Equal Employment Opportunity Commission v. Peoplemark, Inc. ( 2013 )


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  •                          RECOMMENDED FOR FULL-TEXT PUBLICATION
    Pursuant to Sixth Circuit I.O.P. 32.1(b)
    File Name: 13a0291p.06
    UNITED STATES COURT OF APPEALS
    FOR THE SIXTH CIRCUIT
    _________________
    X
    -
    EQUAL EMPLOYMENT OPPORTUNITY
    Plaintiff-Appellant, --
    COMMISSION,
    -
    No. 11-2582
    ,
    >
    -
    v.
    -
    Defendant-Appellee. N-
    PEOPLEMARK, INC.,
    Appeal from the United States District Court
    for the Western District of Michigan at Grand Rapids.
    No. 1:08-cv-907—Robert J. Jonker, District Judge.
    Argued: December 6, 2012
    Decided and Filed: October 7, 2013
    Before: BOGGS and McKEAGUE, Circuit Judges; CARR, District Judge.*
    _________________
    COUNSEL
    ARGUED: P. David Lopez, UNITED STATES EQUAL EMPLOYMENT
    OPPORTUNITY COMMISSION, Washington, D.C., for Appellant. Edward R. Young,
    BAKER, DONELSON, BEARMAN, CALDWELL & BERKOWITZ, PC, Memphis,
    Tennessee, for Appellee. ON BRIEF: P. David Lopez, Donna J. Brusoski, UNITED
    STATES EQUAL EMPLOYMENT OPPORTUNITY COMMISSION, Washington,
    D.C., for Appellant. Edward R. Young, BAKER, DONELSON, BEARMAN,
    CALDWELL & BERKOWITZ, PC, Memphis, Tennessee, for Appellee. Rae T. Vann,
    NORRIS, TYSSE, LAMPLEY & LAKIS, LLP, Washington, D.C., for Amici Curiae.
    McKEAGUE, J., delivered the opinion of the court, in which BOGGS, J., joined.
    CARR, D. J. (pp. 17–67), delivered a separate dissenting opinion.
    *
    The Honorable James G. Carr, Senior United States District Judge for the Northern District of
    Ohio, sitting by designation.
    1
    No. 11-2582          E.E.O.C. v. Peoplemark                                       Page 2
    _________________
    OPINION
    _________________
    McKEAGUE, Circuit Judge. The Equal Employment Opportunity Commission
    (“Commission”) filed a complaint against Peoplemark, alleging that Peoplemark had a
    blanket, companywide policy of denying employment opportunities to persons with
    felony records and that this companywide policy had a disparate impact on African
    Americans. As it turned out, the alleged companywide policy did not exist. Eventually,
    the Commission dismissed its claim through joint motion of the parties. Peoplemark
    moved for costs and attorney’s and expert fees. The district court awarded Peoplemark
    fees and costs totaling $751,942.48. This award included attorney’s fees from October
    1, 2009, through the end of the litigation, finding that as of October 1 the Commission’s
    claim was unreasonable to maintain. The award also included all of Peoplemark’s expert
    fees. The Commission appeals the district court decision and argues that the district
    court abused its discretion when it imposed attorney’s and expert fees. Alternatively,
    the Commission argues the fees were excessive.
    We affirm the district court’s decision.
    FACTS
    Defendant-appellee Peoplemark is a temporary-employment agency with offices
    in Michigan, Tennessee, Kentucky, and Florida. Peoplemark uses an application form
    that asks applicants whether they have a felony record. Peoplemark also conducts an
    independent investigation into the criminal records of all applicants.
    In 2005, Sherri Scott, an African American with a felony conviction, submitted
    an application to Peoplemark’s Grand Rapids office. Peoplemark did not refer Scott for
    employment. Because of this refusal, Scott filed a charge of discrimination with the
    Commission. She alleged that Peoplemark denied her application because of her race
    and felony record.
    No. 11-2582           E.E.O.C. v. Peoplemark                                                     Page 3
    The Commission launched an investigation in light of Scott’s allegations. As
    part of the investigation, the Commission communicated with Judd F. Osten,
    Peoplemark’s Vice President and Associate General Counsel.                      Osten informed the
    Commission that Peoplemark had a companywide policy of rejecting felon applicants.
    Osten indicated that Peoplemark’s policy was not the result of a request from its clients.
    However, he did state that Peoplemark’s clients knew of the policy and that some had
    told Peoplemark not to refer felons.
    As part of the investigation, the Commission also subpoenaed, and Peoplemark
    provided, more than 18,000 documents. According to Peoplemark, the documents
    proved that Peoplemark did not have a companywide policy of rejecting felon applicants
    because the documents showed that Peoplemark had referred felons to job opportunities.
    In September 2007, based upon the investigation, the Commission sent a letter
    to Peoplemark stating that the Commission had reason to believe that Peoplemark had
    violated Title VII. The Commission relied on the statements of Osten and its belief that
    Peoplemark had a blanket, companywide policy of rejecting felon applicants, a policy
    which the Commission argued had a disparate impact on African Americans. The
    parties’ attempts to conciliate failed, and on September 29, 2008, the Commission filed
    the current action on behalf of Scott and a class of similarly situated persons. The
    complaint alleged that
    [s]ince at least May 2005, Defendant Employer has engaged in unlawful
    employment practices at all of its facilities in violation of Section 703(a)
    of Title VII, 42 U.S.C. § 2000e-2(a). The Defendant’s unlawful
    employment practices include maintaining a policy which prohibits the
    hiring of any person with a criminal record. Such policy has had and
    continues to have a disparate impact on African American applicants.
    R. 1, Compl. at 2, Page ID # 2.1
    1
    The complaint alleges that Peoplemark had a policy that prohibits hiring any person with a
    criminal record. The parties and the court below focused on whether Peoplemark had a policy that
    prohibits hiring any person with a felony record. We therefore review the case as decided by the district
    court and argued by the parties.
    No. 11-2582        E.E.O.C. v. Peoplemark                                      Page 4
    The district court held a scheduling conference in January 2009. The subsequent
    case management order required the Commission to disclose its experts by the end of
    June 2009, and to submit its expert reports by the end of August 2009.
    The Commission eventually identified 286 individual class members. The
    records provided by Peoplemark to the Commission indicated, however, that some of the
    class members did not have felony convictions and others who had felony convictions
    obtained employment through Peoplemark despite their criminal records.
    In April 2009, Peoplemark formally informed the Commission for that first time
    that Peoplemark denied having a companywide policy of rejecting felon applicants.
    The Commission asked for two extensions to the expert deadlines, one each in
    June and July 2009. Peoplemark opposed both motions. In response to the first request,
    the court extended both the date to name experts and the report deadline, though the
    court did not grant as long an extension as the Commission had requested. The court
    denied the second motion to extend.
    In July 2009, Peoplemark provided the Commission with a copy of its e-
    database. The database again indicated that Peoplemark did not have a companywide
    policy of rejecting all felon applicants.
    By the end of August 2009, Peoplemark had produced over 176,000 documents.
    In September, Peoplemark produced about two thousand previously unknown
    documents.
    In September 2009, the Commission yet again filed a motion to extend the time
    to file expert reports. The Commission claimed that its statistical expert would be
    unable to finalize her report by the deadline and requested that the court extend the
    deadline to February 2010. The court ordered additional argument about whether the
    Commission’s statistical expert’s testimony was even necessary to determine if
    Peoplemark employed a categorical, companywide policy of refusing to refer felons.
    No. 11-2582          E.E.O.C. v. Peoplemark                                      Page 5
    On October 23, 2009, the Commission filed a supplemental brief, which
    responded to the court’s request for additional argument on the issue of whether the
    Commission’s statistical expert’s report was even necessary. The brief disavowed the
    theory of the case that Peoplemark had a discriminatory categorical companywide
    policy.     The Commission argued that the case hinged on the possibility that
    Peoplemark’s consideration of felony convictions when assessing applications had a
    disparate impact on African Americans. To determine if the case was viable, the
    Commission, through its expert, would need to analyze flow data and current work force
    data and conduct an adverse-impact analysis. This, the Commission contended, could
    establish that Peoplemark’s actual policy had a disparate impact on African Americans.
    The magistrate judge eventually granted in part and denied in part the
    Commission’s third motion for extension of time to file expert reports. The judge found
    that the Commission was dilatory in prosecuting the case. The magistrate judge
    extended the deadline for filing expert reports to December 31, 2009. The district judge
    affirmed.
    Peoplemark timely filed its expert report in February 2010.
    Though Peoplemark brought a motion for summary judgment on February 25,
    2010, the parties agreed to voluntarily dismiss the case with prejudice on March 24,
    2010. The dismissal provided that Peoplemark would be the prevailing party for
    purposes of determining who was entitled to fees under § 706(k) of Title VII, as
    amended at 42 U.S.C. § 2000e-5(k). The court granted the joint motion and dismissed
    the action on March 29, 2010.
    Peoplemark thereafter moved for attorney’s fees, expert fees, sanctions, and
    costs.
    No. 11-2582        E.E.O.C. v. Peoplemark                                       Page 6
    PROCEDURAL HISTORY
    A. Magistrate Judge’s Report and Recommendation
    On March 31, 2011, the magistrate judge recommended that Peoplemark be
    awarded fees in the amount of $751,942.48, which included $219,350.70 in attorney’s
    fees, $526,172.00 in expert witness fees, and $6,419.78 in other expenses.
    The magistrate judge found that “the complaint turned out to be without
    foundation from the beginning.”       The magistrate judge recommended that the
    Commission should be held to the gravamen of its complaint—that Peoplemark had a
    blanket, companywide policy of refusing to refer felons to employment opportunities
    and that this policy had a disparate impact on African Americans. The magistrate judge
    then sought to determine when the Commission should have known that the case as
    pleaded was groundless.
    The magistrate judge recommended that the Commission should have known the
    case was groundless as of October 1, 2009. The magistrate judge chose this date because
    it provided the Commission a little over a month to have reviewed the vast majority of
    the documents produced by Peoplemark. The magistrate judge found that “[i]t was
    certainly unreasonable to continue this burdensome litigation” after October 1 because
    the Commission should have known that the claim was groundless by that date. The
    magistrate judge also added that it was unreasonable for the Commission to maintain the
    litigation after the Commission knew it could no longer present an expert report.
    The magistrate judge then went on to recommend that Peoplemark be awarded
    all of its expert witness fees, after finding that they were the kind of “out-of-pocket
    expenses normally charged to clients by attorneys which are recoverable as part of the
    statutory award of attorneys’ fees under Title VII.” The magistrate judge stated that
    Peoplemark’s expert was necessary—Peoplemark needed an expert to rebut the
    Commission’s experts. The magistrate judge also noted that Peoplemark had already
    No. 11-2582            E.E.O.C. v. Peoplemark                                        Page 7
    paid its expert’s fee of $526,172.00,2 and that Peoplemark’s expert had conducted an
    extensive analysis including a determination of how many of the 286 alleged victims had
    been hired. In light of these findings, the magistrate judge recommended that the
    Commission be assessed all of Peoplemark’s expert fees, even those that accrued before
    October 1, 2009. The Commission tried to refute the charges by relying on its expert’s
    declaration that she was astounded by Peoplemark’s expert’s fee. However, the
    magistrate judge stated that comparing the two experts’ work was like “comparing
    apples to oranges” because Peoplemark’s expert had produced a report and the
    Commission’s had not; because the Commission’s expert had only spent 23.26 hours on
    her work, whereas Peoplemark’s expert had spent 123.55 hours; and because
    Peoplemark’s expert had done all of his analysis work in-house, which substantially
    increased costs, whereas the Commission’s expert had used an outside data-management
    company.
    The Commission filed objections to the report and recommendation.
    B. District Judge’s Opinion and Order
    After reviewing the report and recommendation and the Commission’s
    objections, the district judge adopted the magistrate judge’s report and recommendation.
    The court rejected the Commission’s objection that the Commission could prove its case
    as pleaded without showing a blanket, companywide policy of refusing to refer felons.
    The court rejected the Commission’s argument that the proper date for assessing all fees
    was January 29, 2010, and its argument that Peoplemark’s expert fees were not
    sufficiently documented. The court found that all of Peoplemark’s expert fees should
    be awarded because they were out-of-pocket expenses normally charged to clients, were
    directly related to the disparate-impact theory, and “were an integral part of
    Peoplemark’s defense.”
    The Commission now appeals this decision and argues that an award of any fees
    was inappropriate under the circumstances of this case.              In the alternative, the
    2
    Peoplemark was billed by its expert on a monthly basis.
    No. 11-2582           E.E.O.C. v. Peoplemark                                             Page 8
    Commission argues that the district court abused its discretion when it fixed an October
    1, 2009, award date for attorney’s fees; when it imposed the entirety of the expert fees
    and not just those incurred on or after October 1; when it failed to find Peoplemark’s
    expert’s documentation inadequate; and when it failed to find Peoplemark’s expert fees
    excessive. Before turning to the Commission’s arguments we detail the standard of
    review.
    ANALYSIS
    A. Standard of Review
    This court reviews a district court’s award of fees for abuse of discretion.
    Adcock-Ladd v. Sec. of Treasury, 
    227 F.3d 343
    , 348-49 (6th Cir. 2000). “[T]he trial
    judge’s exercise of discretion . . . is entitled to substantial deference, especially when the
    rationale for the award was predominantly fact-driven.” Id. at 349. “Abuse of discretion
    is defined as a definite and firm conviction that the trial court committed a clear error of
    judgment.” Logan v. Dayton Hudson Corp., 
    865 F.2d 789
    , 790 (6th Cir. 1989). The
    district court abuses its discretion when it applies an erroneous legal standard, misapplies
    the proper legal standard, or relies on clearly erroneous facts. Adcock-Ladd, 227 F.3d
    at 349.
    B. Underlying Legal Principles
    Under 42 U.S.C. § 2000e-5(k), a court may award the prevailing party in a Title
    VII action “a reasonable attorney’s fee (including expert fees).” The Supreme Court
    annunciated the relevant standard for assessing attorney’s fees and other costs in
    Christiansburg Garment Co. v. E.E.O.C., 
    434 U.S. 412
     (1978). In Christiansburg, the
    Court explained that a court may award a prevailing defendant in a Title VII action
    attorney’s fees under certain limited circumstances:
    [A] plaintiff should not be assessed his opponent’s attorney’s fees unless
    a court finds that his claim was frivolous, unreasonable, or groundless,
    or that the plaintiff continued to litigate after it clearly became so. And,
    needless to say, if a plaintiff is found to have brought or continued such
    No. 11-2582         E.E.O.C. v. Peoplemark                                            Page 9
    a claim in bad faith, there will be an even stronger basis for charging him
    with the attorney’s fees incurred by the defense.
    Id. at 422. We apply the same standard against the Commission as against other
    litigants. Id. at 422 n.20.
    In assessing whether a district court abused its discretion when it granted
    attorney’s fees to a defendant, this court has previously considered factors including:
    “(1) whether plaintiff presented sufficient evidence to establish a prima facie case;
    (2) whether defendant offered to settle the case; and (3) whether the trial court dismissed
    the case prior to trial . . . .” Balmer v. HCA, Inc., 
    423 F.3d 606
    , 615-16 (6th Cir. 2005),
    overruled on other grounds by Fox v. Vice, 
    131 S. Ct. 2205
     (2011). A plaintiff
    establishes a prima facie case of disparate impact when “(1) plaintiff identifies a specific
    employment practice to be challenged; and (2) through relevant statistical analysis
    proves that the challenged practice has an adverse impact on a protected group.”
    Johnson v. U.S. Dep’t of Health and Human Servs., 
    30 F.3d 45
    , 48 (6th Cir. 1994). We
    now turn to the Commission’s arguments.
    C. Attorney’s Fees
    The district court did not abuse its discretion when it found that the Commission
    could not prove its case as pleaded. As the Supreme Court explained in Christiansburg,
    a prevailing defendant in a Title VII action may be awarded attorney fees if the
    plaintiff’s claim was “frivolous, unreasonable, or groundless, or . . . the plaintiff
    continued to litigate after it clearly became so.” Christiansburg, 434 U.S. at 422. A
    party alleging a disparate-impact theory must allege a specific employment practice in
    the complaint. See Johnson, 30 F.3d at 48; see also Josey v. John R. Hollingsworth
    Corp., 
    996 F.2d 632
    , 642 (3d Cir. 1995) (requiring plaintiff to plead specific
    employment practice in complaint); Kulkarni v. City Univ. of N.Y., No. 01 CIV. 10628
    (DLC), 
    2002 WL 1315596
    , at *2 (S.D.N.Y. June 14, 2002) (“Swierkiewicz does not,
    however, relieve plaintiff of the obligation to identify in his pleadings a specific
    employment practice that is the cause of the disparate impact.”); cf. Seasonwein v. First
    Montauk Sec. Corp., 189 F. App’x 106, 111 (3d Cir. 2006) (requiring in an ADEA case
    No. 11-2582           E.E.O.C. v. Peoplemark                                        Page 10
    that the plaintiffs plead a specific employment practice to be challenged when alleging
    a disparate-impact claim). A specific employment practice is a necessary component of
    a plaintiff’s claim. As is required, the Commission pleaded a specific employment
    practice—a companywide policy of denying employment opportunities to felons. That
    policy did not exist, and the claim the Commission pleaded could not be proved.
    To be sure, the Commission’s case was not groundless when filed. Osten’s
    incorrect statements that there was a companywide policy gave the Commission a basis
    to file the complaint. However, the district court did not abuse its discretion by finding
    that the Commission could only rely on these statements up to a point.3 When discovery
    clearly indicated Osten’s statements belied the facts, the Commission should have
    reassessed its claim. From that point forward, it was unreasonable to continue to litigate
    the Commission’s pleaded claim because the claim was based on a companywide policy
    that did not exist.
    We are not focused on the Commission’s theory of the case, but rather, whether
    the claim was frivolous, unreasonable, or groundless, or whether the Commission
    continued to litigate after it clearly became so. As the Commission admits in its brief,
    it “pled a blanket policy.” The only employment practice it pleaded—and as a direct
    result, the only claim it pleaded—could not be proved. The dissent seeks to focus the
    reader’s attention on the claims that the EEOC could have brought. These questions
    serve only to distract us from the instruction in Christiansburg, which directs us to ask
    whether the claim that was alleged was frivolous, unreasonable, or groundless. It was.
    Additionally, the factors addressed in Balmer also suggest that fees were
    permissible: The Commission could not prove a prima facie case of its claim because
    the claim was groundless; there is no indication that Peoplemark offered to settle the
    case; and the court dismissed the case upon the joint motion of the parties, a motion in
    which the Commission agreed that Peoplemark was the prevailing party for purposes of
    3
    The Commission does not contest that it knew or should have known by October 1 that a
    companywide policy did not exist.
    No. 11-2582             E.E.O.C. v. Peoplemark                                                      Page 11
    attorney’s fees. See Balmer, 423 F.3d at 615-16.4 The district court, therefore, did not
    abuse its discretion when it found that it was unreasonable for the Commission to
    continue to litigate the claim beyond October 1, 2009.5 Having determined that the
    award of attorney’s fees was proper, we next consider whether expert fees were also
    permissible under these circumstances.
    D. Expert Fees
    Section 2000e-5(k) permits a court to award the prevailing party in a Title VII
    action “a reasonable attorney’s fee (including expert fees).” A plain reading of the statute
    confirms that expert fees are included within, or a subset of, attorney’s fees. Because
    the district court did not abuse its discretion when it imposed attorney’s fees under
    Christiansburg, the district court likewise did not abuse its discretion when it imposed
    expert fees. The inquiry does not end here, however. We must also consider whether
    the district court abused its discretion when it awarded attorney’s fees from October 1,
    2009, to the end of the litigation, and when it awarded expert fees incurred before
    October 1, 2009.
    E. October 1 Award Date
    The district court did not abuse its discretion when it awarded attorney’s fees
    from October 1 to the end of the litigation. By October 1, 178,000 discovery documents
    had been provided. The Commission does not dispute that by October 1 it should have
    4
    The dissent also argues that the district court’s consideration of the Commission’s presuit
    investigation is grounds for reversal. However, the district court did not base its decision to award
    attorney’s fees on the presuit investigation. Instead, it based its award on the fact that, by October 1, the
    Commission should have known that its claim was groundless, a finding the Commission does not contest.
    The fact that the district court believed that the Commission should have known much earlier that its claim
    was groundless was irrelevant to its final determination to award attorney’s fees.
    5
    The dissent faults our approach and argues that we are imposing a heightened pleading standard.
    Not so. The Supreme Court in Swierkiewicz v. Sorema N.A., 
    534 U.S. 506
     (2002), held that a court cannot
    impose a heightened pleading requirement in employment-discrimination claims. We are not holding that
    the Commission needed to plead additional facts or do anything more than “create an inference that an
    employment decision was based on a discriminatory criterion illegal under the Act” at the pleading stage.
    Serrano v. Cintas Corp., 
    699 F.3d 884
    , 895 (6th Cir. 2012) (internal quotation marks omitted). Our
    decision does not rest on the plausibility of the Commission’s claims in its complaint—as pleaded, the
    claim was arguably plausible. But without a specific employment practice the pleading does not give fair
    notice of the plaintiff’s claim, let alone state a plausible claim to relief. Ashcroft v. Iqbal, 
    556 U.S. 662
    ,
    678 (2009). If the Commission had not pleaded a specific employment practice in its complaint, the claim
    would have been dismissed on defendant’s motion.
    No. 11-2582        E.E.O.C. v. Peoplemark                                         Page 12
    known that Peoplemark did not have a blanket, companywide policy and that it thus
    could not prove its claim based on that policy. As previously discussed, the Commission
    could rely on Osten’s statements only to a point. Once discovery established that no
    companywide policy existed, the Commission could no longer rely on Osten’s
    statements to proceed on its claim. In addition, in April 2009, Peoplemark informed the
    Commission that no companywide policy existed, and in July 2009, Peoplemark
    provided the Commission with a copy of an e-database that revealed that no
    companywide policy existed. The district court did not clearly err in finding these facts,
    and it did not abuse its discretion when it concluded that as of October 1 the Commission
    should have known it could not prove its claim as pleaded.
    The Commission’s arguments to the contrary do not undermine the district
    court’s findings. First, the Commission alleges that the district judge abused his
    discretion by considering the Commission’s failure to file an expert report and argues
    that if the court relied on the failure to obtain an expert report, then the district court
    should have awarded fees from January 29, 2010, onward. Second, the Commission
    alleges that the district court erred in considering the statement of Mr. Donovan, the
    Commission’s in-house expert, who stated that it might be possible for an expert report
    to be completed within three months. Donovan’s estimate was based on discovery of an
    estimated 50,000 documents, and when the volume of discovery increased to 178,000
    documents, the time frame should have been lengthened. Third, the Commission
    contends that it could have amended its complaint to state a viable claim.
    The first two arguments are fatally flawed. The district court discussed the
    Commission’s failure to file an expert report and Mr. Donovan’s estimate after having
    already concluded that a fee award was appropriate.              The discussion of the
    Commission’s failure to file an expert report does not undermine the district court’s prior
    conclusion that an award of attorney’s fees was appropriate under Christiansburg.
    The Commission’s third argument is similarly flawed. That the Commission
    could have amended its complaint is beside the point. The Commission could not prove
    No. 11-2582        E.E.O.C. v. Peoplemark                                        Page 13
    a case based on the complaint as filed, and the Commission never attempted to amend
    its complaint.
    The Commission’s arguments being unpersuasive, the district court did not abuse
    its discretion when it awarded Peoplemark expert and attorney’s fees incurred after
    October 1, 2009. We must next consider whether the district court abused its discretion
    when it awarded Peoplemark its expert fees that predated October 1, 2009.
    F. Pre-October 1 Expert Fees
    This question raises the issue of whether an award of expert fees must cover only
    the same time as attorney’s fees. It would be tempting to hold that a court may only
    award expert fees temporally concurrent with awarded attorney’s fees. While it may
    well be reasonable in some cases for a district judge to award expert fees—as a subset
    of attorney’s fees—for the same time period that attorney’s fees are awarded, this does
    not mean that awarding expert fees incurred during a different period is always
    unreasonable.
    The benchmark for awarding expert fees under the statute is reasonableness—a
    court may award “a reasonable attorney’s fee (including expert fees).”
    42 U.S.C. § 2000e-5(k). The district court is given a considerable amount of discretion
    to consider what award of fees is appropriate under the facts of the case. In fact, there
    is nothing in the statute as written that requires temporal concurrence between expert and
    attorney’s fees.
    Our holding that temporal concurrence is not required is confirmed by the fact
    that experts may proceed on a schedule distinct from that if the attorneys on the case.
    As required by Federal Rule of Civil Procedure 26(a)(2), a testifying expert must prepare
    a report that contains
    (I) a complete statement of all opinions the witness will express and the
    basis and reasons for them;
    (ii) the facts or data considered by the witness in forming them;
    (iii) any exhibits that will be used to summarize or support them;
    No. 11-2582        E.E.O.C. v. Peoplemark                                         Page 14
    (iv) the witness’s qualifications, including a list of all publications
    authored in the previous 10 years;
    (v) a list of all other cases in which, during the previous 4 years, the
    witness testified as an expert at trial or by deposition; and
    (vi) a statement of the compensation to be paid for the study and
    testimony in the case.
    Fed. R. Civ. P. 26(a)(2)(B). Preparing an expert report will often require a considerable
    amount of time. Once an expert report deadline is set, an expert must promptly begin
    her work in order to complete the required report by the deadline, particularly in a
    complex case with stringent deadlines. An expert often works independently of the
    attorney to gather, convert into a reviewable format, and review the documents and other
    materials considered in forming the opinion that will underlie her opinion.
    Because a failure to timely complete the report will prevent the expert from
    testifying at trial, which may be fatal to a party’s claim, experts cannot wait and see if
    a disposition motion is granted or if a case becomes frivolous before beginning their
    work. Until the court dismisses the case or the parties agree to a voluntary dismissal, all
    of the testifying expert’s work is necessary to the formulation of the expert’s opinion and
    the preparation of the expert’s report. In our view, so long as the prevailing party acted
    reasonably in hiring the expert, the fees incurred were reasonable, the work conducted
    was reasonable, and the standard from Christiansburg permits an award of expert fees,
    a court should be permitted to award a prevailing party’s expert fees independent of
    limitations on the award of attorney’s fees.
    Accordingly, we hold that the district court did not abuse its discretion when it
    awarded the entirety of the expert fees incurred by Peoplemark. The district court
    concluded that Peoplemark’s expert was necessary to Peoplemark’s defense. The district
    court reviewed the expert fees incurred by Peoplemark and found that they were
    reasonable. Having already found that the court was permitted to award expert fees
    under Christiansburg, the court was within its discretion to award the entirety of
    Peoplemark’s expert fees.
    No. 11-2582        E.E.O.C. v. Peoplemark                                         Page 15
    G. Documentation of the Expert Fees
    The Commission also argues that the district court abused its discretion because
    there was inadequate documentation of Peoplemark’s expert fees. We agree with the
    Commission that the party seeking fees must document the expert fees incurred and the
    work done. The statute requires that the expert fees be reasonable, and if the moving
    party did not present the court with adequate documentation, there would be no basis for
    the court to decide whether the fee was reasonable.
    We disagree with the Commission, however, that the documentation of
    Peoplemark’s expert fees was inadequate. The expert’s declaration in the motion for
    attorney’s fees contained the entirety of his bill, including entries for the data analysis
    by his firm. In total, the bill filled twenty-four pages and listed over 600 entries. Each
    entry itemized the work done and the time expended on the task. While the entries listed
    the work performed in a single word or short phrase—such as “research,” “document
    preparation,” and “telephone conference and review”—in the context of the entire bill,
    these general descriptions are enough for us to conclude that the district court did not
    abuse its discretion when it found that the fees were sufficiently documented.
    H. Excessiveness of the Expert Fees
    The Commission’s final argument is similarly unpersuasive. The Commission
    argues that the expert fees were excessive because the Commission’s expert found
    Peoplemark’s expert fees “astounding” and because, in her opinion, she would have
    charged hundreds of thousands of dollars less to do the same work. However, we cannot
    say that the district court abused its discretion when it concluded that the difference in
    cost between experts was reasonable in light of the facts that Peoplemark’s expert filed
    a timely report, whereas the Commission’s expert never completed a report; that the
    Commission’s expert had spent only 23.26 hours on her work, whereas Peoplemark’s
    expert had spent 123.55 hours; and that Peoplemark’s expert had done all of his work
    in-house, whereas the Commission’s expert had used an outside data management
    company. For these reasons, the district court did not abuse its discretion.
    No. 11-2582      E.E.O.C. v. Peoplemark                                    Page 16
    CONCLUSION
    For the foregoing reasons, we AFFIRM the decision of the district court.
    No. 11-2582             E.E.O.C. v. Peoplemark                                                       Page 17
    _________________
    DISSENT
    _________________
    CARR, District Judge, dissenting. After reviewing the record1 and decision of
    the district court, I am left with a “definite and firm conviction that the trial court
    committed a clear error of judgment” in awarding fees and costs to Peoplemark. Logan
    v. Drayton Hudson Corp., 
    865 F.2d 789
    , 790 (6th Cir. 1989). A district court abuses its
    discretion when it “applies an erroneous legal standard, misapplies the proper legal
    standard, or relies on clearly erroneous facts.” Id.
    In Christiansburg Garment Co. v. Commission, 
    434 U.S. 412
    , 422 (1978), the
    Supreme Court held, a court should not assess attorney’s fees against a plaintiff unless
    the court finds that his or her claim was frivolous, unreasonable, or groundless, or that
    the plaintiff continued to litigate after it clearly became so. After a thorough review of
    the record, I find it was clearly erroneous for the trial court to conclude both that the
    Equal Employment Opportunity Commission’s (EEOC) case was meritless from the
    outset and that the EEOC should have known that its case was meritless as of October
    1, 2009.      I also find clearly erroneous, the court’s conclusion that the EEOC’s
    1
    Most simply put, my disagreement with the majority’s analysis and result arises from my
    different reading, as explicated in this dissent, of the record. Where the majority sees mis-focus and
    dilatoriness on the part of the EEOC, I see an effort to gain information to refocus and reassess the
    defendant’s conduct and practices, and, as importantly, obstructive tactics on the defendant’s part that
    needlessly, but successfully, ate up much of the time the court allocated for discovery. That success had
    a domino effect, causing delay in the EEOC’s acquisition and assessment of crucial information (which
    was vastly more extensive than the EEOC had anticipated). That, in turn, plus unanticipated delays in
    creating the database essential to the expert’s analysis, made production of her expert report within the
    final deadline impossible. Had the court given the expert the additional six weeks to finish her work and
    submit the report, this situation would not have arisen.
    Without the expert’s report, it is easy to say by hindsight that the EEOC case was a complete misfire.
    Because the lower court did not grant the request for a very modest amount of time to finish the work on
    the report, neither it nor we can say that in fact there was “no there there” to the agency’s claim of
    discrimination. While her report may have confirmed that assessment, it may also have provided the sine
    qua non evidence of discrimination in placement sufficient to enable the EEOC to prevail.
    I remain convinced that the lower court abused its discretion in not allowing the very modest bit of
    additional time needed to complete the expert’s report, which was crucial to its case. In doing so, the court
    disregarded the cumulative effects of the defendant’s obstructionist tactics during earlier stages of the case.
    The time the lower court took to respond to the defense generated discovery disputes enhance the
    effectiveness of those tactics.
    No. 11-2582          E.E.O.C. v. Peoplemark                                       Page 18
    prosecution of the case was so unreasonable as to justify an award of fees. For these
    reasons, addressed in more detail below, I respectfully dissent.
    To fairly assess both the reasonableness of the EEOC’s prosecution of the case
    and the merit of the case itself, it is necessary to lay out the proceedings in the lower
    court in considerable detail. One cannot fairly assess the propriety of a fee award in this
    case without a close reading of the documents filed with the court. Only through a
    thorough review of the documents can one understand the variety and content of the
    employment application materials that Peoplemark provided to the EEOC during
    discovery. On must also thoroughly review the documents to understand the EEOC’s
    considerable task of processing and analyzing Peoplemark’s employment application
    documents. As such, and at the risk of retracing a few of the steps the majority
    discusses, I begin with a rather lengthy description of the presuit investigation and lower
    court proceedings.
    I. Factual Background
    A. Investigation
    Peoplemark is a temporary employment agency, which refers individuals for
    placement with client-employers. The company primarily provides workers for light
    industrial jobs, such as packaging, warehousing, assembly, and some machine
    operations. It also assigns people to some receptionist and clerical positions.
    Peoplemark currently has four offices: Grand Rapids, Michigan, Memphis, Tennessee,
    Owensboro, Kentucky, and Orlando, Florida. Until 2006, it also had an additional office
    in Livonia, Michigan.
    1. Charge and Statement of Position
    In May, 2005, Sherri Scott filed a charge of discrimination against Peoplemark
    with the EEOC. Scott alleged that after she applied at the Peoplemark office in Grand
    Rapids, Michigan, Peoplemark’s interviewer told her she would not be hired because she
    had a felony conviction. Scott alleged that Peoplemark rejected her application because
    of her race and felony conviction.
    No. 11-2582           E.E.O.C. v. Peoplemark                                         Page 19
    From 2005 to 2007 the EEOC investigated the charge.
    At the outset of the investigation, Peoplemark provided the EEOC with a written
    statement of position conceding that it uniformly rejects felon candidates. Peoplemark
    confirmed that its interviewer told Scott that she could not continue in the application
    process because she had prior convictions. Peoplemark also informed the EEOC that it
    handled similarly all candidates with convictions. Peoplemark argued that its client’s
    refusal to hire felons for “security, safety, and other legitimate business reasons”
    provided the company with an appropriate business justification for rejecting felon
    candidates.
    a. Letters from Chief Counsel
    Throughout the EEOC’s investigation, Judd Osten (Osten), Vice President and
    Chief Counsel for Peoplemark, continued to assert that Peoplemark did not hire felons.
    Osten sent letters to the EEOC on October 31, 2005 as well as June 12 and December
    1, 2006, expressly stating that Peoplemark rejects all felon applicants.
    In his first letter, Osten provided information specific to the Grand Rapids office.
    He stated that the office uses a bifurcated application process to screen out felon
    applicants. It did so, he stated, because Peoplemark’s client-employers refuse to employ
    felons.
    The first step in the process involves an information sheet, on which an applicant
    indicates only his or her name and whether he or she has an existing or pending felony
    charge or conviction. After the applicant fills out the information sheet, a staff member
    searches the public record to confirm the accuracy of the applicant’s disclosures.
    Applicants without a felony conviction proceed to the second step – filling out an
    employment application.
    In his second letter, Osten stated that Peoplemark, Inc., never hires felons. Osten
    did not state explicitly whether he was referring to all Peoplemark offices:
    It is the practice of Respondent not to accept applications for placement
    in temporary assignments of individuals with felony conviction records
    No. 11-2582            E.E.O.C. v. Peoplemark                                                    Page 20
    because they pose too great a risk to Respondent and its clients . . .
    Respondent’s clients are generally aware that it does criminal
    background checks on all of its candidates for temporary placement, but
    [Respondent] has made no independent inquiry of its clients as to which,
    if any, would accept personnel with a felony conviction record. It has
    received no request from any client for the assignment of an employee
    with a felony conviction record. The following [four] clients have orally
    advised Respondent that they do not wish to have anyone with a felony
    conviction assigned to their accounts: Pridgeon & Clay; Zondervan;
    Team Industries; and Adac Automotive.
    In his third and final letter during the investigation, Osten stated explicitly that
    Peoplemark had a company-wide practice of rejecting felon candidates: Peoplemark will
    “stipulate that the practice of screening out applicants with felony conviction records,
    which is at the core of this matter, is used in all of our offices throughout the country.”2
    Based on Scott’s charge, Osten’s statements, and 18,000 cover sheets3 covering
    one year of applicants in the Grand Rapids office, the EEOC attempted to conciliate the
    dispute.4 The EEOC was ultimately unable to conciliate the matter. It issued a cause
    letter of determination on September 10, 2007.
    2
    Contrary to Peoplemark’s repeated assertions that Osten made this statement only during the
    investigation phsase of this case, Osten asserted the same belief in his December 2009, deposition. At that
    time, long after this suit had been pending, he again stated, that Peoplemark maintained a “generally well-
    known” practice of not hiring felons.
    3
    The cover sheets covered only a one year period and indicated only the name of an applicant and
    whether he or she disclosed a felony conviction. Based on Peoplemark’s representation that it hired no
    felons during this period, the EEOC assumed that, at a minimum, those applicants who had disclosed a
    conviction were not placed in temporary positions. From there the EEOC used statistical formulas to
    estimate the percentage of those individuals who were black. It used this methodology to attempt to
    conciliate the case.
    4
    Unlike other federal agencies, the EEOC does not use its investigations to gather the maximum
    amount of possible information to prosecute cases within the agency administrative hearing process. The
    EEOC aims only to gather enough information to move the parties toward an informal agreement settling
    charges of discrimination. See discussion infra. The EEOC alleges that during the conciliation it used a
    formulaic approach to propose an amount of backpay for a group of hundreds of African Americans. It
    calculated the proposed settlement amount based on the average wage and duration of a temporary
    assignment. According to the EEOC, it never claimed to have identified particular individual victims or
    amounts owed to them during the investigation.
    No. 11-2582           E.E.O.C. v. Peoplemark                                                Page 21
    B. Filing Suit and Initial Case Management Order Deadlines
    On September 29, 2008, the EEOC filed suit in the United States District Court
    for the Western District of Michigan on behalf of Scott and similarly situated African
    Americans.
    The EEOC alleged:
    Since at least May 2005, Defendant Employer has engaged in unlawful
    employment practices at all of its facilities in violation of Section 703 (a)
    of Title VII, 42 U.S.C. § 2000e-2(a). The Defendant's unlawful
    employment practices include maintaining a policy which prohibits the
    hiring of any person with a criminal record. Such policy has had and
    continues to have a disparate impact on African American applicants.
    The effect of the practices complained of in paragraph 7, above, has been
    to deprive Scott and similarly situated African Americans of equal
    employment opportunities and otherwise adversely affect their status as
    applicants for employment.
    On January 9, 2009, a Magistrate Judge held a case management conference.
    The parties set deadlines:
    1) identify experts: 6/30/2009
    2) produce expert reports: 8/31/2009
    3) close of discovery: 12/31/2009
    4) bench trial: 7/16/20105
    C. Discovery Disputes and Electronic Document Production
    Had discovery proceeded without incident and attended delays, the original
    deadlines would have given the EEOC seven and a half months to gather information
    and produce its expert reports.
    Unfortunately, discovery was not uneventful. Two discovery disputes consumed
    approximately five of the seven and a half months the EEOC expected to have for
    gathering factual information and preparing its expert reports. Various discovery related
    5
    At the Rule 16 conference the EEOC asked the court to postpone experts until the parties
    completed fact discovery. The court rejected the EEOC’s request and shortened the discovery period the
    EEOC proposed from fifteen to twelve months. See discussion, infra.
    No. 11-2582        E.E.O.C. v. Peoplemark                                        Page 22
    motions, conferences, and hearings occupied the parties from February to early August,
    2009.
    1. Discovery Dispute #1: Peoplemark’s Demand for a Complete Class List
    The first discovery dispute arose because the EEOC could not provide
    Peoplemark with a complete class list at the outset of discovery. On February 4, 2009,
    Peoplemark filed a single interrogatory asking for a class list, including contact
    information, of all black candidates that had been denied placement because of their
    felony convictions. The EEOC responded that it previously provided Peoplemark with
    the name and contact information of Sherri Scott and it was too early to identify the rest
    of the class.
    At the time of Peoplemark’s interrogatory, the only company records the EEOC
    possessed were the 18,000 initial information sheets applicants had completed in the
    Grand Rapids office during a one year period. The sheets contained only the applicants’
    names and whether they disclosed a felony conviction. The sheets did not contain the
    race of applicants, or any other personal identification information from which the
    EEOC could identify race with any reasonable degree of accuracy. The sheets also did
    not indicate whether Peoplemark had actually placed any of the applicants who had
    noted a felony conviction on the information sheets.
    a. Peoplemark’s Motion to Compel and the EEOC’s Response
    Unsatisfied with the EEOC’s answer to its interrogatory, Peoplemark filed a
    motion to compel. The Magistrate Judge granted the motion and sanctioned the EEOC
    for failing to produce a class list in response to Peoplemark's interrogatory. The judge
    ordered the EEOC to produce a class list by May 1, 2009.
    In response to the motion to compel and the Magistrate Judge’s order, the EEOC
    explained that it was impossible to produce a complete or accurate class list without all
    of Peoplemark’s application records for the relevant time period. The EEOC had no
    record of which applicants Peoplemark had placed, nor did it have the applicants’
    No. 11-2582            E.E.O.C. v. Peoplemark                                                    Page 23
    personal identification information - it could not identify accurately the race of
    applicants without their personal information.
    In a word, the Magistrate Judge had, early on in the case, placed the EEOC in a
    classic Catch-22 situation – from which the EEOC was never able to extricate itself.6
    To resolve the discovery dispute, the EEOC provided its best guess as to a list
    of 286 persons with individual claims for relief. On providing the list of potential
    victims, the EEOC reiterated its position, stated previously in its answer to Peoplemark’s
    interrogatory, that this was only a potential list of some possible victims, not a class list.
    The EEOC stated, inter alia:
    Although the investigation uncovered a number of applicants with
    criminal records believed to be African American, the Commission has
    not yet determined the magnitude of the class and is in the process of
    gathering additional information from Defendant in discovery so that it
    may identify the definitive class for purposes of this litigation.
    On March 5, 2009, the EEOC timely served its Answer to Peoplemark's
    first Interrogatory:
    INTERROGATORY NO. 1: Identify by name and address each and
    every individual whom you maintain has been discriminated against by
    the alleged employment policy/practice which is the subject of this
    lawsuit.
    ANSWER: Plaintiff previously identified Sherri Scott, 718 Broadway,
    Apt. 2G, Niles, MI 49120. To the extent this interrogatory seeks the
    identities of individuals other than Ms. Scott, this request is pre-mature
    because discovery has recently commenced and is on-going. Plaintiff
    will develop the class of victims during discovery and supplement this
    response at a later time.
    [I]n an effort to resolve this discovery dispute, the EEOC is willing
    to provide you with information regarding applicants believed to be
    African American and who had disclosed criminal convictions on
    their application with Peoplemark.           Based on Defendant's
    representation that no individual with a felony conviction was hired,
    6
    In my view, the Magistrate Judge’s order constituted plain error. It ordered the EEOC to identify
    class membership without a basis for being able to do so. The information Peoplemark had provided was
    barren of the basic data – race of applicants, whether they had felony records, and whether they had,
    despite a felony record, been placed – that the EEOC needed to comply with the interrogatory. The
    Magistrate Judge compounded the error and abused his discretion when he imposed sanctions.
    No. 11-2582          E.E.O.C. v. Peoplemark                                              Page 24
    we believe that these individuals may form part of the class in the
    instant case. However, please be advised that the EEOC makes no
    representation that this list is all inclusive as it is based upon the
    limited scope of information Peoplemark provided during the
    administrative investigation. Consequently, we anticipate that
    individuals may be removed from and added to the list as discovery
    progresses. Until substantial discovery is completed, the magnitude of
    the class cannot be determined.
    Peoplemark argues that because it produced a large volume of
    employment applications and other documents, during what it describes
    as an "extensive" administrative investigation, the Commission should
    have established the class during its investigation . . . Defendant is
    incorrect in its argument for several reasons. First, the administrative
    investigation was not as over broad as Defendant attempts to suggest. In
    fact, the Commission made several compromises regarding the scope
    of its documentary information requested by limiting the time frame to
    March 2004 through November 20067, and seeking only the first
    page of each employment application instead of all documents
    related to the application process. Second, there was nothing in the
    documents Peoplemark produced which revealed the race of
    applicants. Consequently, and as a required part of its investigation, the
    Commission took further investigative measures to identify
    applicants by race to the extent possible. In light of Peoplemark's
    no-felony-conviction policy, all applicants with felony convictions
    identified during the investigation as African American were treated
    as the putative group of victims harmed by Peoplemark's policy.
    Accordingly, the Commission attempted to conciliate this matter
    based on this putative group of victims who it believed were harmed
    by Defendant's policy.
    Regardless, now that the parties are in litigation, the Commission is
    required to define the class with more precision and has served
    Peoplemark with written discovery requests (which include requests for
    all previously incomplete application materials and all applicant
    information to the present) in an effort to obtain information needed to
    determine the scope and identities of the class.
    (Emphasis added).
    7
    Ultimately, emails between Peoplemark and the EEOC show that the EEOC only received one
    year of information sheets.
    No. 11-2582             E.E.O.C. v. Peoplemark                                                      Page 25
    2. Discovery Dispute #2:
    The EEOC’s First Set of Interrogatories and
    Requests for Document Production
    Prior to sending its own interrogatories on March 4, 2009, the EEOC underwent
    a comprehensive drafting process with its electronic document experts. While still
    working to resolve the first discovery dispute the EEOC served its first set of fifteen
    interrogatories and document requests on Peoplemark. Unfortunately, the format of the
    EEOC’s interrogatories gave rise to a second time consuming discovery dispute.8
    For approximately eighty days, Peoplemark refused to answer the EEOC’s
    interrogatories. Peoplemark made a numerosity argument: subparts of questions counted
    as additional questions, and thus, the EEOC had really served seventy interrogatories,
    instead of the limit of twenty-five stated in the case management order. After repeated
    attempts to obtain answers to its interrogatories, the EEOC contacted the case manager
    to clarify the local rule on subparts. The case manager told the EEOC that subparts were
    allowed and Peoplemark should answer the interrogatories.9
    On May 21, 2009, Peoplemark finally agreed to answer all the interrogatories.
    However, Peoplemark still refused to produce the requested employment applications
    and information sheets.
    8
    Although the sample interrogatory in the record is complex, its segmentation appears to be an
    effort to help, not hinder Peoplemark.
    9
    The details of how the interrogatory dispute proceeded are: In its April 7, 2009, response to the
    EEOC, Peoplemark answered only interrogatory No. 3(b). Peoplemark refused to produce any information
    responsive to the EEOC's requests for application documents. On April 24, 2009, April 30, 2009, and May
    7, 2009, the parties discussed the numerosity issue. On May 7, 2009, Peoplemark answered the EEOC's
    interrogatories through No. 6.c.(2), asserting the same numerosity argument. On May 18, 2009, the EEOC
    contacted the court's case manager to clarify the local rule on subparts. The case manager advised that the
    court permitted subparts and the parties should construe the Case Management Order's twenty five question
    limit accordingly. The EEOC immediately conveyed this information to Peoplemark. On May 19, 2009,
    Peoplemark emailed the EEOC and stated that it was inappropriate for the EEOC to contact the court
    independently on the subpart issue. On May 20, 2009, Peoplemark offered to answer the remaining
    interrogatories if the EEOC agreed that it would not serve additional interrogatories without seeking the
    court's leave. The EEOC rejected the proposal and stated that Peoplemark needed to answer the remaining
    interrogatories within ten days to avoid a motion to compel. Peoplemark answered the remaining
    interrogatories, but it still refused to produce the applications and information sheets the EEOC requested
    in its first set of interrogatories and request for production of documents.
    No. 11-2582        E.E.O.C. v. Peoplemark                                       Page 26
    On May 22, 2009, the EEOC filed a motion to compel production of the
    applications and information sheets.
    On June 2, 2009, the EEOC received a supplemental correspondence from
    Peoplemark stating that it would make the documents available for copying and
    inspection at a mutually agreeable time and place at its offices in Michigan, Tennessee,
    Florida, and Kentucky. In response, the EEOC withdrew its motion to compel
    Well into July, Peoplemark had still failed to provide specific dates when the
    documents would actually be available to the EEOC at the company’s various locations.
    Nearly ninety days passed between the time the EEOC served the document
    requests and when Peoplemark agreed to produce the documents.
    3. The EEOC’s Request for Electronic Document Production
    After a lengthy fight to gather information about what types of electronic records
    Peoplemark maintained, the EEOC asked Peoplemark to produce its e-documents.
    On June 22, 2009, Peoplemark served its answers to the EEOC's request for
    production of electronic applicant data. Peoplemark agreed to provide the data at a time
    that was mutually convenient to both parties. In mid-July Peoplemark produced its first
    version of an e-database with limited applicant information. The database contained
    applicant placement information for three of the five offices, but, according to the
    EEOC, the agency was unable to access much of the information because Peoplemark
    failed to provide the agency with necessary passcodes. The EEOC alleges that
    Peoplemark did not provide a fully searchable database until mid-September 2009.
    D. Motions to Extend/Amend Case Management
    Order and Peoplemark’s Document Production
    1. First Motion to Extend: June 29, 2009
    On June 16, 2009, Peoplemark’s attorney phoned the EEOC to propose a two
    month extension of the deadline to name experts. The extensive discovery disputes had
    consumed the first five months of the discovery period. Under the original case
    No. 11-2582         E.E.O.C. v. Peoplemark                                        Page 27
    management order the EEOC had only two months remaining to collect, copy, scan,
    streamline, code, statistically analyze, and report on four years of applicant data located
    in four different states.
    The EEOC concurred with Peoplemark’s request and added that an extension for
    producing expert reports was also necessary. The EEOC stated that it would need
    considerable time to obtain the documents, process the data, and produce an expert
    analysis.
    On June 23, 2009, the EEOC followed up with Peoplemark regarding extending
    the deadlines in the case management order. The agency provided Peoplemark with its
    proposed amended deadlines. Over the next week the EEOC tried unsuccessfully to
    reach Peoplemark’s attorney numerous times.
    On June 29, 2009, one day before the initial deadline for disclosing experts,
    Peoplemark’s attorney abruptly reversed course and informed the EEOC that the
    company was no longer willing to stipulate to revised deadlines which Peoplemark had
    initially proposed. The same day, immediately after learning that Peoplemark refused
    to proceed as planned, the EEOC filed its first request to amend the case management
    order.
    In its first motion to amend the case management order, the EEOC explained that
    two discovery disputes had consumed more than five months of discovery time, and that
    the EEOC had tried unsuccessfully to reach an agreement for amended case management
    deadlines with Peoplemark. The EEOC proposed new deadlines:
    1) identify experts: 9/4/2009
    2) produce expert reports: 2/5/2010
    3) close of discovery: 6/30/2010
    The EEOC’s proposed amended case management order allowed the agency a
    little over seven months to: 1) copy and scan information at Peoplemark’s offices in four
    different states; 2) send the raw applications, information sheets, and other employee
    No. 11-2582                E.E.O.C. v. Peoplemark                                                 Page 28
    documents to a document processor to create an e-database; and 4) send the e-database
    to its statistical expert to code, run statistical formulas, and write an expert analysis.10
    On July 6, 2009, Peoplemark filed a motion to dismiss, which the court denied
    the next day.
    On July 16, 2009, the Court granted a thirty day extension for both the
    identification of experts and the production of expert reports. The court also allowed the
    parties an additional fourteen days of discovery. This de minimis extension gave the
    EEOC only two months to collect, copy, scan, process, code, and analyze the applicant
    information contained in Peoplemark’s records.
    The EEOC immediately informed the court that it would be unable to meet the
    first amended case management order. The court responded that the parties were free
    to file motions and be heard by the court on the issue of further extensions.
    2. Second/Renewed Motion to Extend: July 23, 2009
    Accordingly, on July 23, 2009, the EEOC filed a renewed motion requesting the
    same extended deadlines it had asked for in its June 29, motion to amend the case
    management order.11
    In addition to reiterating the substantial amount of time the discovery disputes
    had consumed, the EEOC explained why the agency had failed to start copying and
    10
    At various times throughout discovery, the EEOC's statistical/labor economist expert, Dr.
    Janice Madden, filed affidavits in support of the EEOC’s requests to extend deadlines. She explained that
    data processing took place in two parts and was the most time consuming phase of statistical analysis.
    First, a document processor needs to create a uniform e-database of applicant information from the variety
    of raw applicant/employee materials. Although a statistic's expert could do this step as well, Madden
    explained that it is cheaper and more efficient to outsource the first task to a data processing company.
    According to Dr. Madden, after the e-database is complete, a team of experts must numerically code the
    descriptive data listed in the e-database so that it can be plugged into statistical formulas on a computer.
    Dr. Madden explained the coding task:
    By using the terms "coding the data," I am referring to the process by which the electronic entry of
    alphameric information is transformed into a variable format that a statistical program can interpret. For
    example, the data entry of a hypothetical item such as "graduated Central high school" could be coded as
    "12" for years of education or as "1" for a variable indicating whether the applicant is a high school
    graduate (or with a "0" for someone who has not graduated).
    11
    The EEOC requested an additional week for each deadline to take into account the Christmas
    holiday.
    No. 11-2582        E.E.O.C. v. Peoplemark                                        Page 29
    scanning the paper records in Peoplemark’s offices in Michigan, Tennessee, Florida, and
    Kentucky.
    The EEOC stated that although, on June 2, Peoplemark had agreed to make the
    documents available at a mutually convenient time, Peoplemark had not yet provided a
    formal date when the EEOC would be allowed access to the documents at the four
    locations.
    In addition, the EEOC explained that it was required by federal law to use a
    bidding process for hiring outside vendors and expert witnesses. The EEOC described
    the numerous steps that it had taken in the month and a half since Peoplemark agreed to
    make the documents available: 1) the EEOC consulted, as required, with the EEOC’s
    Research and Analytical Services Division, which determines the number of vendors and
    experts likely to be needed for a case; 2) the EEOC attorneys initiated a bidding process,
    as required, to hire a document processor and two expert witnesses; 3) the EEOC
    attorneys obtained approval of the document processor contract on July 21, 2009; and
    4) the EEOC attorneys recommended two experts for formal approval.
    The EEOC acknowledged that it was still awaiting formal approval of the expert
    contracts and did not expect them to be approved in the week remaining before expert
    identification deadline. The EEOC further stated that the court’s suggestion in the July
    16, 2009, status conference that the EEOC use its small in house research staff to
    complete the data analysis was not feasible.
    Although the EEOC’s experts had not been formally approved within the court’s
    expert identification deadline, the EEOC attorneys were ultimately able to obtain
    exceptional approval from the government to identify two experts on July 31, 2009, to
    meet the court’s deadline.
    The agency identified expert sociologist, Dr. Devah Pager, and expert labor
    economist/statistician, Dr Janice Madden.
    No. 11-2582         E.E.O.C. v. Peoplemark                                        Page 30
    a. Hearing on Second/Renewed Motion to Extend
    On August 6, 2009, after the EEOC identified its experts, the court held a hearing
    on the EEOC’s second/renewed motion to amend the case management order. The
    transcript of the hearing reveals the district court’s misunderstanding of the nature and
    extent of the EEOC’s: 1) task of preparing an expert statistical report, and 2) presuit
    investigation process- the statistical proof the EEOC was required to gather before filing
    suit. I discuss the hearing at length because I believe the lower court’s flawed
    understanding is highly relevant to both the merits inquiry and procedural abuse analysis
    that the lower court performed before assessing fees.
    The court began by stating that it applied a “good cause” standard to granting
    motions to amend. Under this standard, the court required a party to show that it acted
    diligently but was still unable to meet the established deadlines. The court expressed its
    concern that the EEOC acted dilatorily when it failed immediately, or at least more
    quickly, to obtain its experts.
    The EEOC responded that it had acted diligently, but it was still unable to
    produce its expert reports on time. The EEOC stated that it began the process of
    researching, writing, and revising expert contracts in December 2008 or January 2009
    at the latest (less than one month after filing the case). The agency also explained that
    federal regulations required it to follow a bidding process for hiring vendors and experts,
    and the EEOC attorneys could not legally circumvent the internal agency protocols.
    In response to the EEOC’s explanation of its efforts the court stated that
    “protocols within the agency can’t govern the civil procedure process, and [the agency
    had] to have good faith at the start.”
    The court went on to express concern that the EEOC waited sixty days to serve
    its first set of interrogatories, to which the EEOC responded that during that time the
    agency was working diligently with its electronic document experts to craft its
    interrogatories for Peoplemark. The agency stated that it needed to see what Peoplemark
    No. 11-2582        E.E.O.C. v. Peoplemark                                         Page 31
    produced in its Rule 26 disclosures before it could begin drafting its first set of
    interrogatories.
    The EEOC explained that after receiving Peoplemark’s Rule 26 disclosures, the
    agency’s attorneys and experts underwent an extensive joint drafting process. This was
    necessary, according to the EEOC, because the first set of interrogatories sought
    information regarding electronic storage systems and formats of electronically stored
    documents.     For this reason, the EEOC attorneys could not simply draft the
    interrogatories themselves – they were not computer experts.
    The EEOC also clarified for the court that it could not simply modify an existing
    interrogatory template. Rather, based on documents provided in Peoplemark’s Rule 26
    disclosures, the EEOC needed to craft interrogatories specific to the electronic programs
    they believed were in use at Peoplemark’s offices.
    The court replied that the EEOC could have limited the number of Peoplemark’s
    offices that it included in the suit if it was concerned about meeting deadlines. The court
    also stated that it had been generous with scheduling and never had such issues with a
    government litigant.
    In the court’s opinion, “[P]art of coming to court is having the court put
    reasonable limits on and see which parties make it through that process and which
    parties don’t, and that’s part of the way we drive to a result.”
    The EEOC responded that although the government’s internal protocols
    contributed to some delay in the EEOC’s ability to physically go out and start copying
    and scanning documents, the government’s protocols were not the sole or even the main
    reason the EEOC was unable to meet the court’s deadlines.
    The EEOC reiterated the discovery disputes laid out in both its first and second
    motions to amend the case management order. The EEOC argued that if Peoplemark had
    not waited over two months to answer the EEOC’s first set of interrogatories and over
    ninety days to agree to produce documents, then, despite delays caused by government
    regulations, the EEOC likely would have been able to request and secure someone to
    No. 11-2582        E.E.O.C. v. Peoplemark                                        Page 32
    gather the documents much sooner. Furthermore, during the time the EEOC was
    processing those documents it could have finalized the contract for its statistical expert
    who, up to that point in the process, would have been totally unnecessary.
    The court’s response was:
    Well, the documents part addresses whether you make the expert report
    deadline, and we don’t know that. I mean, when we talked in July, you
    didn’t think you’d make the [expert identification] disclosure deadline,
    and you did . . . And if you have a report deadline that’s still, what,
    60 days away, even though that seems impossible now, maybe you’ll
    make that too . . . Or maybe you’ll come close or make it in part. Or
    maybe having the deadline will mean that you’d get a lot closer to it than
    you would if the deadline were extended. I mean, the reality of the
    deadline is it marshals resources that we didn’t even know we had.
    That’s just what a deadline does.
    The court proceeded to reprimand the EEOC for not filing a motion to compel
    after Peoplemark stalled in setting a date for production. The EEOC responded that it
    was hesitant given the court’s resolution of its first motion to compel and the court’s
    earlier award of sanctions.
    Throughout the remainder of the hearing, the court continued to speculate, in the
    face of Dr. Madden’s affidavit, that it might be possible for the EEOC to copy, scan,
    create an e-database, code, analyze, and produce a report in the next sixty days. The
    EEOC firmly maintained that it was absolutely impossible for it to do so. The EEOC
    stated that it was able to identify experts only because it obtained exceptional approval,
    but it was physically impossible to do the work necessary to produce the expert reports
    in sixty days.
    In response to the EEOC’s firm statement that it was absolutely impossible to
    complete all the steps required to produce an expert report in sixty days, the court
    retorted, “I’m suspecting in September [the deadline for producing expert reports] you
    may have another vision of how powerful and effective you really are.”
    After the lengthy dialogue between the court and EEOC, Peoplemark announced
    that it had asked all of its offices to send the documents requested by the EEOC to
    No. 11-2582           E.E.O.C. v. Peoplemark                                        Page 33
    Memphis. Peoplemark stated that it had already scanned all of the documents from the
    Grand Rapids office. The company stated that it had put the information onto two discs
    and the day before sent the discs to the EEOC. Peoplemark stated that it would do the
    same for the remaining offices.
    The EEOC responded with surprise to Peoplemark’s decision immediately to
    scan and produce all of the documents. The agency stated that the company’s offer came
    as quite a shock in light of its previous refusal to provide the documents and its reluctant
    agreement, after a ninety day wait, to provide the documents only after the court issued
    a protective order. The EEOC told the court that, assuming the discs were complete,
    Peoplemark’s offer to copy and scan the paper records would reduce by two weeks the
    time the EEOC needed to produce its expert reports.
    The court closed the hearing by restating that it still believed the EEOC could
    “marshal the resources” necessary to meet the deadline, but if the EEOC was unable to
    do so, then it could approach the court again in the next sixty days to discuss the matter
    further.
    On August 7, 2009, the court formally denied the EEOC’s second/renewed
    motion to amend the case management order.
    I. Peoplemark’s Document Production After the
    Hearing on the Second Motion to Amend: 8/11- 9/17/2009
    On August 11, 13, 14, 17, 18-21, 25, and September 17, 2009, the EEOC
    received discs containing full paper application information. The EEOC made forensic
    copies of the information and overnight mailed the discs to its document processor.
    Thus, for the first time in the litigation, the EEOC had in its hands the data it
    needed to compile its statistical analysis, prepare its experts reports, and ascertain with
    a significant degree of certainty those persons who would be class members. Despite
    this fact, the agency found itself between the Scylla of the work it needed to do an
    Charybdis of the court’s inflexible view towards its deadline. The court refused to
    acknowledge the fact of the long-delayed, but essential document production. Moreover,
    No. 11-2582        E.E.O.C. v. Peoplemark                                        Page 34
    the court assumed, based on its subjective speculation that the agency was exaggerating
    the time needed for its experts to do their work.
    The volume of the disclosure, as finally received, was far more extensive than
    the EEOC had anticipated:        namely, 178,000 pieces of paper, rather than the
    approximately 50,000 pages the agency had expected to receive – an increase of more
    than 250%.
    The fact that Peoplemark produced 250% more documents than the EEOC had
    originally anticipated added considerably to the amount of time the EEOC’s data
    processor needed to pull information from the applications and enter the information into
    a standardized format. Quite simply, more applications required more processing time.
    The EEOC’s document processor stated in its affidavit in support of the third renewed
    motion to extend that each additional 1,000 pages would likely require an additional one
    business day to process.
    The EEOC’s document processor also informed the court that there had been a
    noticeable deterioration in data CDs Peoplemark produced. At first, Peoplemark
    provided the EEOC with neatly labeled documents, with images and corresponding text,
    which was presented in a logical, well-named hierarchical folder schema.
    As time went on, Peoplemark no longer organized or labeled the documents
    according to any ascertainable presentation schema. Peoplemark failed to put the
    electronic documents in folders. Peoplemark’s reduced organization forced the document
    processor to have to wade through non-critical documents such as I-9 forms and drug test
    consent forms to find the relevant applicant information that it needed to complete an e-
    database for the EEOC’s experts.
    4. Third Motion to Amend: Request to Extend
    Deadline for Dr. Madden’s Statistical Report: 9/24/2009
    On September 24, 2009, the Commission filed its final motion to amend the case
    management order. It requested an extension for filing Dr. Madden’s statistical analysis
    report. The EEOC stated that it would produce Dr. Devah Pager’s report under the
    No. 11-2582        E.E.O.C. v. Peoplemark                                        Page 35
    previously established deadlines with the caveat that it be allowed to supplement that
    report once the information database was complete.
    Dr. Pager’s report detailed the disparate conviction rates between blacks and
    whites in society generally and in the communities where Peoplemark has offices. The
    EEOC was able to produce Dr. Pager’s report because it did not necessarily require an
    analysis of Peoplemark’s employment records.
    In its third motion the EEOC again requested that the court give the agency until
    February 2010 to produce Dr. Madden’s report.
    The EEOC outlined its efforts to ship all discs to its document processor and its
    document processor’s efforts to enter the information from the raw application materials
    into a uniform e-database that the EEOC’s experts could code, analyze, and report.
    The EEOC attached affidavits from both its document processor and Dr.
    Madden. The document processor outlined its progress thus far, and stated that in its
    professional opinion, the e-database could not be provided to Dr. Madden’s team for
    coding and analysis before November 4, 2009, (thirty business days from the filing of
    the motion).
    Dr. Madden stated in her affidavit that after receiving the e-database her team
    would need at least three months to code, analyze, and report on the data from the 45,000
    applicants the document producer identified.
    Her affidavit in support of the motion explained in detail why she needed that
    much time to provide a report:
    Once the electronic or computerized data have been provided to me, a
    database which is currently being prepared by a litigation support vendor
    . . . , I must code the data into formats that a computer and a statistical
    program will recognize . . . I must review the data entered by the vendor
    for education . . . prior work experience, criminal records, shift desired,
    etc. This process of assigning a common, computer readable value for
    each characteristic for each of 45,000 applicants requires at least eight
    weeks.
    No. 11-2582        E.E.O.C. v. Peoplemark                                          Page 36
    Once these vast arrays of data are coded into a standard format . . . I
    apply widely accepted statistical formulas to calculate whether there are
    differentials in the likelihood of hire for those with criminal records . . .
    The application of these programs to the coded data requires at least three
    weeks.
    Finally, when the statistical results are available, I prepare a written
    report summarizing the approaches taken and the findings. The writing
    of the report requires my unassisted time, although the extensive
    checking of the report against the computer programs is performed by
    assistants . . . The writing of the report requires about two weeks, one of
    which must occur after the computer work has been completed.
    The EEOC has advised me that the completed electronic database will be
    delivered on November 4, 2009. Therefore, I believe that my expert
    report can be completed 12 weeks thereafter, or by February 11, 2009
    (given Econsult’s longstanding policy of closing during Christmas week).
    On September 30, 2009, the EEOC timely produced Dr. Pager’s report.
    On October 16, 2006, the Magistrate Judge declared that the EEOC’s third
    motion, including Dr. Madden’s affidavit, failed to make clear “how plaintiff expects to
    use Dr. Madden’s report to prove liability.” The court expressed concern that “Dr.
    Madden is not routinely coding in an applicant’s race for purposes of her analysis.”
    Further, the court stated:
    If the report is simply being used to prove that statistically people with
    felony convictions are less likely to be hired than people without felony
    convictions, defendants may not even dispute this point. . . The issue in
    this case . . . is whether the defendant categorically denies hire to any
    individual with a criminal record . . . If [it was true that Madden only
    seeks to show that people with convictions are hired less frequently], a
    continuance based on the need for Dr. Madden’s report would not be
    necessary.
    Instead of denying outright the EEOC’s request as it had done previously, the
    court asked for a supplemental report providing further explanation of why Dr.
    Madden’s report was absolutely essential to proving liability and why she needed all the
    fields of information to write her report.
    No. 11-2582         E.E.O.C. v. Peoplemark                                         Page 37
    5. EEOC’s Supplemental Brief in Support of
    Extending the Deadline to Produce Dr. Madden’s Report
    On October 23, 2009, the EEOC filed its supplemental memorandum, which
    included a second, more detailed affidavit from Dr. Madden. The EEOC stated that Dr.
    Madden’s statistical analysis was absolutely necessary to prove the causal element of its
    prima facie case.
    First, the EEOC explained that, although its pleadings asserted that Peoplemark
    maintained a categorical no-felon policy existed at Peoplemark, discovery had showed
    that Peoplemark had, in fact, placed a small number of applicants with prior felony
    convictions. Accordingly, the EEOC told the court that it did not plan to allege a
    categorical policy as the first element of it prima facie case. Instead, the EEOC planned
    to allege a policy of considering felony convictions in the pre-application and application
    processes used at Peoplemark’s offices.
    The EEOC also attempted to explain the substantiative employment
    discrimination law to the court. It told the court that it was not required to assert the
    same “categorical” policy alleged in its pleadings in its prima facie case. The EEOC
    stated to the court that it could prevail on its disparate impact claim as long as it showed
    Peoplemark had a policy that disparately impacted African Americans.
    Second, the EEOC stated that Dr. Madden needed to review the “applicant flow
    data and current work force data” in order “to determine whether the manner in which
    convictions are used at each facility has a disparate impact on African American
    applicants for those positions.”
    Dr. Madden provided an extremely thorough explanation of the expert analysis
    process. The most crucial excerpts from her second affidavit stated:
    [T]wo different analyses of the application and personnel information
    provided by Peoplemark are required:
    a. An analysis of whether applicants who report conviction records on
    their applications were less likely to be hired than those who did not
    report criminal convictions.
    No. 11-2582       E.E.O.C. v. Peoplemark                                            Page 38
    b. An analysis of whether African American applicants were more likely
    to report criminal convictions than were applicants from other ethnic
    racial groups.
    For [the first analysis] . . . I must take the information that applicants
    hand wrote on their applications, which includes the dates of any
    convictions and a description of the criminal charges, and code the
    information into a machine readable format. While the coding of dates
    into years is straightforward, the coding of charges is more complicated
    . . . I will use [the electronic database provided by the document
    processor], but I must first sort and group these entries in order to
    characterize convictions by their severity (felony vs. misdemeanor) and
    type (i.e., drugs, violent, theft, financial, etc.).
    In order to be sure that any differences in hiring between those with
    convictions and those with no convictions are associated with the
    convictions . . . it is necessary to analyze the likelihood of hire among . . .
    applicants with otherwise equivalent education and job histories . . . I
    must sort and group [education and job history information collected by
    Peoplemark in various ways] in order to characterize them in a way that
    a computer program can analyze.
    For education, I must determine the level. Applicants entered their
    education on the application in a variety of ways. Some wrote the name
    of the school and “yes” in the area where they were asked to enter grade
    level or degree completed. Others entered a degree and no school
    . . . Others only entered a school name . . . If convicts were less likely to
    have completed high school or attended college then an analysis that
    failed to consider the effects of education would inaccurately attribute a
    hiring differential to convictions.
    For work experience, I must determine the type and the amount.
    Applicants identify their last three employers, including the dates of
    employment, the company name, and the duties. Some enter complete
    dates, other seasons and years, others only years . . . It is important to
    categorize these descriptions into a consistent set of occupations to
    characterize the types of experience of candidates. This work requires
    the judgment of a labor economist who is trained to categorize jobs.
    My analysis relies on mathematical imputations to estimate the
    proportion of applicants who are African American, because
    Peoplemark’s application forms and related data do not ask individuals
    seeking employment to identify their race or ethnicity. People mark has
    provided the racial identity of persons hired, leaving the racial identity
    of rejected applicants unknown. Therefore, I must estimate the African
    American representation among applicants in order to compare the racial
    composition of applicants to the racial composition of hires.
    No. 11-2582         E.E.O.C. v. Peoplemark                                        Page 39
    . . . By weighing African American representation in each occupation and
    location pool according to the number of applicants in the pool and
    summing over all the pools for any hiring location, I can estimate African
    American representation in the pool. I then use standard statistical
    methodology to evaluate whether there is a difference between the racial
    compositions of the applicant pool and of those who are hired.
    The analysis of whether African American applicants were more likely
    to report criminal convictions than were applicants from other ethnic and
    racial groups requires that I compare the proportion of African
    Americans among all other applicants . . .
    . . . The writing of the report requires about two weeks, one of which
    must occur after the computer work has been completed.
    Although the court requested the supplemental briefing on the necessity of
    additional time for producing Dr. Madden’s report, it essentially disregarded Dr.
    Madden’s detailed recitation of the steps she needed to take and the time she would need
    to accomplish those tasks. See section F infra.
    On November 6, 2009, Valora timely produced the e-database to Dr. Madden’s
    team.
    E. December-January 2009: Depositions of Managers,
    Former Employees, and Chief Counsel
    From December 15, 2009, to January 12, 2010, the EEOC deposed managers
    from all of Peoplemark’s locations, former employees, and Peoplemark’s Chief Counsel,
    Osten.
    Peoplemark’s managers revealed that much of the felony-screening is driven by
    client preferences, and as a result, some offices hire felons while others do not.
    Peoplemark’s Tennessee manager stated that she received verbal instructions not
    to place ex-felons, she follows those instructions in the Memphis office, and she has no
    clients that accept ex-felons.
    Peoplemark’s Michigan manager stated that his office denies ex-felon applicants
    because it does not have clients willing to accept these applicants.
    No. 11-2582        E.E.O.C. v. Peoplemark                                          Page 40
    Peoplemark’s Kentucky manager stated that his office occasionally places
    applicants without first conducting background checks. If a later background check
    reveals a felony, Peoplemark informs the employer and allows it to decide whether to
    continue to employ the individual. However, if after an employee is placed Peoplemark
    finds a violent felony conviction or multiple convictions, then Peoplemark will terminate
    the employee itself.
    Peoplemark’s Florida manager disclosed the most liberal policy for placing ex-
    felons. According to the manager, the Florida office accepts applications from ex-felons
    and engages in a client driven screening process on a case by case basis in deciding
    whether to place the individual.
    On December 17, 2009, the EEOC deposed two former Peoplemark employees.
    Both of the individuals stated that Peoplemark placed them even though they had felony
    records and informed Peoplemark of their prior convictions.
    Finally, on December 16, 2009, the EEOC deposed Osten. The EEOC asked
    Osten why, during the administrative investigation, he repeatedly stated that Peoplemark
    had a blanket no-felon policy. Osten replied that he did not remember if he had asked
    someone else within the company before making the statements. His recollection was
    that it was “pretty generally well-known” that Peoplemark did not hire convicted felons
    and that clients did not want to hire convicted felons for various reasons.
    F. Court’s Partial Grant of Motion to Extend
    Deadline to Produce Dr. Madden’s Report
    Following depositions, on December 21, 2009, the Magistrate Judge agreed to
    give the EEOC until December 31, 2009, to produce Dr. Madden’s statistical analysis.
    This extension gave the EEOC’s expert a little over a month and a half to code, analyze,
    and write a report detailing the information contained in 45,000 applications. Although
    Dr. Madden had repeatedly informed the court that she needed three months from the
    time the document processor produced a uniform information database to complete her
    statistical analysis, the court gave her approximately half that amount of time.
    No. 11-2582            E.E.O.C. v. Peoplemark                                                   Page 41
    In determining what it believed to be an appropriate extension, the court relied
    on the EEOC’s statement in its second motion to extend that it would be able to process
    Peoplemark’s application documents and produce an expert report in three months time.
    The court relied on this timeframe even though the EEOC explicitly stated in that motion
    that its time estimate was based on Peoplemark producing 50,000 papers.12
    The court reasoned:
    Since all of the defendant’s documents were provided to the EEOC by
    August 24, 2009 (with the minimal exception of 600 pages found later in
    September), one could reasonably expect plaintiff to have produced its
    expert report by November 24, 2009, based on the opinion of its own in-
    house expert.
    In its earlier renewed motion to extend deadlines filed July 23, 2009,
    plaintiff stated it could provide its experts’ reports by February 12, 2010
    . . . of course, five months was considerably more than [the EEOC]
    estimated . . . and even with five months to complete the expert report,
    it would be done by December 31.13
    [It is] readily apparent that a substantial portion of the delay in this case
    has been the plaintiff’s lack of diligence in bringing the initial vendor up
    to speed.
    Finally, the court speculated that the EEOC’s failure to send Peoplemark’s e-
    records to its document processor substantially delayed processing.14
    12
    In my view, the Magistrate Judge’s failure to acknowledge the more than 250% increase in
    the volume of material that the agency and Dr. Madden had to work through constituted plain error.
    13
    It is unclear how the court concluded that December 31, 2009, was five months from August
    24, 2009. A date of January 24, 2010, would have been five months from August 24, 2009. The February
    11, 2010 date finally requested by the EEOC was extended slightly in order to accomodate the Christmas
    holiday.
    14
    It is true that the EEOC received CDs of Peoplemark’s e-records prior to receiving CDs of
    scanned copies of Peoplemark’s paper records. However, it is highly unlikely that sending the e-records
    to the document processor prior to August would have saved any time. Peoplemark’s expert relied on the
    company’s electronic application materials. The limited nature of his expert report shows the extremely
    scant data actually contained in Peoplemark’s e-records. For example, the report does not analyze felony
    convictions, suggesting the e-records did not contain felony information. Furthermore, the database
    contained zero placement information for either the Kentucky office or the Tennessee office. For the
    Grand Rapids, Livonia, and Orlando offices, the database contained only 13,079 “employee applications.”
    Thus, although, as the court stated, the e-database “represents the bulk of the personnel information
    electronically stored on CD’s that Peoplemark had,” it did not represent the bulk of personnel information
    held by Peoplemark generally.
    No. 11-2582        E.E.O.C. v. Peoplemark                                           Page 42
    The court went on to state an alternative hypothesis for the delay in producing
    expert reports:
    On one hand, it would appear [the document processor] should have had
    the overwhelming bulk of the data its [sic] hands no later than the end of
    August 2009, and that the EEOC was simply not being diligent in
    transferring it to [the document processor].
    There is a more probable explanation for the latest delay, however . . .
    [O]n July 31, 2009, the two experts identified by plaintiff had “not yet
    been retained” by the EEOC . . . Since Dr. Madden would not even have
    begun developing her protocol for [the document processor] to use until
    she was under contract, and she was not under contract until September
    2009, [the document processor] could not have begun its keypunching
    operation until sometime in September. Had plaintiff been diligent and
    hired its experts as soon as it decided to litigate the case (well over a year
    ago) or even in the initial months of the lawsuit (a year ago), or even
    during the first several months of 2009, [the document processor] could
    have started key coding the documents for the database as soon as
    discovery permitted (perhaps even beginning with the 18,500 documents
    plaintiff obtained during its administrative investigation).
    And had plaintiff been ready in the first half of 2009 to process
    documents it knew it would be receiving, it might have been more
    diligent in pursuing the discovery of those documents as soon as the case
    management order was in place.
    In light of all that plaintiff’s counsel have been told by the court in this
    case, one would have assumed that counsel would have hand-carried
    the necessary paperwork around the EEOC bureaucracy to get Dr.
    Madden hired immediately upon her being identified. That this did
    not happen only reinforces the conclusion that the EEOC is continuing
    what is tantamount to a “too big to fail” strategy. The EEOC has
    undertaken a major case which it is going to investigate and litigate at
    its own pace regardless of whatever discretion the court might
    attempt to exercise. Having not obtained the pretrial schedule it
    proposed at the Rule 16 conference, plaintiff has, by continually
    dragging its feet through discovery, and more particularly by failing
    to obtain crucial expert assistance in any kind of timely manner,
    sought to achieve the same result by presenting the court with a fait
    accompli.
    Had plaintiff made a serious attempt during the past year to adhere to the
    case management order, or had it made a more reasonable request for an
    extension of the expert deadlines, its position might be more tenable.. But
    No. 11-2582             E.E.O.C. v. Peoplemark                                                      Page 43
    it has simply been in denial of its obligations, apparently believing
    that where the EEOC is concerned the usual rules do not apply.
    (emphasis added).
    According to the court, it was reasonable to give Dr. Madden’s team only a
    month and a half (after receiving the uniform application information from the document
    processor on November 6), instead of the three months she stated was needed.15
    The EEOC disagreed. On December 30, 2009, the EEOC filed notice that it was
    appealing the Magistrate Judge’s order. The District Judge affirmed the order on
    January 29, 2010.
    Following that affirmance, which precluded the EEOC from being able to timely
    produce Dr. Madden’s report, she and her team stopped working on February 2, 2010.
    At that time, the team was on pace to have their expert report completed and filed with
    the court on February 12, 2010.
    After the district court affirmed the Magistrate Judge’s final case management
    order, the EEOC realized that it would be unable to survive summary judgement because
    it could not prove the casual element of its prima facie case.16 Without Dr. Madden’s
    statistical analysis of the percentage of African American’s within the applicant pool that
    were placed, it was impossible to show that considering felonies caused Peoplemark to
    hire a reduced number of African Americans from the applicant pool.
    15
    There is no indication in the record that Peoplemark contended that Dr. Madden declaration
    of the time she needed for her work was exaggerated or otherwise misstated. In other words, the court sua
    sponte, and without a basis other than its subjective view, rejected Dr. Madden’s unequivocal, uncontested,
    and detailed representations.
    16
    At the outset, in its initial pleading, the EEOC was only required to raise an inference of
    discrimination. Serrano v. Cintas Corp.,
    699 F.3d 884
    , 898 (6th Cir. 2012). A plaintiff in an employment
    discrimination case is not required to state facts sufficient to establish a prima facie case in its pleading.
    Swierkiewicz v. Sorema N.A., 
    534 U.S. 506
    , 508 (2002). See supra discussion of merits. However, to
    survive a motion for summary judgement the EEOC needed to be able to prove a prima facie case of
    discrimination. In a disparate impact case, a plaintiff must show: 1) a specific employment practice;
    2) statistical proof that the practice adversely affects a protected group; and 3) a causal link between the
    disparate impact and the challenged employment practice. Johnson v. U.S. Dep’t of Health & Human
    Servs., 
    30 F.3d 45
    , 48 (6th Cir. 1994); Wards Cove Packing Co. v. Atonio, 
    490 U.S. 642
    , 655-58 (1989).
    No. 11-2582           E.E.O.C. v. Peoplemark                                                 Page 44
    G. Peoplemark’s Motion for Summary Judgment,
    Production of Expert Report, and Settlement Negotiations
    On February 25, 2010, Peoplemark moved for summary judgment. On the same
    day, the EEOC approached Peoplemark about a settlement agreement. The EEOC
    proposed that both parties agree to pay their own fees and expenses. The EEOC
    confirmed its oral proposal in writing the next day. Discussions continued into March.
    On March 8, 2010, the EEOC requested that Peoplemark provide a response by
    the close of business the following day.
    On March 11, 2010, Peoplemark countered with a request that the EEOC pay
    $500,000 of Peoplemark’s fees. The EEOC rejected the counter proposal the same day
    and emailed a proposed stipulation and order of dismissal to Peoplemark.
    On March 24, 2010, the parties jointly moved to dismiss the case with
    prejudice.17 The proposed dismissal provided that Peoplemark would be treated as the
    prevailing party for the purposes of determining fees.
    1. Peoplemark’s Expert Report (Provided with Summary Judgment Motion)
    Peoplemark produced its expert report from Dr. Malcom Cohen in conjunction
    with its motion for summary judgment in February 2010.                        Peoplemark's expert
    performed two tasks: 1) he responded to Dr. Pager's sociology study and 2) he analyzed
    the limited data contained in Peoplemark's electronic database.
    Dr. Cohen did not code or analyze the paper applicant data for the 45,000
    applicants the EEOC identified during discovery. Instead, Dr. Cohen analyzed only the
    limited applicant data in Peoplemark’s e-records and two months of paper data from the
    Tennessee office.
    17
    The EEOC was not idle from March 11- March 24. During this time, in addition to trying to
    negotiate a settlement, the EEOC was appealing the court’s grant of Peoplemark’s motion to compel items
    contained in its privilege log.
    No. 11-2582          E.E.O.C. v. Peoplemark                                    Page 45
    According to Dr. Cohen, the e-records included applicant names, customers, and
    placements for the Grand Rapids, Orlando, and Livonia offices, but for Memphis and
    Owensboro offices, the database included only applicant names.
    Although he had only a fraction of Peoplemark’s applicant information for the
    relevant time period and no felony data, Dr. Cohen “found no evidence that African
    Americans are hired at a lower rate than their representation in the labor force in the
    relevant occupational groups and geographic areas.” He also concluded that, “when a
    comparison is made of the percent of African American placements to the available labor
    pool, there is no evidence of disparity.”
    To analyze the Memphis office, which was not included in the e-database, Dr.
    Cohen requested the race of applicant placements made in two random months. He had
    no information concerning felony convictions for the applicants. Based on this data
    alone, Dr. Cohen concluded that Peoplemark’s placements met or substantially exceeded
    the percentage of African Americans in the relevant labor market.
    Similarly, the e-records did not contain information on the Kentucky office. For
    an unknown reason, Dr. Cohen did not request the same race placement information
    from the manager in the Kentucky office. Instead, he did not provide any indication of
    whether Peoplemark met the benchmark hiring requirement for the relevant labor market
    in Kentucky.
    Although Dr. Cohen had database information for the remaining three offices,
    there is zero indication that he had any information concerning felony convictions of
    applicants. Furthermore, Dr. Cohen stated that because of the way that he coded jobs,
    some workers were counted multiple times, once for each unique EEO code that he
    assigned to a job.
    Dr. Cohen had database information for the Livonia, Michigan office from 2004
    to May 2006, when the office closed. Based on 747 employee applications and
    937 placements, Dr. Cohen concluded that this office exceeded the benchmarks for the
    relevant labor market by between twenty to thirty percent.
    No. 11-2582        E.E.O.C. v. Peoplemark                                        Page 46
    For Grand Rapids, Michigan, Dr. Cohen analyzed 5,782 employee applications
    and 5,379 assignments. He concluded that Peoplemark’s hiring exceeded the relevant
    benchmarks by between nineteen and twenty-six percent in the relevant Michigan labor
    markets.
    Dr. Cohen analyzed 6,563 applications and 8,239 assignments from the Orlando,
    Florida office. Based on this information he concluded that Peoplemark’s hiring exceed
    the relevant benchmarks by between twenty- two and twenty-nine percent.
    Dr. Cohen did not consider the impact of felony convictions on Peoplemark’s
    placement rate for African American applicants. Moreover, the application materials he
    did review covered only a small fraction of the company’s total applicants.
    H. Peoplemark’s Motion for Attorney’s Fees and Costs
    Peoplemark moved for attorney’s fees, expert witness fees, sanctions, and costs
    in excess of $1,300,000. On March 31, 2011, the Magistrate Judge awarded Peoplemark
    $751,942.48. The Judge awarded attorney’s fees from October 1, 2009, onward and all
    expert fees incurred from the outset of litigation.
    In explaining his fee award, the Magistrate Judge stated that an award of fees was
    justified in this case because the EEOC’s claim was meritless from the beginning and the
    EEOC conducted itself unreasonably during the course of pre-trial litigation.
    Specifically, the judge noted, inter alia:
    This is one of those cases where the complaint turned out to be without
    foundation from the beginning. Once the EEOC became aware that its
    assertion that Peoplemark categorically refused to hire any person with
    a criminal record was not true, or once the EEOC should have known
    that, it was unreasonable for the EEOC to continue to litigate on the basis
    of that claim. . . .
    The report of Peoplemark’s expert shows that 22% of the 286 so-called
    victims of defendant’s purported policy had in fact been hired despite
    having felony records. Assuming this to be true, it means that the
    EEOC’s ‘blanket rejection of all felons’ claim upon which it chose to
    premise its disparate impact lawsuit was not well grounded. The
    No. 11-2582         E.E.O.C. v. Peoplemark                                       Page 47
    question here is when the EEOC should have realized its claim of a
    blanket policy by Peoplemark had no foundation . . .
    It appears the EEOC was basing its whole case on some early
    statements made by an officer of the company coupled with the fact that
    Sherri Smith [sic] had not been hired, and did little independent follow-
    up. The court is left with the impression that plaintiff’s counsel were
    content to simply place the matter in the hands of their experts and let
    them run with it.
    There is no indication the EEOC conducted any investigation of the
    specific allegations of the 286 people it belatedly named as victims in
    this matter nor issued a reasonable cause determination as to those
    allegations prior to filing its complaint. However, the present case was
    litigated on other grounds. Had this case been dismissed on the basis that
    it was not properly investigated before it was brought, the attorney’s fees
    would be far greater.
    [T]he EEOC also tries to play down the significance of its claim in
    this lawsuit . . . the EEOC argues that the very gravamen of its claim
    (that Peoplemark had a blanket policy) is irrelevant . . . Obviously,
    whether Peoplemark had a blanket policy was not only relevant to the
    EEOC’s argument, it was crucial, and the EEOC never amended its
    complaint to assert otherwise. A good investigation would probably
    have shown that the EEOC could not make this case even prior to the
    filing of the lawsuit, but that certainly became evident when all of the
    evidence submitted by the other side was available even if the EEOC had
    not conducted its own independent investigation.
    [R]egardless of the merits, it was unreasonable for the EEOC to continue
    to litigate (and drive up defendant’s costs) once it knew it could not
    produce an expert and thus could not prove its case. On this basis,
    plaintiff should have folded its tent no later than the end of 2009 when it
    was foreclosed from using its expert because she had not provided a
    timely report . . . [T]he EEOC failed to adequately manage the
    prosecution of this case from the beginning.
    Notwithstanding that the EEOC knew from the time of its administrative
    investigation that it would need expert testimony to make its disparate
    impact case, . . . it did not hire its expert until September 2009 . . .
    Thereafter, having already received several continuances, the EEOC
    sought a further continuance of over one-third of a year to provide the
    expert’s report.
    (emphasis added).
    No. 11-2582         E.E.O.C. v. Peoplemark                                        Page 48
    The District Judge affirmed the Magistrate Judge’s order granting fees in toto.
    The District Judge stated, inter alia:
    [T]he EEOC unequivocally based its case on Peoplemark’s alleged
    categorical prohibition against the “hiring of any person with a criminal
    record.” . . . Had the EEOC conducted a reasonable investigation in the
    years leading up to filing its lawsuit, or had it reviewed the evidence
    provided to it throughout the course of discovery, it would have quickly
    realized its theory of liability as pled was untenable . . . the magistrate
    judge . . . correctly concluded that the EEOC should have been aware of
    the fatal flaw in its case no later than October 1, 2009. See . . . EEOC
    v. CRST Van Expedited, Inc., No. 07-cv-95, 
    2010 WL 5250564
     (N.D.
    Iowa, Feb. 9, 2010) (holding EEOC lacked foundation to proceed based
    on failure to reasonably investigate . . .); EEOC v. Cintas Corp., Nos. 04-
    40132, 06-12311, 
    2011 WL 3359622
     (E.D. Mich. Aug. 4, 2011) (holding
    failure to timely identify aggrieved parties and reasonably
    investigate such claims warranted attorney fee award against the
    EEOC . . .).
    [A]s the magistrate judge aptly noted, “regardless of the merits, it was
    unreasonable for the EEOC to continue to litigate (and drive up
    defendant’s costs) once it knew it could not produce an expert and thus
    could not prove its case.”
    [T]he EEOC filed a motion to extend [the case management deadlines]
    the day before it was required to name its experts.
    Unsatisfied with [the court’s relief], the EEOC renewed its motion to
    extend deadlines . . . [T]he EEOC indicated it had yet to identify or hire
    any expert, despite having litigated the case for ten months, investigated
    the case for several years, and knowing that it would need an expert from
    day one . . . its expert never prepared a report, even though the court
    provided yet another deadline extension.
    (Emphasis added).
    II. Discussion:
    In Christiansburg Garment Co. v. Commission, 
    434 U.S. 412
    , 416 (1978), the
    Supreme Court stated that because a plaintiff acts as a private attorney general
    vindicating public interests, a prevailing plaintiff ordinarily is to be awarded attorney’s
    fees in all but special circumstances. The Court in Christiansburg also stated that courts
    should not use the same standard to determine whether a prevailing defendant is entitled
    No. 11-2582             E.E.O.C. v. Peoplemark                                                         Page 49
    to attorney’s fees. Id. Rather, the Court found that a trial court should not award
    attorney’s fees to a defendant unless a it finds that the plaintiff's claim was “frivolous,
    unreasonable, or groundless, or that the plaintiff continued to litigate after it clearly
    became so.” Id. at 701.
    The Court went on to state that trial courts must “resist the understandable
    temptation to engage in post hoc reasoning by concluding that, because a plaintiff did
    not ultimately prevail, his action must have been unreasonable or without foundation.”
    Id. at 700. “[T]he course of litigation is rarely predictable. Decisive facts may not
    emerge until discovery or trial . . . Even when the law or the facts appear questionable
    or unfavorable at the outset, a party may have an entirely reasonable ground for bringing
    suit.” Id.
    This court has further dissected the Christiansburg “frivolous, unreasonable, or
    groundless” standard into two separate analyses. To determine whether an award of fees
    is proper, this court looks to: 1) the substantive merits of a plaintiff’s case and 2) the
    plaintiff’s litigation tactics or method of prosecution. See e.g. Serrano, supra, 699 F.3d
    at 905 (6th Cir. 2012) (determining that fees were not warranted because the legal issues
    raised were not “frivolous” or “groundless” and because losing motions, failing to
    respond properly to discovery requests, and withdrawal of claims did not constitute
    “egregious and unreasonable [litigation] conduct”).
    In this case, the lower court and the majority find that the EEOC: 1) brought a
    case that was meritless as pled and 2) unreasonably continued to prosecute the case after
    it should have known its case was meritless.18 In contrast to the majority, I find a
    justification of fees on either basis clearly erroneous. As such, I will address both in
    turn.
    18
    The lower court found the EEOC’s complaint of a blanket no-felon hiring policy was meritless
    from the outset and clearly meritless as of October 1, 2005. According to the lower court, the EEOC
    unreasonably prosecuted the case because it: 1) failed to conduct a more thorough presuit investigation,
    2) failed to identify a class list; 3) failed to file an expert report, and 4) filed and lost motions to amend the
    case management order.
    The majority states that when discovery revealed facts that were inconsistent with Peoplemark’s
    General Counsel’s statements about a blanket policy, the EEOC should have “reassessed its claim.”
    No. 11-2582             E.E.O.C. v. Peoplemark                                                      Page 50
    A. Attorney’s Fees Are Not Warranted Because the EEOC’s Disparate
    Impact Claim Was Not Meritless From the Outset or At Any Later Point
    1. Failure to Prove a Blanket No-Felon Policy
    The majority disagrees with the lower court’s opinion that the EEOC’s case was
    “groundless from the outset.” The majority agrees, however, with the lower court’s
    opinion that the EEOC knew or should have known its case was meritless as pled when
    discovery revealed Peoplemark had placed some felons. According to the majority, for
    the EEOC’s case to have merit, the EEOC needed to be able to prove that the “pled,
    specific employment practice had an adverse impact on a protected group.”19
    I do not disagree that it was reasonable to expect the EEOC to know that
    Peoplemark hired some felons by October 1, 2009 – the date from which the lower court
    awarded fees. However, whether the EEOC knew that Peoplemark hired some felons
    is simply immaterial to the issue of whether the agency’s case had merit in fact.20
    19
    The majority argument boils down: 1) a plaintiff in a disparate impact case must properly
    identify the employer’s specific employment practice, the first element of its prima facie case, in its
    pleading; 2) the employment practice alleged in the pleading must match the employment practice alleged
    in the plaintiff’s prima facie case during a motion for summary judgement or at trial; and 3) if a plaintiff
    misidentifies the employer’s specific employment practice in its pleading and fails to amend the complaint
    prior to a motion for summary judgment, or trial then the plaintiff must necessarily lose her case for failing
    to correctly identify the employment practice.
    Both the lower court and the majority express that it is proper to require a plaintiff to match the
    employment practice it alleges in a pleading to the employment practice it alleges as the first prong of its
    prima facie case at summary judgment or trial. This proposition is contrary to the Supreme Court’s
    holding in Swierkiewicz that a plaintiff need not allege facts sufficient to support a prima facie case at the
    pleading stage. See, infra, discussion.
    20
    I use the word “some” because the number of felons hired is not known. Peoplemark's expert
    did not report any felony data. The EEOC was in the process of making this, among numerous other
    calculations, when the court declined to give it an additional two weeks to complete its report. A report
    showing that Peoplemark hired a minimal amount of felons would actually be consistent with the EEOC's
    original assertion that Peoplemark, Inc. had a blanket policy of not hiring felons, which was imperfectly
    implemented at its four offices throughout the country.
    This view finds support in the December, 2009 depositions of Peoplemark’s employees and Chief Counsel,
    near the end of the discovery period. One manager testified that sometimes felons “slip through the
    cracks.” Another manager testified that she had been told verbally not to hire felons. A third testified to
    her personal practice at her office location of doing individual assessments of convictions. Most
    importantly, in December, 2009, the company’s Chief Counsel continued to maintain that when he made
    his original statements from 2005-2007, it was “well-known” that Peoplemark had a policy of not hiring
    felons.
    Given the conflicting testimonies regarding companywide practices and practices at the individual
    locations, it was not unreasonable for the EEOC to continue to assert that, as a matter of overall company
    policy, Peoplemark did not place felons for employment with its clients. That the policy may have been
    No. 11-2582           E.E.O.C. v. Peoplemark                                                   Page 51
    In reaching its conclusion that the EEOC should have known its case lacked
    merit as of October 1, 2009, the majority relied on flawed reasoning. The majority
    reasoned that the EEOC must match the employment practice it pled to the employment
    practice it ultimately would choose to allege in its prima facie case.
    The majority relies on Johnson v. U.S. Dept. Of Health and Human Servs.,
    
    30 F.3d 45
    , 48 (6th Cir. 1994), for the proposition that the EEOC was required to prove
    through statistical evidence that the pled, specific employment practice had an adverse
    impact on a protected group..
    The EEOC has repeatedly asserted throughout the lower court proceedings and
    in its brief to this court that this view of the merits of a disparate impact claim is flawed.
    I agree.
    The requirement that the EEOC match the employment policy in its pleading to
    the employment policy alleged in its prima facie case is flawed for two reasons: 1) it
    retroactively imposes the heightened pleading requirement that the Supreme Court
    rejected in Swierkiewicz, supra, and 2) it attempts to force the EEOC to prematurely
    meet its evidentiary burden at an arbitrary point after pleading, but before the close of
    discovery.
    In Swierkiewicz, the Supreme Court decided “the question whether a complaint
    in an employment discrimination lawsuit must contain specific facts establishing a prima
    facie case of discrimination.” Swierkiewicz, 534 U.S. at 508 (2002). The Court held that
    “an employment discrimination complaint need not include such facts and instead must
    contain only a “short and plain statement of the claim showing that the pleader is entitled
    to relief.” Fed. Rule Civ. Proc. 8 (a)(2).” Id. The Court went on to explain that a
    plaintiff’s proof of a prima facie case is “an evidentiary standard, not a pleading
    randomly ignored or disregarded did not undercut its existence.
    Moreover, and most importantly, by aborting the process that would have led to Dr. Madden’s report, the
    lower court – and the majority – has no basis for determining whether the placement of felons was so
    infrequent and random that the existence of the policy, which the witnesses acknowledged existed, had the
    discriminatory effect the EEOC alleged. Both the lower court and the majority implicitly assume that Dr.
    Madden’s report on Peoplemark’s complete records would not have shown that Peoplemark in fact had
    and implemented a felony policy that disparately impacted placement of African-Americans.
    No. 11-2582         E.E.O.C. v. Peoplemark                                       Page 52
    requirement.” Id. at 510. Evidentiary standards concern the order and allocation of
    proof at trial or the dispositive motion stage. (emphasis in original). Id.
    To measure a plaintiff’s complaint against a particular formulation of the
    prima facie case at the pleading stage is inappropriate. Before discovery
    has unearthed relevant facts and evidence, it may be difficult to define
    the precise formulation of the required prima facie case in a particular
    case. Given that the prima facie case operates as a flexible evidentiary
    standard, it should not be transposed into a rigid pleading standard for
    discrimination cases.
    Id. at 512. (internal citations omitted).
    The Court in Swierkiewicz continued:
    This simplified notice pleading standard relies on liberal discovery rules
    and summary judgment motions to define disputed facts and issues and
    to dispose of unmeritorious claims. The provisions for discovery are so
    flexible and the provisions for pretrial procedure and summary judgment
    so effective, that attempted surprise in federal practice is aborted very
    easily, synthetic issues detected, and the gravamen of the dispute brought
    frankly into the open for the inspection of the court.
    ******
    If a pleading fails to specify the allegations in a manner that provides
    sufficient notice, a defendant can move for a more definite statement
    under Rule 12(e) before responding . . . The Federal Rules reject the
    approach that pleading is a game of skill in which one misstep by counsel
    may be decisive to the outcome and accept the principle that the purpose
    of pleading is to facilitate a proper decision on the merits.
    Id. at 512, 514.
    Although the Supreme Court revisited the issue of notice pleading in Bell
    Atlantic Corp. v. Twombly, 
    550 U.S. 544
     (2007) and Ashcroft v. Iqbal, 
    129 S. Ct. 1937
    (2009), the Court in Twombly stated clearly that its discussion of pleadings “does not run
    counter to Swierkiewicz.” 550 U.S. at 547.
    In Serrano, supra, this court recently confirmed that Swierkiewicz remains good
    law. The court, affirmatively stated that at the pleadings stage, a Title VII plaintiff's
    burden is slight. Id. at *6. “‘[A]ny Title VII plaintiff must carry the initial burden of
    No. 11-2582         E.E.O.C. v. Peoplemark                                           Page 53
    offering evidence adequate to create an inference that an employment decision was based
    on a discriminatory criterion illegal under the Act . . . [A] plaintiff has flexibility in how
    she meets that initial burden, and variance based on the facts of the case is expected.’”
    699 F.3d at 894 (citing International Brotherhood of Teamsters v. United States,
    
    431 U.S. 324
    , 358 (1977)).
    a. Requiring Amendment Retroactively Imposes a
    Heightened Pleading Standard on the EEOC
    Instead of arguing that the EEOC’s disparate impact claim was meritless from
    the beginning, the majority and Peoplemark fault the EEOC for not amending its original
    complaint to state a different employment policy after discovering that Peoplemark had
    placed some felons during the relevant time period. This is problematic because it
    attempts to retroactively impose the heightened pleading requirement that the Supreme
    Court rejected in Swierkiewicz.
    It is clear that, with the exception of a motion for a more definite statement, Title
    VII plaintiffs are not required to better elucidate their claim until the dispositive motion
    stage or at trial. At that point they have the evidentiary burden of coming forward with
    a prima facie case. Up until that point, Title VII plaintiffs are free to develop their
    theories of the case as they receive and process discovery, including, most importantly,
    the employer’s information. As succinctly stated in E.E.O.C. v. Scrub, Inc., 
    2009 WL 3458530
    , *2:
    Iqbal and Twombly did not repudiate general notice-pleading,
    emphasizing, citing Swierkiewicz, that the manner of proof is distinct
    from pleading requirements. Furthermore, a complaint need not include
    evidence, nor allege all facts logically raised by the claim . . . Litigants
    are entitled to discovery before being put to their proof; treating a
    complaint’s allegations as a statement of proof leads to ‘windy
    complaints’ and defeats Rule 8’s function.
    Requiring a Title VII plaintiff to amend or, in the majority’s phrasing “reassess,”
    its complaint after filing but before discovery is complete should be rejected on this basis
    alone. To hold otherwise creates an end run around the Supreme Court’s holding in
    No. 11-2582         E.E.O.C. v. Peoplemark                                          Page 54
    Swierkiewicz – it permits courts to indirectly force a Title VII plaintiff to plead evidence
    establishing its prima facie case in its complaint.
    b. Defendants Bear the Burden of Requesting Clarification
    Because There is no Non-Arbitrary Point to Require Amendment
    There is another reason to reject the majority’s reasoning. Namely, any point that
    a court picks during discovery to force a Title VII plaintiff to its proof will be completely
    arbitrary. This is why the Supreme Court stated in Swierkiewicz that defendants should
    use motions for more definite statement or summary judgment to weed out “synthetic
    issues,” narrow the dispute, and bring the gravamen of the claim “frankly into the open
    for the inspection of the court.” 534 U.S. at 512.
    After a plaintiff satisfies the notice pleading requirement it is the defendant’s job
    to narrow or clarify what is at issue through the various procedural devices available to
    it. It makes little sense to require the plaintiff to alert the court or the other party each
    time its theory of the case changes. In fact, it is rather well established that the Federal
    Rules of Civil Procedure do not require a plaintiff to plead legal theories. See FEDERAL
    PRACTICE AND PROCEDURE, WRIGHT, ET AL., § 1219 (3d ed. 2012). It is also unclear
    how a court would judge what newly uncovered facts require the plaintiff to amend his
    or her complaint.
    If an employer believes that an alleged discriminatee cannot prove an element of
    his or her case, then the burden is on it to bring a motion to dismiss or move for
    summary judgment when this fact becomes apparent.
    The lower court shifted the burden of clarification from Peoplemark to the
    EEOC. It did so, moreover, without allowing the agency sufficient opportunity to
    determine, on the basis of an expert analysis of comprehensive data, precisely how it
    should frame its theory.
    In addition to improperly shifting the burden of clarification, the lower court
    ignored Peoplemark’s failure to affirmatively seek clarification of the agency’s factual
    basis and theories. Instead of seeking clarification, Peoplemark employed, and the lower
    No. 11-2582            E.E.O.C. v. Peoplemark                                                   Page 55
    court endorsed, discovery disputes that needlessly and fruitlessly ate up a substantial
    portion of the time the court had allotted to discovery.
    Because Peoplemark failed to seek clarification of the agency’s theory of the
    case, the EEOC was left in the dark. Before the court’s ruling on the agency’s final
    motion to amend the case management order to permit an additional two weeks for
    production of Dr. Madden’s report, the agency had no notice that either Peoplemark or
    the court took issue with its ability to prove the first element of its prima facie case.
    Although the EEOC was not required to amend or otherwise clarify its allegation
    it did so. When the agency realized that the court may have been rushing expert
    discovery because it did not see how the EEOC could prove a prima facie case based on
    its original blanket policy allegation, the agency stated that it no longer maintained that
    Peoplemark had never hired a felon. The lower court and the majority claim that the
    EEOC’s clarification was too little too late, but in reality it was more than the EEOC was
    required to do. Its statement of its evolved theory of the case came before it had
    completed the process – which the court ultimately prevented it from completing – of
    analyzing the facts and Dr. Madden’s expert report.
    The court was forcing its hand, and the EEOC put forward the best proof that it
    could regarding the first element of its prima facie case. The EEOC shed as much light
    as possible on the theory it intended to present at trial in light of what it knew as of
    October 23, 2009.21
    The EEOC informed the district court that Peoplemark had “denied certain
    admissions pertaining to its practice and refused to respond to the interrogatory
    21
    At this point, the EEOC had not yet had the opportunity to depose the managers or the Chief
    Counsel. Had the EEOC conducted the depositions, it would have been able to tell the court that it
    intended to present multiple alternative theories at trial – one blanket verbal policy, another policy of
    considering felonies as a factor in the application process, and perhaps even a third policy of using a
    blanket rejection of felons for certain jobs. The plaintiff in a Title VII case, especially in a case of
    disparate impact, can only form a complete prima facie case after it has discovered all of the evidence in
    the hands of the employer and has had an opportunity to analyze the information. Both courts and
    academics have noted the informational asymmetry in these cases. See Swanson v. Citibank, N.A.,
    
    614 F.3d 400
    , 412 (2010) (Posner, J., Dissenting) (citing Suzette M. Malveaux, Front Loading and Heavy
    Lifting: How Pre-Dismissal Discovery Can Address the Detrimental Effect of Iqbal on Civil Rights Cases,
    14 Lewis & Clark L. Rev. 65 (2010)).
    No. 11-2582           E.E.O.C. v. Peoplemark                                                   Page 56
    regarding its practices at each location until August 20, 2009.” The EEOC further stated
    that after reviewing the partially accessible e-records Peoplemark provided in July, 2009,
    it discovered:
    Peoplemark’s Grand Rapids facility appeared to have hired a few
    individuals with criminal records; that its Memphis location did not hire
    individuals with criminal records; and that, with respect to the Florida
    and Kentucky facilities, some individuals with criminal records appear
    to have been hired.
    In light of these discoveries, the EEOC stated that it no longer maintained that
    Peoplemark had a categorical policy. Instead of alleging a blanket policy, it intended to
    proceed on the theory that Peoplemark’s policy of considering felonies or excluding
    felons for some positions had a disparate impact on African Americans. The EEOC
    explained that if it could show that any policy of considering felony convictions had a
    disparate impact then Peoplemark would have the burden of proving a business
    necessity.
    On this record, I find no support for the lower court and the majority’s conclusion
    that fees are proper because the EEOC should have known its case was meritless as of
    October 1, 2009. The agency had a good faith basis for its original pleading alleging a
    blanket policy.22 It was not required to plead any element of its prima facie case.
    Although the agency’s theory of the case evolved, it was not required to inform the court
    or Peoplemark of this fact. Nonetheless, the EEOC informed the court that it appeared
    that the company was placing some felons. Given these facts, I believe the lower court
    committed plain error in finding that the EEOC did not have a good faith basis for
    continuing the case. At the very least, such finding was an abuse of discretion.
    The practical consequence of the majority’s decision is to endorse lower court
    conduct that unreasonably impairs the ability of employment discrimination plaintiffs,
    22
    From the outset until nearly the last moments of discovery allowed by the lower court,
    Peoplemark’s Chief Counsel continued to state Peoplemark had a “well-known” blanket no-felon policy.
    In my view, that statement from that official sufficed, without more, to show the agency had a good faith
    basis to continue litigating. Peoplemark’s lead lawyer (and Vice President of the company) was
    acknowledging the factual accuracy of the EEOC’s principal contention.
    No. 11-2582         E.E.O.C. v. Peoplemark                                          Page 57
    including the EEOC, to discover and present crucial facts. Courts cannot restrict a
    litigant’s ability to obtain evidence and construct its case and then fault the litigant for
    failing to have proof of its allegations. Moreover, courts cannot compound the abuse by
    using the lack of definitive proof as a basis for awarding fees.
    By not allowing the additional two weeks for Dr. Madden’s report, the district
    court – arbitrarily, in my view – precluded the EEOC’s opportunity to show whether it
    did or did not have a viable claim. The court then reasoned backward and found the
    agency’s case was without merit and awarded fees, in part, on that basis. The court’s
    backward looking reasoning is precisely the type of flawed merits analysis the Supreme
    Court rejected in Swierkiewicz, supra.
    Permitting courts to arbitrarily determine the merit of cases in the manner that
    occurred here drastically undercuts the protection afforded unsuccessful plaintiffs by the
    Christiansburg decision and doctrine.
    In finding that the EEOC’s case lacked merit, the lower court focused solely and
    erroneously on the fact that Peoplemark had placed some African Americans. The lower
    court completely ignored the agency’s sociological expert and the deposition testimony
    of Peoplemark’s managers and chief counsel, which supported the EEOC’s basic
    contention that Peoplemark maintained a felony policy that disparately impacted African
    Americans. As such, the lower court clearly erred when it found the agency’s case to
    be meritless.
    B. Fees Are Not Warranted Because the EEOC
    Did Not Use Unreasonable Litigation Tactics
    The lower court and the majority also found that the EEOC’s unreasonable
    prosecution of the case warranted an award of fees. The lower court cited the EEOC’s:
    1) presuit investigation, 2) requests to amend the case management order, 3) failure to
    produce and expert report, and 4) failure to immediately dismiss. According to the lower
    court, the unreasonableness of the agency’s actions justify, in part, the fees that the lower
    court awarded. The majority does not take issue with the lower court’s analysis in this
    No. 11-2582          E.E.O.C. v. Peoplemark                                         Page 58
    regard. I find the lower court abused its discretion in basing an award of fees, in part,
    on the agency’s prosecution of the case. I address each of the EEOC’s “unreasonable”
    litigation tactics in turn.
    1. The EEOC’s Presuit Investigation
    The lower court found that the agency’s presuit investigation was insufficient and
    led to filing of a complaint that it should have known was meritless. This focus on the
    putative insufficiency of the presuit investigation is contrary to established legal doctrine
    applicable to EEOC investigations.
    In determining whether a claim is frivolous or groundless, “it is error for the
    district court to inquire into the sufficiency of the Commission's investigation.” EEOC
    v. Keco Industries, Inc., 
    748 F.2d 1097
    , 1100 (6th Cir. 1984). “The nature and extent
    of an EEOC investigation into a discrimination claim is a matter within the discretion
    of that agency.” Id. The purpose of the EEOC investigation is to investigate the
    individual charge and facilitate informal conciliation between the alleged discriminatee
    and the employer. Id. A district court must judge the facts and legal issues in a
    discrimination claim de novo. Id. at 1102.
    The majority ignores the fact that the lower court based its award of fees, in part,
    on the EEOC’s “insufficient” presuit investigation. I believe it is necessary to address
    the lower court’s consideration of the agency investigation because it is at odds with this
    court’s decision in Keco.
    The issue in Keco was whether the lower court had improperly relied on the
    presuit investigation to determine the sufficiency of the complaint. This court held that
    the lower court had improperly inquired into the presuit investigation in order to
    determine the sufficiency of the complaint.
    Based on the same reasoning this court used in Keco, I find the lower court’s
    award of fees in this case based, in part, on the EEOC’s investigation to be an abuse of
    discretion.
    No. 11-2582            E.E.O.C. v. Peoplemark                                                    Page 59
    Both the Magistrate Judge and the District Judge repeatedly faulted the EEOC
    for failing to conduct a more thorough presuit investigation. Although the Magistrate
    Judge did not explicitly base his fee recommendation on the ground that the EEOC failed
    to conduct an adequate presuit investigation, he did state: “[h]ad this case been dismissed
    on the basis that it was not properly investigated before it was brought, the attorney’s
    fees would be far greater.” Furthermore, both the Magistrate Judge’s recommendation
    of fees and the District Judge’s order approving fees faulted the EEOC for not
    conducting a more thorough investigation and for not conciliating on behalf of the 286
    initially and tentatively identified alleged victims individually.
    On reading both orders in their entirety, and in light of the record as a whole, it
    is clear that both the lower court judges held mistaken beliefs respecting the scope,
    nature, and purpose of the EEOC’s presuit investigation and misunderstood their power
    to determine the sufficiency of that investigation.23 Neither order explicitly stated that
    the EEOC’s presuit investigation was an independent basis for awarding fees. I believe,
    however, that the lower court’s misunderstanding of the agency’s investigation process
    materially contributed to its clearly erroneous imposition of fees.
    2. The EEOC’s Pre-Trial Litigation Conduct
    The next issue is whether the EEOC’s pre-trial litigation conduct justifies an
    award of fees. In assessing the unreasonableness of the EEOC’s prosecution of this case
    the lower court cited the agency’s: 1) failure to identify a class list during discovery;
    2) three requests for deadline extensions; and 3) ultimate failure to produce an expert
    report.
    The majority fails to discuss the lower court’s analysis in its fee award of the
    EEOC’s pre-trial litigation conduct.
    23
    As noted supra, the EEOC’s process is different from many federal agencies. It does not use
    the administrative investigation process to prepare for an agency trial before an administrative law judge.
    Instead the agency, through its investigation, only aims to gather enough information to help marshal the
    parties toward an informal settlement. The EEOC’s principal goal is conciliation, not preparation for suit.
    No. 11-2582        E.E.O.C. v. Peoplemark                                         Page 60
    This court has read expansively the Supreme Court’s opinion in Christiansburg.
    Consideration of those decisions, I believe, shows that the lower court abused its
    discretion in awarding fees, in part, on the basis of the EEOC’s pre-trial litigation
    conduct. Any negligence or untimeliness issues on the part of the EEOC do not rise to
    the level of that egregiousness of conduct, which the law requires for an award of
    attorney’s fees. See infra section c.
    a. The EEOC’s Class Notice and Certification Issues
    I. Sufficient Notice of the Class Claim
    The first issue is whether the EEOC’s inability to identify a class list early in
    litigation was so unreasonable as to warrant an award of attorney’s fees. The Eighth
    Circuit recently held that the EEOC must identify, investigate, and attempt to conciliate
    each individual class member’s claims during its pre-suit investigation. EEOC v. CRST
    Van Expedited, Inc., 
    679 F.3d 657
    , 671, 676 (8th Cir. 2012) (stating that the EEOC
    cannot use discovery as a fishing expedition to uncover more violations).
    However, the Eighth Circuit’s holding is at odds with this Court’s decision in
    Keco, supra, and the law in at least six other courts.
    In Keco, this Court stated that a “complaint filed by the EEOC is limited to the
    investigation reasonably expected to grow out of the initial charge of discrimination.”
    Keco, supra, 
    748 F.2d 1101
     (stating that complaints alleging class allegations “grow out
    of” individual charges of discrimination). In determining the sufficiency of the
    evidentiary basis for a class allegation in a complaint, a court may only consider whether
    the EEOC attempted, as the agency did here, to conciliate on behalf of a class of
    individuals. Id. at 1102 (emphasis added).        “The form and substance of those
    conciliations is within the discretion of the EEOC as the agency created to administer
    and enforce our employment discrimination laws and is beyond judicial review.” Id.
    At least two other circuit courts and three district courts concur with this court’s
    holding in Keco. If the EEOC’s presuit investigation and communications with an
    employer put the employer on notice that the EEOC is investigating a class claim, then
    No. 11-2582        E.E.O.C. v. Peoplemark                                        Page 61
    the employer has sufficient notice that the EEOC is alleging a class claim. See EEOC
    v. Rhone-Poule, 
    876 F.2d 16
    , 17 (3d Cir. 1989) (stating that the EEOC is not required
    to provide documentation of attempts to conciliate on behalf of each potential claimant
    in an employment class action); Marshall v. Sun Oil, 
    605 F.2d 1331
    , 1335 (5th Cir.
    1979) (stating that “unnecessarily thorough investigations of individual cases would tend
    to transform the conciliation process into something contrary to congressional intent”
    because the process would become “ too formalized and unduly prolonged” and “focus
    would be directed away from voluntary compliance with the law to endless and
    irreconcilable bickering”); Dinkins v. Charoen Pokphand USA, Inc., 
    133 F. Supp. 2d 1237
    , 1245-46 (M.D. Ala. 2001) (stating that “[w]hat matters is that the EEOC served
    [the employer] notice that it was investigating possible discrimination against a class of
    women” and that the EEOC need not “conciliate each individual’s Title VII claim
    separately”); EEOC v. Jillian’s of Indianapolis, 
    279 F. Supp. 2d 974
    , 983 (S.D. Ind. 2003)
    (stating that the EEOC could proceed on behalf of a local but not a nationwide class
    without naming individual members because the employer had sufficient notice that the
    EEOC was investigating a local class); EEOC v. Dillard’s Inc., 
    2011 WL 2784516
    , *6-8
    (S.D. Cal. 2011) (stating that the EEOC is not required to identify potential class
    members and limiting EEOC to a local class because the EEOC limited its presuit
    investigation efforts to one store location).
    These cases make clear that the EEOC provides sufficient notice of a class claim
    if its investigation puts the employer on notice that it is considering bringing a class-
    wide claim. The EEOC need not know or disclose the identity of individual claimants
    during the presuit investigation.
    In this case, although the EEOC significantly limited its document requests
    during its investigation, it made clear to Peoplemark that it was investigating the
    company’s no felony placement policy on a company-wide scale. It is evident that the
    Peoplemark understood the scope of the investigation because its Chief Counsel, in an
    effort to reduce the company’s document production burden during the investigation,
    No. 11-2582         E.E.O.C. v. Peoplemark                                        Page 62
    stipulated to Peoplemark’s company-wide policies. Furthermore, Peoplemark itself
    states that it discussed a settlement for hundreds of alleged victims.
    As such, there is clear evidence in the record demonstrating that Peoplemark had
    notice the EEOC was investigating a class claim. It was an abuse of discretion for the
    lower court to further inquire into the investigation and fault the EEOC for failing to
    identify and individually conciliate each claim during the investigation.
    ii. Rule 23 of the Federal Rules of Civil Procedure
    does not govern EEOC Class Claims
    Assuming the EEOC was not precluded from alleging a class-wide claim because
    of an insufficient presuit investigation, the next issue is whether the EEOC’s inability
    to identify the individual class members after two and a half months of discovery was
    unreasonable. Generally, Fed. R. Civ. P. 23 prescribes the time for identification of
    class members and when a court should determine whether to certify a class. However,
    in General Tel. Co. of the Northwest Inc., v. EEOC, 
    446 U.S. 318
    , 324 (1980), the
    Supreme Court held that the “the nature of the EEOC's enforcement action is such that
    it is not properly characterized as a “class action” subject to the procedural requirements
    of Rule 23.” Although in General Tel. Co. Of the Northwest Inc., the EEOC brought an
    enforcement action alleging a “pattern or practice” of discrimination, the Court’s
    reasoning applies with equal force to an enforcement action alleging disparate impact.
    The Court stated:
    Given the clear purpose of Title VII, the EEOC's jurisdiction over
    enforcement, and the remedies available, the EEOC need look no further
    than § 706 for its authority to bring suit in its own name for the purpose,
    among others, of securing relief for a group of aggrieved individuals. Its
    authority to bring such actions is in no way dependent upon Rule 23, and
    the Rule has no application to a § 706 suit.
    Id. at 324.
    Section 706 gives the EEOC authority to prosecute and obtain remedial relief for
    a violation of any provision of the act, including a violation alleging disparate impact.
    42 U.S.C. § 2000e-5(f)(1). Accordingly, the Court’s statement that EEOC need not
    No. 11-2582           E.E.O.C. v. Peoplemark                                         Page 63
    follow Rule 23 should apply equally to enforcement proceedings alleging disparate
    impact.
    The EEOC’s failure to identify and certify a class before the lower court’s
    discovery deadline cannot fairly be called an unreasonable litigation tactic, which
    justifies an award of attorney’s fees.
    b. EEOC’s Motions to Extend, Failure to Submit
    an Expert Report, and Failure to Immediately Dismiss
    In addition to citing the EEOC’s inability to identify a class of victims during the
    litigation, the lower court identified the EEOC’s additional unreasonable litigation
    conduct: 1) unsuccessful motions to extend, 2) failure to submit an expert report, and
    3) failure to dismiss immediately after failing to produce an expert report.
    In making its determination the lower court relied, in part, on EEOC v. Cintas
    Corp., 
    2011 WL 3359622
     (E.D. Mich. 2011), rev’d sub nom. Serrano v. Cintas Corp.,
    
    699 F.3d 884
     (6th Cir. 2012). In reversing Cintas, this court held in Serrano, that filing
    and losing over a dozen discovery and other motions, including motions to extend
    deadlines, failing to respond properly to requests to identify alleged discrimination
    victims, and identifying and later withdrawing claims on behalf of alleged discriminatees
    did not constitute egregious and unreasonable conduct justifying an award of fees.
    Serrano 699 F.3d at 905.
    Consistent with its disregard of the other elements of the lower court’s
    unreasonable prosecution discussion, the majority fails to discuss the lower court’s
    reliance on Cintas.
    This court in Serrano addressed EEOC conduct, which was almost identical to
    the conduct in this case and found the conduct was not so unreasonable as to justify an
    award of fees. See Serrano, 699 F.3d at 905. I find that this court’s holding in Serrano
    necessitates a finding that the lower court abused its discretion when it awarded fees
    based on the same reasoning that this court rejected in that case.
    No. 11-2582         E.E.O.C. v. Peoplemark                                          Page 64
    Moreover, this court has repeatedly held that the inconvenience caused by run-of-
    the-mill discovery disputes does not warrant an award of fees. “An award of attorney's
    fees against a losing plaintiff in a civil rights action is an extreme sanction,” which “must
    be limited to truly egregious cases of misconduct.” Lowery v. Jefferson County Bd. Of
    Edu., 
    586 F.3d 427
    , 438, 439 (6th Cir. 2009); Sensations, Inc. v. City of Grand Rapids,
    
    526 F.3d 291
    , 300 (6th Cir.2008) (stating that “[t]he Sixth Circuit affirms awards of
    attorney fees only when a plaintiff re-litigates already-settled legal matters, and we
    reverse the award of attorney fees when issues of law remain unresolved or when a
    plaintiff had an arguable basis for pursuing his or her claim”); Revis v. Meldrum,
    
    489 F.3d 273
    , 293 (6th Cir.2007) (upholding fees only as to aggressive and unnecessary
    filings intended to harass defendants); Lisle v. Met. Gov't of Nashville & Davidson
    County, 73 Fed.Appx. 782, 791 (6th Cir.2003) (stating fees appropriate only in cases
    “which not only should not have been brought, but which the plaintiff should have
    known not to bring”); Tahfs v. Proctor, 
    316 F.3d 584
    , 596 (6th Cir.2003); Dubuc v.
    Green Oak Twp., 
    312 F.3d 736
    , 755 (6th Cir.2002) (stating that fees not appropriate even
    though plaintiff was unsuccessful on similar claims in state court, which likely put him
    on notice of the groundlessness of his claim, because the claim preclusion issue was not
    clear cut); Riddle v. Egensperger, 
    266 F.3d 542
    , 553 (6th Cir.2001) (stating that
    reference to facts which “came to light during the extensive discovery” is exactly the
    type of post hoc reasoning prohibited by Christiansburg).
    In my view, the lower court abused its discretion in finding that the EEOC
    unreasonably conducted itself during pre-trial litigation because it lost motions and failed
    to file its expert report. The lower court’s reasoning is directly at odd’s with this court’s
    decision in Serrano and cannot be squared with this court’s extensive case law
    prohibiting fee awards in all but the most egregious cases.
    I. Motions to Extend and Failure to Submit an Expert Report
    In faulting the agency for failing to timely submit Dr. Madden’s expert report,
    the court disregarded the EEOC’s reasonable explanations for its inability to meet the
    court’s deadlines. The court’s disregard of the circumstances necessitating the EEOC’s
    No. 11-2582         E.E.O.C. v. Peoplemark                                            Page 65
    request for additional time to produce Dr. Madden’s report constituted an abuse of
    discretion.
    Specifically, the court ignored the: 1) 250% increase in Peoplemark’s document
    production; 2) Dr. Madden’s expert opinion on the time necessary to complete a report;
    and 3) administrative constraints the agency faced.
    Moreover, to the extent the lower court’s own view that Dr. Madden’s study took
    too long or included too much data influenced its opinion, the lower court abused its
    discretion. The lower court’s findings concerning Dr. Madden’s “failure to code in race”
    and its finding that both the document processor and Dr. Madden performed the same
    “coding” function were clearly erroneous.24
    ii. Delay in Dismissal
    In addition to taking issue with class certification and the untimeliness and
    ultimate failure to produce Dr. Madden’s expert report, the lower court held that the
    agency unreasonably delayed filing its dismissal order after the court had entered its
    summary judgment order in favor of Peoplemark. It found the agency’s efforts to settle
    the issue of costs and fees (and thus avoid an appeal) to be improper.
    In my view, basing the fee award, in part, on the resulting brief period of delay
    was an abuse of discretion. It is not uncommon for parties to try to reach finality by
    compromise even after one of them has decisively prevailed either on motion or at trial.
    There is no indication that, in trying to avoid sanctions and further litigation, the EEOC
    was seeking to harass Peoplemark. At most, its unsuccessful attempt to settle was
    negligent, and negligence is not a basis for a fee award. Salkil, supra, 458 at 532.
    As with the EEOC’s initial suggestion that the parties conduct fact discovery
    prior to expert discovery and its requests for additional time to produce Dr. Madden’s
    expert report, I believe the EEOC’s settlement attempt shows the agency’s intent to
    24
    The Supreme Court has affirmed repeatedly the type of analysis Dr. Madden intended to
    employ. See Anthony Boardman & Aidan Vining, The Role of Probative Statistics in Employment
    Discrimination Cases, 46 Law and Contemporary Problems, (1983).
    No. 11-2582         E.E.O.C. v. Peoplemark                                         Page 66
    litigate in the most organized and efficient manner possible. I also think that an amount
    of deference, rather than criticism, is owed to the EEOC when it submits such requests.
    It is the agency we trust to enforce the discrimination laws of this country. I do not think
    it unreasonable to assume that the agency’s experience in employment discrimination
    litigation places them in the best position to suggest efficient discovery methods,
    reasonable timetables, or possible settlement options.
    c. The EEOC’s Prosecution of the Case was Not
    Reckless or Intentional; Mere Negligence is Insufficient
    Even considering the EEOC’s actions in the aggregate, I do not believe the
    agency conduct can be deemed so egregious and unreasonable as to warrant an award
    of fees. See Salkil, supra, 458 at 532 (reversing under same standard of review for
    28 U.S.C. § 1927) (stating “simple inadvertence or negligence” is insufficient and
    requiring conduct that “trial judges, applying [the] collective wisdom of their experience
    on the bench could agree falls short of the obligations owed by a member of the bar to
    the court”). None of the agency’s actions involved re-litigation of already settled legal
    matters, which is the most common circumstance justifying fee awards in favor of
    prevailing defendants in civil rights cases. See Sensations, Inc., supra, 
    526 F.3d 291
     (6th
    Cir. 2008); Dubuc, supra, 
    312 F.3d 736
    ; Carrion v. Yeshiva University, 
    535 F.2d 722
    ,
    728 (2d Cir. 1976); Bradillo v. Central Steel & Wire Co., 
    717 F.2d 1160
    , 1163 (7th Cir.
    1983).
    Moreover, the procedural record in this case simply does not support a finding
    that the EEOC recklessly disregarded or intentionally thwarted the court’s deadlines.
    To the contrary, the EEOC provided well-documented requests to the court each time it
    sought amendments to the case management order. The EEOC clearly explained why
    it was unable to meet the court’s deadlines. It cited discovery disputes, federal
    regulations, and a substantial and unforeseeable increase in document production. The
    agency also provided the court with multiple affidavits from experts, individuals within
    the agency, and vendors in an effort to document its diligence. Despite these showings,
    the lower court chose to believe that the agency could have acted with more diligence
    No. 11-2582             E.E.O.C. v. Peoplemark                                                      Page 67
    in identifying a class of claimants, hiring and approving its experts, and, ultimately, in
    producing Dr. Madden’s expert report. In light of agency’s explanations and the totality
    of the evidence in the record, the court’s findings amount to no more than disbelief and
    speculation.
    III. Conclusion
    The Supreme Court intentionally set the bar high in Christiansburg.                                It
    recognized that defendant’s do not serve the public interest in defending employment
    discrimination suits. Thus, its only goal in awarding fees to defendants, in extremely
    rare instances, was to prevent frivolous suits or reckless and abusive ligation tactics. I
    believe that the lower court’s interpretation of the merits of this case is clearly erroneous
    and rests on a misinterpretation of the role of the prima facie case in employment
    discrimination law. If I am correct, then the EEOC’s case was not meritless at any point
    during the litigation and the court abused its discretion in awarding fees, in part, on the
    that basis.     The remaining issues that the lower court found with the agency’s
    prosecution of the case, in my view, amount to no more than run-of-the-mill discovery
    disputes, which are simply insufficient as a matter of law to support an award of fees.25
    For the foregoing reasons, I respectfully dissent.
    25
    I agree with the majority that a plain reading of the statute confirms that expert fees are
    included within, or a subset of attorneys fees. Accordingly, I also find the lower court abused its discretion
    in awarding expert fees in this case.