Tabor v. Hilti, Inc. , 703 F.3d 1206 ( 2013 )


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  •                                                                               FILED
    United States Court of Appeals
    PUBLISH                             Tenth Circuit
    UNITED STATES COURT OF APPEALS                     January 15, 2013
    Elisabeth A. Shumaker
    TENTH CIRCUIT                           Clerk of Court
    RONICA R. TABOR; DACIA S. GRAY,
    Plaintiffs - Appellants,
    v.
    HILTI, INC., a Domestic For Profit                        No. 11-5131
    Business Corporation; HILTI OF
    AMERICA, INC., a Foreign For Profit
    Business Corporation,
    Defendants - Appellees.
    APPEAL FROM THE UNITED STATES DISTRICT COURT
    FOR THE NORTHERN DISTRICT OF OKLAHOMA
    (D.C. NO. 4:09-CV-00189-GKF-PJC)
    Daniel E. Smolen (Donald E. Smolen, II, with him on the briefs), Smolen, Smolen &
    Roytman, PLLC, Tulsa, Oklahoma, appearing for Appellants.
    J. Daniel Morgan, Newton, O’Connor, Turner & Ketchum, P.C., Tulsa, Oklahoma,
    appearing for Appellees.
    Before LUCERO, O’BRIEN, and MATHESON, Circuit Judges.
    MATHESON, Circuit Judge.
    Plaintiffs Ronica Tabor and Dacia Gray (collectively “Plaintiffs”) worked as
    inside sales representatives at Hilti, Inc., and Hilti of North America, Inc. (collectively
    “Hilti”). After being denied promotions to Account Manager (outside sales) positions,
    they each filed individual claims for gender discrimination under Title VII and moved to
    certify a class of all female inside sales representatives at Hilti who were denied similar
    promotions.
    The district court refused to certify the class and granted summary judgment for
    Hilti on all claims. Exercising jurisdiction under 28 U.S.C. § 1291, we affirm in part and
    reverse in part. We affirm the district court’s grant of summary judgment on Ms. Tabor’s
    individual claim for retaliation and Ms. Gray’s individual claim for failure to promote.
    We also affirm the district court’s refusal to certify the class. We reverse with respect to
    Ms. Tabor’s individual claims for failure to promote and disparate impact, and we
    remand Ms. Gray’s individual disparate impact claim because the district court did not
    address the claim in its analysis.
    I.   BACKGROUND
    A. Factual History1
    Hilti is a tool manufacturer. The company employs inside sales representatives,
    who are responsible for providing customer assistance and sales support by phone. A
    common career track for inside sales employees in the Customer Service Department is
    1
    We recite the facts in this case as we must view them: in the light most favorable
    to the party opposing summary judgment. See Mathews v. Denver Newspaper Agency
    LLP, 
    649 F.3d 1199
    , 1204 (10th Cir. 2011).
    -2-
    promotion to Account Manager. Account Managers are responsible for outside sales or
    field sales, including site visits to customers within an assigned territory. This promotion
    sometimes involves transfer to a different city and requires some skills not required for
    inside sales, such as the ability to lift 60 pounds, engage with customers face-to-face, and
    offer hands-on demonstrations of the tools.
    Hilti established a performance management and reporting process it called the
    “Global Develop and Coach Process” (“GDCP”).2 GDCP included multiple components
    that tracked different aspects of an employee’s readiness to promote. An important
    component was a priority rating, or “P” rating, indicating a direct supervisor’s or
    manager’s subjective assessment of an employee’s promotion-readiness based upon his
    or her skills in areas such as “Functional Expertise,” “Understanding the Business,”
    “Getting Things Done,” “Working with Others,” and “Living Our Values.” Aplt. Appx.
    at 877-78. A P1 rating indicated the employee was ready for promotion within zero to 12
    months, while a P5 rating indicated the employee was currently ineligible for promotion.
    Another important component was an “M” rating, which indicated the employee’s
    reported mobility, i.e., willingness to relocate. Still another important GDCP component
    was employee’s career goal, e.g., to become an Account Manager or a Team Leader in
    the Customer Service Department.
    2
    Hilti uses several terms to refer to this system and its various components,
    including Sales Management Development (“SMD”), Performance Management Process
    (“PMP”), and “Red Thread Dimensions.”
    -3-
    Hilti considered GDCP its official method for identifying employees who would
    be promoted internally. However, Hilti did not maintain careful records. Hilti’s
    Applicant Flow Log data (“AFL data”) indicated that 282 individuals were promoted
    between 2005 and 2008, but fewer than 24% had been assigned a P rating at the time of
    promotion; fewer than 37% of promoted employees were assigned M ratings; fewer than
    8% of individuals who were promoted to outside sales positions had actually identified
    outside sales as a future career goal; and more than 64% of employees were missing both
    P rating and M rating at the time of promotion.
    Hilti managers also did not always follow the GDCP ratings in making promotion
    decisions. For example, of the promoted employees who had been assigned a P rating at
    the time of promotion, only 28% had a P1. Furthermore, 33 promoted employees were
    assigned a P rating of P5 at the time of promotion. A P5 rating indicated the employee
    was currently ineligible to promote because he or she did not meet the minimal
    qualifications, e.g., tenure in current position. Plaintiffs allege that a number of male
    inside sales representatives were placed in Account Manager positions through “tap on
    the shoulder” promotions, that is, extending promotion offers to male employees without
    posting an open position or allowing other interested employees to apply. Aplt. Br. at 8.
    Plaintiffs also allege that males who were ineligible for promotion under the GDCP
    system were allowed or even invited to apply for Account Manager positions, even as
    Plaintiffs and other female employees were told they could not apply for promotion until
    they earned a P1 rating.
    -4-
    One prerequisite for earning a P1 rating for the Account Manager position was
    completion of field training. This training involved filling in for an Account Manager
    who was on vacation by assuming his or her responsibilities for one to two weeks. Ms.
    Gray participated in field training in Dallas, Texas, and she requested additional field
    training on more than one occasion. Ms. Tabor also requested field training. Hilti did
    not allow either plaintiff to participate in field training during the first half of 2008. The
    company explains that it was short-handed during this time and that no customer service
    representative was permitted to leave for field training. Plaintiffs claim that at least two
    males were allowed to attend field training during this time—Berkeley Smith and an
    unnamed male. Hilti says Mr. Smith was only allowed a short trip to Arkansas to decide
    whether to accept a promotion offer to relocate there.
    1. Ronica Tabor’s Experiences at Hilti
    Ronica Tabor began work at Hilti in January 2006, selling and demonstrating tools
    to customers face-to-face at a Hilti center in Dallas, Texas. She transferred to the
    Customer Service Department in Tulsa, Oklahoma, in October 2006. She expressed
    interest in becoming an Account Manager, and her immediate supervisor assigned her a
    P1 rating.
    Ms. Tabor applied for an Account Manager position located in Oklahoma City.
    This position focused primarily on the company’s Interior Finish product line. Ms. Tabor
    first interviewed with Regional Manager David Perkins and was selected for a second
    interview. This second interview was on November 14, 2007, with Division Manager
    -5-
    Glenn Teel and Mr. Perkins. During the interview, Mr. Teel and Mr. Perkins mentioned
    a second position available in Arkansas, and Ms. Tabor expressed interest in that position
    as well.
    During the interview, Mr. Teel made a number of statements related to Ms.
    Tabor’s gender. He told her that tools “are like guns for men” and using them is “almost
    like second nature,” Aplt. Appx. at 2816, and that it would take more work for her, as a
    woman, to learn the tools well enough to demonstrate them for customers or she would
    be “chewed up and spit out,” Aplt. Br. at 10. Mr. Teel also suggested that as a woman,
    Ms. Tabor might have some “advantages” in getting men to talk to her even if they were
    reluctant to talk to a salesman. Aplt. Appx. at 2816. Mr. Teel expressed concern about
    whether Ms. Tabor should travel as much as the job required because she was a wife and
    mother. He stated that he would personally not want his wife to hold a job that required
    travel, and he advised Ms. Tabor to ask her husband about whether she should pursue this
    type of work.
    Ms. Tabor was not offered either of the two Account Manager positions. Berkeley
    Smith, a male, was offered the Arkansas position. A male employee, Clifford Kidwell,
    was eventually hired as an Account Manager in Oklahoma City. Around this same time
    frame, an external female applicant named Paulette Musso was hired as an Account
    Manager in Tulsa, Oklahoma.
    The district court found a dispute of material fact as to whether the Oklahoma City
    position for which Ms. Tabor interviewed was offered to Mr. Kidwell or to Ms. Musso.
    -6-
    Mr. Kidwell was offered an Account Manager position in Oklahoma City, and Ms.
    Musso was hired as an Account Manager in Tulsa. In its brief, Hilti simply asserted that
    Ms. Musso was hired for the Oklahoma City position and offered no explanation for the
    conflicting facts in the record or the district court’s finding that this fact was disputed. At
    oral argument, Hilti explained that after they interviewed Ms. Tabor, Mr. Teel and Mr.
    Perkins decided to move the Oklahoma City position to Tulsa and offered that position to
    Ms. Musso. Around the same time, in what it describes as an unrelated decision, Hilti
    created a brand new Oklahoma City Interior Finish position, which it offered to Mr.
    Kidwell.
    The posting for the Oklahoma City position stated that the job would focus on the
    Interior Finish product line, that a bachelor’s degree was strongly preferred, and that the
    position required ability to work with Spanish-speaking customers. Ms. Tabor had a
    bachelor’s degree and was fluent in Spanish. The parties agree she exhibited the
    strongest knowledge of the Interior Finish products. She had experience selling Interior
    Finish products over the phone and face-to-face from her experience at the Hilti center in
    Dallas, Texas. Mr. Smith had a bachelor’s degree, but Mr. Kidwell did not. Ms. Musso’s
    educational qualifications are unknown.3
    3
    Hilti offers no information about Ms. Musso’s professional qualifications, and
    repeatedly describes her only as a single mother with two small children. According to
    Ms. Tabor, Ms. Musso had no experience at Hilti and no prior knowledge of tools; she
    had previously worked as a pharmaceutical salesperson. Ms. Tabor presented evidence
    Continued . . .
    -7-
    After the interview, Mr. Teel and Mr. Perkins documented their evaluation of Ms.
    Tabor. They gave her high ratings in several areas, including personal skills and
    qualities, working with others, and developing herself and others. They assigned her low
    ratings in other areas, including time and territory management, knowledge of the
    business, and construction site etiquette. Mr. Teel and Mr. Perkins assigned Ms. Tabor a
    rating of P2, indicating she would not be ready for promotion for 12-24 months.
    After the interview, Ms. Tabor complained to her supervisor about Mr. Teel’s
    comments and made a complaint to Human Resources (“HR”). After several days, an
    HR representative followed up and advised her “to just brush it under the rug . . . start
    fresh . . . and to just not speak of it again.” Aplt. Appx. at 2817. The HR representative
    assured her that her complaint would not affect her future at the company. Ms. Tabor
    alleges, however, that she was subsequently told her P2 rating would remain in place with
    respect to any future Account Manager applications. She asked to do additional field
    training to improve the P rating but was not allowed to do so. Ms. Tabor concedes that as
    a formal matter her rating in the GDCP tracking system remained P1, but she contends
    the P2 interview rating affected her eligibility to interview for other Account Manager
    positions.
    ______________________________________
    Cont.
    that Ms. Musso was a personal friend of Mr. Teel’s wife. Hilti records indicate Ms.
    Musso was the only person to apply for the Tulsa position.
    -8-
    Ms. Tabor claims these events caused depression, anxiety, loss of sleep, loss of
    appetite, and upset stomach; she sought medical attention and was prescribed anti-
    depression medication. She resigned from Hilti on April 5, 2008.
    2. Dacia Gray’s Experiences at Hilti
    Dacia Gray became a Hilti Customer Service Representative in January 2005.
    Like Ms. Tabor, Ms. Gray hoped to become an Account Manager. When Ms. Gray
    shared this goal with her supervisor, Larry Brown, he told her: “Women do not make it
    out in the field. . . . They don’t succeed. They don’t do well. Men don’t respond to
    women.” Aplt. Appx. at 2525.
    Unlike Ms. Tabor, Ms. Gray never applied for an Account Manager position and
    was never assigned a P1 rating. She attempted to complete additional field training to
    achieve a P1 rating but was not permitted to do so.
    In a December 2007 performance review, Ms. Gray’s performance was rated as
    meeting expectations for her current job. Notwithstanding this satisfactory evaluation,
    several supervisors and managers at Hilti testified to performance deficiencies on Ms.
    Gray’s part. They described disciplinary problems, such as frequent tardiness,
    inattentiveness, sleeping on the job, lack of commitment, and poor attitude. One
    supervisor sent Ms. Gray a letter warning that she had exhausted her sick leave in
    violation of Hilti policy and was in danger of termination. In addition, Mr. Brown claims
    to have warned Ms. Gray twice in 2008 that she was in danger of termination due to
    tardiness and inattentiveness.
    -9-
    On June 30, 2008, Ms. Gray resigned in a letter to Mr. Brown, accusing him of
    discriminating against her and other female employees on the basis of sex and disability.
    B. Procedural History
    Ms. Tabor and Ms. Gray brought individual claims against Hilti alleging
    intentional and disparate impact sex discrimination in violation of Title VII, as well as
    class claims for disparate impact and pattern and practice discrimination. They filed a
    motion to certify a class composed of “all women employed by Hilti in the United States
    denied promotion to Account Manager . . .” Aplt. Appx. at 1672.
    The district court denied class certification and granted summary judgment for
    Hilti on all claims. Ms. Tabor appeals individual claims for failure to promote,
    retaliation, and disparate impact. Ms. Gray appeals her individual claims for failure to
    promote and disparate impact. Both Plaintiffs appeal denial of class certification.
    II. DISCUSSION
    “We review de novo the district court’s decision to grant summary judgment.”
    Turner v. Public Serv. Co., 
    563 F.3d 1136
    , 1142 (10th Cir. 2009). We view facts in the
    light most favorable to Ms. Tabor and Ms. Gray and “draw all reasonable inferences” in
    their favor. Id. Summary judgment is appropriate only if Hilti shows “‘there is no
    genuine dispute as to any material fact and [it] is entitled to judgment as a matter of
    law.’” Hernandez v. Valley View Hosp. Ass’n, 
    684 F.3d 950
    , 957 (10th Cir. 2012)
    (quoting Fed. R. Civ. P. 56(a)). “A fact is ‘material’ if, under the governing law, it could
    have an effect on the outcome of the lawsuit. A dispute over a material fact is ‘genuine’
    -10-
    if a rational jury could find in favor of the nonmoving party on the evidence presented.”
    E.E.O.C. v. Horizon/CMS Healthcare Corp., 
    220 F.3d 1184
    , 1190 (10th Cir. 2000)
    (citation omitted).
    We first address each of Ms. Tabor’s individual claims. Next, we consider Ms.
    Gray’s individual claims. Finally, we consider the Plaintiffs’ class action claims.
    A. Ms. Tabor’s Individual Claims
    Ms. Tabor appeals three individual claims for gender discrimination under Title
    VII. The first two claims, failure to promote and retaliation, charge Hilti with intentional
    discrimination. The third claim charges Hilti with disparate impact discrimination.
    1. Failure to Promote
    The district court agreed that Mr. Teel’s interview comments were “inappropriate”
    but nevertheless determined that Hilti’s low ratings of Ms. Tabor’s qualifications were
    unrelated to her gender. Aplt. Appx. at 2826. The court then concluded that Hilti’s
    reasons for not promoting Ms. Tabor were non-discriminatory and non-pretextual and
    therefore dismissed her claim. We reverse.
    a. Legal Background
    “Title VII of the Civil Rights Act of 1964 prohibits, among other things, unlawful
    employment discrimination on the basis of an individual’s sex.” Horizon/CMS, 220 F.3d
    at 1190; see 42 U.S.C. § 2000e-2. The parties disagree about what legal standard applies
    to this claim.
    -11-
    When a plaintiff offers direct evidence of discrimination in a Title VII claim, her
    claim may move forward without being subjected to the burden-shifting framework set
    forth in McDonnell Douglas Corp. v. Green, 
    411 U.S. 792
     (1973). See Ramsey v. City &
    Cnty. of Denver, 
    907 F.2d 1004
    , 1007-08 (10th Cir. 1990) (“‘[T]he McDonnell Douglas
    test is inapplicable where the plaintiff presents direct evidence of discrimination.’”
    (quoting Trans World Airlines, Inc. v. Thurston, 
    469 U.S. 111
    , 121 (1985)). The classic
    example of direct evidence of discrimination comes from Trans World Airlines, where
    the Supreme Court held that an explicit, mandatory age requirement was direct evidence
    of age discrimination. 469 U.S. at 121.
    Comments in the workplace that reflect personal bias do not qualify as direct
    evidence of discrimination unless the plaintiff shows the speaker had decisionmaking
    authority and acted on his or her discriminatory beliefs. Ramsey, 907 F.2d at 1008. We
    also have explained that discriminatory statements do not qualify as direct evidence if the
    context or timing of the statements is not closely linked to the adverse decision. Riggs v.
    AirTran Airways, Inc., 
    497 F.3d 1108
    , 1118 (10th Cir. 2007). Furthermore, if the content
    and context of a statement allow it to be plausibly interpreted in two different ways—one
    discriminatory and the other benign—the statement does not qualify as direct evidence.
    Id.
    When evidence of discrimination is circumstantial, rather than direct, a plaintiff’s
    claim is subject to the McDonnell Douglas burden-shifting framework. See Ramsey, 907
    F.2d at 1008. Under McDonnell Douglas, a plaintiff carries the initial burden of
    -12-
    establishing a prima facie case of discrimination. Id. at 1007. The burden at this stage is
    “‘not onerous.’” Orr v. City of Albuquerque, 
    417 F.3d 1144
    , 1149 (10th Cir. 2005)
    (quoting Texas Dep’t of Cmty. Affairs v. Burdine, 
    450 U.S. 248
    , 253 (1981)).
    To state a prima facie case of discrimination under McDonnell Douglas, a plaintiff
    must demonstrate by a preponderance of the evidence that (1) she belongs to a protected
    class; (2) she applied for an available position for which she was qualified; (3) she “was
    rejected under circumstances which give rise to an inference of unlawful discrimination.”
    Burdine, 450 U.S. at 253; see Orr, 417 F.3d at 1149.4
    If a plaintiff states a prima facie case, the burden shifts to the employer to proffer
    “a legitimate non-discriminatory purpose for the adverse employment action.” Orr, 417
    F.3d at 1149. If the employer makes this offering, the plaintiff will avoid summary
    judgment only if she shows her sex “was a determinative factor in the . . . employment
    decision, or show[s] the [employer’s] explanation for its action was merely pretext.”
    Horizon/CMS Healthcare, 220 F.3d at 1191 (quotations omitted).
    4
    We note that the district court evaluated Ms. Tabor’s prima facie case under an
    older, four-part test from the original McDonnell Douglas. We use a more recent
    variation of this test, a three-part test articulated by the Supreme Court in Burdine, which
    the Tenth Circuit expressly prefers. See Sorbo v. United Parcel Serv., 
    432 F.3d 1169
    ,
    1173 (10th Cir. 2005). Similar variations of this test have also been applied in this
    circuit. E.g., Turner, 
    563 F.3d 1142
     (articulating a slightly different four-part test).
    Under all of these tests, the prima facie burden is “slight,” and Hilti has not disputed that
    Ms. Tabor meets it. Orr, 417 F.3d at 1149 (“The female Plaintiffs’ burden in articulating
    a prima facie case is slight . . . not onerous . . . which is evidenced by the small amount of
    proof necessary to create an inference of discrimination.” (quotations omitted)).
    -13-
    Ms. Tabor argues that Mr. Teel’s comments are direct evidence of discrimination
    and that McDonnell Douglas therefore does not apply. Hilti disputes that Mr. Teel’s
    comments are discriminatory at all and insists that McDonnell Douglas does apply. We
    conclude that Ms. Tabor’s claim survives summary judgment under either standard.
    b. Application of the Direct Evidence Standard
    Hilti does not dispute that Mr. Teel made the alleged comments during the
    interview, but it insists they are “innocuous and non-discriminatory.” Aplee. Br. at 12.
    Hilti points to our decisions in Ramsey and Heim v. State of Utah, 
    8 F.3d 1541
     (10th Cir.
    1993). In these cases, we emphasized that “stray remarks in the workplace” based on sex
    stereotypes do not constitute direct evidence of discrimination. Heim, 8 F.3d at 1547
    (quotations omitted). “The plaintiff must show that the employer actually relied on . . .
    gender in making its decision.” Id. (quotations omitted).
    But none of Hilti’s cited cases involve statements by a decisionmaker during an
    interview expressing discriminatory beliefs about whether members of the plaintiff’s
    protected class are capable of doing the job at issue. We have previously emphasized the
    importance of context and temporal proximity in determining whether comments
    reflecting personal bias qualify as direct evidence of discrimination. Riggs, 497 F.3d at
    1118. Here, Mr. Teel explicitly stated a view that women have inferior knowledge of
    tools and inferior ability to sell tools. These statements spoke directly to central
    requirements of the job for which Ms. Tabor was interviewing, and he made them during
    a discussion about her fitness for the position. The content of his statements, the
    -14-
    interview context, and the temporal proximity to the adverse employment decision
    directly link the discriminatory statements to his decision not to promote Ms. Tabor.5
    Given these circumstances, Mr. Teel’s remarks may be considered direct evidence
    of discrimination.
    c. Application of the McDonnell Douglas Standard
    Ms. Tabor’s claim also survives summary judgment under McDonnell Douglas.
    The parties agree that the first two McDonnell Douglas steps are satisfied: 1) Ms. Tabor
    established a prima facie case, and 2) Hilti responded by asserting a legitimate
    nondiscriminatory reason for not promoting her—namely, Mr. Teel and Mr. Perkin’s
    assessment that her knowledge of tools and time management skills were insufficient.
    We therefore arrive at the third McDonnell Douglas step. To satisfy this step and
    overcome summary judgment, Ms. Tabor must show that Hilti’s asserted reason “was not
    the true reason for the employment decision.” Burdine, 450 U.S. at 256. A plaintiff can
    meet this burden to show pretext in either of two ways: (1) by showing that the proffered
    reason is factually false or (2) by showing that discrimination was a primary factor in the
    employer’s decision, which is often accomplished by revealing “weaknesses,
    5
    Ms. Tabor argues that another of Mr. Teel’s statements also qualifies as direct
    evidence of discrimination, specifically his suggestion that married women with children
    either should not hold, or were less likely to succeed in, positions that require travel. At
    oral argument, Hilti argued that this statement was not discriminatory because Mr. Teel
    routinely cautions all employees to consider family obligations before committing to a
    demanding travel schedule. We do not address whether this particular comment qualifies
    as direct (rather than circumstantial) evidence of discrimination. The other interview
    comments satisfy the standard.
    -15-
    implausibilities, inconsistencies, incoherencies, or contradictions in the employer’s
    proffered reason[],” such that a reasonable fact finder could deem the employer’s reason
    “unworthy of credence.” Garrett v. Hewlett-Packard Co., 
    305 F.3d 1210
    , 1217 (10th Cir.
    2002) (quotations omitted).
    The district court found that Mr. Teel’s comments manifested a discriminatory
    belief that “women . . . have inferior natural skill with tools.” Aplt. Appx. at 2824-25.
    Nevertheless, the court found that the interviewers’ negative ratings of Ms. Tabor’s
    qualifications raised “specific and practical” concerns that were “unrelated to generalized
    concerns over gender.” Id. at 2825. We agree with the district court that Mr. Teel’s
    comments revealed discriminatory views, but we disagree with its conclusion that Ms.
    Tabor failed to establish an inference that the negative ratings were related to the
    discriminatory views.
    Ms. Tabor has raised a genuine dispute of material fact as to whether Hilti’s
    proffered reasons for rejecting her are “unworthy of credence.” Garrett, 305 F.3d at
    1217 (quotations omitted). A reasonable jury could infer that the negative ratings the
    interviewers assigned Ms. Tabor did not represent objective individualized assessments
    of her qualifications but rather a reflection of the discriminatory views Mr. Teel
    expressed during the interview. See id. (“A plaintiff can withstand summary judgment by
    presenting evidence sufficient to raise a genuine dispute of material fact regarding
    whether the defendant’s articulated reason for the adverse employment action is
    pretextual.”); see also Simms v. Dep’t of Mental Health and Substance Abuse Servs., 165
    -16-
    F.3d 1321, 1328 (10th Cir. 1999) (evidence of pretext may include use of subjective
    criteria). For example, the low rating given to Ms. Tabor on knowledge of the
    construction business relates closely to Mr. Teel’s expressed belief that women generally
    have inferior knowledge of tools. Similarly, the low rating in time management relates to
    Mr. Teel’s expressed concern that she would not be able to handle the workload because
    she was a wife and mother. As Ms. Tabor argues, a reasonable jury could infer that Mr.
    Teel’s discriminatory views are “mirrored in his ratings” of Ms. Tabor. Aplt. Br. at 53.
    Hilti claims that its alleged choice to hire a single mother (Ms. Musso) for the
    Oklahoma City position proves that it did not discriminate against Ms. Tabor. One
    problem with this argument is that Ms. Tabor has raised a genuine dispute regarding
    whether Ms. Musso was actually the person hired for the Oklahoma City Interior Finish
    position: It is undisputed that Ms. Tabor applied for an Interior Finish Account Manager
    position in Oklahoma City, and that she did not apply for a position in Tulsa. It is also
    undisputed that a male candidate, Mr. Kidwell, was hired for an Interior Finish Account
    Manager position in Oklahoma City and that Ms. Musso was hired for an Account
    Manager position in Tulsa.
    Hilti explains that it relocated the Oklahoma City position for which Ms. Tabor
    applied to Tulsa and offered it to Ms. Musso. Then, in an unrelated decision, it created a
    -17-
    new, separate Oklahoma City position that it offered to Mr. Kidwell.6 Under this logic,
    Hilti insists, Ms. Musso (and not Mr. Kidwell) was selected over Ms. Tabor and thus any
    inference of gender discrimination is impossible. Perhaps this explanation is true, but
    that is for a factfinder to determine. A reasonable jury could reject this explanation and
    infer that Hilti’s proffered reasons for rejecting Ms. Tabor are unworthy of credence and
    therefore pretextual.
    *       *      *
    In short, we find Ms. Tabor has raised a genuine and material dispute as to
    whether Hilti failed to promote her for discriminatory reasons in violation of Title VII.
    We therefore reverse the district court’s dismissal of this claim.
    2. Retaliation
    The district court rejected Ms. Tabor’s retaliation claim. It found she had met the
    first part of her prima facie burden to show that she engaged in protected opposition to
    discrimination but failed to show that Hilti took adverse action against her because of this
    opposition. We agree.
    6
    Hilti also argues that we should ignore any facts about Mr. Kidwell’s placement
    in the Oklahoma City position because it did not offer Mr. Kidwell the position until after
    Ms. Tabor left the company. Ms. Tabor has responded with copies of Hilti records that
    raise a genuine dispute regarding this fact. The date of Mr. Kidwell’s promotion is not
    determinative, however. The legally relevant question is whether Hilti rejected Ms.
    Tabor for discriminatory reasons—regardless of whether it immediately filled the
    position with a male candidate or left the job vacant. See Kendrick v. Penske Trans.
    Servs., Inc., 
    220 F.3d 1220
    , 1227 (10th Cir. 2000) (“Significantly, the Supreme Court did
    not indicate in McDonnell Douglas that a plaintiff is required to show that the defendant
    hired someone outside the protected class in order to make out a prima facie case.”).
    -18-
    “Title VII forbids retaliation against an employee because she has ‘opposed’ any
    practice made unlawful by Title VII, or because she has ‘participated . . . in an
    investigation, proceeding, or hearing’” regarding a claim of discrimination. Stover v.
    Martinez, 
    382 F.3d 1064
    , 1070 (10th Cir. 2004) (quoting 42 U.S.C. §2000e-3(a)).
    Because Ms. Tabor does not allege direct evidence of retaliation, the McDonnell Douglas
    framework applies. See id.
    To state a prima facie case of retaliation, Ms. Tabor must show: “(1) that [s]he
    engaged in protected opposition to discrimination, (2) that a reasonable employee would
    have found the challenged action materially adverse, and (3) that a causal connection
    existed between the protected activity and the materially adverse action.” Argo v. Blue
    Cross and Blue Shield of Kan., Inc., 
    452 F.3d 1193
    , 1202 (10th Cir. 2006) (footnote
    omitted) (citing Burlington N. & Santa Fe Ry. Co. v. White, 
    548 U.S. 53
    , 66-68 (2006)).
    The district court and the parties agree that Ms. Tabor engaged in protected
    opposition to discrimination when she complained to her supervisor and to HR about Mr.
    Teel’s discriminatory comments during the interview. The parties disagree whether Hilti
    took adverse employment action against Ms. Tabor. The district court found that any
    adverse action could not have been causally connected to Ms. Tabor’s complaint because
    the company did not take any action after her complaint to HR.
    Ms. Tabor argues that Hilti took two adverse actions against her: first, it kept her
    in a P2 status, and second, it refused to allow her to complete additional field training, a
    necessary step to changing her status to a P1. These actions, she argues, blocked her
    -19-
    from applying for promotions for at least 12-24 months. She correctly notes that the
    Tenth Circuit construes the term “adverse action” liberally. See Gunnell v. Utah Valley
    State Coll., 
    152 F.3d 1253
    , 1264 (10th Cir. 1998) (“[I]n our retaliation cases, we have
    liberally interpreted the phrase ‘adverse employment action’. . . Rather than defining a set
    rule . . . this court takes a case-by-case approach to determining whether a given
    employment action is adverse.”).
    But as the district court noted, Ms. Tabor’s argument faces a timing problem. The
    lowered P rating happened immediately after the interview, before her complaint to HR.
    She has alleged only that HR “kept” her at this lowered P rating after her complaint,
    which shows at most that Mr. Teel and Mr. Perkins discriminated against her before the
    HR complaint and that HR failed to correct their actions—not that the company engaged
    in an act of retaliation. Leaving the P rating where it was before the HR complaint is not
    such an act.
    Both parties agree that Ms. Tabor requested field training to improve her P rating
    and that Hilti refused. She contends this refusal was retaliatory. But Hilti asserts a
    legitimate, non-retaliatory business reason: that no Customer Service employees were
    allowed to attend field training because the department was short-handed. Ms. Tabor
    fails to show that this reason was pretextual. The only admissible evidence she provides
    is that one individual, Mr. Smith, completed a one-day field ride on November 21, 2007.
    She offers no evidence to dispute Hilti’s assertion that Mr. Smith’s field ride was not
    -20-
    field training but a one-day ride-along as part of his application for the Arkansas Account
    Manager position.
    Because Ms. Tabor fails to establish any adverse employment action causally
    related to her HR complaint, her claim for retaliation fails. We therefore affirm the
    district court’s dismissal of this claim.
    3. Disparate Impact
    The district court rejected Ms. Tabor’s individual claim for disparate impact
    discrimination, finding that she failed to state a prima facie case because her statistical
    evidence did not compare promotion rates between qualified male employees with
    qualified female employees. The district court relied heavily on our decision in
    Carpenter v. Boeing Co., 
    456 F.3d 1183
     (10th Cir. 2006). We disagree with the district
    court’s application of Carpenter to Ms. Tabor’s case and reverse the summary judgment
    order on this claim.
    Title VII forbids not only intentional discrimination based on disparate treatment
    but also “practices that are fair in form, but discriminatory in operation,” most often
    referred to as “disparate impact” discrimination. Lewis v. City of Chicago, 
    130 S. Ct. 2191
    , 2197 (2010); see 42 U.S.C. § 2000e-2(k). The disparate impact “doctrine seeks the
    removal of employment obstacles, not required by business necessity, which create built-
    in headwinds and freeze out protected groups from job opportunities and advancement.”
    E.E.O.C. v. Joe’s Stone Crab, Inc., 
    220 F.3d 1263
    , 1274 (11th Cir. 2000) (quotations
    omitted).
    -21-
    To survive summary judgment on an individual claim for disparate impact
    requires three steps. First, Ms. Tabor must establish a prima facie case that (a) an
    employment practice (b) causes a disparate impact on a protected group. See Carpenter,
    456 F.3d at 1193. Second, if Ms. Tabor presents a prima facie case, the burden will shift
    to Hilti “to demonstrate that the challenged practice is job related for the position in
    question and consistent with business necessity.” 42 U.S.C. § 2000e-2(k)(1)(A)(i);
    Maldonado v. City of Altus, 
    433 F.3d 1294
    , 1304 (10th Cir. 2006), overruled on other
    grounds by Burlington N. & Santa Fe Ry. Co. v. White, 
    548 U.S. 53
     (2006). Third,
    assuming Hilti shows business necessity, Ms. Tabor may still prevail by “showing that
    the employer refuses to adopt an available alternative employment practice that has less
    disparate impact and serves the employer’s legitimate needs.” Ricci v. DeStefano, 
    557 U.S. 557
    , 578 (2009); see 42 U.S.C. § 2000e-2(k)(1)(A)(ii).7
    7
    In addition to these steps, we note another burden plaintiffs must meet to succeed
    in a disparate impact claim. Even if a factfinder determines an employer violated Title
    VII’s disparate impact provision, a plaintiff may not receive individual relief unless she
    shows that she “personally has been the victim of discrimination by the [challenged
    employment] practice.” Coe v. Yellow Freight Sys., Inc., 
    646 F.2d 444
    , 451 (10th Cir.
    1981). “[E]ach person seeking individual relief . . . [must] show that . . . she suffered an
    adverse employment decision and therefore was a potential victim of the proved
    discrimination.” Chin v. Port Auth. of N.Y. & N.J., 
    685 F.3d 135
    , 151 (2d Cir. 2012)
    (quotations omitted).
    Thus, in an individual disparate impact claim (not involving a class action) that
    challenges an internal promotion process, a court could grant summary judgment to the
    employer if there is no genuine dispute that the individual plaintiff failed to meet some
    minimum qualification for promotion unconnected to the challenged policy. In Ms.
    Tabor’s case, there is no dispute that she met the minimal qualifications for the Account
    Manager position: she was assigned a rating of P1 by her supervisor, given an initial
    Continued . . .
    -22-
    We turn to whether Ms. Tabor has established a prima facie case of disparate
    impact.
    a. Challenged Employment Practice
    “The first step in raising a disparate-impact claim is to identify the specific
    employment practice allegedly causing the discriminatory impact.” Carpenter, 456 F.3d
    at 1193. Ms. Tabor identifies Hilti’s GDCP system for this purpose. All parties agree
    that the GDCP system is facially neutral, but Ms. Tabor alleges that managers and
    supervisors at Hilti exercise discretion under the GDCP system in a discriminatory
    fashion. She alleges that Hilti supervisors choose to assign (or sometimes not assign) the
    subjective GDCP ratings, in particular P ratings, differently for male and female
    employees. She also alleges that Hilti managers used their discretion to waive GDCP
    minimum requirements to promote male employees with low or no P ratings, while
    requiring female employees to obtain a P1 rating before applying for promotion.
    Hilti argues that the GDCP system cannot be the basis of a disparate impact claim
    because the Supreme Court’s recent decision in Wal-Mart Stores, Inc. v. Dukes, 131 S.
    Ct. 2541 (2011), rejects use of a discretionary practice as the basis of such a claim. But
    Hilti misunderstands the Supreme Court’s opinion in Wal-Mart and the Court’s precedent
    ______________________________________
    Cont.
    interview for the position, and then selected for a final interview. As we later explain,
    however, Ms. Gray’s disparate impact claim is vulnerable to summary judgment on this
    ground.
    -23-
    on this issue. The Court has said that discretionary practices may form the basis for an
    individual disparate impact claim. See Watson v. Fort Worth Bank & Trust, 
    487 U.S. 977
    , 990 (1988) (“[D]isparate impact analysis is in principle no less applicable to
    subjective employment criteria than to objective or standardized tests.”). Wal-Mart did
    not disturb this precedent.8 In Wal-Mart, the Court held that the company’s practice of
    leaving hiring and promotion decisions to the discretion of local supervisors without a
    more specific policy could not form the basis for class certification. See 131 S. Ct. at
    2554-56. The issue in Wal-Mart was factual commonality across all plaintiffs in the
    class. The Court found it unlikely that thousands of Wal-Mart managers across different
    regions of the country “would exercise their discretion in a common way without some
    common direction.” Id. at 2555.
    8
    As the Seventh Circuit explained:
    After the holding in Wal-Mart Stores, Inc. v. Dukes, that an
    employer’s [discretionary] policy . . . can’t be the subject of a class action
    . . . it is easy to jump to the conclusion that such a policy cannot be the
    basis of an individual (as distinct from class action) suit against the
    employer, either. Easy, but wrong. Wal-Mart distinguishes between the
    lack of ‘commonality’ among the class members . . . and the possibility that
    . . . discretion . . . can be the basis of Title VII liability . . . .
    Gschwind v. Heiden, 
    692 F.3d 844
    , 848 (7th Cir. 2012) (citation omitted)
    (quotations omitted).
    -24-
    The Court explicitly acknowledged its prior holding in Watson and emphasized
    that different considerations are at issue in a class certification analysis compared with an
    individual disparate impact claim, namely the former’s focus on uniformity. Id. at 2554.
    Ms. Tabor has identified a specific employment practice that meets the
    requirements for a disparate impact claim. We turn to whether she has shown that this
    practice caused a disparate impact.
    b. Causation of a Disparate Impact on Women
    The second part of the prima facie case requires Ms. Tabor to show the challenged
    employment practice caused a disparate impact on women. Ms. Tabor presented
    statistical evidence for this purpose. “Statistical evidence is an acceptable, and common,
    means of proving disparate impact.” Carpenter, 456 F.3d at 1196. In determining
    whether Ms. Tabor’s statistical evidence is sufficiently reliable to make a prima facie
    case, we are concerned with three issues: (1) the size of the disparity between male and
    female promotions; (2) the statistical significance of the disparity, measured by standard
    error rate or standard deviation; and (3) whether the statistical evidence effectively
    isolates the challenged employment practice. See id. at 1195, 1196, 1202; see also
    Watson, 487 U.S. at 994-96.
    i.   Size of Disparity
    A plaintiff’s statistical evidence must show a significant disparity in the rate of
    employees in the protected group receiving an employment benefit or opportunity (e.g.,
    promotion) compared with “the rate for the group with the highest rate.” Carpenter, 456
    -25-
    F.3d at 1202 (quoting 29 C.F.R. § 1607.4(D)); see also Shidaker v. Tisch, 
    833 F.2d 627
    ,
    631 (7th Cir. 1986) (“In the use of statistical evidence to demonstrate the disparate
    impact of an allegedly discriminatory practice, the statistical disparity demonstrated must
    be significant or substantial.” (quotations omitted)). The disparity rate here measures the
    difference between male and female promotion rates.
    The Equal Employment Opportunity Commission (“EEOC”) guidelines provide
    that a disparity of 20% or more in selection rate will be considered evidence of adverse
    impact in a disparate impact claim. 29 C.F.R. § 1607.4(D) (“[A] selection rate for any
    . . . group that is less than four-fifths (4/5) (or eighty percent) of the rate for the group
    with the highest rate will generally be regarded . . . as evidence of adverse impact.”).
    Although not controlling on courts, this guideline is persuasive. See Carpenter, 456 F.3d
    at 1202; Maldonado, 433 F.3d at 1305; Smith v. Xerox Corp., 
    196 F.3d 358
    , 365 (2d Cir.
    1999) overruled on other grounds by Meacham v. Knolls Atomic Power Lab., 
    461 F.3d 134
     (2d Cir. 2006).
    Ms. Tabor’s statistical evidence included a regression analysis performed by Mark
    R. Killingsworth, a professor of economics at Rutgers University. Dr. Killingsworth
    analyzed Hilti’s promotion data, controlling for employee age, area at Hilti, and tenure.
    He concluded that, between 2005 and 2008, the promotion rate for male inside sales
    representatives in Hilti’s Customer Service Department was 60% greater than the
    promotion rate for female inside sales representatives. After Hilti argued that this
    analysis did not cover the correct time frame, Dr. Killingsworth repeated the analysis
    -26-
    using only data from Hilti’s proposed time frame of October 18, 2007, to December 31,
    2008. These data showed that during Hilti’s preferred time frame “the rate of promotion
    for women (5.5 percent) was only about half the rate of promotion for men (10.8
    percent).” Aplt. Appx., at 1598. In both instances, the disparity rate far exceeded the
    EEOC guideline of 20% and constituted a significant disparity.
    ii.   The Statistical Significance
    It is not enough for a plaintiff to present data showing a disparity between groups.
    To be reliable, the result also must be statistically significant. Statistical significance
    measures the likelihood that the disparity between groups is random, i.e., solely the result
    of chance. It is expressed in terms of standard errors or standard deviations.9
    “The Supreme Court has recognized that a disparity of more than two or three
    standard deviations in a large sample makes ‘suspect’ the contention that the differential
    occurs randomly.” Carpenter, 456 F.3d at 1195 (quoting Hazelwood Sch. Dist. v. United
    States, 
    433 U.S. 299
    , 308 n.14 (1977)). Ms. Tabor’s evidence was statistically significant
    at 2.777 standard errors. Dr. Killingsworth concluded that “the probability is less than
    9
    “The standard error is often called the standard deviation, and courts generally
    use the latter term.” David H. Kaye & David A. Freedman, Reference Guide on
    Statistics, Federal Judicial Center, Reference Manual on Scientific Evidence 174 (3d ed.
    2011). “Case law often erroneously interchanges [the term ‘standard deviation’] with the
    more technically appropriate term ‘standard error,’ which describes the distribution of
    sample estimators, such as the mean, around its true value.” Allan G. King, “Gross
    Statistical Disparities” as Evidence of a Pattern and Practice of Discrimination:
    Statistical Significance versus Legal Significance, 22 Lab. Law. 271, 275 n.23 (2007).
    -27-
    0.006 that a disparity at least as large as this could occur solely as the result of chance
    factors, if promotions were unrelated to sex.” Aplt. Appx. at 1083.
    iii.   Isolating the Challenged Employment Practice
    For Ms. Tabor’s statistical evidence to be reliable, it also must “isolat[e] and
    identify[] the specific employment practices that are allegedly responsible for any
    observed statistical disparities.” Watson, 487 U.S. at 994. A plaintiff isolates the specific
    employment practice by controlling for key factors outside the challenged practice that
    could potentially cause or contribute to the disparity. See Carpenter, 456 F.3d at 1196.
    The data need not include “all measurable variables” but must be sufficient to prove
    discrimination by “a preponderance of the evidence.” Bazemore v. Friday, 
    478 U.S. 385
    ,
    400 (1986).
    The requirement to isolate the challenged employment practice is important
    because it goes directly to causation. The Supreme Court has emphasized that a plaintiff
    cannot establish her claim “simply by showing that, at the bottom line, there is [an]
    imbalance in the work force.” Wards Cove Packing Co. v. Atonio, 
    490 U.S. 642
    , 657
    (1989) (quotations omitted), superseded by statute on other grounds by 42 U.S.C.
    § 2000e-2(k). The imbalance must actually be a result of the challenged employment
    practice. An employer will not, for example, be liable for a gender imbalance in its work
    force that “is due to a dearth of qualified [female] applicants (for reasons that are not [the
    employer’s] fault).” Id. at 651.
    -28-
    When the challenged employment practice involves employer discretion, the
    plaintiff’s statistical analysis must “control for the constraints placed upon the
    decisionmaker’s discretion.” Carpenter, 456 F.3d at 1196. This is necessary
    “[e]specially in cases where an employer combines subjective criteria with the use of
    more rigid standardized rules or tests.” Watson, 487 U.S. at 994; see also Anderson v.
    Westinghouse Savannah River Co., 
    406 F.3d 248
    , 266-67 (4th Cir. 2005).
    The issue therefore is whether there are any nondiscretionary factors missing from
    Ms. Tabor’s analysis that could explain the significant disparities in promotion rates
    between men and women. Ms. Tabor presented statistical evidence comparing the
    promotion rates of all female inside sales representatives with all male inside sales
    representatives in Hilti’s Customer Service Department. The district court concluded that
    she should have restricted this analysis to a narrower pool of “qualified” employees.
    Aplt. Appx. at 2818. We disagree.
    At Hilti, discretion in assigning promotions was not constrained by mandatory
    objective criteria or by “rigid standardized rules or tests.” Watson, 487 U.S. at 994. The
    GDCP system allowed supervisors and managers such broad discretion that there was no
    such thing as a true “qualified” subgroup for promotion. Hilti management exercised
    discretion in choosing whether to assign a P rating, in determining what the P rating
    would be, in allowing or not allowing employees to apply for promotions based upon or
    in spite of their P ratings, and in selecting employees for promotion either because of or
    irrespective of P ratings. Even under its own subjective definition of what made an
    -29-
    employee “qualified,” Hilti promoted dozens of employees who were unqualified—33
    promoted employees had a P5 rating, indicating they were unqualified or ineligible to
    promote.
    As previously discussed, the law requires plaintiffs to control for constraints
    placed on an employer’s discretionary choices. But in Ms. Tabor’s case, the record
    suggests the GDCP system is not subject to any such constraints. Nor has Hilti pointed to
    any mandatory, objective criteria that actually served to limit supervisor discretion. Ms.
    Tabor’s statistical evidence captured a broad pool of employees because Hilti selected
    employees for Account Manager promotions from the same broad pool. See Shidaker,
    833 F.2d at 631 (“Where a company is shown to promote from within, the relevant labor
    pool of qualified applicants for upper level positions may be the group of employees in
    the company from which promotees will be drawn.”) (citing Hazelwood, 433 U.S. at 308
    n.13).
    In dismissing Ms. Tabor’s disparate impact claim, the district court relied heavily
    on our statement in Carpenter that “it is not enough for Plaintiffs to show simply that . . .
    men get a higher percentage of . . . assignments . . . . They must compare qualified men to
    qualified women.” 456 F.3d at 1194. But as we explain below, this conclusion failed to
    account for critical differences between Carpenter and the present case.
    In Carpenter, a certified class of female employees at Boeing alleged that
    Boeing’s policy of giving supervisors discretion in assigning overtime caused a disparate
    impact on female employees. 456 F.3d at 1188. The plaintiffs’ statistical evidence
    -30-
    showed that male employees received more overtime assignments than female
    employees, but we rejected that evidence because it did not isolate the challenged
    employment practice of assigning overtime based on supervisor discretion. Other non-
    discretionary factors likely contributed to the disparity.
    For instance, Boeing supervisors’ discretion was constrained by mandatory,
    objective criteria outlined in a collective bargaining agreement (“CBA”). Id. at 1194.
    The CBA required that any overtime offer be made first to the employee regularly
    assigned to the particular machine, job, crew, or position involved in the overtime work.
    Id. The plaintiffs’ statistical analysis failed to control for these CBA limitations. Id. at
    1196, 1198-99. It did not, for example, consider whether available overtime hours had
    been concentrated among particular crews or positions that had few or no female
    employees. Id. at 1202-03.10 We explained that because the statistical analysis failed to
    control for objective, mandatory constraints on supervisors’ discretion, it was not
    possible to reasonably infer that the discretion caused the disparate impact. Id. at 1202
    (“Clearly, something in the overtime process consistently results in males obtaining more
    overtime . . . than females” but because of its flaws, the data “tell[] us nothing about what
    that ‘something’ is.” (emphasis added)).
    10
    We acknowledged that, “[o]f course, such gender disparities in these positions
    could indicate discrimination in hiring for those jobs, but that is not the claim made by
    Plaintiffs.” Carpenter, 456 F.3d at 1202-03.
    -31-
    But Carpenter’s reasoning does not apply here. In Carpenter, only a narrow
    subgroup of employees was eligible, i.e., qualified, for overtime. That subgroup was
    defined by objective, mandatory criteria well before supervisor discretion came into play,
    and there was no evidence Boeing supervisors departed from CBA rules when assigning
    discretionary overtime.
    As we have already explained, at Hilti, the exercise of supervisor or manager
    discretion and the process of defining “qualified” employees were one and the same. All
    inside sales representatives in the Customer Service Department were subject to the
    challenged discretionary employment practice, the GDCP system, and we do not see any
    objective factors that genuinely limited the pool of employees from which Hilti selected
    its promotees—nor has Hilti pointed to any. In theory, the subjective GDCP factors
    should have limited the pool of employees eligible for promotion. But Hilti plainly did
    not treat GDCP ratings as mandatory, since it promoted employees who had substandard
    P ratings or no P ratings.11
    11
    We briefly note two other distinctions between Ms. Tabor’s statistical evidence
    and that in Carpenter. First, Ms. Tabor’s data permit a narrower analysis. Where the
    Carpenter plaintiffs lumped together all overtime assignments across multiple crews and
    departments, 456 F.3d at 1198-99, Ms. Tabor compares the promotion rates of male and
    female employees from only the inside sales position in the Customer Service
    Department. See Ortega v. Safeway Stores, Inc., 
    943 F.2d 1230
    , 1245 (10th Cir. 1991)
    (emphasizing that statistical evidence must be constrained to the “at-issue jobs.”),
    superseded by statute, 42 U.S.C. § 2000e-2(k).
    Second, even if the GDCP qualification data had somehow served to constrain
    decisionmaker discretion, Ms. Tabor’s evidence would satisfy her prima facie burden
    because reliable qualification data does not exist. For example, 76 percent of employees
    Continued . . .
    -32-
    In short, the district court erred in requiring Ms. Tabor to identify a subgroup of
    “qualified” employees at Hilti when no such subgroup existed. Ms. Tabor’s statistical
    evidence isolates the challenged employment practice enough to raise “an inference of
    causation.” Watson, 487 U.S. at 994-95; see also Aiken v. City of Memphis, 
    37 F.3d 1155
    , 1163 (6th Cir. 1994) (holding that statistical evidence comparing promotion rates
    among all entry-level officers and firefighters was sufficiently reliable to show disparate
    impact on the basis of race).12
    ______________________________________
    Cont.
    who were promoted had not been assigned a P rating. There is no way for Ms. Tabor to
    determine now what P rating the relevant supervisors would have assigned those
    employees in 2007 or 2008. The passage of time and subsequent onset of litigation
    would render any estimate or proxy highly unreliable. See McClain v. Lufkin Indus., 
    519 F.3d 264
    , 280 (5th Cir. 2008) (“Where actual data are unreliable, courts often permit
    parties to analyze potential applicant flow data.” (emphasis added)); Malave v. Potter,
    
    320 F.3d 321
    , 323 (2d Cir. 2003) (holding that “a per se rule” requiring a plaintiff’s
    statistical analysis to focus on the “applicant pool or the eligible labor pool for the at-
    issue positions . . . is not appropriate in cases . . . where the data . . . are not available”
    (quotations omitted)).
    12
    Hilti has argued, and the district court also noted, that the disparity in promotion
    rates between male and female Customer Service Representatives may be caused by
    “unique challenges” of the Account Manager position that may make the position
    “unattractive” for some (presumably female) employees. Aplt. Appx. at 1676. For
    example, the position often involves relocation and “requires working outside in the
    elements” and “the capability to carry 60 pounds of tools.” Id. Although it is
    conceivable that the inequality in promotion rates is a reflection of employee preferences,
    we are unable to make this determination because Hilti’s GDCP data—which purports to
    track employees’ individual career interests and willingness to relocate—is incomplete.
    Title VII does not permit us to presume that female inside sales representatives are
    significantly less able or willing than their male colleagues to relocate, carry tools, or
    work outside. See, e.g., Palmer v. Shultz, 
    815 F.2d 84
    , 106 (D.C. Cir. 1987) (possible
    Continued . . .
    -33-
    We conclude that Ms. Tabor has stated a prima facie disparate impact claim and
    we remand to the district court for further proceedings consistent with this opinion.
    B. Ms. Gray’s Individual Claims
    Ms. Gray brings two individual claims for gender discrimination under Title VII.
    The first claim charges Hilti with intentional discrimination for failure to promote based
    on theories of deterrence and failure to train. The second claim charges Hilti with
    disparate impact discrimination.
    1. Failure to Promote/Deterrence
    Ms. Gray did not actually apply for an Account Manager position but asserts that
    she desired this promotion and she was deterred from pursuing it because of Hilti’s
    intentionally discriminatory actions. The district court held that Ms. Gray failed to state a
    prima facie case for intentional discrimination because she failed to demonstrate she was
    qualified for promotion. We affirm.
    The Supreme Court has allowed discrimination claims based on a theory of
    deterrence, reasoning that “[a] consistently enforced discriminatory policy can surely
    ______________________________________
    Cont.
    impact of individual preferences is insufficient to justify rejection of plaintiffs’ analysis);
    E.E.O.C. v. Gen. Tel. Co., 
    885 F.2d 575
    , 582 (9th Cir. 1987); see also Sobel v. Yeshiva
    Univ., 
    839 F.2d 18
    , 33-34 (2d Cir. 1988).
    Of course, nothing prevents Hilti from offering reliable evidence that the disparity
    in promotions is the result of legitimate factors and not a discriminatory impact of the
    GDCP system. See E.E.O.C. v. Sears, Roebuck & Co., 
    839 F.2d 302
    , 308, 334 (7th Cir.
    1988).
    -34-
    deter job applications from those who are aware of it and are unwilling to subject
    themselves to the humiliation of explicit and certain rejection.” Int’l Bhd. of Teamsters v.
    United States, 
    431 U.S. 324
    , 326 (1977). To establish a discrimination claim based on
    deterrence, a plaintiff must show: (1) there were promotional opportunities that were
    filled by males; (2) she was qualified and available for the job; (3) despite her
    qualifications she was not promoted; and (4) the employer intentionally discriminated
    against her. See Sprague v. Thorn Ams, Inc., 
    129 F.3d 1355
    , 1362 (10th Cir. 1997).
    Ms. Gray fails to establish the second factor because she has not shown she was
    qualified for a promotion. She fails to rebut evidence of disciplinary and performance
    issues that would likely have prevented her from being selected for any promotion at
    Hilti. Multiple managers testified in their depositions that Ms. Gray had been warned
    about many issues, including excessive tardiness and absenteeism, poor attitude, and
    sleeping at her desk. Ms. Gray argues that she has raised a genuine issue of fact
    regarding Hilti’s reasons for not promoting her and not encouraging her to pursue
    promotion, pointing to Mr. Brown’s comments that “women do not make it out in the
    field” and the fact that Mr. Brown refused to allow her to participate in field training.
    Aplt. Appx. at 2807.
    Although Mr. Brown’s comments may reflect a discriminatory view, Ms. Gray
    cannot establish a cause of action for intentional discrimination unless she proves that she
    was qualified for promotion. Unlike in Ms. Tabor’s case, the negative evaluations of Ms.
    Gray’s performance do not come only or primarily from individuals associated with
    -35-
    discriminatory remarks. Two managers other than Mr. Brown testified to concerns
    regarding Ms. Gray’s work performance and discipline.
    We therefore affirm the district court’s dismissal of Ms. Gray’s intentional
    discrimination claim.
    2. Disparate Impact
    The district court did not address Ms. Gray’s individual disparate impact claim in
    its summary judgment order. Where an issue has not been ruled on by the court below,
    we generally favor remand for the district court to examine the issue. See In re R. Eric
    Peterson Constr. Co., 
    951 F.2d 1175
    , 1182 (10th Cir. 1991). We therefore remand to the
    district court to address Hilti’s motion for summary judgment on this claim.
    We note, however, that Ms. Gray’s individual disparate impact claim may face
    one challenge that Ms. Tabor’s does not. Even when an employer is shown to have
    violated Title VII’s disparate impact provision, “[e]ach person seeking individual relief
    [must] show that . . . she . . . suffered an adverse employment decision and therefore was
    a potential victim of the proved discrimination.” Chin, 685 F.3d at 151; see also Coe,
    646 F.2d at 451 (“[I]n individual actions rather than class actions . . . [i]t is not sufficient
    for an individual plaintiff to show that the employer followed a discriminatory policy
    without also showing that plaintiff [herself] was injured.”).
    As we discuss above, Hilti has offered undisputed evidence that multiple managers
    warned Ms. Gray about performance and disciplinary problems. If the district court
    determines there is no genuine dispute that Ms. Gray was unqualified for promotion
    -36-
    based upon criteria not connected to the challenged employment practice, then summary
    judgment in Hilti’s favor is appropriate.
    C. Class Certification
    1. Background
    Plaintiffs appeal the district court’s denial of their motion for class certification.
    The decision whether to grant or deny class certification “involves intensely practical
    considerations,” Reed v. Bowen, 
    849 F.2d 1307
    , 1309 (10th Cir. 1988), and therefore
    “belongs within the discretion of the trial court,” Monreal v. Potter, 
    367 F.3d 1224
    , 1235
    (10th Cir. 2004) (quotations omitted). In ruling on a class certification question, the court
    is not limited to the pleadings but may “probe behind the pleadings” and examine the
    facts and evidence in the case. Gen. Tel. Co. v. Falcon, 
    457 U.S. 147
    , 160 (1982).
    The requirements for class certification are outlined in Rule 23 of the Federal
    Rules of Civil Procedure. To certify a class, Plaintiffs must first meet all of four
    requirements outlined in Rule 23(a), namely (1) numerosity, (2) commonality, (3)
    typicality, and (4) adequacy of representation. Second, Plaintiffs must show that at least
    one of three conditions defined in Rule 23(b) is satisfied. The only Rule 23(b) condition
    at issue on appeal is 23(b)(3), which allows class certification when the district court
    finds that common questions of law or fact predominate over individualized questions.
    Plaintiffs moved to certify a proposed class of “approximately 294 women in
    inside sales who were denied opportunities to promote to an outside sales position at
    Hilti.” Aplt. Appx. at 1672 (quotations omitted). The district court refused to certify
    -37-
    Plaintiffs’ proposed class, finding they had failed to meet the numerosity requirement
    under Rule 23(a)(1) and failed to satisfy any conditions under Rule 23(b). Because
    failure to satisfy Rule 23(a)(1) is dispositive, the court did not consider whether Plaintiffs
    met the other three requirements of Rule 23(a).
    After the district court issued its decision and while this appeal was pending, the
    Supreme Court decided Wal-Mart Stores, Inc. v. Dukes, 
    131 S. Ct. 2541
     (2011), which
    substantially clarified the Rule 23(a)(2) commonality requirement. Applying the Court’s
    most recent guidance, we affirm the denial of Plaintiffs’ motion for class certification on
    the ground that Plaintiffs have not shown “there are questions of law or fact common to
    the class.” Fed. R. Civ. P. 23(a)(2); Wal-Mart, 131 S. Ct. at 2549. Although failure to
    satisfy any requirement under Rule 23(a) is dispositive, we also briefly discuss the district
    court’s Rule 23(b)(3) analysis as it relates to the commonality issue in Rule 23(a)(2).
    2. Rule 23(a)(2)
    “A party seeking class action certification must demonstrate, under a strict burden
    of proof, that all of the requirements of 23(a) are clearly met.” Rex v. Owens ex rel. State
    of Okla., 
    585 F.2d 432
    , 435 (10th Cir. 1978). With respect to Rule 23(a)(2)’s
    commonality requirement, a plaintiff must show that class members “have suffered the
    same injury,” Gen. Tel. Co., 457 U.S. at 157, and that “the incidents of discrimination
    complained of . . . present a common issue that could be resolved efficiently in a single
    proceeding,” McReynolds v. Merrill Lynch, Pierce, Fenner & Smith, Inc., 
    672 F.3d 482
    ,
    488 (7th Cir. 2012), cert. denied, Merrill Lynch, Pierce, Fenner & Smith, Inc. v.
    -38-
    McReynolds, 
    133 S. Ct. 338
     (2012).
    In Wal-Mart, a nationwide class of current and former female employees sued
    Wal-Mart under Title VII. 131 S. Ct. at 2548. They alleged that Wal-Mart’s policy of
    leaving personnel decisions to the discretion of local managers had a disparate impact on
    women and resulted in disparate treatment toward them. Id. The Court explained that
    “in resolving an individual’s Title VII claim, the crux of the inquiry is the reason for the
    particular employment decision.” Id. at 2552. “What matters to class certification . . . is
    not the raising of common ‘questions’—even in droves—but, rather the capacity of a
    classwide proceeding to generate common answers apt to drive the resolution of
    litigation.” Id. (quotations omitted).
    The Court found that the Wal-Mart policy of allowing broad discretion to local
    managers “is just the opposite of a uniform employment practice that would provide the
    commonality needed for a class action.” Id. at 2554. It held that neither the disparate
    impact nor the disparate treatment sex discrimination claim met the commonality
    requirement. In arriving at this conclusion, the Court emphasized the extraordinary size
    and scope of the proposed class, which included 1.5 million female employees at 3,400
    Wal-Mart stores. It was unlikely that thousands of Wal-Mart managers across different
    regions of the country would exercise their discretion in a common way without some
    common direction, and the plaintiffs had “not identified a common mode of exercising
    discretion that pervades the entire company.” Id. at 2554-55.
    After Wal-Mart, federal courts reviewing class certification questions have
    -39-
    generally denied certification when allegedly discriminatory policies are highly
    discretionary and the plaintiffs do not point to “a common mode of exercising discretion
    that pervades the entire company.” In re Wells Fargo Residential Mortg. Lending
    Discrimination Litg., No. 08-MD-01930 MMC, 
    2011 WL 3903117
    , at *4-5 (N.D. Cal.
    Sept. 6, 2011); see also, e.g., Rodriguez v. Nat’l City Bank, 
    277 F.R.D. 148
    , 154-55 (E.D.
    Pa. 2011); Daskalea v. Wash. Humane Soc’y, 
    275 F.R.D. 346
    , 360 (D.D.C. 2011). Other
    courts have allowed certification of smaller plaintiff classes in cases challenging policies
    that grant only limited discretion to supervisors. See, e.g., McReynolds, 672 F.3d at 488-
    89, 492 (allowing class certification in Title VII claim where plaintiffs pointed to a
    uniform company policy that based account distributions on employees’ past success and
    gave limited discretion to managers); Ross v. RBS Citizens, N.A., 
    667 F.3d 900
    , 909-10
    (7th Cir. 2012) (allowing class certification in FLSA claim where plaintiffs pointed to a
    uniform, unofficial company-wide policy compelling employees to work without
    overtime).
    In the current case, Plaintiffs challenge a highly discretionary policy for granting
    promotions. They have not shown that Hilti maintained “a common mode of exercising
    discretion that pervade[d] the entire company.” 131 S. Ct. at 2254-55. To the contrary,
    the record suggests that Hilti failed to maintain the GDCP system in any uniform manner.
    Even if Plaintiffs’ statistical evidence demonstrates (at least facially) that this haphazard
    policy caused an overall disparate impact on women, Plaintiffs have not shown that the
    facts and circumstances involved in Hilti’s promotion choices are common across the
    -40-
    class of female employees. The very circumstances at issue in the individual claims of
    the two current plaintiffs illustrate this point: Ms. Tabor received a P1 rating and applied
    for at least two promotions, whereas Ms. Gray did not receive a P1 rating, did not apply
    for promotion, and apparently received disciplinary warnings. In each case, Hilti offers a
    very different defense to allegations of discrimination.
    Given the broad discretion involved in Hilti’s alleged discriminatory employment
    practice and the highly individualized facts and circumstances raised in each employment
    decision, we cannot say that the proposed class “present[s] common issue[s] that could be
    resolved efficiently in a single proceeding.” McReynolds, 672 F.3d at 488; see Fed. R.
    Civ. P. 23(a)(2).
    3. Rule 23(b)(3)
    Although our determination that Plaintiffs’ proposed class fails to meet Rule
    23(a)(2) is dispositive, we briefly address the district court’s 23(b)(3) analysis because
    both requirements hinge on some of the same fact-intensive questions.
    In addition to meeting all Rule 23(a) requirements, to certify a class, “Plaintiffs
    must satisfy at least one subsection of Rule 23(b).” Monreal, 367 F.3d at 1235. Rule
    23(b) has three subsections, but only subsection (b)(3) is raised in this appeal. Rule
    23(b)(3) allows certification of a class when the court finds that “questions of law or fact
    common to class members predominate over any questions affecting only individual
    members, and that a class action is therefore superior to other available methods for fairly
    and efficiently adjudicating the controversy.” Fed. R. Civ. P. 23(b)(3) (emphasis added).
    -41-
    In determining whether common issues of law and fact predominate over
    individual ones, the following considerations are relevant:
    (A) the interest of members of the class in individually controlling the
    prosecution or defense of separate actions;
    (B) the extent and nature of any litigation concerning the controversy
    already commenced by or against members of the class;
    (C) the desirability or undesirability of concentrating the litigation of the
    claims in the particular forum; and
    (D) the difficulties likely to be encountered in the management of a class
    action.
    Fed. R. Civ. P. 23(b)(3).
    The district court noted that “[t]he defendants allege that both named plaintiffs
    were denied promotion for specific, objective, and individualized reasons.” Aplt. Appx.
    at 1681. The court determined that Hilti’s factual defenses “raised the inference that . . .
    individualized concerns predominate over the common questions.” Id. It therefore
    concluded that Hilti’s promotion decisions involve “highly individualized” facts and
    defenses that cannot be effectively resolved in a class suit. Id. We agree with this
    analysis.
    *      *       *
    We therefore affirm the district court’s refusal to certify the class.
    III. CONCLUSION
    We affirm the grant of summary judgment as to Ms. Tabor’s retaliation claim and
    Ms. Gray’s failure to promote claim. We further affirm the district court’s refusal to
    certify Plaintiffs’ proposed class. We remand Ms. Gray’s disparate impact claim because
    -42-
    the district court failed to analyze the claim in its order. Finally, we reverse the grant of
    summary judgment as to Ms. Tabor’s failure to promote and disparate impact claims and
    remand for further proceedings consistent with this opinion.
    -43-
    

Document Info

Docket Number: 11-5131

Citation Numbers: 703 F.3d 1206, 84 Fed. R. Serv. 3d 1089, 2013 U.S. App. LEXIS 984, 117 Fair Empl. Prac. Cas. (BNA) 157, 2013 WL 150225

Judges: Lucero, Matheson, O'Brien

Filed Date: 1/15/2013

Precedential Status: Precedential

Modified Date: 11/5/2024

Authorities (44)

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In Re R. Eric Peterson Construction Company, Inc., Debtor. ... , 951 F.2d 1175 ( 1991 )

55-fair-emplpraccas-1027-54-empl-prac-dec-p-40066-melody-ramsey-v , 907 F.2d 1004 ( 1990 )

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Hazelwood School District v. United States , 97 S. Ct. 2736 ( 1977 )

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Sorbo v. United Parcel Service , 432 F.3d 1169 ( 2005 )

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Texas Department of Community Affairs v. Burdine , 101 S. Ct. 1089 ( 1981 )

Burlington Northern & Santa Fe Railway Co. v. White , 126 S. Ct. 2405 ( 2006 )

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Orr v. City of Albuquerque , 417 F.3d 1144 ( 2005 )

Mathews v. Denver Newspaper Agency LLP , 649 F.3d 1199 ( 2011 )

Monreal v. Runyon , 367 F.3d 1224 ( 2004 )

Spraque v. Thorn Americas, Inc. , 129 F.3d 1355 ( 1997 )

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