with and into” Murphy-Brown. See J.A. 206, 597–98.)
    87
    hog feces; and anecdotal testimony from other individuals living within a few miles of
    Kinlaw Farms who testified they were not bothered by odors or the other alleged nuisances.
    As relevant here, Murphy-Brown challenges the evidentiary decisions described
    above, which are reviewed for abuse of discretion. “A district court abuses its discretion if
    its conclusion is guided by erroneous legal principles or rests upon a clearly erroneous
    factual finding.” Westberry v. Gislaved Gummi AB, 
    178 F.3d 257
    , 261 (4th Cir. 1999). A
    district court’s evidentiary decision is subject to reversal only if, after considering the full
    record, the Court is left with “a definite and firm conviction that the court below committed
    a clear error of judgment in the conclusion it reached upon a weighing of the relevant
    factors.”
    Id. Lastly, evidentiary errors
    are subject to harmless-error review, meaning that
    erroneous decisions warrant a new trial only if the error affected a party’s “substantial
    rights.” Fed. R. Civ. P. 61. This standard requires that the error “so fatally infect[ed] the
    trial” as to violate the trial’s “fundamental fairness.” Ward v. AutoZoners, LLC, 
    958 F.3d 254
    , 273 (4th Cir. 2020).
    II. Trial Testimony About Murphy-Brown’s Corporate Parents
    Murphy-Brown challenges the admission of certain evidence about its corporate
    parents, which it contends allowed Plaintiffs to argue that Murphy-Brown should be held
    liable based on evidence about its parent corporations, which are not parties in this case.
    A. Factual Background and District Court Ruling
    Murphy-Brown is the sole defendant in this case. After the case was filed, but before
    trial, Murphy-Brown began doing business under the name “Smithfield Hog Production
    Division.” This tradename change reflected an ongoing effort to rebrand all Smithfield
    88
    Foods, Inc. subsidiaries under the “Smithfield” name. Throughout trial, the district court,
    counsel for both parties, and witnesses referred to “Murphy-Brown” and “Smithfield”
    using this interchangeable shorthand. Depending on context, sometimes “Smithfield”
    meant Murphy-Brown; sometimes it meant corporate parent Smithfield Foods, Inc.; and
    sometimes it meant the entire chain of corporate entities from Murphy-Brown on up to its
    ultimate corporate owner, WH Group Limited (“WH Group”).
    But Murphy-Brown is not the same corporate entity as Smithfield Foods, Inc. In
    2000, Smithfield Foods, Inc. purchased Murphy Family Farms; it later merged Murphy
    Family Farms with its other hog production subsidiaries to operate that aspect of Smithfield
    Foods, Inc.’s business under the name “Murphy-Brown.” In 2013, Smithfield Foods, Inc.
    became a “wholly-owned subsidiary of Shuanghui International Holdings Limited,” a
    China-based company, and a year later Shuanghui changed its name to WH Group. J.A.
    8286. 6
    Murphy-Brown filed motions in limine seeking to exclude evidence about its own
    and its parent companies’ financial condition, executive compensation as well as its
    Chinese ownership. The district court denied the motion to exclude evidence of Murphy-
    Brown’s financial condition and reserved ruling on the parent companies’ financial
    condition until trial. It granted the motion to exclude “references to and evidence of
    6
    The actual relationship is more complicated, as Murphy-Brown’s sole member is
    John Morrell & Co., which is a wholly-owned subsidiary of Smithfield Foods, Inc., which
    is owned by United Global Foods (US), Inc., which is owned by Ipopema 127. In turn, that
    entity is owned by SFDS Malta Limited, which is owned by Rotary Vortex Limited, which
    is owned by WH Group.
    89
    Chinese ownership, exports of pork to China and other Asian nations, and racial issues.”
    J.A. 5796. Specifically, it ruled that Plaintiffs could “bring out that the WH Group is a
    Chinese corporation,” but that they could not mention communism or government control
    of Chinese corporations and could not “emphasize the ownership by the Chinese or any
    foreign entity.” J.A. 5724. The district court later agreed to the clarification that Plaintiffs
    could elicit testimony that “there is Chinese ownership,” but advised that they could “not
    stress that . . . I mean, it’s a fact and the fact that it’s a Chinese ownership is okay, but to
    argue that somehow you should punish these people because the grandparent corporation,
    whatever, is owned by the Chinese is unacceptable and I will not permit it.” J.A. 5727.
    At trial Plaintiffs were permitted to introduce evidence that WH Group was a
    Chinese-based company doing business on the Hong Kong stock exchange, a fact they
    repeatedly referenced during opening and closing statements. From the outset of the trial,
    Plaintiffs characterized this case as a foreign company using cheap production methods in
    North Carolina:
    In 2013, a Chinese company called Shuanghui purchases Smithfield
    Murphy-Brown for $7.1 billion dollars. In the largest ever purchase of an
    American company by the Chinese. 25 percent of the pork in the United
    States is produced in the country, but owned by a foreign company. Using
    the cheapest waste disposal method available makes it cheaper to grow hogs
    in North Carolina than it is in China. 30 percent of Smithfield’s hogs are
    exported. The waste stays here.
    Shuanghui is renamed WH Group and in 2015, Murphy-Brown is
    renamed Smithfield Hog Production Division. This is part of the one
    Smithfield initiative instituted by the new foreign owners. It’s a symbol of
    the fact that this is all one economic enterprise. The Smithfield Hog
    Production Division creates the hogs that Smithfield turns into the pork so
    that the foreign owner, WH Group, can make a profit. I’ll refer to this
    corporate organization through the trial as they refer to themselves,
    90
    Smithfield. So during the trial when you hear Murphy Farms, Caroll’s,
    Brown’s of Carolina, Premium Standard Farms, Smithfield Hog Production,
    Shuanghui, WH Group, those are all part of one economic entity: Smithfield.
    In 2016, the Smithfield Hog Production Division sold $2.7 billion
    dollars worth [sic] of pork.
    J.A. 5813–14. Plaintiffs emphasized that under “Smithfield’s” current operations, “all this
    profit goes to the owners of Smithfield, that foreign company, WH Group,” but argued that
    if “Smithfield” implemented even more odor-reducing technologies to implement on its
    North Carolina farms, then
    some of that profit would benefit the North Carolina economy by paying for
    those things. . . . Smithfield can give back to North Carolina by creating jobs
    and spending money cleaning up their mess and the neighborhoods. A
    company doesn’t get to cut costs or make profits by ruining the neighbors’
    use and enjoyment of their property. It’s Smithfield’s hogs, Smithfield’s
    hogs’ waste, Smithfield’s profit. Smithfield must pay for the harm.
    J.A. 5853.
    During trial, Plaintiffs interrogated Murphy-Brown executives about Smithfield
    Foods, Inc.’s approximately $1 billion profit annually, WH Group’s nearly $2 billion profit
    annually, 7 and the combined $245 million that three Smithfield Foods, Inc. executives and
    one Murphy-Brown executive earned from 2010 to 2015. 8 When Plaintiffs began
    questioning Murphy-Brown executive Donald Butler about WH Group’s $2 billion profits,
    7
    Plaintiffs’ reference to the corporate parents’ profits varied, with most references
    citing “Smithfield’s” $2 billion in profit, attributing to Murphy-Brown all of WH Group’s
    profits for its worldwide business.
    8
    Specifically, Plaintiffs were permitted to introduce evidence relating to the
    compensation paid to Smithfield Foods, Inc.’s President and CEO, Executive Vice
    President and CFO; the Pork Group’s President and COO; and Murphy-Brown’s President.
    (Continued)
    91
    Murphy-Brown objected, but was summarily overruled each time. The next day, Murphy-
    Brown raised a more detailed objection, reminding the district court that it had deferred
    ruling on the motion in limine to exclude evidence about the corporate parents’ profits, and
    that Plaintiffs were supposed to obtain a ruling before questioning witnesses about it, but
    had failed to do so. Murphy-Brown pointed out that because of the way Plaintiffs were
    “using the word ‘Smithfield’ interchangeably to refer both to Murphy-Brown and to the
    parent company, the manner in which [Plaintiffs’ counsel was] doing this [was] very
    confusing and misleading to the jury and certainly would have left the impression that it[]
    [was] Murphy-Brown that had $2 billion of profits.” J.A. 7808. Further, Murphy-Brown
    argued that this information was irrelevant and extremely prejudicial, and it sought a
    limiting instruction and a ruling prohibiting further questioning of this kind. The district
    court “accept[ed] responsibility” for what had occurred the day before, but indicated that
    it would continue to allow this testimony—without any limiting instruction—because “the
    evidence that has been presented by [Plaintiffs] on the integrator setup of this company
    Consistent with Plaintiffs’ collective reference to the compensation for these four
    positions throughout trial, Murphy-Brown challenges as prejudicial the admission of the
    entire $245 million in compensation. But the analysis to determine admissibility of
    financial compensation for the President of Murphy-Brown differs from the analysis for
    the admissibility of the financial compensation for the non-party Smithfield Foods, Inc.
    executives. For current purposes, it’s sufficient to point out that the district court’s decision
    failed to recognize the meaningful distinctions between parties and non-parties, as well as
    subsidiary and parent corporations. At any future trial, the analysis must consider these
    differences in determining admissibility, if any, of such evidence.
    92
    makes an admission of evidence” about WH Group or Smithfield Foods, Inc. admissible
    as evidence about Murphy-Brown “itself.” J.A. 7810–11. 9
    Plaintiffs later questioned Murphy-Brown’s president, Gregg Schmidt, about the
    combined $245 million compensation paid to four “Smithfield” executives over six years.
    In so doing, Plaintiffs elicited testimony that compensation information was “no longer a
    matter of public record” because “the foreign ownership of Smithfield” meant that it was
    “no longer obligated to make certain . . . Security Exchange Commission filings with the
    United States Government.” J.A. 7882. Schmidt acknowledged that “Smithfield” was no
    longer “listed on the New York Stock Exchange,” but was “part of a company that[] [was]
    listed on the Hong Kong Exchange so it ha[d] different reporting requirements.” J.A. 7882.
    During closing statements, Plaintiffs once again used the district court’s rulings to
    full effect, referring to the billions of dollars in profit of WH Group and Smithfield Foods,
    Inc. on at least six separate occasions and peppering in references to the executive
    compensation multiple times as well. E.g., J.A. 9005 (“Smithfield refuses to implement
    [odor-reducing technologies] despite profits of $2 billion every year.”); 9009 (“Despite $2
    billion in profit every year, Smithfield says it’s too expensive.”); 9011 (“And last year, in
    a single year, WH Group made $2 billion in profit. $2 billion in profit. Selling pork.”);
    9
    The parties described the corporate structure as being “vertically integrated,”
    meaning not just that each subsidiary is entirely owned by each corporate parent all the
    way to WH Group, but also that Smithfield Foods, Inc. owns every aspect of its pork-
    related business from feed to hogs to slaughterhouses to pork processing and sales. As its
    rebranding indicated, Murphy-Brown is Smithfield Foods, Inc.’s hog production division.
    Murphy-Brown owns the hogs it places on its own and contract-farmers’ industrial hog
    farms to be raised and slaughtered.
    93
    9043 (“It’s all about a $2 billion a year profit not being spent to fix their own mess.”); 9050
    (“They willfully choose not to do anything about [this problem]. Not even figure out how
    much it would cost, but yet they pay $245 million to four people over four years.); 9051–
    52 (“We know how Smithfield values the harm. Smithfield values the harm in their own
    dollars. Murphy-Brown revenue, $3 billion every year. WH Group after tax profit, $2
    billion every year. Smithfield after tax profit, $1 billion every year. The cost of covering
    all North Carolina lagoons, $500 million. The pay for just four Smithfield executive [sic],
    from 2010 to 2015, $245 million.”); 9125 (“And finally, the defendant’s ability to pay
    punitive damages as evidenced by its revenues or net worth. And that’s why we’re
    discussing it. . . . The revenues are $3 billion dollars every year. . . . [W]hether the defendant
    profited by the conduct—is $2 billion every year for WH Group, $1 billion dollars every
    year for Smithfield.”).
    B. Analysis
    Murphy-Brown raises two interconnected errors in the district court’s evidentiary
    rulings: (1) the admission of evidence about non-party corporate parents’ financial
    information to establish a subsidiary’s liability and assess damages; and (2) the admission
    of evidence that a Chinese corporation owns Murphy-Brown, which Plaintiffs exploited to
    argue this case was against foreign big business in an appeal to xenophobia. Each argument
    involves slightly different focal points and is addressed separately, although they rely on
    interconnected facets of the record and the law.
    94
    1. Ignoring Foundational Principles of Corporate Liability to Admit Evidence
    About the Finances of Murphy-Brown’s Parent Corporations
    Plaintiffs were the masters of their complaint and decided to name only one
    defendant: Murphy-Brown. This decision means that any judgment obtained would be
    against Murphy-Brown alone. As a matter of essential due process, “a person is not subject
    to a judgment entered in litigation in which he has not been named as a party or been made
    a party by service of process.” Life Techs. Corp. v. Govindaraj, 
    931 F.3d 259
    , 264 (4th Cir.
    2019). So even assuming Plaintiffs proved their nuisance claims against Murphy-Brown,
    that judgment—including any compensatory or punitive damages award—could be levied
    against Murphy-Brown alone. Neither WH Group nor Smithfield Foods, Inc. could be held
    liable in this case.
    Even if Plaintiffs had named any of Murphy-Brown’s corporate parents as a
    defendant, their ability to obtain judgment against those defendants would have been
    contingent on a separate analysis and determination of whether the evidence permitted
    judgment against that defendant either directly or by piercing the corporate veil. Put
    another way, before establishing liability, Plaintiffs would have had to first demonstrate to
    the court that it was appropriate to disregard corporate formalities and allow one or more
    of the parent corporations to be held liable for the conduct of Murphy-Brown. This course
    is required by the cardinal rule of corporate law that “a parent corporation (so-called
    because of control through ownership of another corporation’s stock) is not liable for the
    acts of its subsidiaries.” United States v. Bestfoods, 
    524 U.S. 51
    , 61 (1998); accord Watters
    v. Wachovia Bank, N.A., 
    550 U.S. 1
    , 43 (2007) (Stevens, J., dissenting) (“[T]he primary
    95
    advantage of maintaining an operating subsidiary as a separate corporation is that it shields
    the [parent corporation] from the operating subsidiaries’ liabilities.”); Richardson v. Bank
    of America, N.A., 
    643 S.E.2d 410
    , 421 (N.C. Ct. App. 2007) (same). In appropriate cases,
    an “equally fundamental principle of corporate law” provides “that the corporate veil may
    be pierced and the [corporate parent] held liable for the [subsidiary’s] conduct when, inter
    alia, the corporate form would otherwise be misused to accomplish certain wrongful
    purposes, most notably fraud, on the [corporate parent’s] behalf.” 
    Bestfoods, 524 U.S. at 62
    . This doctrine has several descriptors, including “piercing the corporate veil,” an “alter
    ego” theory, and the “instrumentality” rule. See Strategic Outsourcing, Inc. v. Stacks, 
    625 S.E.2d 800
    , 804–05 (N.C. Ct. App. 2006) (describing these concepts and authorizing veil-
    piercing “in reverse” to make the corporation liable for its officer’s actions, rather than the
    officer being liable for the corporation’s obligations). 10
    Regardless of the name ascribed to it, the issue of whether it’s appropriate to hold a
    corporate parent responsible for the conduct of its subsidiary arises only when a plaintiff
    has named the corporate parent as a defendant in the action and it can be done only after
    10
    North Carolina describes its “instrumentality rule” as “the basis for disregarding
    the corporate entity or ‘piercing the corporate veil.’” Glenn v. Wagner, 
    329 S.E.2d 326
    ,
    330 (N.C. 1985). It states: “A corporation which exercises actual control over another,
    operating the latter as a mere instrumentality or tool, is liable for the torts of the corporation
    thus controlled. In such instances, the separate identities of parent and subsidiary or
    affiliated corporations may be disregarded.”
    Id. Liability may be
    imposed upon satisfaction
    of three elements. Several factors demonstrate whether the elements are meant, such as the
    level of control exercised and whether there’s “[i]nadequate capitalization,” “[n]on-
    compliance with corporate formalities,” “[c]omplete domination and control of the
    corporation so that it has no independent identity,” or “[e]xcessive fragmentation of a
    single enterprise into separate corporations.”
    Id. at 330–31. 96
    the plaintiff satisfies the distinct principles applicable to this basis of liability. Put
    differently, while North Carolina “courts will disregard the corporate form or ‘pierce the
    corporate veil,’ and extend liability for corporate obligations beyond the confines of a
    corporation’s separate entity . . . to achieve equity,” they will do so only after making the
    necessary factual findings demonstrating the propriety of doing so. 
    Glenn, 329 S.E.2d at 330
    –31.
    In this case, brought against Murphy-Brown alone, Plaintiffs did not seek to hold
    WH Group, Smithfield Foods, Inc., or any other corporate parent liable for Murphy-
    Brown’s allegedly tortious conduct. Moreover, the district court made no specific factual
    findings supporting the conclusion that Murphy-Brown was the “mere instrumentality or
    tool” of its corporate parents, or vice versa. And, indeed, the district court’s judgment does
    not violate any of these principles because it holds Murphy-Brown alone liable for the
    nuisance and associated damages. It does not purport to be a judgment against WH Group
    or Smithfield Foods, Inc.
    But the trial record demonstrates that the district court improperly allowed Plaintiffs
    to introduce evidence about and argue for Murphy-Brown’s liability based on the conduct
    and characteristics of its non-party corporate parents. The above principles of due process
    and corporate law do not authorize this sort of implicit veil-piercing between a party
    subsidiary and a non-party corporate parent. See Estate of Hurst ex rel. Cherry v.
    Moorehead I, LLC, 
    748 S.E.2d 568
    , 575 (N.C. Ct. App. 2013) (affirming a judgment
    imposing liability on the corporate parent—who was a party to the case—because the facts
    supported piercing the corporate veil under the instrumentality rule); accord Broussard v.
    97
    Meineke Discount Muffler Shops, Inc., 
    155 F.3d 331
    , 349 (4th Cir. 1998) (applying North
    Carolina law to reverse district court’s ruling that “[d]isregard[ed] the corporate form” to
    impose liability on a corporate parent); Continental Indus., Inc. v. Integrated Logistics
    Sols., LLC, 
    211 F.R.D. 442
    , 444–45 (N.D. Okla. 2002) (denying discovery request about
    defendant’s corporate parent because the parent was “not even before the [c]ourt” as a
    named defendant, so the issue of whether the non-party corporate parent could be held
    liable by piercing the corporate veil was not before the court). The district court’s disregard
    for these bedrock principles was error and affected the entire trial because it led to the
    admission of irrelevant and highly prejudicial evidence about Murphy-Brown’s corporate
    parent as a means to hold Murphy-Brown liable.
    Without question, different analyses are involved in the decision about when a
    corporate parent can be held liable for the acts of its subsidiary and when evidence about a
    corporate parent can be admitted into evidence in a trial involving its subsidiary. But as
    described next, these principles necessarily inform a district court’s decisions about
    admissibility of evidence related to a corporate parent under Rules 401 and 403 of the
    Federal Rules of Evidence. In short, these principles of due process and corporate liability
    provide the framework for understanding why—in a trial against the subsidiary alone—
    evidence about its parent corporations is usually irrelevant and runs a high likelihood that
    its probative value is substantially outweighed by the risk of prejudice. This case presents
    a quintessential example of why those Rules are in place.
    Murphy-Brown challenges the district court’s rulings allowing the admission of its
    corporate parents’ executive compensation and profits, which Plaintiffs used to argue that
    98
    Murphy-Brown should be held liable for a nuisance and assessed corresponding
    compensatory and punitive damages. On this issue, I agree with the majority opinion’s
    conclusion that this evidence was inadmissible for the purpose of calculating punitive
    damages because it ran an unacceptable risk that the jurors would rely on the corporate
    parents’ financial information in assessing an appropriate amount to award Plaintiffs. But
    I disagree with the majority opinion’s conclusion that this evidence was admissible for
    purposes of determining liability for either compensatory or punitive damages in the first
    instance. The wall the majority opinion draws between liability and damages is illusory:
    the prejudice permeates the entire case. Plaintiffs specifically argued that this evidence
    should be used for both purposes, and its admission allowed the jury to hold Murphy-
    Brown liable based on irrelevant and highly prejudicial evidence about its corporate
    parents’ financial information. The district court abused its discretion in allowing
    admission of this evidence, which was not harmless.
    As pertinent here, evidence is admissible under the Federal Rules if it is relevant,
    Fed. R. Evid. 401, but the court “may exclude relevant evidence if its probative value is
    substantially outweighed by a danger of” “unfair prejudice, confusing the issues, [or]
    misleading the jury,” among other things, Fed. R. Evid. 403; Spring/United Mgmt. Co. v.
    Mendelsohn, 
    552 U.S. 379
    , 384 (2008) (recognizing district courts have latitude to balance
    the “probative value and prejudice” of all evidence, including the decision to “exclude as
    unduly prejudicial some evidence that has already been found to be factually relevant”).
    The test for relevant evidence is both straightforward and permissive: “Evidence is relevant
    if it has any tendency to make a fact more or less probable than it would be without the
    99
    evidence; and the fact is of consequence in determining the action.” Fed. R. Evid. 401;
    Minter v. Wells Fargo Bank, N.A., 
    762 F.3d 339
    , 349 (4th Cir. 2014) (“To be admissible,
    evidence must be relevant—a low barrier requiring only that evidence be worth
    consideration by the jury.”). In addition, “unfair prejudice” is “the possibility that the
    evidence will excite the jury to make a decision on the basis of a factor unrelated to the
    issues properly before it.” Mullen v. Princess Anne Volunteer Fire. Co., 
    853 F.2d 1130
    ,
    1134 (4th Cir. 1988); see also Morgan v. Foretich, 
    846 F.2d 941
    , 945 (4th Cir. 1988)
    (describing it as the “genuine risk that the motions of the jury will be excited to irrational
    behavior, and that this risk is disproportionate to the probative value of the offered
    evidence”). Applying these principles to this case leaves the firm conviction that the district
    court erred in allowing the admission and use of the challenged financial information about
    Murphy-Brown’s parent corporations to establish Murphy-Brown’s liability.
    At the outset, it’s worth reiterating that under the principles of due process and
    corporate law discussed above, a non-party corporate parent’s profitability and executive
    compensation typically would be irrelevant to determining a subsidiary’s liability. Absent
    a properly presented case brought against the corporate parent in which the plaintiff
    demonstrates the propriety of piercing the corporate veil (which is not present in this case),
    the corporate parent is a stranger to the litigation, cannot be held liable, and is not a
    pertinent actor for establishing the subsidiary’s tort liability. See Estate of Hurst ex rel.
    
    Cherry, 748 S.E.2d at 575
    ; 
    Broussard, 155 F.3d at 349
    . As such, that evidence would not
    matter to the jury’s determination of what the subsidiary did and whether to hold it liable.
    Likewise, information about a parent corporations’ substantial profitability and executive
    100
    compensation runs a real risk of unfair prejudice to the subsidiary as well as confusing the
    issue of a parent corporation’s conduct and ability to pay with the subsidiary’s own
    culpability and ability to pay. E.g., O’Dell v. Hercules, Inc., 
    904 F.2d 1194
    , 1208 (8th Cir.
    1990) (affirming the district court’s exclusion of evidence about a non-party corporate
    parent’s conduct because it would have been unfairly prejudicial to the subsidiary).
    Both the district court’s and the majority’s opinions incorrectly conclude that
    something about Murphy-Brown’s specific trial arguments made this highly prejudicial
    evidence relevant to establishing liability. To the contrary, the record shows that
    throughout the trial Plaintiffs repeatedly and intentionally conflated Murphy-Brown and
    its corporate parents, treating Murphy-Brown as if it had unfettered control over how
    Smithfield Foods, Inc. compensated its executives and how WH Group and Smithfield
    Foods, Inc. spent their profits. In truth, nothing in the record suggests that Murphy-Brown
    had such authority. Moreover, nothing Murphy-Brown advanced at trial made WH Group
    or Smithfield Foods, Inc.’s financial information so probative that its admission was not
    substantially outweighed by the risk of unfair prejudice, confusing the issues, and
    misleading the jury.
    Recognizing that part of the nuisance analysis was a determination that any intrusion
    was unreasonable, Murphy-Brown argued that any hog odors emanating from Kinlaw
    Farms were reasonable because it operated in accord with its state-imposed obligations. It
    advanced this argument in several ways, including contentions that North Carolina law
    authorized Kinlaw Farms’ lagoon-and-sprayfield system, that Kinlaw Farms possessed and
    complied with all necessary state operating permits, and that the 2000 AG Agreement did
    101
    not impose any additional unfulfilled obligations on how Kinlaw Farms operated. In
    addition, Murphy-Brown argued it had voluntarily implemented additional economically
    feasible odor-reducing technologies, and acted reasonably in deciding not to impose the
    ones Plaintiffs now advocated as additional actions because those were not economically
    viable. Plaintiffs cite—and the majority opinion accepts—the last two arguments as
    reasons why Murphy-Brown’s arguments opened the door to admission of its corporate
    parents’ financial information. A closer look reveals why the majority opinion errs.
    Murphy-Brown invoked the 2000 AG Agreement as proof that its operations did
    not unreasonably intrude on Plaintiffs’ properties. This agreement required Smithfield
    Foods, Inc. to cooperate with the state’s studies of potential odor-reducing technologies
    and to implement any of those technologies that an independent designee determined to be
    economically feasible. Part of Smithfield Foods, Inc.’s contractual obligation was to fund
    implementation of those technologies on any of the farms it operated or contracted with,
    which would include funding them at Kinlaw Farms. So when Plaintiffs argued that
    Murphy-Brown should have been using such technologies as super soils or lagoon covers,
    Murphy-Brown pointed to Smithfield Foods, Inc.’s obligations under the 2000 AG
    Agreement to assert that had those technologies been deemed economically feasible, they
    would have been put into effect. Murphy-Brown was correct at least insofar as the
    independent designee determined not to require these measures.
    Thus, while it is true that Murphy-Brown cited Smithfield Foods, Inc.’s conduct
    related to the 2000 AG Agreement as something to be imputed to it for purposes of arguing
    it operated Kinlaw Farms in a reasonable manner, it did so because Smithfield Foods, Inc.
    102
    was the relevant signatory. But Smithfield Foods, Inc. had agreed to be liable only for
    implementing any odor-reducing technologies required by the designee. Its obligation to
    pay for anything on Kinlaw Farms or anywhere else extended no further. Notably, Plaintiffs
    do not contend Murphy-Brown failed to implement any action required by the 2000 AG
    Agreement. Further, nothing in the record indicates any additional binding obligations or
    commitments on the part of Smithfield Foods, Inc. By relying on Smithfield Foods, Inc.’s
    obligation under the 2000 AG Agreement, Murphy-Brown did not open the door to
    admission of evidence of all of Smithfield Foods, Inc.’s profits because they are irrelevant
    to assessing the obligations under that agreement. 11
    Separate from the 2000 AG Agreement, Murphy-Brown also argued that it had
    voluntarily implemented economically feasible odor-reducing technologies. And it’s true
    that Smithfield Foods, Inc. developed the odor-reducing technologies that Murphy-Brown
    pointed to as proof that it (Murphy-Brown) had implemented economically viable
    technologies and continued to develop and explore other options. Once again, however, no
    evidence showed that Murphy-Brown, the subsidiary, could have required or obligated WH
    Group, Smithfield Foods, Inc., or any other entity to devote more of their resources to
    developing or implementing additional odor-reducing technologies for use at Kinlaw
    Farms. So this argument did not open the door to evidence about the corporate parents’
    financial information either.
    11
    WH Group’s profits are even further removed from the realm of relevant
    evidence. It was not a party to the 2000 AG Agreement, so it never undertook any
    obligation at all with respect to Kinlaw Farms.
    103
    The testimony of Murphy-Brown’s executives does not suggest otherwise. Schmidt
    agreed that “Smithfield” would “pay to put technology on contract growers’ operations to
    better deal with the waste from Smithfield’s hogs on those operations” if such a technology
    was identified and economically viable. J.A. 7880. Plaintiffs’ use of “Smithfield” during
    questioning blurs which company—Smithfield Foods, Inc. or Murphy-Brown—would
    have paid or was under any obligation to do so. J.A. 7880. (“Q. . . . And Smithfield could
    pay for it if Smithfield wanted to pay for it, correct? A. If it was economically viable.”).
    Even assuming Schmidt was referring to Smithfield Foods, Inc.’s theoretical ability to pay,
    there’s nothing in the record suggesting Schmidt—Murphy-Brown’s president—could
    have obligated Smithfield Foods, Inc. to pay for anything or had unrestricted access to the
    parent company’s money. Thus, the door to admitting Smithfield Foods, Inc.’s financial
    information should have been closed.
    The majority opinion also takes Schmidt’s later testimony out of context. During
    one exchange, Schmidt agreed that if Murphy-Brown decided to cover the lagoons on
    contract farmers’ properties “it could go ask Smithfield or WH Group for the money to do
    it” because “[t]hat would be the procedure” and “that would be where [Murphy-Brown
    would] get the money.” J.A. 7908. Once again, nothing in this testimony suggests that WH
    Group or Smithfield Foods, Inc. would have agreed to incur any costs at Murphy-Brown’s
    request; instead, Schmidt’s testimony was purely about the hypothetical procedure
    104
    Murphy-Brown could have pursued to obtain funding outside its own resources. 12 Neither
    this exchange—nor any other trial evidence—shows Schmidt had any authority to bind any
    party but Murphy-Brown. By admitting that Murphy-Brown could ask its corporate parents
    for money, Schmidt was not testifying that Murphy-Brown could obtain its corporate
    parents’ funds for any purpose. Therefore, this testimony does not make any evidence
    regarding the corporate parents’ finances relevant.
    At bottom, Murphy-Brown’s arguments at trial and the testimony of its executives
    focused on the decisions that Murphy-Brown made about why it chose to implement some
    new technologies and not implement others. Its arguments did not change whose conduct
    was relevant to the jury’s consideration of Murphy-Brown’s decisions. Nor did its
    arguments open the door to information about its corporate parents’ profits as evidence of
    what more it could have afforded. Thus, contrary to the district court and the majority
    opinion’s view, neither the “integrated” nature of Smithfield Foods, Inc.’s corporate
    structure nor the specific arguments Murphy-Brown made to defend its decisions made
    information about the non-party corporate parents relevant. As such, that evidence was
    inadmissible.
    Even were Smithfield Foods, Inc.’s financial information somehow marginally
    relevant as a result of Murphy-Brown’s arguments, a proper Rule 403 analysis would still
    12
    The same conclusion can be drawn from Butler’s testimony, who testified that
    “Smithfield” would not choose to “implement a technology that we know would render
    farms economically nonviable,” J.A. 7571, and that it based those determinations on North
    Carolina law and Smithfield Foods, Inc.’s contractual obligations as opposed to
    considering whether it had money to pursue additional technologies.
    105
    require exclusion of evidence of $245 million in non-party executive compensation and $2
    billion in non-party profit because of the resulting unfair prejudice, confusion of the issues,
    and risk of misleading the jury. The record shows that Murphy-Brown often operated at a
    loss or was barely profitable despite having significant annual revenues. But the district
    court’s ruling effectively allowed Plaintiffs to avoid haling the corporate parents into
    federal court as a defendant to this action and proving their liability by association alone.
    Under this short-circuited approach, Plaintiffs were permitted to argue that Murphy-
    Brown—the sole defendant at issue in this case—actually had $2 billion at its disposal and
    had elected to spend $245 million to compensate four executives. Viewed another way,
    they argued that WH Group and Smithfield Food, Inc. acted unreasonably by not doing
    more on behalf of their subsidiary, Murphy-Brown, despite WH Group and Smithfield
    Food, Inc.’s conduct not being at issue in the case because they were not named parties.
    The resulting unfair prejudice to Murphy-Brown could not be more readily
    apparent. Had the evidence been limited to Murphy-Brown’s financial information, which
    was nowhere near these amounts, the jury may well have reached a much different
    determination of the financial feasibility of implementing odor-reducing technologies
    when it was deciding Murphy-Brown’s liability for a nuisance. Instead, it heard—
    repeatedly—that “Smithfield” operated at a $2 to $3 billion profit, leaving the jury with an
    entirely skewed idea of whether Murphy-Brown’s decisions unreasonably intruded on
    Plaintiffs’ properties. And it was invited to hold Murphy-Brown liable based on the
    financial capability of its non-party corporate parents. Where evidence runs such a high
    risk of leading the jury to base its verdict on improper grounds, it should be excluded under
    106
    Rule 403. E.g., Carnell Constr. Corp. v. Danville Redev’t & Hous. Auth., 
    745 F.3d 703
    ,
    719–21 (4th Cir. 2014) (holding that the district court abused its discretion in admitting
    evidence of marginal probative value); Utility Control Corp. v. Prince William Constr. Co.,
    
    558 F.2d 716
    , 721 (4th Cir. 1977) (holding that the district court abused its discretion in
    admitting evidence that an employee “once previously executed an express guarantee”
    because “its relevancy was so slight” that it was substantially outweighed by the danger
    that the jury would think it served as evidence that the employee signed in that capacity in
    the contract at issue).
    At this point, it scarcely requires any additional discussion of why the improper
    admission of evidence about WH Group and Smithfield Foods, Inc.’s financial information
    affected Murphy-Brown’s substantial rights during the trial. As noted earlier, Plaintiffs
    disregarded basic principles of corporate law by bringing their case against Murphy-Brown
    alone and yet arguing that this one subsidiary should be held liable based on evidence
    related to the entire “Smithfield” corporate structure. Plaintiffs plainly timed their
    questions about Murphy-Brown’s decision not to implement additional odor-reducing
    technologies to immediately precede questions about Smithfield Foods, Inc.’s executive
    compensation and WH Group and Smithfield Foods, Inc.’s profits. Moreover, they
    admitted that “[the] point” of their focus on “Smithfield’s” $2 billion profits was to
    demonstrate that Smithfield Foods, Inc. spent only “about a thousandth of one year’s profit”
    on researching and developing odor-reducing technologies. J.A. 7610. Plaintiffs repeatedly
    referred to a $2 billion profit during opening and closing statements, arguing to the jury
    that “[t]echnological solutions have been found. . . . Super soils and covers. Smithfield
    107
    refuses to implement them despite profits of $2 billion every year. They say it’s too
    expensive.” J.A. 9005 (emphases added); see also J.A. 9050 (“They willfully cho[]se not
    to do anything about it . . . but yet they pay $245 million to four people over four years.”
    (emphases added)). And in reminding the jury of its duty to determine an appropriate
    amount of damages arising from a nuisance, Plaintiffs specifically urged the jury to
    consider the corporate parents’ executive compensation and profitability:
    There is no fixed formula for placing a value on these alleged harms. It’s up
    to the ten of you to make your decision what is the appropriate value. We
    know how Smithfield values the harm. Smithfield values the harm in their
    own dollars. Murphy-Brown revenue, $3 billion every year. WH Group after
    tax profit, $2 billion every year. Smithfield after tax profit, $1 billion every
    year. The cost of covering all North Carolina lagoons, $500 million. The pay
    for just four Smithfield executive [sic], from 2010 to 2015, $245 million.
    J.A. 9051–52 (emphases added). The financial information about Murphy-Brown’s
    corporate parents was a focal point of Plaintiffs’ argument that Murphy-Brown could have
    afforded to do more to reduce odors at Kinlaw Farms and for assessing both compensatory
    and punitive damages. Its admission was not harmless because it cannot be said “with fair
    assurance, after pondering all that happened without stripping the erroneous action from
    the whole, that the judgment was not substantially swayed by the error.” Smith v. Balt. City
    Police Dep’t, 
    840 F.3d 193
    , 201 (4th Cir. 2016); see Macsherry v. Sparrows Point, LLC,
    
    973 F.3d 212
    , 225–26 (4th Cir. 2020) (vacating and remanding for a new trial where
    evidentiary error harmed the defendants—despite other evidence supporting plaintiff’s
    claim—because of its likelihood of swaying the jury’s consideration of the evidence and
    determination of damages).
    108
    Unlike the majority opinion, I see no basis in common sense or the law for
    concluding that this evidence was not equally prejudicial for both compensatory and
    punitive liability purposes. Accordingly, I would hold that the district court abused its
    discretion in allowing admission of the corporate parents’ financial information as the basis
    for holding Murphy-Brown liable. And because this error affected Murphy-Brown’s
    substantial rights and guarantee of a fundamentally fair trial, I would hold that it requires
    a new trial on both liability and damages. 13
    2. Evidence of Chinese Ownership Led to Improper Xenophobic Appeals
    The district court also abused its discretion by allowing Plaintiffs to introduce and
    emphasize testimony that a Chinese corporation with $2 billion profits owned Murphy-
    Brown. This evidence was largely irrelevant and—as it was used at trial—created an
    unacceptable risk that the jury’s verdict would be based on anti-China bias.
    13
    The error was not limited to the liability stage and, as the majority opinion
    correctly concludes, the prejudicial nature of this evidence is readily apparent in the jury’s
    calculation of punitive damages. See Maj. Op. II.G.2. As that opinion recognizes, juries
    must assess the defendant’s ability to pay and determine what might deter the defendant
    when calculating a proper amount of punitive damages. See TXO Prod. Corp. v. Alliance
    Res. Corp., 
    509 U.S. 443
    , 462 n.28 (1993) (plurality opinion) (observing the “well-settled”
    principle that a defendant’s “net worth” is one factor “typically considered in assessing
    punitive damages”); N.C. Gen. Stat. § 1D-35(2)(i) (allowing consideration of the
    defendant’s ability to pay “as evidenced by its revenues or net worth” (emphasis added));
    Watson v. Dixon, 
    532 S.E.2d 175
    , 178 (N.C. 2000) (same). In sum, I agree with this part
    of the majority opinion’s decision because evidence of the corporate parents’ financial
    information should not have been part of the determination of punitive damages, but I
    disagree that the harm only arose in that context because it equally poisoned the
    determination of liability.
    109
    In 2013, WH Group became Murphy-Brown’s owner, seven corporate levels
    removed. Nothing in the record indicates that WH Group was ever actively involved in any
    aspect of North Carolina’s industrial hog farms, let alone in the management of Kinlaw
    Farms. More particularly, WH Group’s Chinese identity had no bearing on whether
    Murphy-Brown substantially and unreasonably interfered with Plaintiffs’ use and
    enjoyment of their property. 
    See supra
    Part I.A (discussing a plaintiff’s burden in
    establishing a per accidens nuisance). Its irrelevance to any issue before the jury meant
    that it plainly served only to facilitate Plaintiffs’ arguments to provoke passions against
    foreign big business, and incite anti-China sentiment specifically. As such, its admission
    was irreparably prejudicial.
    To be sure, the district court’s pre-trial ruling ostensibly struck a balance between
    allowing admission of the mere fact of Chinese ownership and prohibiting Plaintiffs from
    “emphasiz[ing]” or “stress[ing]” that fact at trial. J.A. 5724, 5727. But whatever theoretical
    balance had been contemplated was abandoned during opening statements and continued
    to be exploited repeatedly throughout the trial. As the earlier factual recitation makes plain,
    Plaintiffs immediately set out to tear down any distinction between Murphy-Brown and its
    corporate parents, explaining that it would refer to “this corporate organization”—i.e., any
    company from Murphy-Brown to WH Group—as “Smithfield.” J.A. 5814. Doing so
    simultaneously allowed Plaintiffs to emphasize defendant Murphy-Brown’s foreignness in
    arguments that can only be described as encouraging xenophobia amongst the jurors. E.g.,
    J.A. 5852–53 (“[A]ll this profit goes to the owners of Smithfield, that foreign company,
    WH Group.” (emphasis added)).
    110
    During opening and closing statements, Plaintiffs characterized the entire case as
    one where the profits from North Carolina’s hog farms ended up in China while the hog
    waste generated on them was left in-state. J.A. 5814 (“Using the cheapest waste disposal
    method available makes it cheaper to grow hogs in North Carolina than it is in China. 30
    percent of Smithfield’s hogs are exported. The waste stays here.”); J.A. 9010 (same). They
    also highlighted WH Group’s acquisition of Smithfield Foods, Inc. as “the largest ever
    purchase of an American company by the Chinese.” J.A. 5813, 9010. Plaintiffs elicited
    testimony on WH Group’s purchase of Smithfield Foods, Inc., including WH Group’s
    having to go through a congressional process overseeing “proposed foreign acquisitions,”
    J.A. 7432, and no longer being required to disclose certain information as a “matter of
    public record” because it was listed on the Hong Kong stock exchange rather than the New
    York Stock Exchange, J.A. 7882. And Plaintiffs asked Butler about Murphy-Brown’s
    profits to confirm that all of Murphy-Brown’s profits flowed solely to “Smithfield,” J.A.
    7438, a response they used to argue that all of Murphy-Brown’s endeavors occur so “that
    the foreign owner, WH Group, can make a profit” in the neighborhood of $2 billion. J.A.
    5814; J.A. 9011 (“The Smithfield Hog Production Division creates the hogs that Smithfield
    turns into the profit for the WH Group. And last year, in a single year, WH Group made $2
    billion in profit.”).
    “The Supreme Court has long made clear that statements that are capable of
    inflaming jurors’ racial or ethnic prejudices degrade the administration of justice.” United
    States v. Runyon, 
    707 F.3d 475
    , 494 (4th Cir. 2013); see also United States v. Blankenship,
    
    382 F.3d 1110
    , 1127 (11th Cir. 2004). Further, the Supreme Court has cautioned about the
    111
    prejudice that can arise from the admission of evidence of corporations deemed to be
    “other.” E.g., State Farm Mut. Auto. Ins. Co. v. Campbell, 
    538 U.S. 408
    , 417 (2003) (noting
    that the bias created from evidence about a large corporation’s wealth is particularly acute
    when that business lacks a “strong local presence[]”). In fact, many courts have recognized
    the prejudice that easily arises from evidence about—and repeated references to—an
    entity’s foreignness when compared to the local entities and issues in a case. E.g., Boyle v.
    Mannesmann Demag Corp., 
    991 F.2d 794
    , *3 (6th Cir. 1993) (unpublished table decision)
    (“[R]epeated references to a party’s citizenship or nationality can be unduly prejudicial to
    that party. See Gearhart v. Uniden Corp. of Am., 
    781 F.2d 147
    (8th Cir. 1986) (on retrial,
    remarks relating to Far Eastern parent corporations should not be permitted because of
    xenophobia and because wealth of parent corporations is irrelevant to the issues in the
    case).”). Trial courts have been repeatedly cautioned to guard against such bias-baiting
    arguments. Although the district court’s pre-trial ruling implicitly acknowledged this very
    real risk, it did nothing at trial to enforce its pretrial order or restrain Plaintiffs from
    inflaming the passions of the jury against Chinese big business despite Murphy-Brown’s
    motion in limine.
    By emphasizing that Smithfield was a Chinese corporation, Plaintiffs fostered a
    genuine likelihood that the verdict was influenced by anti-China bias. Their arguments and
    the admitted evidence speak for themselves, but did not occur in a vacuum. This trial
    occurred from April 3 to 26, 2018, at a time when escalating concern and inflammatory
    rhetoric concerning this precise matter of Chinese big business and United States–China
    economic relations dominated the news, and had done so for some time. Rebecca Tan, The
    112
    U.S.-China Trade War Has Begun. Here’s How Things Got to This Point, Wash. Post:
    Worldviews             (July             6,             2018,           10:20          AM),
    https://www.washingtonpost.com/news/worldviews/wp/2018/07/05/a-timeline-of-how-
    the-u-s-china-trade-war-led-us-to-this-code-red-situation/ (chronicling trade relations
    since 2015) (saved as ECF opinion attachment); White House, National Security Strategy
    of   the   United   States    of    America   2     (2017),   https://www.whitehouse.gov/wp-
    content/uploads/2017/12/NSS-Final-12-18-2017-0905.pdf (“China . . . challenge[s]
    American power, influence, and interests, attempting to erode American security and
    prosperity.”) (saved as ECF opinion attachment). When Donald J. Trump announced his
    candidacy for the U.S. presidency, his speech “mentioned China 21 times, arguing that the
    country was taking American jobs and ‘ripping’ the U.S. economy.” 
    Tan, supra
    ; see also
    Berkley Sanders-Velez, Cold War Rhetoric: China and the US Today, Colum. Pol. Rev.,
    Mar. 31, 2018 (quoting then-candidate Trump as saying, “We can’t allow China to rape
    our country anymore. . . . We need to stop them from taking our jobs.”). And beginning in
    January 2018, the “trade war” was official, with both countries implementing certain
    measures targeting the other’s goods while also threatening to implement harsher
    measures. See 
    Tan, supra
    ; Jethro Mullen, The US and China Are in Talks to Try to Avoid
    a     Trade     War,         CNN:      Money        (Mar.       26,   2018,     8:06   AM),
    https://money.cnn.com/2018/03/26/news/economy/china-us-trade-war-talks/index.html
    (saved as ECF opinion attachment). The week this trial began, China responded to the
    decision of the United States to introduce new tariffs, increase certain import taxes, and
    threaten additional tariffs on Chinese products by proposing its own tariffs on United States
    113
    exports, including pork. See 
    Tan, supra
    ; David J. Lynch & Emily Rauhala, Trump Pushes
    Back on Fears of a Trade War with China, Wash. Post (Apr. 4, 2018 9:32 PM),
    https://www.washingtonpost.com/world/asia_pacific/china-fires-back-at-trump-with-
    tariffs-on-106-us-products-including-soybeans-cars/2018/04/04/338134f4-37d8-11e8-
    b57c-9445cc4dfa5e_story.html (“President Trump showed no sign Wednesday of backing
    down from an escalating trade confrontation with China, even as financial markets wobbled
    and American farmers and manufacturers warned that he was inviting a damaging
    commercial clash.”) (saved as ECF opinion attachment).
    Running parallel to these actions, and thus to the trial, President Trump posted many
    statements on Twitter critical of United States-China economic relations, such as:
    • “We are not in a trade war with China, that war was lost many years ago by the
    foolish, or incompetent, people who represented the U.S. Now we have a Trade
    Deficit of $500 Billion a year, with Intellectual Property Theft of another $300
    Billion. We cannot let this continue!” Donald Trump (@realDonaldTrump),
    Twitter,           (Apr.         4,           2018,          7:22           AM),
    https://twitter.com/realDonaldTrump/status/981492087328792577 (saved as ECF
    opinion attachment).
    • “China, which is a great economic power, is considered a Developing Nation within
    the World Trade Organization. They therefore get tremendous perks and
    advantages, especially over the U.S. Does anybody think this is fair. We were badly
    represented. The WTO is unfair to U.S.” Donald Trump (@realDonaldTrump),
    Twitter,           (Apr.          6,         2018,            10:32           AM),
    https://twitter.com/realDonaldTrump/status/982264844136017921 (saved as ECF
    opinion attachment).
    • “The United States hasn’t had a Trade Surplus with China in 40 years. They must
    end unfair trade, take down barriers and charge only Reciprocal Tariffs. The U.S. is
    losing $500 Billion a year, and has been losing Billions of Dollars for decades.
    Cannot continue!” Donald Trump (@realDonaldTrump), Twitter, (Apr. 7, 2018,
    114
    2:03 PM), https://twitter.com/realDonaldTrump/status/982680387116781568
    (saved as ECF opinion attachment).
    • “When a car is sent to the United States from China, there is a Tariff to be paid of 2
    1/2 %. When a car is sent to China from the United States, there is a Tariff to be
    paid of 25%. Does that sound like free or fair trade. No, it sounds like STUPID
    TRADE – going on for years!” Donald Trump (@realDonaldTrump), Twitter, (Apr.
    9,                       2018,                     6:03                         AM),
    https://twitter.com/realDonaldTrump/status/983284198046826496 (saved as ECF
    opinion attachment).
    It is perhaps reflective of these ongoing national tensions that a survey conducted by the
    Pew Research Center in April 2017 found that 44% of Americans had a favorable opinion
    of China and 47% an unfavorable opinion of China. Richard Wike, Americans’ Views of
    China Improve as Economic Concerns Ease, Pew Rsch. Ctr. (Apr. 4, 2017),
    https://www.pewresearch.org/global/2017/04/04/americans-views-of-china-improve-as-
    economic-concerns-ease/ (saved as ECF opinion attachment). In contrast, a survey released
    sixteen months later showed that although the unfavorable opinion remained the same
    (47%), six percent fewer Americans (38%) viewed China favorably. Richard Wike & Kat
    Devlin, As Trade Tensions Rise, Fewer Americans See China Favorably, Pew Rsch. Cnt.
    (Aug. 28, 2018), https://www.pewresearch.org/global/2018/08/28/as-trade-tensions-rise-
    fewer-americans-see-china-favorably/ (saved as ECF opinion attachment).
    All this to say, Plaintiffs tapped into a leading issue of the nation’s economy (and,
    as some viewed it, an issue of national security) at the time. They capitalized on anti-China
    sentiment by calling jurors’ attention to evidence concerning Murphy-Brown’s Chinese
    corporate parent and stressing that the profits from North Carolina’s hog farm industries
    went overseas, while the waste remained in-state. Because the district court allowed the
    115
    evidence of Chinese ownership to be introduced for this purpose without curtailing
    Plaintiffs’ xenophobic rhetoric, the result was to sanction anti-China bias as a basis for a
    verdict against Murphy-Brown. This is not harmless error; it is reversible error on its face.
    ****
    The combined effect of admitting the challenged evidence about Murphy-Brown’s
    corporate parents, coupled with the unfettered way in which Plaintiffs emphasized this
    information in a case brought solely against Murphy-Brown, constituted an abuse of
    discretion. It affected the trial as a whole. Therefore, I would vacate the entire judgment
    and remand for a new trial on both liability and damages.
    III. Expert Witnesses
    A. Admission of Dr. Rogers’ Testimony
    Murphy-Brown also challenges three aspects of the district court’s decisions
    regarding Plaintiffs’ expert witness Dr. Shane Rogers: (1) its failure to hold a hearing or
    otherwise exercise its gatekeeping obligation under Daubert, (2) its decision to allow Dr.
    Rogers to testify about matters that appear to have been beyond his expertise, and (3) its
    decision to allow the admission of unreliable testimony that the presence of pig2bac meant
    that hog odor had been present on Plaintiffs’ property. A brief overview of the relevant
    record is again in order.
    1. Factual Background and District Court Rulings
    Before trial, Plaintiffs proposed to have Dr. Rogers testify as an expert witness about
    the environmental impact of Kinlaw Farms’ operations. They obtained permission for Dr.
    116
    Rogers and his associates to take air, manure, and lagoon samples at Kinlaw Farms. Dr.
    Rogers’ team also collected physical samples at some of Plaintiffs’ properties.
    One aspect of Dr. Rogers’ proposed testimony derived from testing samples taken
    from the exteriors of three Plaintiffs’ homes “for the presence of the genetic sequence
    known as pig2bac.” J.A. 4104. 14 Dr. Rogers stated that this genetic marker is “unique to
    pig feces,” and thus its presence identifies “the presence of pig feces” in an environment.
    J.A. 4104–05. In his view, finding pig2bac on the exterior of a residence indicated that hog
    feces had been present there, and that the presence of hog feces served as a “physical
    representation of odor” given that the chemical properties associated with pig feces were
    well-documented to be odorous. J.A. 4110. In short, Dr. Rogers opined that evidence of
    pig2bac served as a reliable proxy for evidence of odor. Moreover, he asserted that because
    “pig feces has to be in relatively high concentrations to facilitate . . . detection” of pig2bac,
    a detectable presence of pig2bac indicated the presence of comparatively higher levels of
    pig feces and resulting odor. J.A. 4105. Based on this data, Dr. Rogers opined “within a
    reasonable degree of scientific certainty, that [Kinlaw Farms had] the ability to cause and
    the effect of causing a substantial interference with Plaintiffs’ use and enjoyment of their
    property in the form of significant annoyance and material physical discomfort.” J.A. 4110.
    14
    Dr. Rogers took samples from Tammy Lloyd’s residence in October 2016; in
    addition, samples were taken from Joyce McKiver and Delois Lewis’ joint residence in
    November 2016 and from the McKoy home sometime later. All of the samples contained
    pig2bac. Samples were not taken from the residences of the remaining Plaintiffs.
    117
    In other words, Dr. Rogers represented that pig2bac was an objective measure of the
    presence of hog odor on Plaintiffs’ property.
    Murphy-Brown moved to exclude Dr. Rogers’ testimony from trial, arguing that he
    lacked the qualifications to be certified as an odor expert, that he had used flawed methods
    to collect field samples, and that he lacked the scientific foundation needed to offer his
    opinion about the existence of a nuisance because of his reliance on the unreliable and
    unproven proposition that pig2bac could serve as a proxy for hog odor. In support of its
    motion, Murphy-Brown offered a 66-page declaration from its microbiology expert, Dr.
    Jennifer Clancy, in which she identified flaws in Dr. Rogers’ sample collection protocols
    and questioned the validity of his use of pig2bac as a proxy for hog odor. Murphy-Brown
    requested a hearing to address whether Dr. Rogers was Daubert qualified.
    The district court denied the motion without a hearing, observing that it “simply
    [could not] honor” a request for oral argument on the motion and that it had reviewed the
    parties’ written submissions related to the motion. J.A. 6183. Reiterating that it had “read
    all [the] materials that [had] been submitted with regard to this issue” that morning, it found
    Dr. Rogers to be “an expert in environmental engineering, . . . animal waste management
    engineering and technology[,] and microbiology.” J.A. 6185. The sum total of its
    explanation for its decision was:
    that in carrying out its Daubert responsibilities, that [Dr. Rogers’] proposed
    testimony is both reliable and relevant and that the objections and questions
    regarding his testimony go to the weight and may be covered on cross-
    examination except insofar as defendant contends that some questions are
    being – that he may be asked questions outside of the field of his expertise,
    and the Court obviously is confronted with that question with every expert
    witness and there will be questions that will be posed to the witness that
    118
    defendant will contend do not fit the area of expertise which the Court has
    found him to be in.
    J.A. 6185–86.
    Benefiting from this ruling, Plaintiffs called Dr. Rogers “to talk about odor from
    industrial hog operations.” J.A. 6194. While his testimony covered a host of topics, of
    particular relevance to this appeal, Dr. Rogers testified that what humans perceive as “hog
    odor” is actually “a very large mixture, very complex mixture of chemicals that are in [hog]
    waste treatment systems. So several hundred volatile organic compounds – hydrogen
    sulfide gas, ammonia gas, for example – and the particles that might carry them.” J.A.
    6194. He described the relationship between his expertise and hog odor as knowing “how
    those [chemicals] are generated from waste management systems . . . and also how those
    types of particles and gases might move in the environment” until a person “experience[d]
    them.” J.A. 6194.
    In Dr. Rogers’ view, testing for hog odor directly is a subjective and unreliable
    assessment for two reasons. First, humans experience odor differently and therefore
    measure and perceive it differently. For this reason, he asserted that self-reports and even
    measurements taken from an olfactometer were too subjective because they required
    someone to “smell something and then they make a call on it.” J.A. 7204. Second, he
    opined that testing for the presence of a particular chemical to confirm the presence of hog
    odor ran its own risks given that hog odor is a complex chemical compound and no one
    representative chemical could be tested so as to reliably confirm the presence of hog odor.
    He explained that “any one of [the chemicals comprising hog odor] is extremely smelly”
    119
    and if one or more are removed, “it’s not likely to change the odor.” J.A. 6206.
    Consequently, chemicals known to be sometimes present in hog odor may not be present
    on a particular occasion despite the presence of something identifiable as hog odor.
    Given these perceived problems with measuring hog odor directly, Dr. Rogers
    instead elected to rely on the presence of the DNA sequence pig2bac as a means of
    objectively—but indirectly—testing for the presence of hog odor. Consistent with the view
    set out in his expert report, Dr. Rogers explained his basis for using pig2bac as a proxy for
    odor, the results of his investigation of Plaintiffs’ properties outlined earlier, and his
    opinion that Kinlaw Farms was operating as a nuisance under North Carolina law. When
    asked to provide “the one thing” he wanted the jurors to take away from his testimony, he
    replied that he “brought [them] physical evidence that shows that the feces from this
    operation is moving out into the neighborhood and is impacting – it is a physical marker
    that shows this operation is impacting the neighbors.” J.A. 7246–47.
    Of course, Dr. Rogers did not testify without resistance from Murphy-Brown. He
    was subject to extensive cross-examination that delved into the novelty of his using pig2bac
    as a proxy for odor. He was also questioned about his decision not to test for certain odorous
    chemicals in the air despite the ability to do so, about the lack of data documenting the
    presence and quantity of pig2bac at each plaintiff’s residence, and about the lack of data
    concerning pig2bac’s general prevalence in the region considering the number of hog farms
    in eastern North Carolina. In addition, Murphy-Brown called its counter-expert, Dr.
    Clancy, to testify about some of the flaws she’d identified in Dr. Rogers’ collection
    protocols, which she said may have led to contaminated results.
    120
    Murphy-Brown again challenged the admission of Dr. Rogers’ testimony in its
    motion for a new trial, and the district court summarily denied the motion.
    2. Analysis
    On appeal, Murphy-Brown reiterates its challenges to the admission of Dr. Rogers’
    expert testimony, arguing that (1) the district court abandoned its Daubert gatekeeping
    function by failing to ensure that Dr. Rogers’ testimony about pig2bac was reliable and
    relevant, (2) the district court improperly admitted him as an expert to opine on how Kinlaw
    Farms was an odor nuisance when his background did not qualify him as an odor expert,
    and (3) the district court abused its discretion in allowing Dr. Rogers to testify about the
    results of his pig2bac testing because this novel theory failed to satisfy Daubert and Rule
    702’s reliability standards. Each of these challenges has merit, and the district court erred
    in ruling otherwise, just as the majority opinion errs in affirming those decisions.
    Daubert and Federal Rule of Evidence 702 govern the admissibility of scientific
    evidence through an expert witness. In short, individuals qualified “by knowledge, skill,
    expertise, training, or education may testify in the form of an opinion or otherwise if” their
    opinion is based on “specialized knowledge [that] will help the trier of fact to understand
    the evidence or determine a fact in issue” and “sufficient facts or data,” “the testimony is
    the product of reliable principles and methods,” and “the expert has reliably applied the
    principles and methods to the facts of the case.” Fed. R. Evid. 702. “Implicit in the text of
    Rule 702 . . . is a district court’s gatekeeping responsibility to ‘ensur[e] that an expert’s
    testimony both rests on a reliable foundation and is relevant to the task at hand.’” Nease v.
    Ford Motor Co., 
    848 F.3d 219
    , 229 (4th Cir. 2017) (quoting 
    Daubert, 509 U.S. at 597
    121
    (emphases added)). Reliability focuses on the expert’s knowledge and methodology, while
    relevance looks to whether the evidence “helps the trier of fact to understand the evidence
    or to determine a fact in issue.”
    Id. A court that
    abandons its gatekeeping function
    necessarily abuses its discretion in allowing the expert to testify.
    Id. at 228;
    see Kumho
    Tire Co. v. Carmichael, 
    526 U.S. 137
    , 149 (1999) (observing that when an expert’s
    “testimony’s factual basis, data, principles, methods, or their application are called
    sufficiently into question, . . . the trial judge must determine whether the testimony has a
    reliable basis in the knowledge and experience of the relevant discipline”).
    a. Abdication of the Gatekeeping Function
    The record reveals the district court’s abdication of its responsibility under Daubert
    to serve as a gatekeeper before allowing Dr. Rogers to testify about the results of his
    pig2bac testing. Even a cursory review of the record demonstrates that the court abandoned
    this required function. After a passing reference to “its Daubert responsibilities,” the court
    summarily concluded without analysis or explanation that Dr. Rogers’ “proposed
    testimony is both reliable and relevant and that the objections and questions regarding his
    testimony go to the weight and may be covered on cross-examination[.]” J.A. 6185. It
    rejected Murphy-Brown’s multiple challenges as going to weight, not admissibility,
    without providing any reason and it failed to mention a single aspect of the proposed
    testimony that supported its conclusion.
    Faced with a similarly broad and generic admissibility ruling in Nease, we held that
    the court had abandoned its gatekeeping function, and the majority opinion offers no
    justification for reaching a different result in this case. Specifically, in Nease, the district
    122
    court’s ruling “simply dismissed every argument raised by [the defendant] as going to the
    weight, not admissibility, of [the expert’s] 
    testimony.” 848 F.3d at 230
    . So too here.
    Further, in Nease the district “court did not use Daubert’s guideposts or any other factors
    to assess the reliability of [the expert’s] testimony, and the court did not make any
    reliability findings.”
    Id. Here, the record
    is equally undeveloped, addressing none of the
    guideposts or other considerations and making no factual findings. Lastly, in Nease “the
    district court referred neither to Rule 702 nor to Daubert.”
    Id. On this front,
    the record here
    differs just slightly: the district court gave lip service to “its Daubert responsibilities,” but
    failed to provide any description of what those responsibilities entailed or any analysis
    applying them. J.A. 6185. The Nease ruling and those here are substantively similar and
    equally flawed. In both, the district court abandoned its gatekeeping function of “mak[ing]
    certain that an expert . . . employs in the courtroom the same level of intellectual rigor that
    characterizes the practice of an expert in the relevant field.” Kumho Tire 
    Co., 526 U.S. at 152
    .
    The district court’s failure to exercise its gatekeeping function was not cured by
    Murphy-Brown’s robust cross-examination and introduction of a counter-expert witness’s
    testimony. As this Court recognized in Nease, cross-examination does not serve as a
    substitute for the district court’s failure to make the threshold gatekeeping decision as to
    the reliability and relevance of expert 
    testimony. 848 F.3d at 231
    . Similarly, Murphy-
    Brown’s counter-expert, Dr. Clancy, challenged Dr. Rogers’ protocols for collecting
    samples, raising concerns about his testing methods that should have been addressed in
    determining whether to admit his testimony about the results of his testing before it could
    123
    be heard by the jury. In sum, the whole point of Daubert’s gatekeeping function is “to
    protect juries from being swayed by dubious scientific testimony” in the first instance, and
    that purpose is not served by admitting the untested evidence and relying on the jury to
    determine its reliability.
    Id. at 231.
    To do so is to ignore Daubert, which demands that
    district courts undertake their gatekeeping function role before expert testimony reaches
    the jurors’ ears.
    Id. b. Disconnect Between
    the Scope of Dr. Rogers’ Testimony and His Expertise
    The second problem with Dr. Rogers’ testimony occurred because the district court
    allowed him to testify about a wide range of topics that appear to be outside his expertise
    without adequately inquiring into his qualifications to do so. Part of the court’s gatekeeping
    function is to ensure that an expert witness is qualified to testify about each component of
    his testimony. Cf. Belk, Inc. v. Meyer Corp., U.S., 
    679 F.3d 146
    , 162 (4th Cir. 2012) (“In
    undertaking its role as gatekeeper to ensure that proffered evidence is reliable pursuant to
    Fed. R. Evid. 702, the district court must decide whether the expert has sufficient
    specialized knowledge to assist the jurors in deciding the particular issues in the case.”).
    At Plaintiffs’ request, the district court designated Dr. Rogers as an expert in the
    fields of environmental engineering, animal waste management engineering and
    technology, and microbiology. But the court then allowed Dr. Rogers to testify extensively
    about odors and how humans perceive odors without any factual findings that his fields of
    expertise qualified him to testify about this broader topic. Instead, the jurors were asked to
    follow and accept Dr. Rogers’ explanation about why his particular training qualified him
    to opine about hog odor. Plaintiffs respond to Murphy-Brown’s challenges to Dr. Rogers’
    124
    expertise by focusing on the fact that he was not designated as an expert on odor; the
    majority opinion follows suit, pointing out that Dr. Rogers never purported to be an expert
    on how humans perceive odor. But these are red herrings, distracting from the substance
    of Dr. Rogers’ testimony, because he in fact opined at length on these very matters.
    Dr. Rogers testified about how an industrial hog farm such as Kinlaw Farms
    generates odors, why testing for pig2bac on Plaintiffs’ residences “proves” that odors also
    traveled to their properties, and what led to his opinion Kinlaw Farms substantially
    interfered with the enjoyment of their property. All these representations—and more—
    necessarily entailed testimony about odors and human perception of hog odors. For
    example, at the outset of Dr. Rogers’ substantive testimony, Plaintiffs’ counsel quickly
    transitioned to the observation that “[w]e’re here obviously with the members of the jury
    to talk about odor from industrial hog operations.” J.A. 6194. Counsel then asked Dr.
    Rogers a series of questions about how his training and background were relevant to the
    issue of hog odor’s effect on the environment. He did so by explaining the “way we”—
    obviously, humans—“perceive a very large mixture, very complex mixture of chemicals”
    such as “hog odor.” J.A. 6194 (emphases added). Throughout his testimony, Dr. Rogers
    described the primary sources of odor on a hog farm, and how their design affects odor. He
    discussed what “particles and gases [in hog operations] have to do with odor” and
    explained that when “we perceive [something] as odor or whatever, what we’re doing is
    sensing these different chemicals.” J.A. 6195. And he summarized various studies on why
    people perceive hog odors with greater “intensity and offensiveness . . . after rainfall or
    when humidity increases.” J.A. 6917. It’s no surprise, then, that Dr. Rogers agreed that his
    125
    background made him “an expert” in “whether and how industrial hog odor gets to the
    neighbors,” which was the issue the jurors would be asked to decide “at the end of the
    case.” J.A. 6195.
    Dr. Rogers also testified at length about how hog odor is generated at Kinlaw Farms
    specifically, basing that testimony on both his knowledge of how industrial hog farms work
    generally and his site inspection. He labeled particles ventilated from the Kinlaw buildings
    where the hogs live as “very odiferous” and described at some length for the jury “what’s
    entering [someone’s] nose” when she “smell[s] hog odor” emanating from those buildings.
    J.A. 6914. He later provided similar descriptions of how odors transported from the lagoons
    during storage and decomposition of waste as well as from the spraying of waste onto
    Kinlaw Farms’ fields. He described “odor tests” he and his team performed on samples
    from the lagoons to “determine how many dilutions it takes of the material before it no
    longer has an odor to it,” testifying that it “can take between 800 and even up to nearly
    16,000 dilutions before the odors are no longer noticeable” to humans. J.A. 6944, 6957;
    see also 6954–57. Throughout his testimony, he reiterated that he had experienced the
    odors he spoke of while at Kinlaw Farms and on Plaintiffs’ property. And he ultimately
    opined that Kinlaw Farms was “not a good location for this type of a hog operation,”
    providing additional testimony about various odor-reducing technologies that could be
    implemented at Kinlaw Farms. J.A. 6985–95.
    At bottom, notwithstanding Dr. Rogers’ formal designation as an expert in other
    fields, Plaintiffs presented him to the jury as an expert in odor and human perception of
    odor, and thus qualified to offer expert opinions on when hog odors create a nuisance. Any
    126
    assertion to the contrary ignores the substance of his testimony. At a minimum, the district
    court failed to adequately consider and explain why Dr. Rogers’ background and
    qualifications were sufficient to permit him to speak about all the aspects of odors touched
    on in his testimony. And if he was not qualified to testify about these matters, it erred in
    allowing him to do so. See Fed. R. Evid. 702 (requiring expert’s testimony to be qualified
    based on “knowledge, skill, experience, training, or education”); Thomas J. Kline, Inc. v.
    Lorillard, Inc., 
    878 F.2d 791
    , 799 (4th Cir. 1989) (observing that although “the test for
    exclusion is a strict one,” an expert lacking the requisite qualifications should be excluded).
    Allowing an expert witness to testify outside the areas in which he is qualified leads to the
    admission of testimony that has the potential to be “both powerful and quite misleading”
    when it should never have been presented to the jury. 
    Daubert, 509 U.S. at 595
    .
    Perhaps Dr. Rogers could have adequately assured the district court of his
    qualifications to opine on the spectrum of odor-related issues he testified about, but the
    connection to his qualifications and areas of expertise is not readily apparent in this record.
    With that in mind, it’s also possible that the discrepancy between Dr. Rogers’ designation
    and his testimony may not have been sufficient on its own to prejudice Murphy-Brown to
    such an extent so as to require reversal. But it compounds the district court’s other
    gatekeeping errs, detailed earlier. The combined effect is error “so fatally infect[ing] the
    trial” that it violated Murphy-Brown’s substantial rights. 
    Ward, 958 F.3d at 273
    .
    c. Unreliability of Dr. Rogers’ Pig2bac Testimony
    Lastly, the district court’s abdication of its gatekeeping function matters because it
    led to the improper admission of Dr. Rogers’ unreliable testimony that physical evidence
    127
    of pig2bac was physical evidence that odors from Kinlaw Farms were traveling to
    Plaintiffs’ properties. 15 See Bresler v. Wilmington Trust Co., 
    855 F.3d 178
    , 195 (4th Cir.
    2017) (“In fulfilling its gatekeeping function, a district court must conduct a preliminary
    assessment to determine whether the methodology underlying the expert witness’
    testimony is valid.”). As such, Dr. Rogers’ testimony did not satisfy Daubert or Rule 702,
    and the court abused its discretion in allowing its admission.
    In considering the reliability of proposed expert witness testimony, district courts
    may consider several “guideposts” as well as any other relevant factor. 
    Daubert, 509 U.S. at 593
    ; 
    Nease, 848 F.3d at 229
    . The guideposts are, first, “whether [a theory or technique]
    can be (and has been) tested.” 
    Daubert, 509 U.S. at 593
    . Second, “whether the theory or
    technique has been subjected to peer review and publication.”
    Id. Third, “the known
    or
    potential rate of error,” as well as “the existence and maintenance of standards controlling
    the technique’s operation.”
    Id. at 594.
    Fourth, whether the theory or technique is generally
    accepted because “[w]idespread acceptance” hues in favor of admissibility, while “a
    known technique which has been able to attract only minimal support with the community
    may properly be viewed with skepticism.”
    Id. At its core,
    Daubert’s guideposts are
    designed to ensure that expert opinion is admitted only when it is reliable, i.e., that it is
    “based on scientific, technical, or other specialized knowledge and not on belief or
    15
    Murphy-Brown does not challenge the admissibility of other aspects of Dr.
    Rogers’ testimony.
    128
    speculation, and inferences must be derived using scientific or other valid methods.”
    Oglesby v. Gen. Motors Corp., 
    190 F.3d 244
    , 250 (4th Cir. 1999).
    A foundational concern about Dr. Rogers’ pig2bac testimony is the novelty of its
    use as a proxy for odor, which was the basis of his testing and for much of his testimony.
    For example, Dr. Rogers admitted that he was unaware of anyone who used pig2bac as a
    surrogate for odor in the way he had done for purposes of forming his opinion in this case.
    J.A. 7221 (Q: “No one ever reports Pig2bac used the way you use it, do they?” A: “Not
    that I’m aware.”). Further, he admitted that the pig2bac proxy theory and the methodology
    for detecting “odor” that he used in this case had never been published (by him or anyone
    else). J.A. 7222. And he acknowledged that no one had suggested in “the peer-reviewed
    literature” that his approach was “an appropriate scientific method . . . to measure odor
    leaving the farm.” J.A. 7222. While it is not clear from the record that he developed his
    method strictly for purposes of this litigation, it is indisputably new—and unique to Dr.
    Rogers—and does not have any credence in the broader scientific community. See United
    States v. Crisp, 
    324 F.3d 261
    , 268 (4th Cir. 2003) (observing that although Daubert
    “enabled the courts to entertain new and less conventional forms of expertise” than the
    prior “uncompromising general acceptance test,” it nonetheless “attempted to ensure that
    courts screen out junk science”); see also Daubert v. Merrell Dow Pharms., Inc., 
    43 F.3d 1311
    , 1317 (9th Cir. 1995) (observing that a “significant fact to be considered” as part of
    the Daubert analysis is whether an expert is testifying “about matters growing naturally
    and directly out of research they have conducted independent of the litigation, or whether
    they have developed their opinions expressly for purposes of testifying”). Although the
    129
    novelty of a methodology and theory is not dispositive to the Daubert analysis, it is relevant
    and prompts giving additional attention to whether other indicia of reliability exist. See
    
    Daubert, 509 U.S. at 594
    ; 
    Daubert, 43 F.3d at 1317
    –18 (observing that “other objective,
    verifiable evidence that the testimony is based on scientifically valid principles” that have
    “been subjected to normal scientific scrutiny through peer review and publication” is a
    means of demonstrating reliability despite novelty of a theory).
    Working from this blank slate, Dr. Rogers developed what appears to be an
    unsupported and untested hypothesis and opinion that the existence of pig2bac serves as
    physical evidence of hog odor also having been present at that location such that Kinlaw
    Farms “is impacting” the Plaintiffs. J.A. 7247. At bottom, his underlying hypothesis
    satisfies neither Daubert nor Rule 702 because it lacks reliability. Dr. Rogers’ hypothesis
    was not based on the belief that pig2bac, by itself, was odorous. Instead, he testified that
    pig2bac was “associated with odor” because it’s a “segment of DNA that’s in fecal bacteria
    aldolase so that’s bacteria aldolase that come[s] out of feces of the hog and it’s a particle
    that is in feces of a hog. So that Pig2bac DNA is a very good indicator of the odor that
    comes along with that feces of the hog.” J.A. 7200 (emphasis added); see also J.A. 6981
    (describing the 100 percent correlation between pig2bac and pig feces). At its core, Dr.
    Rogers’ testimony about pig2bac requires the assumption that detecting pig2bac is a valid
    surrogate, or proxy, for detecting hog odor. 16
    16
    Dr. Rogers was contradictory in his testimony about whether pig2bac had any
    independent odor, at first stating it “probably” did not smell, and then reversing course that
    because pig2bac is found in bacteria located in pig feces, and because “[o]ften when I’m
    (Continued)
    130
    But Dr. Rogers had not performed—and was unaware of any other—tests
    demonstrating that pig2bac and hog odor actually traveled together. Although he described
    how “[g]ases, fecal particles and other things” formed and transported from the farm onto
    neighboring properties, J.A. 6914, he never explained a basis for believing that pig2bac
    and odor traveled so coterminously that the presence of pig2bac always served as physical
    evidence of hog odor. In fact, he had never tested whether pig2bac and hog odor were ever
    present at the same time, let alone run such testing on Plaintiffs’ properties. Further, Dr.
    Rogers acknowledged that he had not tested whether pig2bac was present at the same time
    as any chemical typically associated with hog odor, let alone tested for some combination
    of the complex chemical compound that would be described as “hog odor.” 17 Nor could he
    testify to how much pig2bac was present, or what correlation—if any—existed between a
    certain amount of pig2bac and a certain amount or concentration of hog odor. And, of
    course, because his testing was limited to the presence or absence of pig2bac, he could not
    testify to the amount of pig2bac present on the properties or provide any correlation
    between its presence and any particular level of odor that would assist the jury in
    determining whether it rose to the level of a nuisance. All in all, the association at the core
    growing bacteria I can smell them,” pig2bac would have the same odor, although he
    “couldn’t say” what it would smell like or if that smell resembled hog odor. J.A. 7199.
    Regardless, his testimony centered on this proxy hypothesis.
    17
    Dr. Rogers’ testimony that he smelled a strong hog odor while collecting the
    sample from Tammy Lloyd’s house was anecdotal lay testimony rather than scientific
    evidence demonstrating the reliability of his core hypothesis about pig2bac for Daubert
    purposes.
    131
    of Dr. Rogers’ hypothesis was—at least to date and for purposes of this trial—based on
    pure conjecture rather than scientifically reliable evidence of an odor nuisance.
    Other aspects of Dr. Rogers’ pig2bac testimony highlight its speculative nature: Dr.
    Rogers could not be sure that the pig2bac he recovered originated at Kinlaw Farms or was
    simply the result of its prevalence throughout the region given the number of hog farms in
    eastern North Carolina. He admitted he’d done no comparative testing of nearby areas such
    as Elizabethtown to determine whether pig2bac was commonly detected in field samples.
    Also, Dr. Rogers was unable to provide data about how far pig2bac could travel, instead
    offering his “susp[icion]” that it could travel at least half-a-mile and could not travel ten
    miles. J.A. 7189–90. He was similarly uncertain about how long pig2bac could persist in
    an environment, noting that he’d tested its presence in soil samples “on the order of days”
    and that it was his “opinion” that it could last “in the air or on a building or on a car” “on
    the order of weeks.” J.A. 7190–91.
    Without any scientific evidence to reliably establish a connection between the
    presence of pig2bac and the presence of hog odor and without any broader acceptance of
    this hypothesis in the scientific community, the only proffer for the reliability of Dr.
    Rogers’ method for detecting odors on Plaintiffs’ properties was his own ipse dixit. That’s
    neither expert testimony nor a sufficient basis for admissibility. Gen. Elec. Co. v. Joiner,
    
    522 U.S. 136
    , 146 (1997) (observing that courts should not admit an expert opinion
    supported only by “the ipse dixit of the expert”); Small v. WellDyne, Inc., 
    927 F.3d 169
    ,
    177 (4th Cir. 2019) (“Without testing, supporting literature in the pertinent field, peer
    reviewed publications or some basis to assess the level of reliability, expert opinion
    132
    testimony can easily, but improperly, devolve into nothing more than proclaiming an
    opinion is true ‘because I say so.’”).
    While strength as to one of the Daubert factors may overcome a deficiency as to
    another, the totality in this instance leads to the conclusion that Dr. Rogers’ pig2bac
    testimony lacks the requisite indicia of reliability to be admissible as opposed to simply
    being subject to cross-examination to test its weight. The admission of Dr. Rogers’
    testimony introduced speculation under the guise of science and expertise. That error
    strikes at the core of what Daubert and Rule 702 are designed to avoid given that “expert
    witnesses have the potential to be both powerful and quite misleading.” 
    Westberry, 178 F.3d at 261
    . Based on how it was described and defended in the record, this evidence
    should never have reached the jury’s ears. For these reasons, the district court abused its
    discretion in admitting Dr. Rogers’ testimony about pig2bac. 18
    ****
    For the reasons stated, the district court abused its discretion with respect to Dr.
    Rogers’ testimony in three respects. First, it abandoned its gatekeeping duty by offering a
    cursory and rote explanation of its admissibility decision, in violation of the inquiry
    required by Daubert and Nease. Second, it failed to ensure that Dr. Rogers’ expertise and
    testimony adequately aligned. Third, it admitted Dr. Rogers’ expert testimony on pig2bac
    18
    Because I reach this conclusion, it is not necessary to consider whether the district
    court was required to hold a hearing before ruling on Murphy-Brown’s motion in limine.
    At a minimum, these concerns demonstrate why the district court abused its discretion in
    not engaging in a more probing review of Dr. Rogers’ pig2bac testimony, regardless of the
    method the district court should have undertaken to perform that review.
    133
    when that testimony falls well short of Daubert’s guidance for ensuring that expert
    testimony is reliable. The admission of Dr. Rogers’ testimony clearly harmed Murphy-
    Brown given that it was the only purportedly “scientific” on-site testing admitted to support
    Plaintiffs’ case, making it impossible to say that it did not affect the jury’s liability finding.
    As such, it meets the criteria for reversal, leaving not only the “definite and firm
    conviction” of a wrong evidentiary ruling, 
    Westberry, 178 F.3d at 261
    , but also the
    conclusion that it affected Murphy-Brown’s right to a fundamentally fair trial, 
    Ward, 958 F.3d at 273
    –74.
    B. Improper Exclusion of Dr. Dalton’s Olfactometer Readings Evidence
    Murphy-Brown sought to introduce expert testimony from Dr. Pamela Dalton, but
    the district court restricted that testimony so that Murphy-Brown elected not to call her as
    a witness at trial. On appeal, Murphy-Brown challenges the court’s ruling limiting Dr.
    Dalton’s testimony, arguing that it abused its discretion by excluding evidence of an
    objective measure of odor, which the jury should have been permitted to consider.
    1. Factual Background and District Court Rulings
    Dr. Dalton 19 and her associates tested the frequency, intensity, and duration of
    odors in the air at and near Kinlaw Farms. Her approach was based on her “opinion that in
    19
    Dr. Dalton has a M.S. and Ph.D in Experimental Psychology from New York
    University and a Master of Public Health from Drexel University. For over two decades,
    she has conducted olfactory research at the Monell Chemical Senses Center in
    Pennsylvania. Her research has focused on a range of odor-related topics, including “the
    human perception of odor, irritation and acute health symptoms from odorous chemical
    exposures, especially as this perception is influenced by cognitive factors.” J.A. 4713.
    134
    order to establish whether odors from a facility occur at a nuisance level it is necessary to
    independently monitor the frequency, intensity and duration of odors that have the potential
    to be perceived offsite or at Plaintiffs’ homes over an extended period of time.” J.A. 4720.
    In her view, this was required because an “often unconscious bias in how people respond
    to the expectation of an odor,” which causes “self-report[s] [to] generally [be] unreliable.”
    J.A. 4720.
    Dr. Dalton collected data on two sites at Kinlaw Farms over a four-week period and
    at one site off the farm over a one-week period in late 2016. Her study entailed recruiting
    six monitors who met her criteria for odor detections, were trained on topics relevant to
    odor observation techniques and field procedures, and were provided practice using a field
    olfactometer 20 known as the Nasal Ranger™. 21 “To familiarize them with the relevant
    odors, monitors were taken to various locations at [Kinlaw Farms] to experience the quality
    of odor emanating from the barns and the lagoons.” J.A. 4714.
    During the testing period, “[m]onitors worked in two or five hour shifts,” during
    which time their activities and preparations were regulated to avoid contaminating results
    by the introduction of other scents. J.A. 4714. Working in pairs, monitors took readings
    “every 15 minutes from dawn until dusk for the duration of the study.” J.A. 4715. When
    the monitors disagreed, the higher intensity level was recorded.
    20
    An olfactometer is an instrument that detects and measures odor dilution.
    21
    Dr. Dalton described the Nasal Ranger™ as “the ‘gold standard’ for conducting
    field olfactometry assessments in studies such as” hers. J.A. 4714.
    135
    The Nasal Ranger™ “allows ambient air to be sniffed at varying dilutions with clean
    air in order to quantify the intensity of any odor.” J.A. 4715. Dr. Dalton explained in her
    expert report that “[i]n states where odor regulations exist based on the use of a Nasal
    Ranger™ or similar device, the threshold for flagging objectionable odor (along with other
    temporal requirements) has been commonly determined to be 7:1 or above.” J.A. 4715.
    She cited “general[] agree[ment]” that a lower dilution ratio would not constitute an
    “objectionable odor.” J.A. 4715.
    Dr. Dalton reported that in the testing on Kinlaw Farms property, monitors detected
    a dilution level of 7:1 or greater a total of sixty-five times over the course of the four weeks,
    and detected a dilution level of 7:1 or greater only once during the course of the one week
    of testing off-site. She explained that this disparity “confirm[ed] that distance from the
    barns/lagoons drastically reduces odor impact.” J.A. 4719.
    Based on the results of her testing, Dr. Dalton opined, “to a reasonable degree of
    scientific certainty,” that Kinlaw Farms’ normal operations “do not produce odors that
    travel offsite at an intensity, frequency or duration that would be considered a nuisance
    level at Plaintiffs’ properties.” J.A. 4716. Dr. Dalton also provided several reasons why
    subjective reports of odors often do not align with objective measurements of odor,
    particularly when “individuals . . . are motivated to complain about a putative odor source.”
    J.A. 4716.
    At her deposition, Dr. Dalton provided some clarifying comments about her
    opinion. For example, when asked if “smelling hog odor at any concentration can cause
    annoyance,” she replied, “[i]t depends on the individual.” J.A. 4753. And she
    136
    acknowledged that “[t]he annoyance one might experience [from breathing hog odor] could
    happen whether or not the odor is strong.” J.A. 4754. She reiterated that “there’s incredible
    individual variation in what people can smell and how they react to what they smell.” J.A.
    4755. But she opined that she would not consider “a hog odor at a 4 all day at [someone’s]
    house” to be a nuisance “because it would be a weak odor” regardless of how that person
    personally experienced it or responded. J.A. 4568–69. Lastly, Dr. Dalton admitted North
    Carolina had not adopted an objective measurement, and described instead that “there
    really isn’t a standard” because it’s subjective, based on individual complaints. J.A. 4771.
    Plaintiffs sought to exclude Dr. Dalton’s olfactometer testing and the opinion she
    formed from those results. 22 The district court agreed to do so on the ground that it “would
    have a strong likelihood of confusing or misleading the jury” and “would not be helpful to
    the jury.” J.A. 8596. The district court explained that, unlike the jurisdictions Dr. Dalton
    referenced in her expert report, North Carolina had not adopted a dilution to threshold ratio
    or other objective measure for determining when an odor nuisance exists. In its view, this
    evidence would not aid the jury in determining whether an odor nuisance existed, and it
    would confuse them by equating a nuisance with an objective measure that North Carolina
    did not require.
    22
    Plaintiffs did not object to Dr. Dalton testifying about “the biology of olfaction
    and factors that influence individual perception of and response to odor,” J.A. 8596 n.2,
    and the district court held that Dr. Dalton could testify about the “unreliability of self-report
    of odor” without invading the province of assessing Plaintiffs’ credibility about the odors
    they smelled and their source, J.A. 8596.
    137
    2. Analysis
    The district court abused its discretion in excluding Dr. Dalton’s testimony about
    the olfactometer tests, the commonly used 7:1 dilution ratio, and her opinion that the test
    results did not show that Kinlaw Farms operated as a nuisance. None of the grounds the
    district court articulated is an appropriate reason to exclude this testimony.
    Expert opinion is admissible to help the factfinder “determine a fact in issue,” Fed.
    R. Evid. 702, and Dr. Dalton’s testimony was probative of a central issue before the jury:
    whether a reasonable person would conclude Kinlaw Farms’ operations constituted an odor
    nuisance. As described earlier, North Carolina’s nuisance law required the jury to assess
    whether a “substantial” and “unreasonable” interference had occurred. 
    See supra
    Part I.A.
    One aspect of that determination involves considering “the degree of intensity and
    disagreeableness of the [odors], their times and frequency, and their effect, not on peculiar
    and unusual individuals but on ordinary, normal and reasonable persons of the locality.”
    Hooks v. Int’l Speedways, Inc., 
    140 S.E.2d 387
    , 392 (N.C. 1965).
    Dr. Dalton’s testimony was plainly relevant, and helpful, to this factual
    determination. Her test objectively scored the disagreeableness of the odors emanating
    from Kinlaw Farms. Its results demonstrated that most of the readings fell far short of a
    common standard for assessing the existence of an odor nuisance. And rather than being
    anecdotal in nature, Dr. Dalton’s testimony would have provided the jury with objective,
    scientific evidence about the frequency, intensity, and duration of odors detected on and
    near Kinlaw Farms. The jury could have weighed this data when considering whether
    138
    Plaintiffs proved the existence of an unreasonable and substantial interference to the use
    and enjoyment of their property.
    For this reason, Dr. Dalton’s testimony is a classic example of the relevant and
    reliable expert testimony that is admissible under Daubert and Rule 702. 
    Westberry, 178 F.3d at 261
    (stating that Rule 702 “was intended to liberalize the introduction of relevant
    expert evidence”);
    id. (stating evidence admissible
    under Rule 702 should be excluded
    under Rule 403 only if it “has a greater potential to mislead [or confuse] than to enlighten”).
    In contrast to Dr. Rogers’ testimony, no Daubert concerns arose about the methodology
    Dr. Dalton used to conduct her test and form her opinion. While Dr. Rogers’ testimony was
    based on a novel proxy theory of odor that provided no information about the intensity,
    frequency, or duration of either the proxy pig2bac or actual odors, Dr. Dalton’s testimony
    was based on tests conducted using gold-standard equipment and methods widely accepted
    and used in the industry to test the actual intensity, frequency, and duration of odors at and
    near Kinlaw Farms. As such, Dr. Dalton’s test results were admissible, but subject to
    traditional methods of challenging its weight for purposes of establishing the ultimate issue
    before the jury. See 
    Daubert, 509 U.S. at 596
    (“Vigorous cross-examination, presentation
    of contrary evidence, and careful instruction on the burden of proof are the traditional and
    appropriate means of attacking shaky but admissible evidence.”); 
    Bresler, 855 F.3d at 195
    (“[Q]uestions regarding the factual underpinnings of the expert witness’ opinion affect the
    weight and credibility of the witness’ assessment, not its admissibility.”).
    To be sure, North Carolina has not adopted an objective standard for establishing a
    nuisance. But that is not the same thing as North Carolina having rejected the admissibility
    139
    of evidence about such an objective standard as one part of the decision-making process—
    subject to cross-examination and proper instruction—about whether an odor nuisance
    exists. Indeed, no North Carolina odor nuisance cases have required the exclusion of
    olfactometer readings for the factfinder’s consideration. Moreover, one part of North
    Carolina hog-odor regulation has adopted objective standards that rely on the 7:1 dilution
    ratio as a basis for assessing compliance with the state’s odor-control objectives.
    Specifically, in deciding whether to issue or modify permits related to hog farms that use
    the lagoon-and-sprayfield waste management system, the relevant authorities are required
    to determine that the “system will meet or exceed” certain performance standards,
    including that it will “[s]ubstantially eliminate the emission of odor that is detectable
    beyond the boundaries of the parcel or tract of land on which the swine farm is located.”
    N.C. Gen. Stat. § 143-215.10I(b)(2). 23 And the implementing regulations for this provision
    state that one way to satisfy this requirement “at new or modified swine farms” is by
    obtaining a field olfactometer test documenting that “the measured dilution-to-threshold
    ratio [is] less than or equal to 7:1.” 15A N.C. Admin. Code § 2D.1808(d)(1). 24 Thus, North
    23
    This is the current location of the statute, as amended and made effective June 12,
    2020. The identical requirement was previously codified at § 143-215.10I(b)(3), and this
    prior location is cross-referenced in the cited regulations.
    24
    Plaintiffs’ suggestion that North Carolina does not currently rely on this standard
    relies on shaky support (an agency PowerPoint), but is ultimately beside the point. The
    relevant inquiry is whether it would have been so inconsistent with North Carolina law as
    to prejudice Plaintiffs if it were admitted. North Carolina officials charged with
    promulgating standards in related areas of the law have recognized this objective measure
    of odor may be relevant to the analysis.
    140
    Carolina has accepted this objective measure in other, closely related, areas even if it has
    not been specifically adopted in civil nuisance claims. Its having done so bolsters the
    conclusion that it would not be inconsistent with North Carolina’s understanding of
    industrial hog farm odors to put Dr. Dalton’s testimony before the jury for it to assess the
    evidence’s weight for purposes of determining whether an odor nuisance existed.
    In addition, methods well short of exclusion could have been used to alleviate any
    concern about confusing or misleading the jury. For example, Dr. Dalton’s testimony
    would have been subject to cross-examination, where Plaintiffs could have urged that the
    jury should afford the testimony little weight for any reason, including that North Carolina
    nuisance law uses a different, lower standard for establishing liability. The court could have
    tailored a cautionary instruction to remind the jury of Plaintiffs’ burden under North
    Carolina law so as to limit how Dr. Dalton’s testimony would be used in assessing whether
    a nuisance existed. Relatedly, the district court could have prohibited Dr. Dalton from
    opining on the ultimate issue of the existence of a nuisance and instead limit her testimony
    to the results of the olfactometer tests, which provided an objective measure of the dilution
    ratio quite apart from any legal conclusions Dr. Dalton arrived at from interpreting them.
    E.g., Kopf v. Skyrm, 
    993 F.2d 374
    , 378 (4th Cir. 1993) (observing that even if a district
    court determines the expert should not opine on the ultimate opinion, that “does not
    necessarily banish him from the stand altogether, because his specialized knowledge may
    still assist the trier of fact in other ways”).
    Lastly, the exclusion of this evidence was not harmless because the ruling prevented
    Murphy-Brown “from fully developing evidence relevant to a material issue.” Schultz v.
    141
    Butcher, 
    24 F.3d 626
    , 632 (4th Cir. 1994). Specifically, the court’s ruling prevented
    Murphy-Brown from presenting scientific evidence about the absence of frequent and
    intense odors on Plaintiffs’ property for the jury to weigh against Plaintiffs’ anecdotal
    evidence about what they experienced on a regular basis. In addition, although there’s no
    equivalent to Newton’s Third Law respecting expert witnesses requiring that every trial
    involve “an equal and opposite expert” from the opposing side, Harrington v. Richter, 
    562 U.S. 86
    , 111 (2011), it’s nonetheless relevant that the district court’s decision to exclude
    Dr. Dalton created an imbalance in the parties’ presentation of evidence. As noted, the
    district court admitted Dr. Rogers’ unreliable pig2bac testimony, which allowed Plaintiffs
    to present a novel and unfounded hypothesis that the presence of pig2bac served as a proxy
    for hog odor being on Plaintiffs’ property. But it excluded Dr. Dalton’s olfactometer
    testimony, which prevented Murphy-Brown from presenting a reliable and tested method
    of assessing the intensity and frequency of odors actually recorded. If jurors had heard just
    Dr. Dalton’s testimony (because Dr. Rogers’ testimony was improperly admitted) or both
    Dr. Dalton and Dr. Rogers’ testimony (upon finding him Daubert qualified), they may have
    reached a different verdict based on the totality of the evidence before them. Because
    there’s “a high probability that the error affected the judgment,” Huskey v. Ethicon, Inc.,
    
    848 F.3d 151
    , 160 (4th Cir. 2017), the improper exclusion of Dr. Dalton’s testimony
    warrants vacatur and a new trial.
    ****
    Based on the foregoing, the district court abdicated its gatekeeping function before
    allowing Dr. Rogers to testify. Regardless of how a remand for the district court to perform
    142
    its proper Daubert role would play out with respect to the rest of Dr. Rogers’ testimony, it
    was an abuse of discretion to admit his testimony as to pig2bac as a proxy for odor given
    that—at least as presented in the record—it does not satisfy Daubert or Rule 702. Further,
    the district court abused its discretion in excluding Dr. Dalton’s testimony about the
    olfactometer tests she performed at and near Kinlaw Farms. These prejudicial errors require
    a new trial.
    IV.
    While Plaintiffs may have cognizable nuisance claims, their pursuit of victory
    through overtly irrelevant, prejudicial, and unreliable evidence makes the resulting verdict
    invalid. For the reasons discussed, it is impossible to know that these errors did not
    materially affect the decisions to hold Murphy-Brown liable for compensatory damages in
    the first instance, to assess any punitive damages award, and in setting the amount of those
    damages. See Sparks v. Gilley Trucking Co., 
    992 F.2d 50
    , 53 (4th Cir. 1993) (recognizing
    that error in admitting evidence is not harmless if the court cannot determine whether the
    error affected the outcome of the case). 25 Accordingly, the district court’s evidentiary errors
    25
    Although these errors relate solely to Plaintiffs’ allegation of a hog odor nuisance,
    there can be no doubt from the record that this aspect formed the core of Plaintiffs’ case
    even though they also presented evidence of other alleged interferences in the form of pests
    and noise. Given that the jury’s verdict form did not require information about what type
    of interference occurred, it is safe to conclude that these evidentiary errors affected the
    entire verdict. See J.A. 9177 (indicating jurors responded “yes” to the broad question, “Did
    the defendant substantially and unreasonably interfere with the plaintiff’s use and
    enjoyment of his or her property?” as to each plaintiff).
    Relatedly, because I believe these errors require a new trial, I do not join—nor need
    I express a view regarding—the remaining issues Murphy-Brown has raised on appeal.
    143
    constitute reversible error as to both liability and damages. I therefore respectfully dissent
    from those parts of the majority opinion reaching a different conclusion.
    144