Gary Kirk v. Commissioner of SSA ( 2021 )


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  •                                       PUBLISHED
    UNITED STATES COURT OF APPEALS
    FOR THE FOURTH CIRCUIT
    No. 19-1989
    GARY KIRK,
    Plaintiff - Appellee,
    v.
    COMMISSIONER OF SOCIAL SECURITY ADMINISTRATION,
    Defendant - Appellant.
    Appeal from the United States District Court for the District of South Carolina, at Rock
    Hill. Donald C. Coggins, Jr., District Judge. (0:17-cv-02189-DCC)
    No. 19-2028
    LARRY KERMIT TAYLOR,
    Plaintiff - Appellant,
    v.
    ANDREW SAUL, Commissioner of Social Security,
    Defendant - Appellee.
    Appeal from the United States District Court for the Western District of Virginia, at
    Abingdon. Pamela Meade Sargent, Magistrate Judge. (1:16-cv-00044-PMS)
    Argued: October 26, 2020                                  Decided: February 4, 2021
    Before WYNN, HARRIS, and QUATTLEBAUM, Circuit Judges.
    19-1989 affirmed, and 19-2028 reversed by published opinion. Judge Wynn wrote the
    opinion, in which Judge Harris joined. Judge Quattlebaum wrote a dissenting opinion.
    ARGUED: Thomas Gary Pulham, UNITED STATES DEPARTMENT OF JUSTICE,
    Washington, D.C., for Appellant Commissioner of Social Security Administration and
    Appellee Andrew Saul. Alexandra Tucker Stewart, WILMERHALE LLP, Washington,
    D.C., for Appellee Gary Kirk and Appellant Gary Taylor. ON BRIEF: Joseph H. Hunt,
    Assistant Attorney General, Mark B. Stern, Civil Division, UNITED STATES
    DEPARTMENT OF JUSTICE, Washington, D.C.; A. Lance Crick, Acting United States
    Attorney, OFFICE OF THE UNITED STATES ATTORNEY, Greenville, South Carolina,
    for Appellant Commissioner of Social Security and Appellee Andrew Saul. Ned Barry
    Pillersdorf, PILLERSDORF, DEROSSETT & LANE, Prestonburg, Kentucky; John M.
    Leiter, LAW OFFICES OF JOHN M. LEITER, PA, Myrtle Beach, South Carolina;
    Wolodymyr Cybriwsky, Prestonburg, Kentucky, for Appellee Gary Kirk. Daniel S.
    Volchok, Aprit K. Garg, WILMER CUTLER PICKERING HALE AND DORR LLP,
    Washington, D.C., for Appellee Gary Kirk and Appellant Larry Taylor.
    2
    WYNN, Circuit Judge:
    Plaintiffs Gary Kirk and Larry Taylor are former recipients of Social Security
    disability benefits and former clients of Eric Conn, an attorney who orchestrated one of the
    largest fraud schemes in the history of the Social Security Administration (“SSA”).
    In 2015, SSA redetermined the benefits eligibility of 1,787 individuals formerly
    represented by Conn—including Plaintiffs—based on its suspicion that their disability
    determinations were rooted in fraudulent evidence submitted by Conn. Upon
    redetermination, SSA terminated the benefits of nearly half of those individuals, including
    Plaintiffs, after finding them not to be disabled.
    In these consolidated appeals, Plaintiffs argue that SSA’s categorical exclusion of
    allegedly fraudulent medical evidence during the redetermination process was unlawful
    because they were never afforded any opportunity to rebut the allegation that their evidence
    was tainted by fraud. The two other circuits that have considered substantially similar
    challenges each concluded that SSA’s redetermination procedures are unlawful. 1
    1
    See Hicks v. Comm’r of Soc. Sec., 
    909 F.3d 786
    , 813 (6th Cir. 2018), reh’g en banc
    denied, No. 17-5206, 
    2019 U.S. App. LEXIS 9472
    , at *4 (6th Cir. Mar. 29, 2019); Jaxson
    v. Saul, 
    970 F.3d 775
    , 778 (7th Cir. 2020) (unanimous decision). Various district courts
    around the country have likewise held that the challenged SSA procedures are unlawful.
    See, e.g., France v. Saul, 1:17-cv-00465-TDS-JEP (M.D.N.C. Dec. 31, 2019); Agosto v.
    Comm’r of Soc. Sec., 3:18-cv-01271-MEL, 
    2019 WL 6190612
    , at *5–6 (D.P.R. Nov. 20,
    2019); Tyler J. v. Saul, No. 17 CV 50090, 
    2019 WL 3716817
    , at *15 (N.D. Ill. Aug. 7,
    2019), aff’d sub nom. Jaxson v. Saul, 
    970 F.3d 775
    ; Kirk v. Berryhill, 
    388 F. Supp. 3d 652
    ,
    662 (D.S.C. 2019); Hicks v. Colvin, 
    214 F. Supp. 3d 627
    , 646 (E.D. Ky. 2016), order
    corrected on other grounds sub nom. Hicks v. Berryhill, No. CV 16-154-ART, 
    2017 WL 1227929
     (E.D. Ky. Mar. 31, 2017), and aff’d, 
    909 F.3d 786
    .
    3
    For the reasons set forth below, we agree with our sister circuits and therefore hold
    that SSA’s redetermination procedures violate the Administrative Procedure Act (“APA”)
    and the Due Process Clause of the Fifth Amendment. 2
    I.
    Kirk and Taylor applied for Social Security disability benefits in November 2008
    and July 2010, respectively. 3 When their initial applications were denied, they each hired
    Conn, a Social Security disability attorney, and sought reconsideration of their claims and,
    subsequently, review by an Administrative Law Judge (“ALJ”). In preparation for the
    ALJ’s review, Conn arranged for Kirk to be medically examined by Dr. Frederic Huffnagle
    and for Taylor to be seen by Dr. Srinivas Ammisetty. Soon afterward, ALJ David
    Daugherty reviewed each Plaintiff’s claim and issued fully favorable decisions on the
    record (i.e., without holding a hearing) in both cases, finding Plaintiffs disabled and
    granting them benefits.
    Kirk and Taylor received their benefits for years. But in May 2015, SSA notified
    them that it would be redetermining their eligibility for benefits. As it turned out, Conn had
    2
    While the Sixth Circuit’s holding was similarly based on the Due Process Clause
    and the APA, see Hicks, 909 F.3d at 813, the Seventh Circuit decided its case based on
    “ordinary norms of administrative law,” Jaxson, 970 F.3d at 778.
    3
    SSA administers two disability benefits programs. The Social Security Disability
    Insurance Program (“SSDI”) “provides benefits to disabled persons who have contributed
    to the program while employed.” Craig v. Chater, 
    76 F.3d 585
    , 589 n.1 (4th Cir. 1996).
    The Supplemental Security Income Program (“SSI”) provides need-based financial
    assistance to aged, blind, and disabled persons who have limited income and resources.
    Kirk applied for both SSDI and SSI benefits. Taylor applied for SSDI benefits only.
    4
    planned and executed one of the largest fraud schemes in SSA history, costing the agency
    over $550 million.
    Conn’s scheme was simple. He would arrange for a client to be seen by one of four
    hand-picked doctors, including Drs. Huffnagle and Ammisetty. He would then provide the
    doctor with a pre-completed template form describing the client’s Residual Functional
    Capacity. 4 The doctor would sign the form without changes, and Conn would submit it to
    SSA in support of his client’s application. Then, ALJ Daugherty—whom Conn was
    bribing—would flag the case, assign it to himself, and swiftly issue a favorable decision
    without a hearing. Notably, SSA has never alleged that Plaintiffs knew anything about the
    fraud that triggered their redeterminations.
    Although SSA had become aware of “possible wrongdoing involving [ALJ]
    Daugherty and Conn as far back as 2006,” it took no action for years. Hicks, 909 F.3d at
    793. But finally, in May 2015, SSA notified 1,787 of Conn’s former clients—including
    Plaintiffs—that it would redetermine their eligibility for benefits because its Office of the
    Inspector General had “reason to believe” that fraud was involved in their applications for
    benefits. J.A. 73, 106–07, 270–71. 5 In particular, the Office of the Inspector General
    4
    In determining whether a claimant is disabled, SSA relies on Residual Functional
    Capacity assessments to evaluate whether the claimant can perform “past relevant work”
    or, alternatively, “adjust to any other work that exists in the national economy.” 
    20 C.F.R. § 404.1545
    (a)(5).
    5
    Citations to “J.A. __” refer to the Joint Appendix filed by the parties in this appeal.
    5
    suspected that Conn had submitted pre-completed and fraudulent Residual Functional
    Capacity forms in support of those individuals’ applications.
    Under the Social Security Act, SSA must “immediately redetermine the entitlement
    of individuals to monthly insurance benefits . . . if there is reason to believe that fraud” was
    involved in their applications. 
    42 U.S.C. § 405
    (u)(1)(A). And “[w]hen redetermining the
    entitlement,” the agency must “disregard any evidence if there is reason to believe that
    fraud . . . was involved in the providing of such evidence.” 
    Id.
     § 405(u)(1)(B).
    Accordingly, the redetermination notices sent to the 1,787 beneficiaries explained
    that SSA would be disregarding “any evidence from [any] of the [four] medical providers”
    associated with Conn’s fraud if the evidence was submitted by Conn. See, e.g., J.A. 106,
    270. For Plaintiffs, that meant SSA would not consider any evidence in their records from
    Dr. Huffnagle or Dr. Ammisetty, even though the Office of the Inspector General suspected
    only that the Residual Functional Capacity forms completed by those doctors were tainted
    by fraud. 6
    6
    Though the dissenting opinion suggests that the Residual Functional Capacity
    forms were the only evidence excluded by SSA, see, e.g., Dissenting Op. at 28, 31, 38–41,
    48, the record instead indicates that SSA also excluded all other evidence from the four
    doctors associated with Conn. See J.A. 107, 271 (“By law, we [SSA] were not able to
    consider evidence from: Bradley Adkins, Ph.D., dated between July 2007 and May 2011;
    Srinivas Ammisetty, M.D., dated after July 2007; Frederic Huffnagle, M.D., dated between
    January 2007 and May 2011; or David P. Herr, D.O., dated between December 2009 and
    April 2011.”); see also Hicks, 909 F.3d at 801 (“The OIG referral stated only that the OIG
    had reason to believe that a small portion of the four physicians’ reports—the RFC forms—
    had been fraudulently prepared, . . . yet the SSA disregarded any evidence signed by
    Adkins, Ammisetty, Huffnagle, or Herr and submitted by the Conn Law Firm between
    January 2007 and May 2011 . . . . The SSA’s rule therefore excludes a wide range of
    materials that the OIG never claimed to have ‘a reason to believe’ were tainted by fraud.”).
    6
    The redetermination notices further stated that SSA’s Appeals Council had
    conducted a preliminary review of each of their cases to see if the other, non-disregarded
    evidence in the record supported a finding of disability. But because the record did not
    support such a finding, the agency opted to “set aside the favorable decision[s]” and send
    each case “back to a different [ALJ] for more action and a new decision.” J.A. 107, 271.
    At Plaintiffs’ redetermination hearings in 2016, the ALJs did not consider any
    evidence produced by Dr. Huffnagle or Dr. Ammisetty. Additionally, Plaintiffs were not
    permitted to challenge the Office of the Inspector General’s reason-to-believe
    determinations that triggered the categorical exclusion of such evidence. The ALJs did
    consider all other evidence relating to the relevant period, including new, additional
    evidence submitted by Plaintiffs.
    Shortly afterward, both Plaintiffs received unfavorable decisions. In both cases, the
    ALJs concluded that “there was insufficient evidence” to support “a finding of disability”
    as of the dates of Plaintiffs’ original favorable decisions. J.A. 66, 233. Accordingly, the
    ALJs ordered that Plaintiffs’ benefits be terminated and further concluded that SSA “may
    treat any benefits previously received as an overpayment.” Id.
    Plaintiffs appealed the ALJs’ decisions, but the Appeals Council denied review.
    Having exhausted their administrative remedies, they each filed suit in federal district
    court, raising several statutory and constitutional claims. But the core contention below—
    as here—was that SSA should have afforded Plaintiffs an opportunity to challenge the
    fraud allegations that led to the exclusion of evidence during the redetermination process.
    7
    In Kirk’s case, the district court held that “SSA’s redetermination process violates
    the minimal requirements of due process” because it categorically excludes potentially
    critical evidence based on fraud allegations that beneficiaries cannot challenge. Kirk v.
    Berryhill, 
    388 F. Supp. 3d 652
    , 662, 664–65 (D.S.C. 2019). SSA timely appealed that
    decision.
    In contrast, a different district court ruled against Taylor, rejecting his claims that
    SSA’s redetermination procedures “violated his due process rights, the Social Security Act
    or regulations and the APA.” Taylor v. Berryhill, No. 1:16cv00044, 
    2018 WL 1003755
    , at
    *22 (W.D. Va. Feb. 21, 2018). Taylor timely appealed. On Plaintiffs’ unopposed motions,
    we consolidated their cases for purposes of this appeal. 7
    II.
    We review legal issues, including claims of APA or due process violations, de novo.
    See Defs. of Wildlife v. N.C. Dep’t of Transp., 
    762 F.3d 374
    , 393 (4th Cir. 2014) (APA);
    United States v. Shealey, 
    641 F.3d 627
    , 633 (4th Cir. 2011) (due process).
    7
    Plaintiffs also raise an Appointments Clause challenge, arguing that they are
    entitled to new redetermination hearings because the ALJs who terminated their benefits
    were not properly appointed. We recently held that Social Security claimants may raise
    such challenges in the first instance in federal court (as Plaintiffs did here). See Probst v.
    Saul, 
    980 F.3d 1015
    , 1018 (4th Cir. 2020). And Probst establishes that the Appointments
    Clause entitles Plaintiffs to new redetermination hearings before different ALJs. Id. at
    1025. Nevertheless, a new redetermination hearing alone will not address the issues raised
    in this case if the agency continues to use the same redetermination procedures objected to
    here. Accordingly, we reach Plaintiffs’ statutory and due process arguments and resolve
    their cases on those bases.
    8
    III.
    Plaintiffs argue that SSA’s redetermination procedures violate the Administrative
    Procedure Act. They contend that it is arbitrary and capricious for the agency to deny
    beneficiaries an opportunity to contest the Office of the Inspector General’s fraud
    allegations as to their cases, while permitting other similarly situated beneficiaries to
    challenge similar allegations arising from SSA’s own investigations. We agree. 8
    Under the APA, courts must “set aside agency action[s], findings, and conclusions
    found to be . . . arbitrary [or] capricious.” 
    5 U.S.C. § 706
    (2)(A). Plaintiffs argue that SSA
    violates this prohibition on arbitrariness and capriciousness by employing redetermination
    procedures that differ depending on the origin of the underlying fraud allegation.
    Specifically, when SSA develops a “reason to believe” that fraud was involved in a
    particular application based on a referral from the Office of the Inspector General—as was
    the case for Plaintiffs—“adjudicators do not have discretion to reconsider the issue of
    whether the identified evidence should be disregarded.” SSA Hearings, Appeals, and
    Litigation Law Manual § I-1-3-25(C)(4)(a). Rather, the evidence must be excluded
    automatically. In contrast, when an allegation of fraud arises from SSA’s own
    8
    Plaintiffs also contend that redetermination hearings are “formal adjudications”
    under the APA, and that SSA failed to provide several of the procedural protections
    required for such adjudications. We need not reach this argument. But see Hicks, 909 F.3d
    at 804–09 (holding that SSA’s redetermination procedures “violated the APA’s formal-
    adjudication requirements,” in addition to the “prohibition on ‘arbitrary’ or ‘capricious’
    decisionmaking”).
    9
    investigations, “an adjudicator can consider a beneficiary’s . . . objection to the
    disregarding of certain evidence.” Id. (emphasis added).
    “A fundamental norm of administrative procedure requires an agency to treat like
    cases alike.” Westar Energy, Inc. v. Fed. Energy Regul. Comm’n, 
    473 F.3d 1239
    , 1241
    (D.C. Cir. 2007). Indeed, a federal agency “can be said to be at its most arbitrary” when it
    “treat[s] similar situations dissimilarly.” Steger v. Def. Investigative Serv. Dep’t of Def.,
    
    717 F.2d 1402
    , 1406 (D.C. Cir. 1983). SSA’s procedures preclude certain beneficiaries
    subject to redetermination from contesting the underlying fraud allegations while
    permitting others to do so. This differential treatment is arbitrary and capricious in violation
    of the APA.
    SSA primarily argues that beneficiaries subject to redetermination based on the
    Office of the Inspector General’s fraud allegations and those subject to redetermination
    based on SSA’s own fraud investigations are not, in fact, similarly situated. Yet, as
    Plaintiffs correctly point out, this argument is an inappropriate post-hoc rationalization.
    Indeed, none of the rationales now offered by SSA to explain the aforesaid variance in
    redetermination procedures appear in either the SSA Hearings, Appeals, and Litigation
    Law Manual or the administrative record before us, and for that reason, we may not
    consider them. See Burlington N. & Santa Fe Ry. Co. v. Surface Transp. Bd., 
    403 F.3d 771
    ,
    777 (D.C. Cir. 2005) (“Where an agency applies different standards to similarly situated
    entities and fails to support this disparate treatment with a reasoned explanation and
    substantial evidence in the record, its action is arbitrary and capricious and cannot be
    upheld.”); see also Burlington Truck Lines, Inc. v. United States, 
    371 U.S. 156
    , 168 (1962)
    10
    (“[C]ourts may not accept appellate counsel’s post hoc rationalizations for agency
    action.”); Dep’t of Homeland Sec. v. Regents of the Univ. of Cal., 
    140 S. Ct. 1891
    , 1907
    (2020) (“It is a ‘foundational principle of administrative law’ that judicial review of agency
    action is limited to ‘the grounds that the agency invoked when it took the action.’” (quoting
    Michigan v. E.P.A., 
    576 U.S. 743
    , 758 (2015))); Motor Vehicle Mfrs. Ass’n of U.S., Inc. v.
    State Farm Mut. Auto. Ins. Co., 
    463 U.S. 29
    , 50 (1983) (“It is well-established that an
    agency’s action must be upheld, if at all, on the basis articulated by the agency itself.”). 9
    Moreover, we agree with the Sixth Circuit that “even if we were to credit the SSA’s
    post-hoc explanations . . . , its purported justifications are insufficient.” Hicks, 909 F.3d at
    808. “All of the SSA’s rationales for distinguishing between claimants whose files were
    deemed fraudulent by the [Office of the Inspector General] and claimants whose files were
    deemed fraudulent by SSA turn on differences between the [Office of the Inspector
    General] and the SSA—not between the claimants.” Id. Under these circumstances, as we
    describe below, it is not only arbitrary and capricious, but also fundamentally unfair, for
    SSA to “distinguish between similarly situated claimants based on circumstances entirely
    outside their control.” Id.
    Whether a beneficiary subject to redetermination is afforded an opportunity to rebut
    the underlying fraud allegation depends on the pure chance of which branch of the agency
    first raised the allegation formally. For instance, while it was SSA—not the Office of the
    9
    “[T]he contemporaneous explanation requirement” applies to both agency
    adjudications and rulemakings. Dep’t of Homeland Sec., 140 S. Ct. at 1909 n.3.
    11
    Inspector General—that “first learned about possible wrongdoing involving [ALJ]
    Daugherty and Conn” back in 2006, id. at 793, the redeterminations of Plaintiffs’ cases
    were ultimately precipitated by the Office of the Inspector General’s reason-to-believe
    findings. Had Plaintiffs’ cases been redetermined based on SSA’s initial suspicion of fraud,
    they would have had the opportunity to contest that finding.
    Regardless of whether a fraud allegation is made by the Office of the Inspector
    General or SSA, its effect on the beneficiary is the same. The allegation will generally
    trigger not only a redetermination of the beneficiary’s eligibility for benefits, but also the
    probable exclusion of potentially important (and non-fraudulent) evidence during the
    redetermination process. And—as was the case for Plaintiffs and hundreds of others—it
    could lead to termination of benefits, which may cause the beneficiary to lose an essential
    means of livelihood. SSA has provided no good reason why some beneficiaries should be
    entitled to challenge the agency’s fraud allegations while others similarly situated are not.
    Under these circumstances, treating similarly situated beneficiaries differently based solely
    on factors unrelated to the beneficiaries or their claims is the very definition of arbitrary
    and capricious agency action. Steger, 
    717 F.2d at 1406
    .
    For the foregoing reasons, we hold that SSA’s redetermination procedures are
    arbitrary and capricious in violation of the APA.
    IV.
    But that conclusion does not end our inquiry. In accordance with the “prudential
    rule of avoiding constitutional questions,” we have considered Plaintiffs’ APA claim first.
    12
    Zobrest v. Catalina Foothills Sch. Dist., 
    509 U.S. 1
    , 7 (1993). 10 We nevertheless deem it
    necessary to reach Plaintiffs’ due process argument because our APA holding alone does
    not fully address the issue before us: whether SSA is legally obligated to provide Plaintiffs
    an opportunity to rebut the agency’s fraud allegations at their hearings on remand. 11
    Plaintiffs argue that SSA’s redetermination procedures violated their due process
    rights under the Fifth Amendment because they were denied the opportunity to contest the
    Office of the Inspector General’s fraud allegations against them. We agree. Based on our
    analysis and balancing of the factors set forth in Mathews v. Eldridge, 
    424 U.S. 319
     (1976),
    10
    See also Jean v. Nelson, 
    472 U.S. 846
    , 854 (1985) (“Prior to reaching any
    constitutional questions, federal courts must consider nonconstitutional grounds for
    decision.” (quoting Gulf Oil Co. v. Bernard, 
    452 U.S. 89
    , 99 (1981))).
    11
    Theoretically, SSA could rectify the problem of arbitrariness and capriciousness
    merely by changing its policy to bar all challenges to fraud allegations at any type of
    redetermination hearings. But that is not the relief Plaintiffs seek here. What they request,
    rather, is a legally protected opportunity to rebut any allegation of fraud. Accordingly, the
    district court in Kirk addressed the constitutional question, holding that due process
    required SSA to provide such an opportunity and that the agency could not terminate Kirk’s
    benefits except “through a constitutional hearing.” Kirk, 388 F. Supp. 3d at 663–65.
    Moreover, this issue was thoroughly briefed by both parties and discussed during the oral
    argument. Because this case necessarily implicates important questions regarding what
    constitutes a fundamentally fair hearing, and because the relief ordered by the district court
    depended on its due process conclusion, we think it prudent to address the issue of due
    process. Cf. Lyng v. Nw. Indian Cemetery Protective Ass’n, 
    485 U.S. 439
    , 447 (1988)
    (“Because it appears reasonably likely that the [constitutional] issue was necessary to the
    decision[] below, we believe that it would be inadvisable to vacate and remand without
    addressing that issue on the merits.”).
    13
    we hold that the challenged SSA procedures violate the requirements of the Due Process
    Clause. 12
    “[T]he interest of an individual in continued receipt of [Social Security disability]
    benefits is a statutorily created ‘property’ interest protected by the Fifth Amendment.”
    Mathews, 
    424 U.S. at 332
    . And “[t]he fundamental requirement of due process is the
    opportunity to be heard ‘at a meaningful time and in a meaningful manner.’” 
    Id. at 333
    (quoting Armstrong v. Manzo, 
    380 U.S. 545
    , 552 (1965)).
    Under Mathews, “a due process challenge is governed by a three-factor balancing
    test, weighing (1) the private interest affected by the official action; (2) the risk of an
    erroneous deprivation with the procedures presently used; and (3) the government’s
    interest, including the function involved and the fiscal and administrative burdens
    associated with additional procedures.” United States v. White, 
    927 F.3d 257
    , 264 (4th Cir.
    12
    Plaintiffs suggest that we can find in their favor without conducting Mathews
    balancing at all because SSA’s redetermination procedures violate a “core” due process
    right. Mathews, they argue, applies only in cases dealing with additional process above
    and beyond a set of core procedural protections. Plaintiffs contend that this case concerns
    precisely the kind of “minimum due-process protection[] which cannot be balanced
    away”—specifically, a meaningful opportunity to be heard, which necessarily includes “a
    fair opportunity to rebut the Government’s factual assertions before a neutral
    decisionmaker.” Pls’ Principal & Resp. Br. at 16, 20 (quoting Hamdi v. Rumsfeld, 
    542 U.S. 507
    , 533 (2004) (plurality) and collecting other Supreme Court and Fourth Circuit cases).
    Because Mathews is the ordinary test for evaluating procedural due process claims, D.B. v.
    Cardall, 
    826 F.3d 721
    , 742 (4th Cir. 2016), and because we conclude that Plaintiffs prevail
    under that test, we need not and do not address their “core” due process argument here. But
    see Hicks, 909 F.3d at 797 (concluding that SSA’s redetermination procedures violated due
    process under either Mathews or a “minimum due-process analysis” (capitalization
    altered)). Nothing in this opinion, however, should be read as foreclosing similar arguments
    in the future.
    14
    2019), cert. denied, 
    140 S. Ct. 2554
     (2020); see also Mathews, 
    424 U.S. at 335
    . We
    conclude that each factor supports a finding that SSA’s redetermination procedures
    violated Plaintiffs’ due process rights.
    A.
    The first Mathews factor is “the private interest affected by the official action.”
    White, 927 F.3d at 264. We easily conclude that an individual’s private interest in retaining
    disability benefits is substantial. As the Supreme Court recognized in Mathews itself, “the
    hardship imposed upon the erroneously terminated disability recipient may be significant.”
    
    424 U.S. at 342
    .
    By definition, SSDI and SSI recipients are individuals whose disabilities prevent
    them from engaging in substantial gainful activity, see 
    20 C.F.R. § 404.1505
    (a), and many
    of them depend on their benefits to make ends meet. For instance, whereas Taylor had
    received about $1,779 per month in SSDI payments prior to SSA’s redetermination and
    subsequent termination of his benefits, he received only about $191 per month in SSI
    benefits afterward. According to Taylor, this nearly 90% reduction in his Social Security
    benefits left his family unable to pay their bills. Given “the severity of depriving a person
    of the means of livelihood,” Cleveland Bd. of Educ. v. Loudermill, 
    470 U.S. 532
    , 543
    (1985), one can hardly argue that an individual’s interest in avoiding the termination of
    disability benefits is anything short of extremely weighty. 13
    13
    The dissent emphasizes that Plaintiffs do not have any constitutionally protected
    property interest in avoiding redeterminations or in being able to rebut the fraud allegation.
    See Dissenting Op. at 33–34. While it is true that Plaintiffs do not have such an interest, an
    15
    Compounding the gravity of the private interest affected here is the fact that
    individuals whose disability benefits are terminated via redetermination may be required
    to repay the benefits already received. And where many years have passed since the initial
    disability award, a beneficiary could be expected to pay back tens of thousands of dollars. 14
    As an example, although SSA ultimately waived overpayment recovery as to Taylor, it
    initially demanded that he repay more than $116,000.
    SSA argues that the weight of the private interest is lessened here because
    beneficiaries can mitigate the effects of benefits termination by requesting waivers of
    overpayment recovery, filling out new applications for disability benefits, or both. But
    requests for waivers are just that—requests. While SSA has granted 93 percent of the
    overpayment waiver requests made by former clients of Conn, there is still no guarantee
    that all or even any of a particular beneficiary’s overpayments will be waived. 15 Moreover,
    opportunity to challenge the agency’s fraud allegation is inextricably intertwined with their
    constitutionally protected interest in the continued receipt of their benefits. Before taking
    any action adverse to this interest, SSA must afford Plaintiffs (and other similarly situated
    persons) minimum procedural protections mandated by the Due Process Clause—one of
    which, as we hold today, is the aforesaid rebuttal opportunity.
    14
    Indeed, the repayment amounts snowballed in large part because SSA failed to
    take formal action for nearly ten years despite having suspected an unlawful scheme
    involving Conn and ALJ Daugherty since 2006.
    15
    We respectfully disagree with our dissenting colleague’s statement that
    “[w]idespread waiver, not individual debt, is the proper categorical consideration.”
    Dissenting Op. at 35. The waiver of overpayment recovery is merely a discretionary form
    of relief that SSA may or may not provide, rather than a procedural protection guaranteed
    to all individuals subject to redetermination. Thus, in consideration of “the categorical
    interest”—rather than “any one applicant’s personal interest,” see 
    id.
     at 34—we believe the
    availability of the waivers does little to mitigate the adverse effects of benefits termination.
    16
    as the Sixth Circuit aptly observed in Hicks, “there is a distinct dignitary harm to
    beneficiaries who are not allowed to effectively dispute the allegation that they have been
    receiving undeserved benefits for close to ten years, leeching government resources to
    which they had no right. This harm remains even if overpayment is waived.” Hicks, 909
    F.3d at 803.
    Nor would a new application for benefits adequately mitigate the harm resulting
    from termination. For many, if not most, individuals who lose their benefits via fraud-
    related redeterminations, filing a new application simply could not make them whole, as
    they would still face the possibility of overpayment and the aforesaid dignitary harms.
    Additionally, former beneficiaries filing new applications face significant difficulty
    in qualifying for SSDI benefits today. Generally, to qualify for SSDI, claimants must prove
    that they became disabled on or before their “date last insured”—approximately five years
    after the day they stopped working. See 
    20 C.F.R. § 404.130
    ; Policy Operations Manual
    System,        DI   25501.320,      Soc.      Sec.     Admin.      (May       15,     2020),
    https://secure.ssa.gov/apps10/poms.nsf/lnx/0425501320. Thus, former clients of Conn
    who lost their benefits via redetermination and who seek to reapply for SSDI bear the
    onerous burden of proving retrospectively that they were disabled many years ago—the
    same obstacle they faced during the redetermination process. 16 Notably, about 45 percent
    16
    Given that the beneficiaries subject to redetermination were those for whom Conn
    had submitted pre-completed Residual Functional Capacity forms between January 2007
    and May 2011, we can infer that those beneficiaries stopped working due to their alleged
    disabilities around that time.
    17
    of individuals subject to Conn-related redeterminations (approximately 800 people),
    including Plaintiffs, lost their benefits because they were unable to prove their past
    disability without the contemporaneous evidence from Conn’s doctors. It is hard to imagine
    that those individuals would fare any better upon filing new SSDI applications. Indeed,
    SSA denied Taylor’s new SSDI application, finding him not disabled prior to his date last
    insured of December 31, 2012.
    Although individuals who lost their benefits could still apply for and obtain SSI
    benefits based on their current disabilities (as Plaintiffs did), “those benefits are a woefully
    inadequate substitute for the SSDI payments” that they received prior to redetermination.
    Pls.’ Principal & Resp. Br. at 34. According to SSA’s own published data, the average
    monthly SSDI benefit in December 2020 was $1,142.68, which was nearly double the
    average monthly SSI payment in the same month ($575.73). Monthly Statistical Snapshot,
    December           2020,         Soc.         Sec.         Admin.          (Jan.         2021),
    https://www.ssa.gov/policy/docs/quickfacts/stat_snapshot/. And this was not an outlier. 17
    17
    See, e.g., Monthly Statistical Snapshot, November 2020, Soc. Sec. Admin. (Dec.
    2020), https://www.ssa.gov/policy/docs/quickfacts/stat_snapshot/2020-11.html; Monthly
    Statistical Snapshot, October 2020, Soc. Sec. Admin. (Nov. 2020),
    https://www.ssa.gov/policy/docs/quickfacts/stat_snapshot/2020-10.html;         Monthly
    Statistical Snapshot, September 2020, Soc. Sec. Admin. (Oct. 2020),
    https://www.ssa.gov/policy/docs/quickfacts/stat_snapshot/2020-09.html.
    18
    For some individuals, this gap could be even wider, as Taylor’s case illustrates—i.e.,
    $1,779 per month (SSDI) versus $191 per month (SSI). 18
    In conclusion, the private interest affected by SSA’s redetermination procedures
    weighs heavily against the constitutionality of those procedures.
    B.
    As to the second Mathews factor, Plaintiffs argue that absent an opportunity to
    contest SSA’s fraud allegations, the risk of an erroneous deprivation is unacceptably high.
    Again, we agree.
    As an initial matter, the Supreme Court has indicated that the risk of an erroneous
    deprivation is too high where an individual is not provided “notice of the factual basis” for
    a material government finding and “a fair opportunity to rebut the Government’s factual
    assertions before a neutral decisionmaker.” Hamdi, 
    542 U.S. at 533
     (applying Mathews).
    Indeed, the Supreme Court has “consistently observed that these [two safeguards] are
    among the most important procedural mechanisms for purposes of avoiding erroneous
    deprivations.” Wilkinson v. Austin, 
    545 U.S. 209
    , 226 (2005). Such clear precedent strongly
    suggests that the challenged redetermination procedures produce an unacceptably high risk
    of error, given that they fail to provide either of the two aforementioned safeguards.
    In addition, the broad scope of SSA’s evidence exclusion in the Conn-related cases
    further heightens the risk of an erroneous deprivation. Though the Office of the Inspector
    18
    SSA blatantly disregards Taylor’s 90% reduction in benefits when it states that
    Plaintiffs’ ability to apply for and obtain SSI benefits “necessarily reduce[d] the harm
    caused by the discontinuation of” their SSDI benefits. SSA’s Resp. & Reply Br. at 13.
    19
    General stated only that it had reason to believe the pre-completed Residual Functional
    Capacity forms submitted by Conn were tainted by fraud, SSA chose to disregard any
    medical evidence signed by one of the four doctors associated with Conn and submitted by
    the Conn Law Firm between January 2007 and May 2011. In other words, the agency
    excluded a wide range of contemporaneous medical evidence falling outside the scope of
    the alleged fraud.
    Notably, the four doctors associated with Conn submitted not only the Residual
    Functional Capacity forms, but also “evidence detailing their examinations of [the
    claimants], including any testing that they had performed and behavioral observations they
    had made.” Hicks, 909 F.3d at 795. Indeed, in Taylor’s case, the excluded evidence
    included various medical findings and observations from a physical examination conducted
    by Dr. Ammisetty, as well as from Dr. Ammisetty’s review of a CT scan and laboratory
    test results from other clinics. We agree with the Sixth Circuit that “[t]he divergence
    between the material identified by the [Office of the Inspector General] and the material
    excluded by the SSA highlights the danger of the SSA’s approach.” Hicks, 909 F.3d at 801.
    “With no adversarial input and no judicial oversight, the risk that nonfraudulent material
    will be erroneously excluded is impermissibly high.” Id.
    SSA argues that its redetermination procedures provide adequate safeguards against
    an erroneous deprivation of benefits. Specifically, it emphasizes that (1) on
    redetermination, ALJs considered all of the evidence in the original case files except for
    the excluded evidence; (2) Plaintiffs were provided with opportunities to submit additional
    evidence during the redetermination process, so long as it related to the time of their
    20
    original applications; and (3) SSA has faithfully carried out its legal obligation under 
    42 U.S.C. § 423
    (d)(5)(B) and 
    20 C.F.R. § 404.1512
    (b) to help claimants gather relevant
    medical evidence and develop a comprehensive record.
    The availability of these protections, however, does little to mitigate the risk of an
    erroneous deprivation. As Plaintiffs correctly point out, “it is manifestly no answer to say”
    that excluding potentially probative, or even critical, evidence “is fine because ALJs can
    consider other evidence.” Pls.’ Principal & Resp. Br. at 38.
    Moreover, as a practical matter, finding other evidence is easier said than done. Old
    medical records are often difficult, if not impossible, to obtain. Doctors move away; they
    retire; they destroy old records; they pass away (as Dr. Huffnagle did). Some beneficiaries
    gave all of their medical records to Conn, who later destroyed many of those records.
    Although the government took possession of the remaining client files when Conn went to
    prison in 2018, that was well after the initial redetermination hearings had concluded,
    meaning Conn’s former clients did not have access to those documents during their
    hearings.
    Therefore, it is simply unrealistic to expect beneficiaries subject to redetermination
    to acquire and present new medical evidence showing that they were disabled years ago—
    with or without SSA’s assistance. And for this reason, we deem it fundamentally unfair to
    preclude individuals in Plaintiffs’ position from contesting SSA’s categorical exclusion of
    all medical evidence from the four doctors associated with Conn, since such evidence may
    well be the only persuasive evidence of their past disability.
    21
    SSA further contends that even if a beneficiary were to succeed in reintroducing the
    disregarded evidence, that evidence would be entitled to little, if any, weight when it is
    inconsistent with the record as a whole. See 
    20 C.F.R. § 404.1527
    (b), (c)(4). But Plaintiffs
    rightly urge us not to speculate. “It is impossible to predict . . . what weight an ALJ would
    assign to medical evidence if reintroduced.” Pls.’ Principal & Resp. Br. at 40. And even
    where the excluded evidence would have been accorded little weight upon reintroduction,
    it could have tipped the balance the other way for beneficiaries who only narrowly failed
    to meet their burden of proving their past disability.
    Finally, we reject SSA’s argument that the additional procedure Plaintiffs seek—an
    opportunity to contest the fraud allegations in their cases—would be of little value. As the
    Supreme Court has recognized, the “opportunity for [an individual affected by government
    action] to present his side of the case is . . . of obvious value in reaching an accurate
    decision.” Loudermill, 
    470 U.S. at 543
     (emphasis added). Here, that opportunity
    necessarily encompasses a chance to contest the agency’s fraud allegations, which are
    undoubtedly material to the ultimate issue of whether an individual’s benefits should be
    terminated. See Conn. Dep’t of Pub. Safety v. Doe, 
    538 U.S. 1
    , 7 (2003) (“[D]ue process
    require[s] the government to accord the plaintiff a hearing to prove or disprove a particular
    fact or set of facts . . . [that are] relevant to the inquiry at hand.”); cf. Goldberg v. Kelly,
    
    397 U.S. 254
    , 269 (1970) (“In almost every setting where important decisions turn on
    22
    questions of fact, due process requires an opportunity to confront and cross-examine
    adverse witnesses.”). 19
    In sum, the second Mathews factor also weighs in Plaintiffs’ favor.
    C.
    Finally, the government’s countervailing interests are weak. While SSA certainly
    has “a substantial interest in preventing . . . fraud and in avoiding erroneously providing
    benefits,” Ching v. Mayorkas, 
    725 F.3d 1149
    , 1158 (9th Cir. 2013), allowing beneficiaries
    to contest reason-to-believe findings would only advance that interest by helping the
    agency accurately determine which evidence is actually tainted by fraud and which is not.
    Nor would any potential burdens on the agency—whether financial or
    administrative—be significant. Contrary to SSA’s assertions, there is no need for complex
    evidentiary hearings or mini-trials here. Rather, a procedure akin to that used by federal
    courts to resolve a motion in limine would suffice—i.e., each side arguing for or against
    the admissibility of the allegedly fraudulent evidence, either orally or through briefs. See
    19
    Moreover, as the district court in Hicks rightly observed, “Mathews does not talk
    about the probability of a victory; it talks about risk of an unfair loss.” Hicks, 214 F. Supp.
    3d at 644. Accordingly, individuals may be entitled to certain procedural rights under the
    Due Process Clause even where the exercise of those rights may not necessarily affect the
    substantive outcome of the relevant proceedings. See Joint Anti-Fascist Refugee Comm. v.
    McGrath, 
    341 U.S. 123
    , 179 (1951) (Douglas, J., concurring) (“It is not without
    significance that most of the provisions of the Bill of Rights are procedural. It is procedure
    that spells much of the difference between rule by law and rule by whim or caprice.
    Steadfast adherence to strict procedural safeguards is our main assurance that there will be
    equal justice under law.”).
    23
    Jaxson, 970 F.3d at 778 (suggesting the use of this procedure at SSA redetermination
    hearings).
    We also reject SSA’s argument that allowing individuals to contest the fraud
    allegations would frustrate “Congress’s objective in providing for swift and efficient
    redetermination procedures.” SSA’s Resp. & Reply Br. at 27. Like the Sixth Circuit, we
    deem this argument unpersuasive, “given that the SSA waited nearly ten years after first
    learning about possible misconduct involving Conn and [ALJ] Daugherty to initiate
    redetermination proceedings. It seems disingenuous now to claim that plaintiffs should
    receive fewer procedural protections because the SSA is statutorily obligated to move
    quickly.” Hicks, 909 F.3d at 803.
    We further agree with our sister circuit’s rejection of SSA’s argument that the
    additional procedure sought by Plaintiffs would infringe upon law-enforcement efforts
    concerning Conn’s fraud conspiracy. See id. at 803–04. According to SSA, redetermination
    hearings that allow challenges to the agency’s fraud allegations would likely “rehearse the
    [criminal] case’s merits, including the Government’s theory and supporting evidence,”
    thereby interfering with the prosecution of individuals involved in the fraud. SSA’s
    Opening Br. at 42 (alteration in original) (quoting Kaley v. United States, 
    571 U.S. 320
    ,
    335 (2014)). Congress, however, has already provided a mechanism for ensuring that SSA
    redetermination proceedings do not threaten criminal prosecutions: where a prosecutor
    provides a written certification stating that “there is a substantial risk that” conducting
    redetermination proceedings for a particular beneficiary “would jeopardize the criminal
    prosecution of a person involved in a suspected fraud,” SSA must halt the redetermination
    24
    process. 
    42 U.S.C. § 405
    (u)(1)(A). If SSA is genuinely concerned about the potential risk
    of frustrating law-enforcement efforts, it should follow this statutory procedure, rather than
    deprive beneficiaries of procedural protections.
    Therefore, we find that the third Mathews factor too weighs against SSA’s position.
    *       *      *
    As each of the three Mathews factors weighs in favor of mandating the procedural
    protection sought by Plaintiffs, we hold that the Due Process Clause of the Fifth
    Amendment required SSA to provide Plaintiffs and those similarly situated an opportunity
    to contest the Office of the Inspector General’s fraud allegations as to their individual cases.
    By denying Plaintiffs this opportunity, SSA violated their procedural due process rights.
    V.
    We conclude that SSA’s redetermination procedures violated both the
    Administrative Procedure Act and the Due Process Clause of the Fifth Amendment.
    Therefore, we affirm the judgment in No. 19-1989 and reverse in No. 19-2028. SSA’s prior
    redetermination decisions as to Plaintiffs are vacated, and we remand both cases to the
    agency for further proceedings consistent with this opinion.
    19-1989 – AFFIRMED;
    19-2028 – REVERSED
    25
    QUATTLEBAUM, Circuit Judge, dissenting:
    The Social Security Act (the “Act”) sets forth a procedure known as a
    redetermination to address fraud. 
    42 U.S.C. § 405
    (u). It provides that the “Commissioner
    of Social Security shall immediately redetermine the entitlement of individuals to monthly
    insurance benefits . . . if there is reason to believe that fraud or similar fault was involved
    in the application of the individual for such benefits.” 
    42 U.S.C. § 405
    (u)(1)(A). The Act
    is also clear about how to handle suspect evidence included in such an application. “When
    redetermining the entitlement, . . . the Commissioner of Social Security shall disregard any
    evidence if there is reason to believe that fraud or similar fault was involved in the
    providing of such evidence.” 
    42 U.S.C. § 405
    (u)(1)(B).
    The questions presented here are whether the Social Security Administration (the
    “SSA”), in interpreting these statutes, delineated procedures that violated the procedural
    due process rights of Gary Kirk and Larry Taylor and whether those same procedures were
    arbitrary and capricious under the Administrative Procedure Act (the “APA”). In my view,
    the redetermination process affords substantial due process more than sufficient to satisfy
    Mathews v. Eldridge, 
    424 U.S. 319
     (1976), and does not run afoul of the APA.
    Consequently, I respectfully dissent.
    I.
    The facts here could pass for the plot of a John Grisham novel. Aptly-named Eric
    Conn, a lawyer in Pikeville, Kentucky, conspired with four doctors and an administrative
    law judge (“ALJ”) to defraud the United States government out of millions of dollars in
    26
    Social Security benefits and millions more in attorney’s fees. Conn advertised himself as
    “Mr. Social Security,” inducing clients to hire him for assistance in obtaining benefits.
    Hicks v. Colvin, 
    214 F. Supp. 3d 627
    , 646 n.1 (2016) (hereinafter Hicks I). To pad his
    clients’ applications, Conn gave pre-completed template Residual Functional Capacity
    forms (“RFC forms”) to four crooked doctors, who would then sign off on applicants’
    disabilities. And, to stack the deck further, he paid off ALJ David Daugherty, who, in turn,
    funneled Conn’s cases to his docket where he could rubberstamp applicants as disabled
    and award benefits. Under this arrangement, Conn’s clients were awarded over $550
    million in benefits. Sara Randazzo, Lawyer Pleads Guilty in $550 Million Social Security
    Fraud Scheme, WALL ST. J. (Mar. 27, 2017). Conn received over $5.7 million in fees, and
    the doctors and the ALJ were all paid handsomely. See 
    id.
    Conn’s scheme began to unravel when a whistleblower reported concerns over ALJ
    Daugherty’s docketing practices. The United States Office of Inspector General (the
    “OIG”) began an investigation. See Hicks v. Comm’r of Soc. Sec., 
    909 F.3d 786
    , 793 (6th
    Cir. 2018) (hereinafter Hicks II); Damien Paletta, Disability-Claim Judge Has Trouble
    Saying “No,” WALL ST. J., May 19, 2011. Eventually, Conn pled guilty to theft of
    government money and paying illegal gratuities. Conn then escaped to South America, but
    his time there was short-lived. Police located and apprehended him at a Pizza Hut in La
    Ceiba, Honduras, where he was attempting to log on to WiFi. Former Disability Attorney
    Eric Conn Captured in Honduras, OFFICE OF THE INSPECTOR GENERAL: BEYOND THE
    NUMBERS (Dec. 8, 2017), https://oig.ssa.gov/newsroom/blog/dec8-conn-captured. Conn is
    currently incarcerated, serving a 27-year prison sentence, as are many of his cohorts.
    27
    By July 2014, the OIG “had identified 1,787 individuals—all of whom had been
    represented by Conn—whose applications, the OIG ‘had reason to believe,’ were tainted
    by fraud.” Hicks II, 909 F.3d at 794. In May 2015, the OIG informed the SSA that it could
    proceed with redetermination hearings. As part of the redetermination process, in
    accordance with 
    42 U.S.C. § 405
    (u)(1)(B), the SSA excluded RFC forms submitted by
    Conn and the four implicated doctors because, according to the OIG, there was reason to
    believe those forms were tainted by fraud. Even so, the SSA reviewed those 1,787 files to
    determine whether there was sufficient evidence, besides the statutorily excluded forms, to
    support a disability determination. Of all the applicants identified by the OIG, the SSA
    determined that 1,500 had insufficient untainted evidence to uphold their initial benefits
    determination and would therefore be subject to redetermination proceedings. Hicks II, 909
    F.3d at 818 (Rogers, J., dissenting).
    Kirk and Taylor were two of Conn’s clients who were required to undergo
    redetermination proceedings. Kirk filed for benefits in 2008, claiming his disability began
    in 2006. After his initial application was denied, Kirk hired Conn to represent him. ALJ
    Daugherty then issued a favorable decision in 2009, relying on records from one of the
    implicated doctors to find Kirk suffered from Arnold-Chiari Syndrome, Bell’s Palsy,
    Sciatica and Low Back Pain and had limited residual functional capacity. As such, ALJ
    Daugherty found Kirk’s disability began in 2006, and Kirk began receiving benefits from
    the SSA.
    Kirk received notice on May 18, 2015, that he would be required to undergo a
    redetermination proceeding. As part of his proceeding, Kirk was permitted to submit
    28
    additional evidence of his disability and did so. The new ALJ, however, found Kirk was
    not disabled as of the date he had previously been awarded benefits. Kirk requested review
    by the SSA Appeals Council, which was denied. Kirk then filed suit, alleging five causes
    of action, including violations of procedural due process, the Act and the APA. A
    magistrate judge heard the parties on numerous motions, issued a Report and
    Recommendation and then stayed the case pending a final decision in Hicks II. 1 Given the
    uncertainty as to how and when the Hicks II litigation would proceed, the district court
    assumed responsibility for the case. After a final hearing on the merits, the court found the
    redetermination procedures violated Kirk’s procedural due process and expressly reversed
    the SSA’s prior redetermination decision. The SSA timely appealed.
    Taylor filed an application for benefits in 2010, stating his disability began in 2010.
    Conn served as his attorney. The agency denied his initial application and his requested
    reconsideration. Taylor then requested a hearing before an ALJ. Subsequently, ALJ
    Daugherty issued a favorable decision without holding a hearing, relying on a medical
    examination report by yet another template-implicated doctor. ALJ Daugherty found
    Taylor suffered from acid reflux, fatty liver and anorexia and had limited residual
    functional capacity. Taylor then began receiving benefits.
    1
    Hicks II was a consolidated appeal of eleven cases arising out of Conn’s fraud
    before three different district court judges with nearly identical facts to those here. 909 F.3d
    at 791. As such, the magistrate judge may have thought the Sixth Circuit’s decision would
    be informative.
    29
    Taylor, like Kirk, was notified on May 18, 2015, that he would have to undergo a
    redetermination proceeding. Taylor was afforded the same process as Kirk, and submitted
    additional evidence of his disability. At a hearing where he was represented by new
    counsel, the new ALJ found there was insufficient evidence to support Taylor’s initial
    award of benefits. Taylor requested review of the decision, which the SSA Appeals Council
    denied. Taylor then sued, challenging the ALJ’s redetermination decision and the Act’s
    redetermination procedures. Acting pursuant to 
    28 U.S.C. § 636
    (c)(1), the magistrate judge
    granted the Commissioner’s Motion for Summary Judgment on Taylor’s claims that the
    redetermination procedures violated procedural due process, the Act and the APA. Taylor
    filed a Motion to Alter or Amend a Judgment. The court denied the Motion, and Taylor
    timely appealed. Kirk and Taylor’s appeals have been consolidated for our review.
    II.
    Kirk and Taylor argue, and the majority agrees, that the SSA’s redetermination
    procedures violated their procedural due process rights. Specifically, they challenge the
    Act’s exclusion of evidence from Conn’s coconspirators. Even though they had notice and
    an opportunity to contest the subsequent termination of their benefits, they insist it was
    unconstitutional to exclude their suspect evidence without giving them an opportunity to
    30
    argue that, in their cases, the OIG had no reason to believe their RFC forms were
    fraudulent. 2
    To begin, while I reach a different conclusion, I agree with the majority and the
    district courts below that Mathews is the proper framework for this inquiry. 3 Mathews
    provides that, at the most basic level, “due process is the opportunity to be heard ‘at a
    meaningful time and in a meaningful manner.’” 
    424 U.S. at 333
     (quoting Armstrong v.
    Manzo, 
    380 U.S. 545
    , 552 (1965)). In evaluating this requirement, there is neither a set
    “form of hearing” required under due process nor a “technical conception with a fixed
    content unrelated to time, place and circumstances.” 
    Id.
     at 333–34 (quoting Cafeteria
    Workers v. McElroy, 
    367 U.S. 886
    , 895 (1961)). Mathews has long been heralded as the
    2
    “This court reviews legal issues, including claims of due process violations, de
    novo.” United States v. Shealey, 
    641 F.3d 627
    , 633 (4th Cir. 2011) (quoting Blanco de
    Belbruno v. Ashcroft, 
    362 F.3d 272
    , 278 (4th Cir. 2004)).
    3
    In spite of the overwhelming endorsement of the applicability and soundness of
    the Mathews test, Kirk and Taylor contend it does not apply here. Rather, they argue
    Mathews is merely a framework that rests on top of the due process floor established
    “[l]ong before Mathews.” Hicks II, 909 F.3d at 797 (citing Greene v. McElroy, 
    360 U.S. 474
     (1959)). As such, Kirk and Taylor argue Mathews only governs additional process.
    But this position contradicts both the text of Mathews and decades of Supreme Court
    precedent establishing that the Mathews test does not supplant a floor, but rather sets the
    constitutional floor. Mathews, 
    424 U.S. at 333
     (“[S]ome form of hearing is required before
    an individual is finally deprived of a property interest.”). See also Turner v. Rogers, 
    564 U.S. 431
    , 444 (2011) (“[W]e consequently determine the ‘specific dictates of due process’
    by examining the ‘distinct factors’ that this Court has previously found useful in deciding
    what specific safeguards the Constitution’s Due Process Clause requires in order to make
    a civil proceeding fundamentally fair.” (quoting Mathews, 
    424 U.S. at 335
    )).
    31
    seminal case providing the tripartite analysis for courts to utilize when evaluating how
    much process is due:
    [I]dentification of the specific dictates of due process generally requires
    consideration of three distinct factors: First, the private interest that will be
    affected by the official action; second, the risk of an erroneous deprivation
    of such interest through the procedures used, and the probable value, if any,
    of additional or substitute procedural safeguards; and finally, the
    Government’s interest, including the function involved and the fiscal and
    administrative burdens that the additional or substitute procedural
    requirement would entail.
    
    Id. at 335
    .
    But in applying the Mathews framework, we must not forget the principles that
    anchor it. Procedural due process in the context of government entitlements sought to
    ensure “minimum procedural safeguards.” Goldberg v. Kelly, 
    397 U.S. 254
    , 267 (1970).
    The Goldberg Court emphasized “we . . . recognize the importance of not imposing upon
    the States or the Federal Government in this developing field of law any procedural
    requirements beyond those demanded by rudimentary due process.” 
    Id.
     (emphasis added).
    Six years later, the Mathews Court reaffirmed that “[i]n assessing what process is due . . .
    substantial weight must be given to the good-faith judgments of the individuals charged by
    Congress with the administration of social welfare programs that the procedures they have
    provided assure fair consideration of the entitlement claims of individuals.” Mathews, 
    424 U.S. at 349
    . Without saying so, Kirk and Taylor effectively reject these precedential
    principles. Doing so, however, cuts Mathews loose from its moorings, rendering it merely
    a court’s subjective view of the underlying interests at stake. See Cleveland Bd. of Educ. v.
    32
    Loudermill, 
    470 U.S. 532
    , 562 (1985) (Rehnquist, J., dissenting). Thus, with these
    important principles in mind, I turn to the Mathews analysis here.
    A.
    We look first to the private-interest prong of the Mathews three-part test. In this
    prong and throughout our analysis, it is important to keep our eye on the ball. There is only
    one constitutionally-protected private interest—Kirk and Taylor’s ongoing receipt of
    benefits, provided they are eligible. Goldberg, 
    397 U.S. at
    261–62 (holding an individual’s
    interest in continued receipt of government benefits is a property interest protected by the
    Due Process Clause). Social Security disability benefits have long been afforded this
    protection, and undoubtedly should be. Mathews, 
    424 U.S. at 332
    .
    Here, although there is only one constitutionally-protected interest, there are
    numerous determinations made—(1) the OIG’s reason to believe fraud determination; (2)
    as a result of the OIG’s determination, the SSA’s “decision” 4 to redetermine benefits and
    exclude certain evidence; and (3) an ALJ’s conclusion on Kirk and Taylor’s eligibility for
    ongoing benefits. Kirk and Taylor seemingly mention these various determinations
    interchangeably with a goal of broadening their interest. They argue that the OIG’s
    determination affected their rights because it triggered a redetermination hearing where
    they were unable to argue that the OIG had no reason to believe their template RFC form
    was fraudulent. The problem with this argument, however, is that Kirk and Taylor have no
    4
    The SSA’s redetermination of benefits and exclusion of suspect evidence based on
    the OIG’s determination is statutorily mandated. 
    42 U.S.C. § 405
    (u)(1)(A)–(B).
    33
    constitutionally-protected property interest in those decisions, or in avoiding
    redeterminations for that matter. They only have such an interest in the decision about
    whether their benefits should continue. As described more below, this failure of Kirk and
    Taylor to identify the proper interest infects their entire analysis.
    Further, even with our eyes fixed on the proper interest, Mathews requires more than
    determining whether there is a private interest at stake. It requires courts to consider the
    extent of that interest. Several mitigating considerations reduce the significance of the
    interest here.
    First, Kirk and Taylor suggest consideration of their individualized circumstances.
    For example, they point to the specific economic hardships they have suffered from the
    redetermination of their benefits. But without disputing—or lacking sympathy for—Kirk
    and Taylor’s circumstances, Mathews requires consideration of the categorical interest, not
    any one applicant’s personal interest. See 
    id.
     at 340–42. And according to the Supreme
    Court, the potential deprivation from losing disability benefits is generally less than that of
    welfare recipients because “[e]ligibility for disability benefits, in contrast, is not based
    upon financial need.” 
    Id.
     at 340–41. This is so because:
    [Eligibility for disability benefits] is wholly unrelated to the worker’s income
    or support from many other sources, such as earnings of other family
    members, workmen’s compensation awards, tort claims awards, savings,
    private insurance, public or private pensions, veterans’ benefits, food stamps,
    public assistance, or the ‘many other important programs, both public and
    private, which contain provisions for disability payments affecting a
    substantial portion of the work force . . . .’
    
    Id.
     at 340–41 (quoting Richardson v. Belcher, 
    404 U.S. 78
    , 85–87 (1971) (Douglas, J.,
    dissenting)). Thus, while the Social Security benefits Kirk and Taylor were receiving are
    34
    entitled to protection, the private interest in them is less than that in benefits tied to financial
    need. 5
    Similarly, Kirk and Taylor improperly emphasize that, under the redetermination
    process, an individual applicant could be required to repay previously provided benefits.
    Relevant to this issue, the Act provides a procedure by which past overpayments may be
    waived. See 
    42 U.S.C. § 404
    (b). And 98% of waivers have been granted in Conn’s cases.
    Hicks II, 909 F.3d at 816 (Rogers, J., dissenting). 6 Indisputably, Kirk and Taylor have both
    already received waivers. Widespread waiver, not individual debt, is the proper categorical
    consideration.
    Additionally, applicants may submit a new application for benefits. I fully recognize
    there is an obvious difference in the benefits an individual may receive by new application. 7
    5
    Kirk and Taylor, under their initial applications, applied for and were awarded
    Social Security Disability Insurance (“SSDI”) benefits, which are unrelated to financial
    need. J.A. 86, 246. Kirk also applied for and was awarded Supplemental Security Income
    (“SSI”), which is need based. J.A. 86. On reapplication, however, both were only awarded
    SSI. Opening Br of Comm’r at 31. See infra note 7.
    6
    SSA estimates this figure as slightly less, that 93% of waivers have been granted
    in Conn’s cases with the remaining 7% denied because of beneficiaries’ ability to pay in
    full or in part. Opening Br of Comm’r at 30–31.
    7
    This difference stems from the existence of two different disability benefits
    programs—SSI and SSDI. SSI is a need-based program to provide income to meet the basic
    needs of older adults or adults with disabilities. Supplemental Security Income Home Page
    – 2020 Edition, SOCIAL SECURITY ADMINISTRATION, https://www.ssa.gov/ssi/ (last visited
    Jan. 14, 2021). SSDI, however, does not consider need. Disability Benefits, SOCIAL
    SECURITY ADMINISTRATION, https://www.ssa.gov/benefits/disability/ (last visited Jan. 14,
    2021). Rather, it provides income to disabled adults who have worked long enough and
    recently enough to qualify. Id. The disability requirement for both programs is the same.
    Id. But the amount of the benefit varies significantly—on average, a monthly SSI benefit
    35
    For example, Taylor, after submitting a new application, received SSI benefits of $191.31
    per month, a small sum compared to his previous SSDI benefits of $1,778.90 per month.
    Taylor, however, no longer receives SSI because he now receives retirement benefits and,
    thus, no longer meets financial eligibility requirements for SSI benefits. Opening Br of
    Comm’r at 31. The record does not provide as clear a picture of Kirk’s benefits before and
    after redetermination, but it is clear that Kirk currently receives SSI benefits. Id.
    Acknowledging the significant difference in amount, it is an amount nonetheless, and that
    must be considered when assessing the private interest.
    In sum, as to the first Mathews factor, disability claimants in general possess a
    substantial private interest. But in my view, the majority gives too much weight to this
    interest. It also gives too little weight to widely available mitigating measures, which
    artificially inflates the significance of the individual interest at stake. A waiver of
    overpayment and a new application for benefits “right-sizes” this interest.
    B.
    Turning now to the second factor of Mathews, we again must keep our eye on the
    ball to avoid conflating the actual risk of error at issue—the wrongful termination of
    benefits—with the related but distinct risk of the wrongful exclusion of evidence. Kirk and
    Taylor focus on the latter, emphasizing they received no notice or opportunity to rebut the
    is $575.73 compared to a monthly SSDI benefit of $1,142.68. Monthly Statistical Snapshot
    December           2020,          SOCIAL           SECURITY           ADMINISTRATION,
    https://www.ssa.gov/policy/docs/quickfacts/stat_snapshot/index.html (last visited Jan. 14,
    2021).
    36
    exclusion of evidence. That may be true. But it is not the proper question in this procedural
    due process analysis. The risk of error relates not to the decision to exclude evidence but
    instead to the decision about ongoing benefits. The majority gives virtually no attention to
    this distinction, but, with our eye on the ball, it is clear that Mathews applies only to the
    decision about benefits. 
    424 U.S. at 335
     (identifying the second factor as “the risk of an
    erroneous deprivation of such [private] interest”). 8
    And the risk of erroneous termination of benefits, like the first factor, requires
    categorical review. The risk must be inherent “to the generality of cases, not the rare
    exceptions.” 
    Id. at 344
    . Risk is assessed first by the likelihood of error following the current
    procedures—excluding evidence where there is reason to believe it is tainted by fraud and
    permitting applicants to supplement new and/or reliable former evidence, and second, by
    the value of the additional procedure proposed here.
    8
    The SSA’s blanket prohibition on suspect evidence is consistent with United States
    v. Scheffer, 
    523 U.S. 303
     (1998). In Scheffer, Military Rule of Evidence 707 prohibited the
    introduction of all polygraph testimony based on insufficient scientific acceptability. 
    Id.
     at
    306–07. Scheffer, who wanted to present polygraph evidence to exonerate himself, argued
    the ban interfered with his Sixth Amendment right to present a defense. See 
    id.
     at 306–07
    The Supreme Court held that even in a criminal trial, “[a] defendant’s right to present
    relevant evidence is not unlimited, but rather is subject to reasonable restrictions. A
    defendant’s interest in presenting such evidence may thus bow to accommodate other
    legitimate interests in the criminal trial process.” 
    Id. at 308
     (quoting Rock v. Arkansas, 
    483 U.S. 44
    , 55 (1987)) (internal citations and quotation marks omitted). As such, because the
    exclusion served legitimate interests, chief among them, reliability of evidence, the ban
    was not arbitrary, even where there was dispute as to the reliability of the evidence. Id. at
    308, 310. Moreover, it did not “infringe[] upon a weighty interest of the accused.” Id. at
    308. It is difficult to contemplate a more weighty interest than that of the criminally accused
    in presenting a defense. If Scheffer’s interest must yield, so should Kirk and Taylor’s.
    37
    The current process poses minimal risk of an erroneous deprivation because each
    step in Kirk and Taylor’s redetermination proceedings reduced risk. After an investigation,
    and consistent with the Act, the OIG notified the SSA that it had reason to believe that
    fraud was involved in the claims of Conn’s clients. After that, the SSA Appeals Council
    reviewed each of those 1,787 files to evaluate whether they contained sufficient evidence
    without the forms submitted by Conn’s coconspirators to support the original disability
    determination. Over 250 did and their benefits were not disturbed. Hicks II, 909 F.3d at
    818 (Rogers, J., dissenting). The benefits for applicants like Kirk and Taylor, who lacked
    sufficient documentation to support the original determination, were not automatically
    terminated. The SSA notified such applicants that further proceedings were required. The
    SSA notified them that they could submit new evidence for a second review by the Appeals
    Council and would, in accordance with statute, assist applicants in developing new
    evidence. Id. at 819 (Rogers J., dissenting). If the Appeals Council ruled against these
    applicants in its second review, the SSA afforded applicants a new hearing before a new
    ALJ. The SSA notified applicants that it would provide more time if needed. At the
    hearing—which was individualized and where applicants were represented by counsel—
    applicants could testify and offer additional or new evidence to show the ALJ they were
    entitled to disability benefits. By any measure, this is substantial process. Of Conn’s former
    clients, nearly 845 have received favorable benefits decisions on redetermination. In sum,
    of the 1,787 total victims, 1,095 have navigated the aftermath and retained their benefits,
    or 64%. To quote Judge Rogers, “[t]hat is textbook due process.” Id. at 816 (Rogers, J.,
    dissenting).
    38
    Kirk and Taylor disagree with the adequacy of this process, in part, by insisting the
    ability to present new evidence is difficult years after their initial disability determination.
    They argue, and the majority agrees, that the inadequacy is manifest in the different
    outcomes: with the RFC forms they were awarded benefits and without them they were
    denied. But greater difficulty does not equal constitutional infirmity. Even if their original
    files did not establish disability independent of the records from the crooked doctors, Kirk
    and Taylor had the opportunity to be evaluated by a new doctor before their
    redetermination hearing and submit a new RFC form, or any other evidence for that matter.
    There is no reason a new doctor could not confirm their ongoing disability and opine that
    the symptoms and restrictions are consistent with a disability that began years before.
    Nothing presented by Kirk and Taylor suggests that such evidence would not be sufficient
    to enable them to continue receiving their benefits. Here, Kirk and Taylor have let their
    quest for perfect evidence be the enemy of good evidence. And by agreeing, we set the
    procedural due process bar way too high.
    Further, it is hardly surprising, given the factual context, that some applications were
    denied during the redetermination process. Keep in mind that Conn conspired with doctors
    and an ALJ to game the Social Security system. The fact that some clients were unable to
    establish disability without the records of the bought and paid for doctors might actually
    mean they were never disabled in the first place rather than their benefits were wrongfully
    terminated. Either way, they were afforded process to make their case with a low risk of
    error.
    39
    On top of the low risk of erroneous deprivation of benefits, the additional procedure
    sought by Kirk and Taylor provides minimal additional protection. Kirk and Taylor’s
    position on the additional procedure sought has shifted during this appeal. In their briefs,
    the two vaguely contend that the additional procedure sought is “the right to be heard on
    the fraud assertion.” Pls’ Principal & Resp. Br at 39. And subsequent statements in their
    brief suggest being heard, in their view, requires the OIG investigators to testify. Id. at 45.
    But at oral argument, Kirk and Taylor walked that back, indicating unequivocally they seek
    something less burdensome than that—something like requiring an OIG affidavit or
    allowing them to file a motion in limine.
    But neither additional procedure materially reduces the risk of an erroneous
    deprivation of disability benefits because their argument hinges on being a “needle in the
    haystack,” a nonfraudulent RFC form among hundreds of fraudulent RFC forms Conn
    submitted. Hicks I, 214 F. Supp. 3d at 643. But again, this fails to keep an eye on the ball;
    our focus for Mathews is not on whether their RFC form was or was not fraudulent—the
    OIG needs only reason to believe their form was fraudulent. It is on the ultimate decision
    about continuing disability benefits. And that decision contains all the process described
    above.
    Still, Kirk and Taylor protest this additional procedure, like a motion in limine, is
    necessary. Thus, we are constrained to carry their argument to its logical end—Kirk and
    Taylor would move in limine to admit their RFC form. To prevail, Kirk and Taylor would
    have to show that there was no reason to believe their RFC form was fraudulent. For
    example, Taylor’s excluded RFC form contained the crooked doctor’s reference to and
    40
    subjective interpretation of bloodwork and a CT scan. 9 J.A. 281–87. But the problem with
    their argument could not be clearer—the doctor is on the take. Then, in opposition, the SSA
    would put forth prolific evidence of Conn’s fraud and the doctor’s involvement, making it
    hard to see how this additional procedure could ever rebut the low threshold required under
    the OIG’s “reason to believe” fraud finding, 
    42 U.S.C. § 405
    (u)(1)(B), let alone reduce the
    risk of error.
    What’s more, Social Security regulations make clear that only evidence from
    treating physicians is given controlling weight. See 
    20 C.F.R. § 404.1527
    (c)(2). The four
    doctors on Conn’s payroll were not treating physicians. Thus, their evidence is, by law,
    given less weight in the first place.
    Also, it cannot be forgotten that the RFC forms here are but one link in an entirely
    fraudulent chain, one in which the implicated doctors had Conn’s money in their pockets
    as they filled out his forms. Kirk and Taylor might just as easily argue that ALJ Daugherty,
    although corrupt most of the time, carried out his judicial responsibilities with integrity in
    their cases. Or that Conn himself might have been a crook but did not commit fraud in their
    individual matters. Unsurprisingly, Kirk and Taylor make no such arguments as to either
    9
    Although the majority questions whether the SSA wrongfully excluded additional
    evidence contained in and attached to the template RFC forms, such exclusions should
    have no material effect on our Mathews analysis. First, remember that the statutory
    standard for exclusion is low. The OIG must only determine that there is “reason to believe”
    fraud exists. Any evidence contained in the forms completed by the implicated doctors and
    submitted by Conn satisfies this standard. And second, at oral argument, the SSA indicated
    that if evidence was available via a neutral third-party—for example, from a laboratory—
    it would not be excluded from consideration.
    41
    ALJ Daugherty or Conn; and the same futility permeates their RFC form argument as well.
    Being afforded “the right to be heard on the fraud assertion,” via either full-blown hearings,
    affidavits or motions in limine cannot meaningfully cure their application infirmities.
    Kirk and Taylor are certainly correct that there is some risk of wrongful deprivation.
    But it is difficult, if not impossible, to think of a process that could ever have zero risk.
    And in fact, nothing in the Constitution requires that. Here, there is minimal risk of an
    erroneous deprivation. And the additional procedural safeguards Kirk and Taylor seek
    would do little to reduce that already minimal risk. Thus, I disagree with the majority; the
    second prong of Mathews weighs strongly against Kirk and Taylor.
    C.
    Lastly, the third factor of Mathews considers the government’s interest and the
    burdens the additional procedural requirement would impose. Kirk and Taylor seek to
    distract from the government’s interest by focusing merely on time and cost of the
    additional procedure. But that again misconstrues the inquiry—the inquiry is first, the
    government interest, and then any burdens imposed by the additional requirement. Here,
    the government interest includes the entire public perception of disability benefits and the
    SSA. “[T]here is an enormous public interest in avoiding the taint of fraud on
    determinations by one of the largest and most significant government benefits programs in
    the United States.” Hicks II, 909 F.3d at 817 (Rogers, J., dissenting). One can hardly
    question the significance of this interest. Indeed, the majority rightly puts this into the
    proper perspective by acknowledging “Conn orchestrated one of the largest fraud schemes
    in the history of the [SSA].” Maj. Op. at 3.
    42
    The government’s interest also includes prevention of similar schemes.
    Undoubtedly, if the government has an interest in anything—it is preventing fraud of this
    kind and this magnitude. And that includes systematic deterrence of applicants who are not
    legitimately disabled.
    After considering the government interest, we must then consider the burden of the
    additional requirement sought. Here, if Kirk and Taylor seek more thorough hearings with
    the OIG investigators subject to cross-examination, “[t]here are significant administrative
    costs.” Hicks II, 909 F.3d at 817 (Rogers, J., dissenting). “[G]rafting . . . evidentiary mini-
    trials onto the redetermination process would thwart Congress’s objective of redetermining
    benefits effectively and immediately.” Id. at 817–18 (Rogers, J., dissenting). Alternatively,
    if Kirk and Taylor do, in fact, seek merely an affidavit from the OIG investigators or a
    motion in limine, the burden appears lower by comparison. Yet this would still require the
    OIG to engage in individualized litigation in systemic fraudulent schemes. For example,
    the OIG would be required to prepare nearly 1,500 individualized responses defending its
    determination 10 that there was reason to believe evidence was fraudulent where
    perpetrators of a colossal fraud have indisputably been convicted of that fraud. Moreover,
    the burden presented by a motion in limine must still be compounded with the
    government’s weighty interest. As such, because the government’s interest is so
    10
    Again, we must keep our eye on the ball—this additional procedure is imprecisely
    aimed at a determination in which Kirk and Taylor have no private interest.
    43
    significant, the burden here still does not flip the scales against the current redetermination
    process. The third factor weighs against Kirk and Taylor.
    D.
    In conclusion, if we, in accordance with precedent, insist that the process required
    need only be minimal, or even adequate, as opposed to ideal, defer to the good-faith
    judgment of the SSA and keep our eyes fixed on the only constitutionally-protected
    property interest, there is no constitutional defect here. The SSA’s redetermination
    proceedings concern a substantial interest of Kirk and Taylor. But the risk of erroneous
    deprivation and value of additional procedures sought is low and the government’s interest
    is especially strong. Under Mathews, I would find the SSA’s current redetermination
    procedures do not violate Kirk and Taylor’s procedural due process rights.
    III.
    Turning to Kirk and Taylor’s APA claim, and for many of the same important
    reasons underlying the government interest under Mathews, I would find the
    redetermination procedures are neither arbitrary nor capricious. When evaluating an
    agency action, “the court shall review the whole record or those parts of it cited by a party,
    and due account shall be taken of the rule of prejudicial error. The foregoing statutory
    criteria render our oversight highly deferential, with a presumption in favor of finding the
    action valid . . . .” Ergon-West Virginia, Inc. v. United States Envtl. Prot. Agency, 
    980 F.3d 403
    , 410 (4th Cir. 2020) (internal citations and quotation marks omitted).
    44
    Under 
    5 U.S.C. § 706
    (2)(A), courts must “set aside agency action, findings, and
    conclusions found to be . . . arbitrary [or] capricious.” Kirk and Taylor argue that because
    suspect evidence in their applications, discovered by the OIG, is treated differently than
    suspect evidence found by the SSA, the redetermination procedures violate the APA. They
    contend the only difference between the fraud in Conn’s grand scheme and a garden-variety
    SSA fraud claim is whether it originated from the OIG or the SSA. Thus, according to Kirk
    and Taylor, and now the majority, the APA requires their process be the same as any
    applicant accused of fraud.
    The majority is correct that, as a general rule, it is “[a] fundamental norm of
    administrative procedure . . . to treat like cases alike.” Westar Energy, Inc. v. Fed. Energy
    Regul. Comm’n, 
    473 F.3d 1239
    , 1241 (D.C. Cir. 2007). But that general principle does not
    require the SSA to determine what cases are alike based on the broadest category of the
    claim. Rather than treating any inquiry into fraud the same, the SSA, by the Act and its
    implementing procedures, distinguishes between a one-off claim of fraud and a large-scale
    investigation by the OIG. This is neither arbitrary nor capricious; in fact, it makes good
    sense. This case illustrates why—when an OIG investigation revealed an operative scheme
    replicated over 1,700 times involving the same fraudster attorney, same judicial and
    medical conspirators and same template-RFC forms, the process should be the same for
    the OIG bundle of cases. The OIG has before it a mountain of evidence and facts common
    to 1,700 cases. A garden-variety fraudulent application would share none of those
    similarities.
    45
    Moreover, unlike a garden-variety fraud claim, all cases involving Conn’s clients
    were investigated by the OIG itself. Kirk and Taylor, as well as the majority, may find this
    distinction insignificant. But the OIG is the chief independent and trained watchdog for
    government oversight. See 5 U.S.C. App. 3 §§ 2, 6. The OIG has 1,296 full-time positions
    dedicated to Medicaid and Medicare fraud alone. DEP’T OF HEALTH AND HUMAN
    SERVICES, OFFICE OF INSPECTOR GENERAL, FISCAL YEAR 2021 JUSTIFICATION OF
    ESTIMATES FOR APPROPRIATIONS COMMITTEES 3 (2020).
    On the other hand, the SSA’s investigations, conducted by personnel within the very
    agency making decisions regarding benefits eligibility, concern only isolated fraudulent
    applications. Thus, the two investigations present differing degrees of risk of error or bias,
    with the SSA’s investigations being afforded more evidentiary process to address those
    risks. One might certainly argue there is a better way to address these different type of
    fraud claims. But that, of course, is not our question. Our question is whether the SSA’s
    procedures are arbitrary or capricious. They plainly are not.
    And Kirk and Taylor’s argument and the majority’s reasoning would mandate that
    the SSA draw likeness at the highest common denominator. Nothing in the APA, nor any
    other authority of which I am aware, however, requires that. And think of the consequences
    of putting such a straitjacket on the SSA. If we assume all Conn’s clients must be able to
    rebut the claim that there was reason to believe their RFC form involved fraud, could an
    ALJ decide certain cases on the briefs but allow other claimants an evidentiary hearing?
    46
    Does the time period for conducting the hearings have to be the same? Just how alike do
    the procedures have to be? 11
    And what about other agencies? Kirk and Taylor’s argument would seem to say that
    courts must always find different procedures arbitrary and capricious so long as both
    govern the same thing at the highest common denominator. But that is hardly our role.
    Arkansas v. Oklahoma, 
    503 U.S. 91
    , 14 (1992) (“It is not [the Supreme Court’s] role, or
    that of the Court of Appeals, to decide which policy choice is the better one, [when] it is
    clear that Congress has entrusted such decisions to the . . . Agency.”).
    The SSA is entitled to draw its own line of likeness so long as it is not arbitrary and
    capricious. Vermont Yankee Nuclear Power Corp. v. Nat. Res. Def. Council, Inc., 
    435 U.S. 519
    , 544 (1978) (stating it is a “very basic tenet of administrative law that agencies should
    be free to fashion their own rules of procedure”). See also Hall v. McLaughlin, 
    864 F.2d 868
    , 873 (D.C. Cir. 1989) (“[W]here a particular agency action does not appear to be
    inconsistent with prior decisions, the agency’s explanation need not be elaborate.”). Here,
    11
    Kirk and Taylor’s arguments would also create a paradox for the SSA. By asking
    the SSA to examine their evidence individually, when in fact, the evidence was all created
    and submitted in largely the same routine manner by Conn and his associates, none of
    Conn’s applicants would get the same treatment. There would be a host of different
    outcomes on the admissibility of the template RFC forms. In effect, treating Conn’s
    applicants as members of a larger pool of “general fraud” would have the effect of
    rendering this scheme merely 1,787 isolated incidents of fraud, when that is patently false.
    Moreover, such treatment undercuts the legitimacy of benefits awarded to the 1,095
    individuals who have already navigated these same procedures.
    47
    because there are significant differences between cases investigated by the OIG and the
    SSA, the different treatment of evidence easily survives arbitrary and capricious review. 12
    IV.
    In summary, Kirk and Taylor take the position that the only difference between their
    initial hearings and their redetermination hearings is the exclusion of an RFC form. But
    that disregards the other undisputed problems with their initial hearings—Conn was a
    fraud, the ALJ was a fraud and the doctors were frauds, perpetuating a scheme that awarded
    disability benefits to 1,787 individuals (some of whom likely were not initially disabled or
    are no longer disabled) and cost the SSA over $550 million. Given those facts, the process
    afforded Kirk and Taylor was more than adequate and neither arbitrary nor capricious.
    Therefore, I respectfully dissent and would reverse the district court’s judgment as to Kirk
    and affirm as to Taylor.
    12
    Kirk and Taylor argue that the SSA’s post-hoc rationalizations for different
    treatment of similarly situated cases are arbitrary and capricious. But this puts the cart
    before the horse. Unless cases are similar, different treatment is permissible. Westar
    Energy, Inc., 
    473 F.3d at 1241
     (“A fundamental norm of administrative procedure requires
    an agency to treat like cases alike. If the agency makes an exception in one case, then it
    must either make an exception in a similar case or point to a relevant distinction between
    the two cases.”).
    48