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United States v. City of New York
717 F.3d 72
2d Cir.
2013
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*1 grant summary judgment outright however, America, UNITED

Cruz-Vázquez, because the evi- STATES Plaintiff-Appellee, dence in the unclear record is as to wheth- physicians may er the justifiably have Society, Inc., Hay The Vulcan Marcus differently treated her from patients other wood, Nunez, Roger Gregg, Candido presenting like symptoms as result of Intervenors-Plaintiffs-Appellees- they may additional information have had Cross-Appellants patient about the particular or her condi- tion.8 We do nevertheless feel obliged to cautionary sound a treating note. While a YORK, CITY OF NEW Michael Bloom judgment may obstetrician’s in- medical berg Mayor, Scoppetta, and Nicholas form patient whether or suffi- Commissioner, New York Fire in their ciently patients “like” other that come un- capacities, individual and official De a given hospital der protocol, it should not fendants-Appellants-Cross-Appellees, improperly entirely relied on to bypass hospital’s obligation equally Citywide screen New York Department of Correa,

under the statute. Service, See 69 F.3d at Administrative New York (“[A] refusal to regular follow Department, screen- Fire Defendants.1 ing procedures in particular instance 11-5113-cv(L), Docket Nos. statute”). contravenes the 12-491-cv(XAP). United States Appeals, Court of

III. Conclusion Second Circuit. Cruz-Vázquez presented thus sufficient Heard: June 2012. evidence to show a trialworthy issue May Decided: exists to her screening claim. accordingly

We vacate the district court’s

judgment and remand the case for trial on

her EMTALA claim as well as her Puerto

Rico law parties claims. The are to bear

their own costs in appeal.

Vacated and Remanded. 8. The record below is also devoid of critical dants had opportunity depose the ex- expert testimony any challenges to said pert or submit evidence into the record testimony. This is because the district court challenge expert report. witness’s judgment issued granted after it Cruz- Vazquez's appoint expert motion to wit- 1. The Clerk is directed to amend the official Cruz-Vázquez produced ness and expert his caption caption to conform the above. report to the defendants but before defen- *4 Stark, NEWMAN, WINTER, Department

Lisa J. United States Before (Thomas Justice, Washington, POOLER, D.C. E. Judges. Circuit Perez, Dimsey, Holly Dennis J. A. Thom- as, Justice, Department of United States NEWMAN, JON O. Judge: Circuit brief), D.C.,

Washington, Appel- on the case, brought by This the United States lee. pursuant to Title Rights VII the Civil Ratner, P.C., Levy, Levy Richard A. seq., 2000e et § Act of U.S.C. (Center York, New N.Y. for Constitutional allegations concerns of racial discrimina- NY; York, Rights, New Scott + Scott hiring tion in the of New York fire- LLP, York, NY, brief), New fighters. principal issues are whether Plaintiffs-Appellees-Cross-Appellants. summary judgment properly entered Brenner, Corporation Deborah A. Asst. against on a claim of intentional (Michael Counsel, York, New N.Y. A. Car- discrimination, whether claims dozo, Corporation Counsel of the City’s Mayor and former Fire Commis- York, Krams, New Alan Corpora- G. Asst. dismissed, properly sioner were whether Counsel, York, N.Y., tion New on the *5 injunction, an finding based both on the of brief), for Appellants-Cross-Appellees. intentional discrimination and an unchal- Sullivan, Galleshaw, Keith M. Sullivan & lenged finding disparate impact of arising LLP, NY, Queens, for amicus curiae Merit exams, broad, entry-level from is too and Matters, Inc., support of Appellants- whether, remand, in the event of a Cross-Appellees. it, portion or some of should be reas- Lustberg, Lawrence S. Alicia L. Ban- signed to judge. another district These non, P.C., Newark, NJ, Gibbons for amicus issues appeal arise on an from the Decem- curiae International Association of Black 8, 2011, ber cross-appeal order and a from Firefighters Professional and Black Chief 21, 2012, February partial final judgment Committee, Officers in support of Plain- of the United States District Court for the tiffs-Appellees-Cross-Appellants. (Nicholas Eastern District of New York G. Garaufis, Godsil, Pearson, Judge) District in a Kathryn brought

Rachel suit Jon Houter, Romberg, Andrew against City Van Seton Hall United States of Law, University (“the of School Center for So- New York. Society, The Vulcan Inc. Justice, Newark, NJ, cial for amicus curiae Inte'rvenors”), Vulcans” or “the organi- Institute, American in support Values of intervened, zation of firefighters, black2 Plaintiffs-Intervenors-Appellees. along with several firefighters. named The complaint Intervenors’ added as de- Moore,

ReNika Adegbile, C. Debo P. Department fendants the Fire City Boddie, Smith, Elise C. Johnathan J. Ria (“FDNY”), of New York the New York Tabacco, A. Legal NAACP Defense and City Department Citywide of Administra- Fund, Inc., York, NY; Educational New (“DCAS”), Mayor tive Services Mi- Civin, D.C., Joshua Washington, for ami- Bloomberg chael and then-New York Legal cus curiae NAACP Fire Defense & Edu- Fund, Inc., cational in support Scoppetta Commissioner Nicholas Appel- their lees. capacities. individual and official adopted 2. We have the form of racial identifi- Vulcans. (without capitalization) cation used history. Discrimination New York the December City appeals from The City Hispanic has a substantial black and issuing far-reaching perma- order According to the population. Department City. City The injunction against nent City Planning, in blacks were for appeal brings up contends Hispanics percent were 27 percent 13, 2010, January grant- order review time, population. percent- At that against summary judgment ing age firefighters who were black was 2.6 claim, disparate treatment the Intervenors’ percentage Hispanic and the who were intentional discrimination. alleged which percentage minority was 3.7. The low cross-appeal from the Intervenors personnel persisted in the FDNY has 1, 2012, partial judgment, final February only 4 some time. From 1963 to 1971 54(b) to Rule of the Fed- pursuant entered employees all FDNY percent were Procedure, dismissing Rules of Civil eral pending litigation black. com- When against claims Defendants Intervenors’ percentages menced in of black Fire Mayor Bloomberg and Commissioner Hispanic firefighters had increased to immunity. grounds of Scoppetta on percent, respec- percent 3.4 and 6.7 (1) summary judgment conclude that We tively. firefighter percentage The black the Interve- improperly entered on significantly York been New has (2) claim, disparate treatment nors’ below those for other cities with substan- Mayor against law claims federal and state population. tial black for exam- dismissed, as Bloomberg properly were firefighter ple, percentage when the black law claims Commis- were the state percent, for New York was 2.9 law Scoppetta, but the federal sioner percentages percent Ange- were 14 Los *6 Scoppetta against claims Commissioner Houston, les, percent in 20.4 percent 17.1 (3) reinstated, portions most should in Chicago, percent in and 26.3 Philadel- unchallenged injunction the based on the percentage of fire- phia. The black finding were the disparate impact within fighters significantly has also been below discretion, but District remedial Court’s percentages the for other uniformed ser- portions portions, particularly other those 2000, City. vices in New York As of the improper on the based in FDNY percentage of blacks the was 3.8 discretion, ruling, treatment exceeded that in Police De- percent; percentages the the (4) remand, trial on the and on the bench Department, and partment, the Sanitation liability phase of the treatment 16.6, Department the were Corrections City the reas- claim should be 24.3, 61.4, respectively. and judge. signed to a different district We 1973, In examination for en the written therefore, part, in in part, affirm vacate City firefighters was try-level New York and remand. discriminatory impact on held to have a Society minority applicants. See Vulcan Background City Dep’t, Inc. v. Civil New York Fire Commission, 1265, F.Supp. procedural factual and Service The extensive (S.D.N.Y.), part, relevant litigation is set forth in in background of aff'd Cir.1973). (2d Entry-level exams in New F.2d 387 detail United States (E.D.N.Y.2009) York, had firefighters for in 1988 and 1992 F.Supp.2d used blacks,3 although use Impact Op.”). disparate impact on (“Disparate 2.2, candidates, percentage was and percentage the black 3. The of blacks who took the 1988 10.9; 5,000 scoring percentage was 1.3. In highest hired exam was challenged was not The FDNY administered the Exams to of these exams 34,000 firefighter applicants more that and court. 5,300. 3,100 hired more than Of the blacks Pending litigation—disparate impact 4,200 Exams, Hispanics and who took the claims. August In filed Vulcans the FDNY hired 461 blacks and 184 His- complaint discrimination an unlawful pass panics. For Exam No. rate Equal Employment Opportuni- the federal percent for whites was 89.9 and for blacks (“EEOC”)- Exam No. percent. 60.3 For ty Commission The EEOC pass percent rate for whites 97.2 and complaint to the subsequently referred percent. or blacks 85.4 May Department of Justice. (“the Government”) complaint alleged The Government’s

United States sued job-related the Exams were neither VII, challenging Title two under necessity, nor consistent with and business separate employment procedures FDNY sought enjoin challenged procedures screening selecting entry-level and require “appro- take firefighters alleged unjustified to have an priate action to present correct the effects disparate impact Hispanic on black and discriminatory policies prac- of its applicants. Specifically, the Government tices.” challenged the use of two written examina- 5, 2007, September On the District tions, No. administered permitted and several Vulcans (the No. administered “Ex- named individuals to The In- intervene.4 ams”), initially applicants screened on complaint tervenors’ added as defendants pass/fail basis. Government also DCAS, FDNY, Mayor Bloomberg, challenged processing the rank-order Scoppetta. and then-Fire Commissioner i.e., applicants, establishing passing After the District Court bifurcated the score to reflect FDNY needs new re- separate liability ease into phas- and relief scores, listing, cruits and in order of test es, the Government and the Intervenors all applicants above that score. Candi- partial summary judgment moved for passed dates who the written FDNY Ex- Thereafter, disparate impact claim. physical performance ams and a test were 23(b)(2) Court, pursuant to Rule *7 place on a eligibility rank-order list that Procedure, Federal Rules of Civil certified based, part, was in on the written exami- consisting applicants a class of black nation score. position entry firefighters.5 of level 8.5; percentage taking firefighters firefighter of blacks appli- the exam was All black cants who sat for Written Exam percentage either 7029 hired was less than 2. or Written Exam [and] were harmed following employ- one or more of the previously 4. The Intervenors had filed a com- practices: ment plaint without leave of the District Court. (1) Defendants’ use of Written Exam 7029 complaint jury That contained a demand. pass/fail screening aas device with a cutoff granting the Intervenors leave to file a com- 84.75; score of 5, 2007, plaint September the District (2) processing Defendants’ rank-order of Court noted that the Intervenors and the De- 7029; applicants passed who Written Exam fendant, i.e., City, right had waived their (3) Defendants’ use of Written Exam 2043 jury permitted to a trial. The Intervenors’ pass/fail screening as a device with a cutoff 25, 2007, complaint, September filed on does 70.00; score of and demand, jury not contain a and no defendant (4) processing Defendants’ rank-order of has made such a demand. applicants passed who Written Exam 2043. York, City United States v. New 258 F.R.D. of (E.D.N.Y.2009). 5. The class consists of: claim, 22, 2009, alleging that the Defendants’ use of the District Court July On and the Interve- the Government’s granted employment challenged procedures summary judgment on the motion for nors’ constituted intentional discrimination Disparate See impact claim. disparate applicants. black That claim rais- F.Supp.2d at 132. The Op., 637 Impact appeal. es one of the central issues on this Exams and the rank- ruled that the 25, 2008, July On District Court im- disproportionately ordering of results applicants, augment motion to Hispanic black and denied the Intervenors’ pacted its burden City not satisfied had claim their treatment demonstrating employment amending complaint challenge their “ad- “job-related” or “consis- were procedures discriminatory screening ditional and se- necessity.” Id. at 84- with business tent lection devices” used from 1999 to the im- finding of disparate The Court’s 132. that, present. The Court noted at the undisputed statistical was based on pact sought to time that the Intervenors had showing Hispanic that black and intervene, represented they had they failed the applicants disproportionately them,” “taking pleadings they find were application Exams and on meticulous simply seeking dispa- to add the were Ass’n decision Guardians Court’s claim. rate treatment Dep’t. Inc. v. City New York Police (2d Commission, 630 F.2d 79 Civil Service 18, 2009, City moved to Sept. On (“NYC Cir.1980) ”), outlining Guardians dismiss the Intervenors’ claim of intention- job-relat- assessing the standards discrimination, and, al on October exam. See Dis- employment of an edness 2009, the Intervenors filed a motion for at 87- Impact Op., F.Supp.2d parate partial summary judgment on the issue of Thereafter, City began using Government, discriminatory intent. The per- the District Court Exam which alleged discriminatory which had not treat- basis, to be used on an interim mitted complaint, join did not ment disparate impact. See United despite its summary judg- Intervenors’ motion for York, F.Supp.2d City v. New States disparate treatment claim. ment on the (E.D.N.Y. 2010). 274, 294-95, 300-02 opportunity Court afforded 13, 2010, the District Court January On id., validated, see Exam 6019 have comprehensive opinion granting issued a found, subsequently F.Supp.2d summary judg- motion for the Intervenors’ 2010, that exam hearing July after claim. ment on their treatment invalid, see United States York, 683 States v. New See United 07-cv-2067, York, 2010 WL New No. (“Dis- (E.D.N.Y.2010) F.Supp.2d 2010). (E.D.N.Y. Oct. at *5 *8 the Op.”).We Treatment recount parate challenge appeal, City the does not On this II, In ruling that in Part details of infra. judgment against grant summary of the the In- opinion, the Court dismissed claim, City disparate impact on the the Mayor against claims tervenors’ Title VII determine, nor, far can the Dis as we Scoppetta Bloomberg and Commissioner invalidity of ruling on the trict Court’s lia- subject are not to because individuals Exam 6019. 243-44, VII, and Title id. at bility under Pending litigation—disparate treatment discriminatory treatment dismissed reasserting In to the dis- claim. addition ground on the against claim them claim from the Govern- parate impact official qualified and they were entitled Intervenors’ com- complaint, ment’s immunity, id. at 269-72. discriminatory treatment plaint added a 9, 2010, Pending litigation—relief. Septem- On On December the Intervenors equitable monetary moved for and relief 10, 2009, July after the Court’s ber previous finding, based on the Court’s Opinion but before Disparate Impact summary judgment, dispa- motion for of 13, 2010, January Disparate Treatment its Among injunctive rate treatment. other a pro- the Government submitted Opinion, relief, they requested appointment of injunctive requesting order and posed compliance, monitor to oversee enhanced monetary implement Dispa- relief to advertising target recruitment and mi- Opinion. January Impact rate On nority applicants, modification of 2010, eight days Disparate after the Treat- post-exam screening process, FDNY’s Opinion, ment the Court issued the first of prevention workplace of retaliation and dealing four orders with relief. The Janu- firefighters. discrimination black ary primarily parties 21 order alerted the 28, 2011, February On the Government monetary compliance issues that order, proposed submitted a revised relief anticipated pursuing, specifi- but requesting relief based on the Court’s dis- cally City develop a new required parate impact finding. August testing procedure entry-level firefight- the District Court held a bench trial to ers. It left for future consideration the injunctive determine appropriate relief for City extent to which the could continue to City’s intentional discrimination. The use Exam a test the first admin- Government participate did not that tri- January istered 2007 and had used al. generate thereafter to its most recent fire- 30, 2011, September On the Court is- fighter eligibility validity list. The of that fact, sued findings detailed based on previously challenged test had not been trial, the evidence introduced at the bench adjudicated. support subsequent grant injunc- tive relief. The Court noted that its “as- 26, 2010, May On the Court issued a sessment of the evidence” was “influ- order, second relief order. In that enced” the factual record established in that, in Court stated the absence of needed stages earlier litigation, including materials, it could not then determine the finding that Exams 7029 and 2043 had validity of Exam 6019 nor determine to a disparate impact on black Hispanic what extent the FDNY could use the re- candidates, firefighter finding of inten- entry-level sults of that exam for hiring of discrimination, tional finding and the firefighters. complexity In view of the Exam job 6019 was invalid for lack issues, pending appointed relief the Court validation. United States v. New Special Master to facilitate the Court’s York, 07-CV-2067, No. 2011 WL assessment of Exam 6109 and to oversee (E.D.N.Y. 2011). *1 Sept. n. 1 Ap- City’s development of a new exam.6 proximately later, one week the Court is- 19, 2010, On October the Court issued a sued a draft remedial order and informed permanent- third relief order. That order parties that it intended to appoint a ly enjoined using from Exam Court Monitor to oversee com- 6019, with a exception limited not relevant pliance per- with this order. The Court *9 appeal. to the City mitted the and its Intervenors an initially appointed 6. The Court Robert M. County Attorney’s with the New York District Office, headed, Morgenthau Special Morgenthau Master. On June which he had relieved, City objected after the to the day selection asked to be and on the same Morgenthau City's disputes of appointed Mary because of the Court Jo White. Appellate the draft or- I. Jurisdiction to comment on opportunity 8, 2011, the Court der. On December All parties acknowledge jurisdiction our injunction principal that issued 8, 2011, injunction, to review the December subject appeal. this See United States of 1292(a)(1), § see 28 U.S.C. and the Febru York, 07-CV-2067, New No. City v. of 1, 2012, ary partial judgment final dismiss (E.D.N.Y. 2011) Dec. 2011 WL 6131136 ing against Mayor Bloomberg claims Op.”). The details of the (“Injunction Scoppetta, and Commissioner see Fed. injunction that will be recounted terms of 54(b). R.Civ.P. The challenge Intervenors IV, infra, dealing with the in Part jurisdiction our to review the District those terms. objections to several of 13, 2012, January ruling Court’s granting Court, February the District On summary judgment the Intervenors on 54(b) to Rule of the Federal pursuant disparate their treatment claim. They Procedure, certified for en- Rules of Civil point ruling out is not a final summary judgment ruling its try partial incorporated order and has not been into a Mayor dismissing claims City final judgment. responds The Bloomberg Scoppetta and Commissioner jurisdiction disparate we have over the immu- qualified on and official grounds ruling “inextricably treatment because it is nity. injunction. intertwined” with the Lamar appeal, and the timely filed a Penn, Advertising LLC Town Or timely cross-appeal, filed a Intervenors (2d Park, chard Cir. Motions which have been consolidated. 2004) (internal omitted); quotation marks back-pay damages pending remain County see also Swint v. Chambers Com District and are not the sub- mission, 35, 51, ject this appeal. (1995). 131 L.Ed.2d 60 Discussion First, agree City. with the We considering any Before of the issues on Intervenors themselves focused almost ex explicitly appeal, we note that the has clusively disparate on the treatment find challenge declined to the District Court’s injunctive order ing proposed their remedy disparate impact ruling, re- relief, and, during the bench summation entry-level a new quiring development of relief, emphasized trial that broad rem on exam, appointment Special or the were needed to counteract intention edies City’s appellate papers Master. The also significantly, al More discrimination. present challenge no to the District acknowledged that explicitly District Court substantially third relief order en- Court’s findings injunction its on which the would of Exam What the joining use “influenced” later be based were challenges appeal granting on its is the finding, and some of disparate treatment summary judgment in favor of the Interve- of that far-reaching provisions the more disparate nors on their treatment claim at least injunction appear grounded, to be injunction aspects beyond and all finding. partially entirely, if not requiring development those of new en- “intertwining” Sufficient exists between try-level cross-appeal, exam. On the injunction and the treatment challenge Intervenors the District Court’s summary judgment ruling support pen against Mayor of their claims dismissal latter appellate jurisdiction over the dent Bloomberg Scoppetta and Commissioner ground immunity. ruling. of qualified on the

82 Summary Judgment Ruling any on to that person group

II. The cause believe or of in a persons engaged pattern prac- is or Disparate Treatment the Intervenors’ tice of to full enjoyment resistance of Claim any rights by [subchapter of the secured considering grant the District Court’s 21], chapter of that pattern VI or summary judgment of to the Intervenors practice is of such a nature and is intended claim, disparate on their treatment which deny .rights to the full exercise of the discriminate, requires an intent to we note ....”7 A group plain- herein described questions subjective that the outset tiffs, class, may entitled to a be certified as rarely by summary intent can be decided pattern-or-practice also initiate a suit. See Fitzgerald, v. judgment. See Harlow Cooper v. Federal Reserve Bank Rich- 800, 816, U.S. 102 S.Ct. 73 L.Ed.2d mond, 467 U.S. 876 n. (1982). principal presented The issue (1984) (“[T]he 2794, 81 L.Ed.2d 718 ele- by summary judgment ruling concerns of a prima pattern-or-practice ments facie obligation the nature of a defendant’s case are the same a [as Government-initi- respond presented by to a facie case 707(a) private ated suit under Section in a ] plaintiff class in a pattern-or-practice action.”); class Franks Bowman Trans- discriminatory treatment lawsuit. Co., 747, 750-51, portation (1976) pattem-or-practice Initiation (analyz- L.Ed.2d issue, considering ing alleging pattern Before class action of discrim- claim. we inatory employment practices). pattern-or-practice first consider how a claim A pattern-or-practice arises. claim Although pending brought suit was by under Title can VII be asserted either States, by the United the Government did plain- the United States or a class of allege pattern practice not of discrimi- tiffs, usually prospective current or em- natory solely treatment. Its claim was against ployees whom some adverse em- use of Exams 7029 and 2043 ployment action has been taken because of a discriminatory impact minority had impermissible reason such as race. applicants position entry-level for the 707(a) Section Rights the Civil Act of Intervenors, firefighter. The once certi- 2000e-6(a), § class, U.S.C. authorizes fied as a have asserted what Attorney bring General to a civil action amounts to claim of pattern-or-practice whenever officer “has reasonable treatment.8 position.” Complaint, Section was amended Section 5 of Pray- Intervenors’ Equal ¶ Employment Opportunity 3(d). Act of phrase er for Relief men- 2000e-6(c), § give 42 U.S.C. tioned all in the Intervenors’ extensive EEOC, General, Attorney rather than the au- support memorandum of law in of their mo- thority bring patter-or-practice suits summary judgment tion for on the against private employers. sector Nevertheless, by treatment claim. the time Disparate the District Court issued its Treat- complaint explicit- 8. The Intervenors’ did not Opinion, phrase promi- ment had become ly pattern-or-practice. assert a claim of a opinion captioned nent. Section IV of that phrase That litigation entered first rather “INTERVENORS’ TITLE VII PATTERN-OR- unobtrusively aspect prayer as one of the DISPARATE PRACTICE TREATMENT which, complaint, relief in the Intervenors’ F.Supp.2d CLAIM.” 683 at 246. And as the listing requested injunction, elements Court, litigation phrase has reached this “appoint entry-level asked the fire- appears repeatedly in the briefs of the fighters among qualified appli- from black Intervenors, although conspicu- and the it is cants in sufficient numbers to offset the his- (ex- pattern ously practice toric absent of discrimination from Government’s brief testing appointment cept description blacks in for one mention in the

83 types Both of suits involve a scheme of individual and Comparison of shifting by contending burdens borne next com claims. We pattern-or-practice both, plaintiff sides. bears the ini- pattern-or-practice and individual pare presenting prima tial burden of a facie difference between principal claims. The Douglas, case. Both McDonnell 411 U.S. pattern-or-practice and discrimi individual 807, 1817, Teamsters, 93 S.Ct. 431 that, although claims is natory treatment 336, 1843, U.S. at 97 S.Ct. refer to the discriminate, an require an intent to both plaintiffs initial burden as a burden to requires an intent to dis individual claim case,” meaning establish “a facie see, person, e.g., one against criminate a sufficient evidence to create rebuttable Green, 411 Douglas Corp. v. McDonnell presumption of the existence of the ulti- L.Ed.2d 668 93 S.Ct. U.S. Douglas, mate fact at issue: in McDonnell (1973), claim re pattern-or-practice and a employer’s intent to discriminate that “racial discrimination was quires against plaintiff, and in operating procedure[,] standard company’s employer’s pervasive practice of intention- prac regular rather than unusual al discrimination the class. The tice,” Brotherhood Team International Supreme general Court has noted that States, 324, 336, 431 U.S. sters v. United phrase ‘prima only facie case’ not “[t]he (1977), and 52 L.Ed.2d 396 may legally denote the establishment was directed at a that the discrimination mandatory, presumption, rebuttable but Franks, victims, see, e.g., class of U.S. may also be used courts describe the 1251.9 It should be noted 96 S.Ct. plaintiffs producing enough burden of evi- not a pattern practice case is “[a] of fact to permit dence to the trier infer free-standing cause of action separate and issue,” Dep’t the fact at Texas Commu- ..., really merely another method but Burdine, 248, 254, nity 450 U.S. Affairs disparate treatment can be which (1981), 101 S.Ct. 67 L.Ed.2d 207 n.7 Authority New shown.” Chin v. Port explicitly and has “that in the instructed Jersey, F.3d 148-49 York & New ‘prima Title context we use facie case’ VII (2d Cir.2012) in a (quoting parenthetical sense,” in the former id. SA, v. Petroleos de Venezuella Celestine (5th Cir.2001)) (internal plaintiffs In an F.3d individual omitted).10 familiar initial consists of the now marks burden quotation recommendations, partic- Opinion, Disparate Commission's] Treatment tices District Court's criteria,” ¶ 32, 19). hiring ularly regard United States at with to its see Brief for repeatedly FDNY have and “the and the enti- We surmise that the Intervenors are remedy obviously failed refused pattern-or-practice claim be- tled to assert situation,” ¶ 33. they sought granted class cause and were alleged dispa- action status Co., 54, 73, v. Shell Oil EEOC Cf. impact Exams 7029 and 2043 but also rate (1984) (requir- 80 L.Ed.2d 41 long-standing pattern of discrimination ing charge by a an EEOC filed commissioner firefighters. complaint alleged, hiring Their persons "identify groups of that he has among things, FDNY has a "[t]he other have been discriminated reason to believe unlawfully discriminating long history of against”). hiring process against blacks in its and of firefighters maintaining the number of black Supreme has criticized the 10. compared disproportionately low level at its regulations adopting "special for not EEOC representation population in the to their whole,” ¶31, closely tailored to the characteristics of more “the FDNY has Co., 'pattern-or-practice' Shell Oil consistently cases.” comply and refused to failed n.19, 104 S.Ct. 1621. many [City's Equal Employment Prac- 466 U.S. at 67 *12 discrimination.”). “(i) belongs practice that he tern or With showing components of (ii) cases, minority; applied that he initial types plaintiffs both to a racial joba for which the qualified prima facie only present and was burden is (in) that, applicants; seeking employer support pre- that will a rebuttable case rejected; qualifications, he was despite his in sumption of the ultimate fact issue. (iv) that, rejection, posi- after his and Douglas plaintiff Once the McDonnell employer con- open tion remained case, facie prima has established its applicants persons from tinued to seek employer then shifts to the “to burden McDonnell complainant’s qualifications.” discrimination,” presumption rebut the 802, S.Ct. 1817. Douglas, 411 U.S. at 93 Burdine, 254, at 101 1089. 450 U.S. S.Ct. onerous,” Burdine, “not 450 This burden is “ employer need ‘articulate some indeed, 253, 1089; it is at 101 S.Ct. U.S. nondiscriminatory legitimate, reason “minimal,” Mary’s Honor Center v. St. ” 253, employee’s rejection.’ Id. at 101 506, 2742, Hicks, 502, 113 S.Ct. 509 U.S. added) (emphasis (quoting S.Ct. 1089 (1993), “slight,” or 125 L.Ed.2d 407 Wana- 802, Douglas, 411 at 93 McDonnell U.S. Co., Rope maker v. Columbian 108 F.3d 1817).11 Teamsters, Cir.1997). (2d Supreme In 462, S.Ct. 465 employer responding Court said case, pattern-or-practice plain- In a in prima pattern-or-prac- to a facie case in tiffs initial burden is heavier one re- tice suit has the burden to “defeat” that lighter respect in another than spect case, 360, 431 U.S. at 97 S.Ct. 1843. in an It the burden individual case. “[Djefeat” might thought imply plaintiff in that the must make a heavier “rebut,” something stronger that but showing pervasive policy of a prima facie language indicates that the Court’s discrimination, of intentional see Team- thing means the same in both contexts. sters, 336, 1843, 431 U.S. at 97 S.Ct. rather Douglas, McDonnell the Court said that single discriminatory than a instance of employer may discharge its rebuttal lighter in that plain- treatment. It is by “articulat[ing] legitimate, burden some initially tiff need not show discrimination nondiscriminatory employ- for the reason against any particular present prospec- 802, rejection,” ee’s 411 U.S. at 93 S.Ct. 360, employee. tive id. at 97 See S.Ct. 1817, the Court similar- 1843; Chin, at Although 147. ly employer may said that the do so against particu- of discrimination instances “providing] nondiscriminatory explana- employees policy lar are relevant to show a apparently discriminatory tion for the re- discrimination, they of intentional are not sult,” 431 n. 97 U.S. S.Ct. 1843. required; showing a statistical Although explicitly the Court has called impact might suffice. See Hazelwood States, employer’s burden in a McDonnell School District v. United U.S. 299, 307-08, Douglas “production,” case a burden of 97 S.Ct. 53 L.Ed.2d 768 (1977) (“Where Burdine, gross disparities statistical U.S. shown, they may proper

can be alone in a and has not used that word to describe prima pat- employer’s pattern-or-practice case constitute facie burden in a respect, discriminatory impact, job-related. In this the rebuttal burden have a on employer Paper Moody, in a treatment case See Albemarle Co. v. 422 U.S. 405, 424, disparate impact is less than the burden in a 95 S.Ct. 45 L.Ed.2d 280 case, Co., (1975); Griggs case. In the latter bears v. Duke Power 424, 431-32, proving the burden of that the neutral em- 28 L.Ed.2d 158 exam, (1971). ployment policy, such as an shown to must, course, ployer’s think the rebuttal burden both defense be de- we Reyn ...[,] “production.” signed contexts is one of See to meet the facie case (2d Barrett, F.3d olds v. Cir. suggest do not mean to [w]e there are 2012) (noting pattern-or-practice any particular type limits of evi- production case “the burden of shifts employer may dence an use.” 431 U.S. at Robinson v. Metro-North employer”); 360 n. 97 S.Ct. 1843. The Court offered *13 (2d R.R., 267 F.3d Commuter example employer an of an pattern whose Cir.2001) that in (noting pattern-or-prac post-Act hiring product pre-Act was a “ production] ‘the then [of tice case burden hiring, id. at 97 S.Ct. an exam- ”) employer’ (quoting shifts to the Team ple of evidence that would rebut the infer- 1843) sters, 431 U.S. at 97 S.Ct. discriminatory ence of arising intent from (brackets Robinson), abrogated in on oth statistics, plaintiffs dispute but not Stores, grounds by er Wal-Mart Inc. v. statistics themselves. That showing would — Dukes, U.S. -, 131 S.Ct. 180 not proof pat- demonstrate that the (2011).12 L.Ed.2d 374 tern inaccurate insignificant; was or it A in pending central issue case is would demonstrate that the proof showing an must what make pattern legally irrelevant.

satisfy production pat- its burden of in a In tern-or-practice case. Teamsters the course, always Of it is open to a employer’s stated that the Supreme Court defendant to meet its production burden of prima burden was “to defeat facie by presenting a direct attack on the statis showing pattern practice by or demon- tics upon prima relied to constitute a facie strating the Government’s A might case. defendant endeavor insignificant.” either inaccurate or plaintiffs show that the statistics are inac at 1843 (emphasis U.S. add- curate, for example, infected with arithme ed). emphasized ques- words raise a errors, lacking tic or signifi statistical Supreme tion whether Court cance, example, based on too small a thought employer’s rebuttal evidence sample. But the rebuttal not need be so must be directed at the statistics that often may limited. A defendant rebut the infer prima constitute the facie case of discrimi- a by accept ence of intent simply pre- nation or at the rebuttable ing plaintiffs a producing statistics and sumption discrimination arises from non-statistical evidence to show that it those statistics. Teamsters, such an intent. lacked Supreme recognized

We think the meant that the em- this means of Court Court ployer produce any rebutting prima by stating must evidence that is a facie case rebutting employer’s provide relevant to the inference of dis- that “the burden is to a plaintiff nondiscriminatory explanation ap crimination. No can limit for the type parently discriminatory of evidence that a defendant must result.” 431 U.S. produce Again, to rebut a facie case at 360 n. 97 S.Ct. 1843. such an particular support explanation selection of evidence to rebuts the inference from a statistics, Supreme explicitly plaintiffs though that case. The even it does recognized point directly challenge this obvious Teamsters the statistics thems that, although when it stated em- elves.13 “[t]he Supreme viewing fully

12. In Court had no a that had been tried on the case employer's need to label the nature of the merits. rebuttal burden because the Court was re- son, has the sentence might have been created Larson’s rewritten confusion Some and, quoted significant- in Robinson more in the late point by passage on this making it clear ly, includes subsection Arthur Larson’s treatise on em- Professor evidence, including that non-statistical this Court ployment discrimination efforts, action are employer’s affirmative Robinson, 159. That quoted probative “both relevant to and of absence begins by stating, “Three basic passage Larson, óf intent to discriminate.” Lex open to the defen- avenues of attack are 9.03[2][c], § Employment Discrimination statistics, challenging plaintiff’s dant (2d ed.2011) (footnote omitted). at 9-20.1 source, namely accuracy, on the assault recognized have that non-statistical We al, 1 Arthur Larson et probative force.” evidence, such as defendant’s affirmative 9.03[2], § Discrimination Employment program, probative action of the absence (2d ed.2001) added). (emphasis This 9-23 *14 employer’s of an intent to discriminate. sentence, isolation, might read in be Moore, 746, See Coser v. 739 F.2d 751-52 chal- thought require employer to to (2d Sears, Cir.1984); see v. also EEOC lenge plaintiffs statistics as such. But (7th Co., 302, Roebuck & 839 F.2d dispelled by Prof. interpretation that (“[SJtatistical Cir.1988) only evidence is recognition pas- in the Larson’s later same rebutting a one method statistical Robinson, in at sage, quoted also case.”). Although cases such as Coser and 159, may that a defendant use “other non- Sears, considering Roebuck were evidence tending statistical evidence to rebut negate discriminatory available intent at Larson, inference of discrimination.” su- trial, why we see no reason a defendant added). 9.03[2], § pra, (emphasis at 9-24 may proffer satisfy not such evidence to Indeed, Employ- the current version of in production burden of advance of trial on Discrimination, by compiled ment Prof. the merits.14 dissenting colleague 13. Our contends that we at But the referenced sentence from 103]. plaintiff's "proof,” have Teamsters refers to the "conflate[d] two distinct tests set out in defendant, jurisprudence,” plaintiff's by “statistics.” A our treatment [dis- presenting choosing evidence of its that it plaintiff pres- sent at and that where a 101] intent, lacked a satisfies its prima ents statistics to establish its facie case showing plaintiff’s rebuttal burden of that the pattern practice pervasive or or discrimi- prima significance. facie lacked Fur- nation, necessarily "those statistics must thermore, although suggests the dissent that addressed” the defendant’s rebuttal evi- ignored by permitting we have Teamsters a dence, [dissent 104]. prima defendant to rebut a facie case without contention, explicitly As to the first we have statistics, directly challenging plaintiff’s it recognized plain- the crucial a difference that opinion says, is the Teamsters itself that "We endeavoring present pattern prac- a tiff or suggest any do not mean to that there are tice claim of intentional discrimination must particular type limits on the of evidence an prove pervasive pattern a of such discrimina- employer may plaintiff’s prima use” to meet a plaintiff endeavoring pres- tion a whereas 46, facie 431 U.S. at 360 n. 97 S.Ct. ent a claim of individual discrimination 1843, says employer’s and also bur- may showing facially succeed that a neu- rebutting prima den in a facie case “is to policy discriminatory impact. tral a had provide nondiscriminatory explanation a contention, dissenting As to the second our result,” apparently discriminatory id. colleague cites 431 U.S. at stating employer opinion that an rebut- Reynolds recent in v. Barrett Our ting pattern practice produc- a facie or case stated that the defendant’s burden of plaintiff’s that "the must demonstrate statis- tion is to show "that the statistical evidence insignificant." proffered by plaintiffs insignificant tics were inaccurate or [dissent high a bar for the prima plaintiffs prima out,” Teamsters sets facie “drops case id., 510-11, case the or a class must see facie Government 509 U.S. at 113 S.Ct. in present pattern-or-practice determine, a case: evi- and the trier of fact must then trial, supporting presumption dence rebuttable after a full whether plaintiff has that an acted with the deliberate proving by sustained its burden of pre- purpose ponderance and intent of discrimination of the evidence the ultimate against an entire class. 431 U.S. at 97 fact at issue. See United States Postal employer facing Aikens, An S.Ct. 1843. seri- Service Board Governors 711, 715, opportu- ous accusation must have a broad U.S. 103 S.Ct. 75 L.Ed.2d (1983) (individual nity any present rebuttal relevant plaintiff prove must discriminate); Teamsters, that it shows lacked such an intent (Government intent. U.S. at 97 S.Ct. 1843 pattern-or-practice prove case must Continuing comparison intentional discrimination was the defen- shifting pat burdens individual and dant’s operating procedure.”). “standard cases, tern-or-practice note that a we de course, Of originally sup- evidence that production fendant’s burden of “can in ported plaintiffs prima facie case re- assessment,” Hicks, credibility volve no mains available to contribute to per- and “nec plaintiffs suasive force of the proof on the *15 essarily precedes credibility-assess ultimate issue. See Reeves v. Sanderson in stage,” (emphasis original). ment id. Products, Inc., Plumbing 133, 530 U.S. Nothing suggests in Teamsters that these 143, 2097, 120 S.Ct. 147 L.Ed.2d 105 aspects production of the defendant’s bur (2000); Burdine, at U.S. 256 n. apply pattern-or practice den do not S.Ct. 1089. claims. Nor are there differences with respect remaining however, to the aspects stage, of the At the relief spe a scheme, burden-shifting applies at least at the lia cial rule in pattern-or-practice bility stage of If a trial. the defendant cases. Once the Government or a class plaintiffs prima fails to rebut proven by preponderance facie has a of the case, the presumption arising policy from an un evidence a of intentional discrimina prima rebutted facie case entitles the tion and seeks relief for individual victims plaintiff prevail on the issue of liability policy, proof pattern of that of the or “[t]he proceed directly appro practice to the issue of an supports any inference that hand, priate particular decision, relief. See id. On the other employment during the if the defendant period discriminatory policy satisfies burden of which the production, force, presumption arising from was in in pursuit was made of that (citing way inaccurate.” 685 F.3d at 203 Team- should be offer understood to one sters, (substi- prima surely 431 U.S. at 97 S.Ct. 1843 a rebut facie but not the tuting proof, only way. understanding "statistical evidence” for That broader is re- (a) passage quired by recognition word used in the relevant in Team- in Teamsters that )). dictum; Reynolds employer may prima

sters This statement in an rebut a facie case required offering nondiscriminatoiy explanation, the issue in that case was not the a rebuttal, (b) content of a defendant’s but "wheth- U.S. at 360 n. 97 S.Ct. pattern-or-practice Supreme er recourse to the eviden- Court did not intend to limit the use, tiary appropriate type employer may framework is in a suit of evidence an id. It brought pur- required by point individual state officials is also the incontestable plaintiff adversary’s § suant to 42 U.S.C. 1983 for intentional dis- that no can limit its re- type sponding crimination.” 685 F.3d at 197. Even evidence as dic- tum, plaintiff present. Reynolds we think this sentence in that the chooses a and Measurement Morrongiello, then rests on the Tests burden policy.... [T]he Specialist City’s in the DCAS who ana- that the individ- to demonstrate employers Johnson, Exam a employment lyzed and Alberto was denied applicant ual employee primarily who re- reasons.” Team- DCAS for lawful opportunity sters, (citing sponsible preparing Exam 2043. See at 97 S.Ct. 1843 431 U.S. Franks, Disparate Impact Op., F.Supp.2d at at 773 n. 96 S.Ct. U.S. 1251). Stores, the efforts 100. Their affidavits detailed In Wal-Mart 131 S.Ct. job-related ex- explicitly they develop made to 2552 n. the inference was City pointed ams.16 The also to its efforts “a rebuttable inference.”15 called minority hiring through target- to increase The prima The Intervenors’ case. facie ed recruitment. un disparities supporting statistical a challenged finding that the Exams has rejection The District Court’s racially impact also served to grant rebuttal. The District Court’s prima a facie case on the Interve establish summary judgment to the Intervenors pervasive pattern of dis nors’ claim pattern-or-practice discriminatory on their treatment, criminatory especially light might thought treatment claim to mean long-standing pattern of low minori hand, things. either of two On the one ty in the FDNY. Hazel participation See might have concluded District, 307-08, wood School satisfy produc- had failed to its burden of (“Where gross statistical dis hand, might tion. On the other the Court shown, they may can be alone parities that, have concluded on the available rec- proper prima case constitute facie of ord, no reasonable fact-finder at trial could discrimination.”). pattern practice fail to find that maintained a dispute does not that the Interve pervasive policy of intentional discrimina- facie presented nors case dis *16 tory argued treatment. The Intervenors criminatory treatment. theory. their motion the latter One City’s City produced The rebuttal. The section of their memorandum of law in attempting support captioned evidence to rebut the inference of their motion is discriminatory it had acted with a “THERE IS NO GENUINE ISSUE OF THE nondiscriminatory intent. It articulated FACT AS TO CITY OF NEW using challenged reason for exams— YORK’S DISPARATE TREATMENT OF they facially fact that were neutral. PLAINTIFFS-INTERVENORS UNDER VII, City The also relied on its contention that TITLE AND PLAINTIFFS-IN- prepared the exams had in an at- ARE been TERVENORS ENTITLED TO A tempt comply “acceptable test de- JUDGMENT AS MATTER OF LAW.” in velopment Support methods.” Defendants’ State- Memorandum of Law of Motion ¶ Disputed Summary ment of in Judgment Opposition Material Facts 1. contention, support City prof- Quali- of this to Individual Defendants’ Motion for Immunity fered detailed declarations of Matthew fied at 8. That memorandum arising prima pattern prac- 15. This rebuttable inference at re- facie case of such or stage, proof by preponderance tice. lief after of the liability stage evidence at the of the existence pattern practice ruling against City or of intentional discrim- 16. The District Court’s ination, disparate impact should not be confused with the re- on the Government's claim arising presumption length. Dispa- buttable at the threshold discussed these efforts at See liability stage, presentation Impact Op., F.Supp.2d after rate at 100-08. does not contend that only judgment, failed the issue for the District Court satisfy production. its burden of was not whether the City produced had sufficiently evidence attacking the Interve- think it clear that We the District Instead, nors’ statistics. the issue was granted summary Court judgment for the City’s whether the rebuttal was sufficient Intervenors because it believed to satisfy had not satisfied its its burden of production. producing burden of stated, “If The Court challenge fails to inference intentional respond case, to plaintiffs’ prima facie or if discrimination arising from the Interve- carry it fails to its burden to dispel nors’ facie case.

prima facie then the court ‘must find the existence of the presumed fact of un- Second, the District rejected must, therefore, lawful discrimination and City produced evidence the to satisfy ” render a verdict plaintiff.’ Dispa- for the production burden of as “either incredi rate Op., Treatment F.Supp.2d 252 ble inapposite.” Disparate Treatment Hicks, (quoting U.S. at 509-10 n. Op., 683 F.Supp.2d at 266. The Court’s Hicks)). (emphases 113 S.Ct. 2742 (an of credibility assessment assessment Court then added: affidavits) information supplied in was important What to note is inappropriate. Determining whether a case, although either ques- the ultimate defendant has satisfied its pro burden of employer’s tion as to the state of mind is duction “can involve no credibility assess

technically left unresolved—since the Hicks, ment.” 509 U.S. at 113 S.Ct. fact-finder by has not found a prepon- Furthermore, “[t]he defendant need derance the evidence that employ- persuade the court that it was actually er acted with purpose— motivated proffered reasons.” employer’s failure discharge the Burdine, U.S. 101 S.Ct. 1089. obligations imposed on it the burden- shifting framework a finding mandates Nor was the rebuttal evidence of unlawful discrimination. “inapposite.” All of it properly pre- Hicks, Id. at sented attempt (citing 509 U.S. at show that the 2742). lacked a discriminatory intent. Although *17 produced racially Exams a The District Court deemed the impact and were determined the Dis- City’s rebuttal deficient for four somewhat trict Court not to be sufficiently job-relat- First, related reasons. thought the Court use, ed to justify their Disparate see Im- that City’s production burden of re pact Op., 110-32, 637 at F.Supp.2d quired it specifically to challenge In City was entitled to produce whatever evi- tervenors’ statistics and City faulted the dence it had to rebut the prima facie case because it did attempt “not to meet or of discriminatory treatment. That evi- undermine the Intervenors’ statistical evi dence properly included a showing that the dence.” Disparate Treatment Op., 683 neutral, Exams facially were Raytheon at see F.Supp.2d alone,” 253. “This failure Hernandez, stated, 44, Co. v. 51-52, Court 540 a U.S. 124 was sufficient to reason (2003) (Under grant S.Ct. summary judgment 157 L.Ed.2d to 357 the Interve nors. See id. As “the disparate-treatment we have ... explained framework a above, is, this was definition, too a neutral ... policy narrow view how a legiti- a may defendant mate, rebut a prima reason.”), nondiscriminatory facie case. the ef- On (albeit unsuccessful) motion for summary Intervenors’ forts prepare job- to

90 arise “at Guardians, that the Court said would 630 intent exams,17see NYC related any disparate- Title VII end “extensive (noting employer’s F.2d at 112 Disparate Treatment inquiry.” treatment they hoped a test develop ... to efforts (emphasis at 252 F.Supp.2d Op., validity”),18 and requisite have would improper, was the Court original). This recruitment, minority see the efforts al- “if defendants were thought, because Davis, 246, 96 426 U.S. Washington v. or circumvent bur- lowed to their sustain (“[A]ffir- (1976) 2040, L.Ed.2d 597 S.Ct. by invoking the production den of ultimate employer] to municipal [of mative efforts intent, burden-shifting struc- issue of any in- negated ... black officers recruit nullity.” become a Id. 253. ture would discrimi- [employer] that ference ....”). A disagree. defendant seek nated We “defeat,” 431 U.S. at ing to appeared to con- also The District Court facie case of inten a inapposite be- City’s sider the evidence stage at the rebuttal tional discrimination cause, opinion, was in the Court’s every right produce evidence has competing a ac- “construct not entitled to intent. that it did not have such an show Treat- Disparate of its behavior.” count conclusory denial will suf Although a 253. This F.Supp.2d at Op., ment fice, support that tends to a deni runs City’s rebuttal view of the burden always Su permissible. al is When the Supreme to the Court’s directly counter preme said Teamsters that Court employ- that “the in Teamsters statement satisfy may produc its burden a nondiscrimina- provide er’s burden nondiscriminatory by “providing] tion apparently dis- tory explanation for discrimina explanation apparently for the n. 431 U.S. at 360 criminatory result.” result,” at 360 n. S.Ct. tory 1843. example an of evi offering it was Third, viewed the the District Court disqualified as rebut dence was not to the sum- City’s opposition just Intervenor’s such evidence was also tal because improper ef- ultimate issue of discrimi mary judgment motion as relevant to the natory discriminatory intent.19 dispute fort the issue of firefighters; minority use of expressed ure to the view hire District 17.The people a circumstance that the Interve- subjective who the Exams is motives "the circumstantially city the Exams are nors shows acted designed contend question That contention will relevant to the whether intent. screening and to use the Exams as at trial. decision be available discriminatory.” Dispa- ranking devices (em- understanding why would F.Supp.2d at 254 It Op., rate Treatment defies who individuals phases original). ”[t]he But the was entitled think it virtue responsible developing principally produce evidence with that circumstantial were not, prior *18 the the claim it used 7029 and did relevance to rebut that Examinations [,] discriminatory developing consult with intent. to the Examinations Exams review the Guardians [IVTC] counsel City’s re- Intervenors contend decision,” Disputed Statement of Defendants’ concerning preparation of evidence the buttal ¶ 2. The District Court charac- Material Facts challenged because the exams is irrelevant "governing as the case terized NYC Guardians explain what affidavits do the test-makers’ not assessing validity the in this for Circuit action— the Intervenors assert is the “adverse Impact Op., employment Disparate tests.” here, challenged the ex- the continued use of F.Supp.2d at 108. (internal Intervenors at 128 Brief for ams.” However, omitted). the ad- quotation marks recog- action, Court seems to have employer 19. The District the must for which verse reason, presump- by stating the point nondiscriminatory is the fail- nized supply a Producing at stage the rebuttal some intent to discriminate.” Defendants’ bearing on evidence the ultimate issue of Memorandum of Law in Opposition to discriminatory intent does not render the Plaintiffs-Intervenors’ Motion for Sum- burden-shifting nullity. structure a That mary Judgment added). at 2 (emphasis structure purpose serves the useful Correctly understanding that a prima facie obliging employer identify to a nondis- requires case giving facts rise infer- criminatory challenged reason for its ac- ence of intentional discriminatory treat- tion. If employer ment, fails to do so or City was entitled to contend in produce otherwise fails evidence that rebuttal that the Intervenors had failed to meets the arising inference plain- present facts, from the such even though the Dis- case, prima tiffs facie loses. trict Court had found that their prima Hicks, See 509 U.S. at 113 S.Ct. 2742. facie case was sufficient. hand, On the other producing evidence At trial on the ultimate issue of whether that meets prima facie case moves a there a policy was intent, discriminatory pattern-or-practiee claim on to trial on the consider, fact-finder will among other merits, at which time plaintiff has to whether, things, as the Intervenors con- prove by a preponderance of evidence that tend, job-relatedness the lack of of the the real challenged reason action Exams should have apparent been to the was an intent to discriminate. The bur- City and whether the use den-shifting scheme has not impaired been Exams, once racially their im-

just employer’s because the rebuttal not pact known, proves, light prima meets the facie but case is also history of minority low hiring, relevant to the ultimate trial. issue City used the Exams with intent Nothing in obliges Teamsters an employer trial, discriminate. Prior the City to withhold its negating a dis- provided a sufficient rebuttal to the Inter- criminatory intent until that trial occurs. venors’ facie granting

Fourth, the District Court faulted the of the Intervenors’ motion summary City for “attempt[ing] to judgment circumvent its was error. production

burden of entirely by arguing III. Dismissal of Against Mayor Claims that the Intervenors have proved that Bloomberg and Scop- Commissioner City subjective harbored a intent petta against discriminate applicants.” black Disparate Op., Treatment F.Supp.2d The District Court dismissed the Inter- at 251. The Court understood the to venors’ Title VII claim against Mayor faulting the Intervenors for “failure to Bloomberg and former Commissioner produce direct evidence of the relevant Scoppetta for failure to state claim on culpable decisionmakers’ mental state.” which relief granted, could be see Fed. added). Id. (emphasis That was not what 12(b)(6); R.Civ.P. dismissed the Section said. oppos- memorandum 1981 and Section 1983 claims against these ing the Intervenors’ summary motion for officials on the ground qualified immuni- judgment on ty; treatment the state dismissed law claims claim, stated, “Plaintiffs-Interve- these ground officials on the not, nors have either byor infer- directly immunity. official Disparate See Treat- *19 ence, provided which prove an Op., 243-45, would ment 683 at F.Supp.2d 269- facts arising

tion from explanation contrary proof.” facie case “obli- Disparate or gates to come Op., with an F.Supp.2d forward Treatment 683 at 252. 92 Equal Protection § 1981 or the Interve- lated cross-appeal, the their

72.20 On rulings, but Id. immunity Clause.” challenge the nors 12(b)(6) was ruling, which Rule not the public mean that a did not Court County correct, v. see Patterson plainly that not have known official would Cir.2004) (2d 206, Oneida, 221 F.3d 375 1981 or the would violate Section official (individuals, distinguished employ- from as intentionally Equal Protection Clause VII). entitles, Title not liable under ing on the action taking employment adverse law immunity Qualified for federal proposition That of race. obvious basis immu- qualified for claims. The standards 1976, since see been clear least has v. See Anderson nity are well settled. 239-41, 426 96 S.Ct. Washington, U.S. 640, 635, 107 S.Ct. Creighton, 483 U.S. clear to the would not be 2040. What (1987); v. 3034, Mitchell L.Ed.2d 523 97 stated, officials, the District Court 530-36, 105 S.Ct. Forsyth, 472 U.S. burden-shifting analy- that the “Title VII Harlow, (1985); 411 457 L.Ed.2d whether an apply sis” would “to determine 818, 102 S.Ct. 2727. atU.S. individual, opposed governmental to a immunity began The District under employer, is liable for discrimination a su- observing that “to hold analysis by Equal § or the Protection either § violating liable for pervisory official Disparate Op., Treatment Clause.” Clause, plaintiff Equal Protection original). F.Supp.2d (emphasis at 270 that the defendant acted with ‘prove must ” immuni grounding qualified purpose.’ Disparate ty rationale the District Court on this F.Supp.2d at 270 Op., Treatment knowledge gov of a standard erred. The Iqbal, v. 556 U.S. (quoting Ashcroft officials, re erning public the conduct of 173 L.Ed.2d 868 129 S.Ct. qualified a claim of immu quired to defeat (2009)). theory of liabili- The Intervenors’ conduct— nity, knowledge primary Mayor and the Commissioner was ty of the violate con action of an official would that, although responsibility neither had nothing limitations. It has Exams, stitutional they both preparation for litigation of a secondary conduct of use, of do with awareness condoned their Re claim of constitutional violation. impact, despite and did so their Cf. Altmann, v. Employ- public Austria warnings Equal from the 159 L.Ed.2d to take correc- Practices Commission ment (2004) J., (Kennedy, Rehnquist, with whom theory, respect action. With to this tive (dis Thomas, J., stated, C.J., join, dissenting) Interve- District Court “The retroactivity, tinguishing, purposes from copious evidence nors have submitted “ ‘regulate the sec between statutes fact-finder could infer which reasonable litigation and not the ondary har- conduct Mayor and Commissioner primary par conduct of the underlying an intent to discriminate bored ”) Nevertheless, Hughes Co. (quoting ties’ applicants....” Id. black Aircraft Schumer, 520 U.S. ex rel. qualified the officials’ United States upheld the Court 939, 951, 1871, 138 L.Ed.2d 135 immunity because “it would defense (1997)). intentionally public If a official govern- to them from the have been clear pro- the detriment of current or vio- acts to legal precedent that such conduct ing 54(b). R.Civ.P. Court certified its dismissal 20. The District ruling appeal under Fed. immediate

93 public employees hand, on the spective basis of the other stated that Court there race, the official is shielded quali- not was “no directly evidence that and unmis- immunity simply fied because official takably proves that fact.” Id.

might have been that at unaware trial a question We both observations. burden-shifting regulate scheme would one, As to the second there require is no of ensuing conduct “For a litigation. con- ment that an intent to discriminate must right established, clearly stitutional to be proved be “directly and unmistakably.” its contours sufficiently must be clear that any Like element in a civil the ele a reasonable officialwould understand that ment of discriminatory intent need be doing what he is violates that right.” proven only by a preponderance of the Pelzer, 730, 739,122 Hope v. 536 U.S. S.Ct. evidence. See 336, 431 U.S. at (2002) 153 L.Ed.2d (emphases 666 97 intent, S.Ct. 1843. And any like state added) (internal quotation marks omit- mind, may proved by circumstances ted).21 reasonably supporting an inference of the Having rejected the District Court’s requisite See, intent. e.g., Koren, Blue v. stated reason for dismissing the federal (2d Cir.1995) 72 F.3d (requiring ground qualified claims on the immuni “particularized evidence of direct or cir ty, we next consider whether the record cumstantial facts” bearing on improper supports dismissal of these claims on the motive in order to resist defendant’s mo ground that the Intervenors have not tion for summary judgment). shown a violation of a right. federal District Court did not reach that compo time, At the same we cannot qualified immunity, nent Siegert see agree with the District Court 226, 232, Gilley, 500 U.S. 111 S.Ct. record revealed “copious evidence” of the (1991), 114 L.Ed.2d 277 accepting instead officials’ intent to discriminate. As the opportunity created Pearson v. Cal Supreme recently observed, Court has lahan, 223, 236,129 808, 172 “[P]urposeful requires discrimination more (2009), L.Ed.2d 565 first decide whether than intent as volition or intent as aware right alleged to have been violated was ness of consequences. It instead involves clearly Disparate established. See Treat undertaking decisionmaker’s a course of Op., 683 F.Supp.2d ment 270 n.32. of, action merely of, because in spite not

In considering whether the record would upon [the action’s] adverse effects an iden permitted have dismissal on ground tifiable group.” Iqbal, 676-77, 556 U.S. at (internal that the officials had violated a not federal quotation S.Ct. 1937 marks right, we encounter conflicting omitted; two state- and citation brackets in original); ments the District opinion. Court’s On see Personnel Feeney, Administrator v. hand, the one referred to “copi- 256, 279, U.S.

ous evidence” (1979) from which reasonable L.Ed.2d 870 (noting that “discrimi fact-finder could infer that natory purpose” officials implies just “harbored” an intent to discriminate possessed decisionmaker “intent as aware applicants. black Disparate See consequences” ness of but that he “select Op., Treatment F.Supp.2d at 270. On ed or particular reaffirmed a course of event, any (2d burden-shifting pro- Cir.1980), Title VII and Section see previously applied cedures have been Westchester, suits County Annis v. 136 F.3d under both Section see Hudson v. Inter- (2d 1998). Cir. Corp., national Business Machines *21 FDNY, his involvement heading the of, not sioner because part least action at using the re- decision to continue in the upon effects of, adverse merely spite an intent to Exams indicated (internal of the sults group”) quotation an identifiable ours to decision Were the omitted). am- discriminate. contains The record marks infer- such an make, would not draw we of officials’ awareness of the evidence ple more limited one ence, our task is the Exams, and but of the impact disparate such inference determining whether of awareness. dispute such not they do fact- by the reasonably be made could evidence sufficient it contains Whether Mayor, howev- respect to finder. With action a course of undertook they that not suffice to er, the record does think further we requires impact that of because to draw a reasonable a fact-finder permit consideration. light intent to of discriminate. inference Inter- cited Most of the evidence upon the myriad imposed duties of the resisting their burden of satisfy venors to city eight of officer of a chief executive judgment summary motion for the officials’ evidence would be more people, million take, officials did not steps the concerns to find that a fact-finder permit to needed they un- of action” rather than “course department municipal one of decision Intervenors example, the For dertook. of the Exams using the to results continue have Exams to to the failure point discriminatory in- an inference of supports use and their continued prior to validated Mayor. part tent on develop promptly failure to move their do not Although we exam. new valid Immunity state Official failure of senior officials doubt doctrine of The common-law law claims. an inference of support discrimina- act can employees immunity public shields official circumstances, particu- tory in some intent discretionary actions liability for “from position in a to avoid they are larly where govern during performance taken see, consequences, likely unconstitutional and “is intended to en functions” mental rel. Os- ex Larkins e.g., United States are free to ex public servants sure Cir.1975) (Cor- (2d wald, F.2d decision-making authority their ercise for unwar- liable rections Commissioner the courts.” interference from without inmate), we solitary confinement ranted York, 18 New N.Y.3d Valdez v. the cited omissions do believe 69, 75-76, 936 N.Y.S.2d N.E.2d Mayor or Commissioner suffice Here, (2011) immunity). (municipal they a reasonable inference that support Court, Dis by the District as explained they act because wanted declined to F.Supp.2d Op., 683 Treatment parate against applicants. black discriminate 270-72, of two of the the decision to continue hir highest-ranking officials aof principal eligibility from lists based ing firefighters arguably undertaken of action course discretionary deci the Exams involved deci is the purpose discrimination sionmaking. the results of the using to continue sion affirm District Court’s of their We therefore Exams with awareness and state to dismiss law decision federal disagree we impact. Although with Mayor Bloomberg on the against “copious evi claim that there was District Court immunity, official qualified grounds to discrimi intent dence” of officials’ to dismiss state affirm the decision law nate, fact- say cannot reasonable we Scoppetta on infer, claims Commissioner from all the evi might not finder immunity, but vacate ground of official dence, that, respect Commis- decision to dismiss federal law claims “close and continuing supervision” is “as *22 against Scoppetta Commissioner applicable the remedy the for City’s the grounds qualified of immunity. violation of disparate the impact provisions of Title VII as it is to the remedy for the Scope Injunction IV. of the City’s intentional discrimination scope of black firefighter “[T]he a district candidates.” United powers court’s City remedial under Title States v. York, VII is New No. 07-cv- of 2007, determined purposes 4639832, (E.D.N.Y. the of 2011 the Act.” WL at *11 5, 2011). 431 at Oct. U.S. 97 S.Ct. 1843. The Intervenors endorse Congress and, enacted Title this view it, VII achieve somewhat extending sug- equal employment gest opportunities that we uphold and “to should provisions all of eliminate discretionary injunction those practices solely on the basis of the devices which have fostered racially unchallenged disparate strati impact ruling. job City fied environments to that disadvantage contends the District Court of minority citizens.” exceeded its Douglas, McDonnell discretion entering an in- 411 junction U.S. at 93 S.Ct. 1817. that “Congress goes beyond scope of the deliberately gave the district Title VII disparate courts broad impact violation. authority view, under Title the City’s VII to fashion only provisions of the complete injunction most possible.” relief may Local 28 that be sustained as relief Metal for disparate Sheet its impact Workers’ International Ass’n liability are those EEOC, 465,106 that require U.S. a S.Ct. lawful method testing of (1986). 92 L.Ed.2d 344 a liability Once limitation on interim until hiring a valid racial exam established, prepared.22 discrimination has been Any more intrusive remedies, a district duty court has the City argues, render a are not war- that decree will eliminate ranted in discretionary the absence of a finding valid of effects of past pattern practice discrimination and or prevent of intentional discrim- ination, like discrimination in the future. and perhaps See Al not even then. Co., bemarle Paper 422 U.S. at disagree We positions of both 2362; Guardians, Bridgeport Inc. v. sides. We think that in respects some (2d Bridgeport, of injunction provisions go contains be- Cir.1991). Although a power court’s to yond what would be appropriate remedy appropriate unlimited, fashion relief is not only disparate impact and, liability, Guardians, Bridgeport see F.2d because we have vacated ruling grant- that, we have held appear it when ing summary judgment for the Intervenors “that the employer has prior discriminated disparate on the claim, treatment we will use of the challenged pro selection uphold only provisions those injunc- of the cedure, may then it also be appropriate to tion that are appropriate as relief for the fashion some relief, form of affirmative on City’s liability on the dispa- Government’s interim long-term basis, an to remedy impact rate hand, claim. On the other violations,” past Guardians, NYC 630 F.2d whatever the appropriate dimensions at 108. remedy straightforward for a case involv-

The District expressed Court ing the view disparate impact of a hiring conclusion concerning exam, the need for considerably more is warrant- relief We York, note recently 07-CV-2067, that the District States v. New No. approved use of the of a new results (E.D.N.Y. 28, 2012). 2012 WL Sept. entry-level exam firefighters. See United any exam with use of bars the distressing light case ed in this that is Hispanics against blacks minority hiring. impact FDNY limited pattern job-related. determination the 1973 after Even ra- because was invalid hiring exam requires approval Paragraph 16 Society impact, see Vulcan cially disparate in the hir- taking any step Monitor before F.Supp. Dep’t, Fire New York process. ing black City’s percentage *23 for com- 17 bars retaliation Paragraph or remained at has firefighters entry-level Para- discrimination. plaining against decades, and for several percent 4 below against black discrimination graph 18 bars com- percent of 3.4 percentage current the The candidates. firefighter Hispanic or achieved percent to the 16.6 woefully pares requires 19 paragraph of first sentence and Department Police city’s of intentional vestiges all elimination of City’s Correc- by the achieved percent 61.4 re- discrimination; sentence the second provi- Although some Department. tions and policies of all quires the elimination justified be injunction cannot of the sions discriminatory impact have a practices that of discriminato- finding absence in the candi- firefighter Hispanic on black and are well within intent, many provisions ry dates. remedy aas discretion District Court’s liability in view discriminatory impact for compliance with requires 20 Paragraph by the minority hiring history of of the Monitor. of the instruction un- City’s recalcitrance and the FDNY certain ex- specifies, with Paragraph steps. remedial dertaking be required all submissions ceptions, Injunction Terms” of The “General and the fire by the Commissioner signed exams and challenged enjoin the of use and and be reviewed Counsel Corporation discrimination prohibit prospectively Mayor. by the approved Hispanic applicants or against black require prior 22-24 notice firefighter. Paragraphs entry-level See position concerning parties and the at *4. the Monitor Op., 2011 WL Injunction preparation hiring details section new and Remedial Measures” “Specific eligibility lists. five substan- of new Injunction focuses Development Firefighter Test tive areas: require recruitment Paragraphs 25-30 Administration, Candidate Firefighter and efforts, hiring of a recruit- including Recruitment, Mitigation Plan and Attrition consultant, of a re- preparation ment Firefighter Entry-Level Reassessment compliance report, cruitment either Firefighter Selection, Post-Examination recommendations with the consultant’s Compli- EEO Screening, and Candidate them. following explanation Id. at *4-13. ance Reform. to miti- require steps Paragraphs 31-36 specific provisions describe We process. during attrition selection gate form.23 injunction abbreviated steps require various 37-46 Paragraphs Exams the use of bars Paragraph exams are administered. taken 6019,25 be after 7029, 2043, paragraph prohibition of the use of injunction's summary 25.The wording statements 23. The of these specific varying permission replaces the interim is not to understood Exam injunction. terms of the given previously to use exam. used in Paragraphs 1-13 define terms injunction. Paragraphs 37 and 38 require detailed itor to oversee the long-awaited FDNY’s any written record of oral conversations progress toward ending discrimination, that concern a Paragraph candidate. 39 ordering development policies to assure requires designation of a senior official to compliance with anti-discrimination re- the writing requirement. enforce Para- quirements, requiring efforts to recruit graphs 40 and 41 require written proce- minority applicants, ordering steps conducting dures for background investi- minority attrition, lessen ordering a docu- gations of candidates. ment retention policy, and requiring com- prehensive review of the process entire

Paragraphs require 47-51 steps, various selecting entry-level firefighters. Howev- including appointment of an EEO consul- er, we believe provisions several tant, must be compliance to assure equal em- deleted, modified or primarily because of ployment opportunity requirements. our vacating the grant of summary judg- Paragraphs 52 and require develop- *24 ment on the disparate treatment claim. compliance ment of and with a document policy. retention Paragraphs 54 and 55 Paragraph 19 must be modified to delete require discovery through pro- document sentence, the first which based on a deposition duction and availability to as- finding of intentional discrimination that compliance injunction. sure with the we subject have vacated to pro- further Paragraph ceedings. 56 authorizes sanctions for The second sentence generally noncompliance. barring policies and practices with a dispa- rate impact must also be modified to bar Paragraphs 57-77 Mark appoint S. Co- only those policies practices and job- not Monitor, duties, hen as specify his and related required necessity. business necessary authorize staff. Paragraphs provide 78-80 for the reten- Paragraph 21 must be modified to elimi- jurisdiction tion until at January least nate approval of submissions the Cor- Paragraphs 82 require poration Counsel, party is not a who to this costs, pay fees, to attorney’s and all litigation, and the Mayor, whose dismissal expenses. we have affirmed. Although we can un- derstand the District Court’s concern in After reviewing provisions these litigation against to have the light of the unchallenged disparate im City’s chief executive officer and chief le- (as pact finding, the yet) absence gal officer assume direct responsibility for proper disparate finding, treatment submissions, all requirements these are an FDNY’s record of minority hiring, minimal excessive intrusion into the duties of offi- broad, and the District Court’s but not cials charged with citywide responsibilities, limitless, discretion in fashioning appropri in the absence of either liability their or an relief, ate we conclude that the principal indication that imposing requirements on components of injunction appropri are the head of the department relevant will ate, but that several modifications must be inadequate. made.

In addition to proscribing use of the Paragraphs 26-29 must be modified to invalid exams and preparation of valid ex- requirement eliminate the of an outside ams, the District entirely Court was war- and, instead, recruitment consultant to as- in ordering significant ranted sign affirmative the consultant’s appropriate tasks to (although relief declining to any City order employees. Although the record war- hiring quota), including appointing a Mon- performance tasks, rants these it does of an requirement 26-29, to eliminate City with the burdening the require assign to EEO consultant outside an outside consultant. expenses

extra EEO to FDNYs tasks consultant’s the Monitor determines In the event that Monitor de- In the event that are not Office. employees designated City employees functions, designated he termines their adequately performing func- their adequately performing are not designation for to may apply desig- for tions, to the Court may apply 29 must he Paragraph consultant. an outside Para- consultant. of an outside modified, reason nation for the same be further modified, further graph 50 must be to eliminate paragraph to applicable 21, to Paragraph applicable Mayor’s approval. same reason requirement Mayor’s requirement of eliminate modified, must be 34-36 Paragraphs and certification. signature paragraph applicable to the same reason Mayor’s obligations to eliminate be modified 54 must Paragraph Fire those of the Commis- “any and substitute “any additional change document” sioner. non-privileged documents.” must be eliminated.

Paragraphs 37-39 must be modified 66 and 68 Paragraphs writ- contemporaneous requirement “reasonable change “short notice” concern- communications of all ten records must be modi- notice,” paragraph intrusive, least too ing hiring far days.” week” to “30 change “one fied to *25 dis- finding of intentional the absence to add 71 must modified Paragraph be crimination. Court, upon City may apply to “The modified and must be Paragraphs 40 to end the notice to the parties, reasonable intrusive, eliminate, detailed too to as Monitor’s of the of some all employment policies and PRB for CID requirements upon a demonstration and consultants staff requirement of devel- procedures; and of its burden has satisfied subject are oping procedures written Paragraph in proof specified modified remains. approval to the Monitor’s 78.” eliminated, for Paragraph must be to be modified Paragraph 78 must paragraphs to applicable reason the same subparagraph in nor” to “nor” change “and 26-29. (e) (a), subparagraphs and to eliminate im- be eliminated as Paragraph must (f) discrimination. concerning intentional Monitor, great a burden on posing too in must modified sub- Paragraph 79 be eligible will remain although Monitor “2017”, (a) “2022” to change to paragraph meeting. any PRB to attend (b) to be modified subparagraph must modified, for the must be Paragraph 45 City’s next two civil of the change “second 21, to applicable paragraph to same reason next civil “City’s to hiring lists” service Mayor’s requirement eliminate retention list.” An hiring extended service and certification. signature in the ab- is not warranted jurisdiction of discrimina- modified, finding of intentional sence must be Paragraphs 47-51 Paragraphs tion.26 applicable reason to the same prac- policies and to end the previously five District Court measures

26. We note stated, trial the court con- perpetuated "If the bench the harmful ef- after that have tices that, among City has shown cludes that hiring discriminatory practices fects of those things, has ended its other it relinquish ju- will the court procedures, affirma- hiring practices and taken sufficient Paragraph must pearance justice”); eliminated. United States v. Robin, satisfy (2d is entitled to undertake to Cir.1977) (in bias, banc) (“Absent of proof burden to be relieved of the in- personal junction’s prospective requirements when- reassignment is advisable to preserve the ”). ever it believes can do appearance justice it so. .... Paragraph 83 must be modified Although the District Judge ex change disparate “and treatment claims pressed several FDNY, criticisms of the

that were” in line 3 to “claim that was” we see no basis require reassignment of change Disparate “and Opin- Treatment the entire case to a judge. different How and, ions” in “Opinion”, lines 4-5 to ever, aspect one of the Judge’s handling of change “those claims” in line 8 to “that the case thus far warrants a limited form claim.” reassignment. In granting summary Although we have made several modifi- judgment to the Intervenors on pat their cations, in primarily view of the that a fact tern-or-practice discriminatory treatment proper finding of intentional discrimination claim, Judge Garaufis stated that made, has not been place we leave in the City’s rebuttal evidence opposition many provisions that the District Court that claim was “either inap incredible or wisely required has only order not to posite.” Disparate Op., Treatment remedy impact of the chal- F.Supp.2d at 266. lenged put exams but also to the FDNY on This assessment is cause for concern for a course compliance future toward First, two reasons. considering the suf- Title VII. ficiency City’s evidence, rebuttal modified, As injunction is affirmed.27 District Court’s task to deter- mine whether the rebuttal evidence *26 City’s V. The for Reassignment Claim to City’s satisfied the burden of production. a Different Judge But the beyond Court went that task and that, The contends in the of a granted event summary judgment to the Inter- remand, the case should be reassigned to a Although venors. summary judgment at judge different district because of what it preliminary the stage might proper be in a alleges is bias on part Judge case, the of Garau rare the Intervenors have not cited fis. That an is extreme remedy, rarely any case, none, and we have in found imposed, Jacobs, see United States v. 955 which employer’s an rebuttal evidence in a (2d Cir.1992) F.2d (reassignment is discriminatory treatment case resulted “extraordinary an remedy” for a summary judgment reserved plaintiff. for the case”) (internal “extraordinary Second, quota and more important, it im- omitted), tion marks but occasionally war proper for the District any Court to make ranted, bias, even in the absence of to credibility of in considering assessment avoid an appearance partiality, of His sufficiency see of the City’s rebuttal to the pamos Equitable Fair & Reapportion Hicks, Intervenors’ facie case. See (2d Griffin, ment v. (determin- Cir. 509 U.S. at 113 S.Ct. 2742 1992) (“firmness” of judge’s views ing warrant a whether defendant has satisfied its reassignment ed on remand to “ap- assure production burden of “can involve no ered- York, risdiction.” New WL 27. We assume District Court will a enter of injunction reflecting new at *15. the modifications required. we have however, conclusion, not war- does assessment”). only This The Court ibility of relief reas- City’s requested rant consid- so after credibility but did assessed judge. to a different the entire case signing only affidavits. ering would be impartiality of appearance Judge Garaufis have no doubt We a conduct of Judge to Garaufis’s limited could jurist who entirely fair-minded an of the liability phase trial on the bench remaining issues adjudicate impartially treat- disparate remanded Intervenors’ a reasonable think but we in this of the claim, phase and it is ment doubts have substantial would observer to needs be con- proceedings that future having branded judge, whether judge. by a different ducted “incredible,” thereaf- could evidence of portion a reassignment of This truth of assessing impartial be ter judge potentially will a different case to trial, the aat bench conflicting evidence implementation an issue as create jury Of a trial. having waived parties The District will injunctive relief. a to find wit- course, any judge were if (1) implementation supervise need appropri- testimony when incredible ness’s have af- injunction we portions of fact, trial finder of a bench ately acting as respect Government’s firmed judge from not prevent that would and, if the Interve- impact claim disparate tri- at future determining the facts bench disparate their prevail pursue nors testify, witness will (2) that same any als which claim, fashion addi- treatment a similar assessment though might even be warranted and relief that tional likely. De- any credibility would such implementation supervise witness’s in a the same witness District Court the relying on leave to the fendants relief. We super- are not determining appropriate bench separate trials task of succession Judge Garaufis trial or roles of a of different vision role succession entitled pre- judge assigned was dis- whichever their witness just because judges and/or liability phase where, at the trial of the as side trial. But at the first believed unlikely In the treatment claim. ven- here, an unwarranted judge makes agree cannot judges these two event that fact-finding preliminary at a into ture roles, any may party appropriate on their a party’s stage brands further relief. to this Court apply any wit- hearing “incredible” without ruling Interve- Pending favor nesses, have objective observer would *27 claim, if treatment disparate their nors on judge’s question basis reasonable may continue su- Judge'Garaufis pursued, assessing that in impartiality of portions of the pervising implementation v. Pan American trial.28 See Pescatore have injunction we affirmed. (2d Inc., 1, 21 97 F.3d Airways, World (“To remand, Cir.1996) a case on reassign separate trials permit rules federal The 42(b), prejudice, issues, bias or not find actual see Fed.R.Civ.P. separate need we of reasonably a second might, having facts only that we see no obstacle and but a question where bench objective try separate a issue judge an observer cause (internal judge first risks quo- that issue trial of judge’s] impartiality.”) [the omitted). partiality.29 of appearance an tation marks undoing pro- prospectively without case avoided this is the We note that unusual 28. already ceeding concluded. partiality appearance of risk where the of interlocutory appeal at a identified on an is single case Dividing aspects of between stage litigation can be preliminary of the and is doubtless un- the same court judge two Conclusion [plaintiffs] proof is either inaccurate or insignificant” required as by International grant summary judgment The to the Brotherhood Teamsters v. United States disparate Intervenors on their treatment (Teamsters), 324, 360, 431 U.S. 97 S.Ct. vacated; claim is dismissal the fed- 1843, (1977), 52 L.Ed.2d 396 the majority eral state against Mayor and law claims conflates the two distinct tests set out in affirmed, Bloomberg is as is dismissal disparate our treatment jurisprudence.1 against of the state law claims Commis- Scoppetta; sioner the dismissal of the fed- I. Two Burden-Shifting Different eral against law claims Commissioner Douglas Frameworks: McDonnell vacated; Scoppetta injunction is and Teamsters and, modified, affirmed; modified Supreme Court has “devised ser- the case is remanded with directions that shifting ies of evidentiary burdens” for the trial liability phase bench on the different types disparate treatment treatment claim Intervenors’ claims under Title VII “that are intended will reassigned to a progressively sharpen into inquiry judge. different district the elusive question factual of intentional in in part, part, Affirmed vacated discrimination.” Watson v. Fort Worth remanded. Trust, Bank 977, 986, & 487 U.S. 108 S.Ct. 2777, (1988) (internal 101 L.Ed.2d 827 cita- Judge POOLER in dissents with a part omitted). quotation tion and marks separate opinion. McDonnell Douglas, 411 U.S. POOLER, Judge, Circuit dissenting: S.Ct. the Court set out the burdens I majority concur opinion claims, individual and in of the controlling statements and con- law 431 U.S. at it estab- I, III, IV, in Parts clusions and V. I re- lished the analysis for pattern-or-practice spectfully however, II, dissent as to Part claims. See Robinson v. Metro-North I majority Co., because believe that the incor- Commuter R.R. 157 n. 3 F.3d rectly applies (2d Cir.2001). the standard in- for cases “The Douglas McDonnell volving an individual Title VII violation to frameworks differ im- Teamsters this pattern'-or-practice By requir- case. portant Barrett, Reynolds respects.” v. ing City merely (2d Cir.2012). “to some articulate 685 F.3d Although legitimate, nondiscriminatory reason” for same, their structures are essentially the the adverse action as set out in McDonnell “the specific stages” content of these Green, Douglas Corp. 792, 802, v. frameworks are “different.” Coates (1973), Johnson, (7th L.Ed.2d 668 rath- Johnson & Cir.1985). er it than demand “demonstrat[e] These differences exist to ad- *28 usual, 179, but our Court England has taken even more Corp., New Petroleum sending unusual course of (2d Cir.1979). bifurcated issues in 186-87 a single case to two different When courts. Temporary Emergency Appeals Court of Concluding ap- 1. correctly the district court ("TECA”) handling appeals existed for con- plied grant judg- in its summary Teamsters of cerning arising issues under the Economic ment, reassignment I believe to a different ("ESA”), Stabilization Act our Court divided however, judge unnecessary, district I appeals containing such issues sent the majority opin- concur nonetheless with the kept ESA to issues the TECA court ion's in Part V. conclusion (often issues) remaining issues antitrust in our Marketing, Court. See Coastal States Inc. v. 102 a has been discrimination unlawful “that separate of purposes the distinct dress by an policy or followed regular procedure of claims.

types Team- employers.” of group or employer to uncover discrimi aim suits Individual If 360, 1843. sters, 97 S.Ct. at 431 U.S. subject “has been plaintiff a nation where burden, the initial plaintiff meets his of because treatment’ ‘disparate toed showing “defeat” that must then employer Waters, Corp Constr. race.” Furnco that the Government’s “demonstrating by 2943, 57 98 S.Ct. 438 U.S. insignifi- or is either inaccurate (Marshall, J., (1979) concur L.Ed.2d 957 added). em- If the (emphasis cant." Id. Under dissenting part). ring part, produc- of satisfy its burden fails to ployer framework Douglas the McDonnell liability tion, concludes the the suit then to show required plaintiff individual Id. phase. remedial and enters the phase “(1) protected a a of he is member that If the defendant 361, 97 S.Ct. 1843. at (2) position for the class; qualified he was the dis- production, of the burden satisfies (3) em held; an adverse he suffered he determine, by a “must then trict court (4) ac action; the adverse ployment evidence, whether of preponderance giving under circumstances place tion took prac- in a or engaged pattern discrimination.” of inference [an] rise class-wide for it to “fashion tice” in order Rockland, 609 F.3d Cnty. Ruiz v. at F.3d Reynolds, 685 injunctive relief.” (2d Cir.2010); McDonnell also see (internal and citations quotation marks S.Ct. 1817. Douglas, U.S. omitted). facie prima establishes its plaintiff If the from scheme differs detailed Teamsters’ em to the then shifts the burden impor Douglas two that of McDonnell le only “articulate some need ployer who case. regards to this respects tant nondiscriminatory reason for gitimate, First, bringing an individ plaintiff unlike a Doug rejection.” McDonnell employee’s Douglas, under McDonnell ual claim 1817. If the las, 93 S.Ct. case establishing prima facie plaintiff burden, satisfy that employer is able required to use is often pattern-or-practice plaintiff, to the then returns inquiry (stat Id. at 97 S.Ct. statistics. reason is a the proffered demonstrate and will have continue ing statistics 804, 93 Id. at for discrimination. pretext in pattern-or-prac role important serve 1817. Robinson, F.3d at cases); see also tice Court an- contrast, Supreme Second, pattern-or-practice in a n. 3. “pattern-or- Teamsters, in Teamsters nounced defen governed case Section 707 brought under practice” satisfy claims a more difficult bur also dant must widespread plaintiffs’ prima aim to thwart of Title VII2 to the by responding den racial harshly Thus, used plaintiff that fall one where procedures facie case. a Teamsters prevail, isolated instances. than mere group rather statistical merely “articulate may not 336 n. defendant 431 U.S. at nondiscriminatory rea Douglas, legitimate, some McDonnell 1843. Unlike discrimination, as re alleged showing for the facie son” make a plaintiff must Douglas, 411 under McDonnell quired under Teamsters pattern-or-practice subchapter, and rights secured originate from Pattern-or-practice claims practice a nature pattern is of such 707(a) Rights Act Civil section *29 of the deny the full exercise 2000e-6(a), intended to where § which states 42 U.S.C. may bring Attorney a civil rights” General prac- pattern engaged in a or “persons [are] any enjoyment of action. full tice of resistance

103 802, 1817, at Burdine, U.S. instead the 248, U.S. Affairs employer must “meet” the Government’s (1981). S.Ct. 67 L.Ed.2d 207 Simi- Teamsters, proof, 431 U.S. at n. 97 larly, a Douglas McDonnell defendant’s 1843, by demonstrating plaintiffs burden less demanding—being able to statistics were inaccurate or insignificant. merely present legitimate neutral rea- Id. at Thus, 97 S.Ct. 1843.3 the bur son—where there are no statistics to con- of proof plaintiff dens both for and defen trovert. For example, it is sufficient if the dant are heavier under Teamste/ 4 defendant’s evidence simply sets forth “the reasons plaintiffs for the rejection.” Id. To understand reasoning underlying 101 S.Ct. 1089. Teamsters’ more demanding standards defendants, plaintiffs and in comparison contrast, In pattern-or- “essence” of Douglas, McDonnell that under we need practice claims is different they because only separate observe the types of discrim- aim to end discrimination of a different ination they aim to In end. an individual kind. These claims address cases where claim, targeted behavior in- involves employer “the treated all members of the stances of against discrimination a particu- in class way,” the same so “the manner of Reynolds, 685 F.3d at 203- plaintiff. lar proving [and defeating] claim usually Thus, 04. statistical evidence is not neces- heavily relies evidence, on statistical bol- or, sary fact, helpful establishing stered necessary with anecdotal evi- Id.; these particular occurrences. see also dence.” 1 al., Arthur Larson et Employ- Hudson v. Int’l Bus. Mach. Corp., ment Discrimination 8.02, (2d § (2d Cir.1980). at 8-15 F.2d In general, ed.2012) (hereinafter “Larson”). plaintiffs prima facie burden As under McDonnell Douglas Teamsters, Supreme has been character- underscored Tex. Dep’t Cmty. ized as “not onerous.” statistical evidence is often necessary in majority 3. The claims this differences, sentence incorrect- In addition to these two main ly substitutes the word "statistics” remedy particular harm they at which are "proof.” However, Maj. Op. at 86 n. 13. I aimed, pattern-or-practice claims authorize a agree requires that Teamsters the defendant specific injunctive form of against relief an meet the "proof” Government's and have stat- employer enjoyment "to the any full of the point ed this incorrectly Rather above. than rights secured the statute.” Chin v. Port replace "proof” with the word "statistics” N.J., (2d Auth. & 685 F.3d 146-48 of N.Y. this sentence logical reveals the further Cir.2012) 2000e-6) (citing (inter § 42 U.S.C. deduction that the defendant must meet quotation omitted). nal marks If the district plaintiff's proof. explains statistical It court fashion prospective can class-wide re point in the paragraph’s syllo- context of the lief, including injunctive "an order gism. syllogism proceeds from Teamsters of the practice, continuation 1) as follows: Under Teamsters a defendant keep order that the records of its has the showing "rebuttal burden of employment future periodic decisions and file plaintiff's prima facie signifi- lacked court, reports any with the or other order cance,” point majority which the necessary enjoyment to ensure the full 13; agrees, Maj. 2) Op. pattern-or- 86 n. rights protected by Title VII.” practice plaintiff's proof cases the is often (internal U.S. at quotation S.Ct. 1843 statistics, composed of as was the here. case omitted). Thus, marks 3) pattern-or-practice Ergo, in such cases the defendant's obli- relief, plaintiffs gation plaintiffs seek different is to unlike proof, by defeating meet that Thus, seeking meaning of individualized statistics. relief who assert "back those use of pay, "proof” pay, "statistics” compensatory recovery.” than front rather in this context cry (internal is a far Reynolds, from conflation and instead is at 203 citation logical the result of a omitted). conclusion. quotation marks *30 104 (2d 8.01[4], § at 8-13 ment Discrimination because cases pattern-or-practice

proving ed.2001)). it: “In a put one As Court “spo- mere more than prove plaintiffs must action, utilizing statistical complex class discrimination; rather, they acts of radic counterproof, the value proof and discrimina- intentional must establish high- sequence—-to Douglas ] [.McDonnell operat- ‘standard defendant’s tion was the ” in contrast—is about the issues light Robinson, at 267 F.3d ing procedure.’ minuet is to a thermonuclear as a relevant 336, Teamsters, at 431 U.S. (quoting 158 Bank, Nat’l Vuyanich Republic v. battle.” 1843). has used plaintiff Once 97 S.Ct. (N.D.Tex.1981), 656, va- 661 F.Supp. 521 prima out its to make statistical (5th 1195 grounds, 723 F.2d cated on other then “defeat must employer facie Cir.1984). Thus, who at- employer an addressing showing” facie require- the Teamsters tempts displace Teamsters, 431 U.S. at those statistics. proof must Douglas with McDonnell ment are no Although there 360, 1843. 97 S.Ct. fail. employ- of evidence type on the “limits must use,” employer because may continuously acknowledged

er have Courts demonstrate case and plaintiffs Teamsters and “meet” between these differences insignificant, id. at or example, it is inaccurate Douglas. For McDonnell 1843, were 46, if statistics n. 97 S.Ct. in opinion 360 its year following necessarily be used, statistics must those the distinc- Court reiterated Supreme Douglas addressed. McDonnell tion between Waters, Title VII Teamsters in cases. burden The Teamsters 575, In Wa- at 98 S.Ct. 2943. 438 U.S. identify wide carefully calibrated ters, by three individuals brought a suit acts; thus, an em spread necessary to that it was the Court found this test is an noncompliance with ployer’s ... contained “approach apply The bur purposes. attempt to evade ” “ it “was Douglas because McDonnell procedural ‘is a shifting framework den Teamsters practice’ case like ‘pattern device, ... an order designed establish 7,n. at & 98 Id. v. United States....” and, other like proof production,’ 2943; v. Fed. Re- Cooper see also S.Ct. rules, subjects noncompli procedural [it] Richmond, serve Bank regardless of parties to default ant (1984) L.Ed.2d or defens of their claims objective merit and McDonnell (distinguishing Teamsters (quoting St. Op. es.” Dist. Ct. contemplating addition- Douglas a case Hicks, Ctr. v. U.S. Mary’s Honor scope to determine the al proceedings (1993) 522, 113 125 L.Ed.2d 407 relief). individual Similarly, as it original)). (emphasis authoritatively held that has pattern-or-practice This Circuit fails address approach concerns, McDonnell establishes using the “ill-suited” Teamsters cases, from inap pattern-or-practice likewise distinct Douglas pattern of In Robin- Robinson, Douglas.5 n. of McDonnell 267 F.3d at 157 3 that propriate. son, “Title VII ah, enunciated that this Circuit Employ- 1 Arthur Larson et (quoting Cir.1987); (2d R.R. Ste. v. E. immediately 768-69 Marie Although fol our earlier cases Cir.1981), Ass'n, (2d 650 F.2d applied McDonnell lowing Teamsters both any over allayed concerns pattern-or- subsequently Douglas Teamsters tests them, definitively the two distinguishing confusion between without practice cases sets holding the Teamsters at New framework v. State Univ. N.Y. see Ottaviani pattern-or-practice Paltz, (2d Cir.1989); Wood distinct standards 875 F.2d Robinson, Auth., 267 F.3d 159-60. claims. See bury Transit N.Y.C.

105 disparate treatment claims are of two that Robinson adopted also one of the types,” either individual to be claims ana- predominant most differences between the lyzed under Douglas McDonnell or pat- tests: unlike the Douglas McDonnell bur- tern-or-practice brought claims under den-shifting framework, the un- employer Reynolds, Teamsters. 685 F.3d at 202 der Teamsters must “show that the statis- Robinson, 3). (citing 267 F.3d at 157 n. tical proffered plaintiffs is We have since reiterated Robinson’s hold- insignificant or inaccurate.” Reynolds, ing that Teamsters established the distinct F.3d 203. “Typically, this is accom- test for pattern-or-practice claims in sub- plished by challenging source, accura- sequent cases. Reynolds, See 685 F.3d at cy, or probative force of plaintiffs’ sta- 202; N.J., Chin v. Port Auth. N.Y. & (internal tistics.” Id. quotation marks and (2d Cir.2012). 685 F.3d 146-50 Lower omitted). Thus, citation “prudent de- courts in this Circuit have also diligently fendant will follow all three if possi- routes adopted approach, see, our e.g., Lomotey v. ble, presenting its own version of the num- Conn., Dep’t Transp., 2012 WL bers game, attempting to undermine the (D.Conn. 2012) at *12 Feb. (stating plaintiffs’ version specific with attacks on that is distinguishable Teamsters from validity statistics, plaintiffs’ Douglas framework); McDonnell EEOC v. garnering non-statistical evidentiary sup- L.P., Bloomberg F.Supp.2d 458, 468 port Robinson, as well.” 267 F.3d at 159 (S.D.N.Y.2011) (same); United States (internal omitted). citation and alterations Auth., N.Y.C. Transit 2010 WL (E.D.N.Y. 2010) *23 Sept. Robinson thus emphasized (applying the two dif- Teamsters fering aspects to this pattern-or-practice of the employer’s case burden and stating that “the under McDonnell Douglas Teamsters that are at today. issue framework First, does not apply Section 707 requirement that the employer cases”); United States v. New “insignificance show or inaccuracy” is a York, (S.D.N.Y. F.Supp.2d 419, much more difficult bar than merely prof- 2009) (collecting cases for the proposition fering some non-pretextual reason for dis- individuals cannot bring pattern-or- crimination as required by McDonnell cases), practice and at least one other Cir Douglas. Second, also unlike McDonnell cuit has recognized change Robinson’s to Douglas, this more difficult task under see, law, our e.g., Hohider v. United Parcel Teamsters must often be achieved re- Serv., Inc., (3rd 179 n. 11 sponding to the plaintiffs proof. statistical Cir.2009) (noting that recently more essence, In there is a statistical bind inher- “courts of appeals have used the Team ent in pattern-or-practice cases. Because two-stage sters to analyze framework pat plaintiffs proof will often composed be tern-or-practice claims brought private- statistics, employer and the must “de- plaintiff actions class under Title VII” and [prima monstrate] proof facie] Robinson, citing 158-60). 267 F.3d at either inaccurate insignificant,” Team-

In sters, addition to recognizing general these 431 U.S. at differences, this Court even went further required often to defeat the Reynolds v. Barrett and plaintiffs underscored statistical evidence.6 prescriptions This Reynolds Court’s sic” Reynolds, form rebuttal. F.3d at acknowledge 203; Robinson Robinson, the statistical (internal bind at 159 F.3d cita- employers cases, Thus, most omitted). will face. these Reynolds tion and Robinson the Court challenging stated that recognize statisti- that Teamsters allows for non-statis- cal "[t]ypical[ evidence, would ]” or the “ba- tical recognize but these cases also begin its To burden. in its more difficult interpretation our

Consistent *32 announced discussion, court district the our sister Cir- Reynolds, and Robinson their bur- clearly met that the Intervenors dis- Teamsters’ upheld similarly cuits have undisputed “sufficient by presenting Circuit, den Indeed, every save analysis. tinct fa- support statistical evidence Circuits, decided has Federal First the and or pattern City had a case that cie employ- quoting that specifically eases ap- black discriminating against practice is to demon- Teamsters under er’s burden Not Op 28-29.7 Dist. Ct. plicants.” proof offered plaintiffs that strate City’s that the bear out the statistics did Hohi- See insignificant.” or “inaccurate basis pass/fail Exams on of its use two 177-78; Morgan v. United der, F.3d at 574 yielded processing rank order and the 459, Inc., Am., 380 F.3d Parcel Serv. on adverse effects “statistically significant Co., Cir.2004); Boeing (8th v. Beck 463-64 29, candidates,” the Inter- at but id. black Cir.2003); (9th Thies- 38, Fed.Appx. 39 60 their statistical “supplemented also venors F.3d Corp., 267 Capital Elec. v. sen Gen. historical, anecdo- showing with extensive (10th Cir.2001); EEOC v. Joe’s 1095, 1106 in- that the tal, and testimonial Inc., 1263, n. 22 Crab, 1287 220 F.3d Stone was the discrimination tentional Cir.2000); Douglas & (11th v. Anderson for several procedure” operating standard (5th 1277, Co., 1285 Cir. 26 F.3d Lomason (internal quotation decades, at id. 31 Co., Sears, & 1994); v. Roebuck EEOC omitted). marks (7th Cir.1988); Ardrey v. 302, F.2d (4th Serv., 798 F.2d Parcel United had prima facie burden Finding the Cir.1986); Smith, 738 F.2d Segar met, moved the district court then been (D.C.Cir.1984); v. Aero Alexander 1300-01 enunciated requirement to the Teamsters Machinists Int’l Ass’n Lodge No. the bur- City “the bears Robinson that Workers, 565 F.2d Aerospace and ‘demonstrating [Interve- that den of (6th Cir.1977), superceded n. insig- or either inaccurate proof is nors’] grounds. statute on other ‘source, accuracy, by attacking its nificant’ ” (citing Rob- Id. at 33 probative force.’ or Correctly Ap- The District Court II. 159). inson, Having failed at plied Teamsters accuracy practical “dispute either analy- statistical significance of Plaintiffs’ recog- Thus, adhering to this unanimous ses,” found at the district court id. Circuit and by this nition of Teamsters re- “abjured ] [its to have Teamsters case faith- others, court in this district court entirely,” id. sponsibility pattern-or-prac- the distinct fully applied a com- stated, has offered “[t]he not meet did found tice test and ever, a net effect 2403 had rarely, if Exam proof employer’s will ap- They 684 black eliminating notice 607 and exclusively non-statistical. “between cases the pattern-or-practice the Exams that in most have plicants who would not failed statis- to consist of plaintiff's will need kept disparity” and also 144 black but for discrimination, widespread to show tics they appointments gaining firefighters from Teamsters, n. 339-40 received, (2) the would have otherwise will have to therefore the the net the examinations had rank-ordering of just than more answer evidence with "ap- applicants denying 112 black effect of proof. non-statistical wages and years' worth proximately 34 they have absent seniority would received plaintiffs example, the court found 7. For Op. Dist. Ct. policy's disparate effects.” (1) by showing proved burden their at 29-30. policy to application pass/fail Exam summary peting ‘statistical treatment of nondiscriminatory explanation” under class,’ protected attempted 85-86, 88, has not id. at I think the City was required undermine the Intervenors’ statistics with both under the law of this Circuit and ‘specific validity,’ Supreme on their attacks and has outset, show more. At the garnered no ‘anecdotal or the majority other non-statis- recognizes that tending pattern-or-practice “[i]n tical evidence to rebut infer- ” plaintiffs (internal initial burden is heavi- ence of Id. al- discrimination.’ er,” 84, however, id. at *33 it fails to recognize omitted). Thus, terations and citations Robinson's, that a similarly heavy burden also exists despite suggestion that “the for the defendant-employer under Team- prudent defendant will follow all three sters. (internal routes,” citation omitted), here, the lower court correctly Majority III. The Failed to Notice City found attempted that the to “circum- “Insignificant Teamsters’ or Inac- vent production its burden of entirely.” curate” Higher Burden is than Op. Dist. Ct. at 33. that Douglas. in McDonnell responding Rather than to the statistical First, majority the incorrectly tries to evidence, City only the “argufed] that the pare down the employer’s higher in bar proved Intervenors not ha[d] the Teamsters the one set out in McDonnell subjective harbored a intent to discrimi- Douglas. Teamsters, Under the employer nate black applicants.” In es- Id. may only satisfy heavy burden if its sence, City ignored the the inevitable con- defense prima “meet[s] the facie case” and clusion the statistics and tried to focus proves it “insignificant is or inaccurate.” But, on intent. stage, this lack “[a]t Teamsters, 431 U.S. at 360 n. 97 S.Ct. direct proof regarding employer’s the men- 1843. The majority tries to evade Team- tal state immaterial simply ques- to the sters’ more “insignificant difficult or inac- tion of the whether can rebut the curate” by characterizing burden lan- the presumption of unlawful discrimination guage in Reynolds Maj. as dictum. Op. at created the prima Intervenors’ facie n. 14. I 86-87 find this characterization showing.” Despite Id. the confounding. There is no read- reasonable correct “actually assertion that what moti- ing of Reynolds, which classify can employer’s

vate[s] the decision” is rele- dicta, language because, as especially as vant, Paper Hazen v. Biggins, Co. admits, majority the Supreme in 604, 610, 123 L.Ed.2d 338 clearly Teamsters stated that the employer (1993), departure from the Teamsters has the to “defeat” prima burden facie “fatal” framework is where the motivation case. Id. employer’s at 84-85. The bur- did not address the statistical evidence. den to the prima facie case as insig- defeat Dist. Op. Ct. at 35. nificant or inaccurate can certainly not be

In the face of the district court’s faithful said to be the same as McDonnell Doug- law, application of the majority not requirement las’ employer simply only overrules that decision well-reasoned plaintiffs rebut the evidence with offer but also confuses the pattern-or- distinct Still, nondiscriminatory reason. practice by incorrectly standard conflating majority tries to lessen more Teamsters’ employer’s burden in Teamsters with stringent language by stating al- “ ‘[djefeat’ the one in set out McDonnell Douglas. though might thought to im- Maj. Op. See at 84-85. majority While the ply something stronger than [McDonnell ” only asserts that the need provide Douglas’ ‘rebut,’ “a requirement to] strength case thing practice tern or “means same language

Court’s This argument at 84. to meet this rebuttal contexts.” Id. evidence sufficient both disregards plain language of much clearly typically to be burden will need also the law of this only strength but higher than the of the evidence pan- binding subsequent that is Circuit plain- to rebut an sufficient individual meanings separate els. Not were Douglas tiffs low-threshold McDonnell by the of “defeat” and “rebut” intended showing. use of two separate Court’s these Supreme ap- Segar, (discussing F.2d at 1269-70 words, separate meanings distinct but opposed Teamsters plicability of in the different are underscored standards Douglas pattern-or-practice McDonnell plain- requiring demonstration claims). words, majority ig- In other proof insignificant” tiffs “inaccurate nores fact that with substan- cases legitimate neutral showing versus some tial facie statistical reason.8 *34 Douglas offering a of a nondis- McDonnell Additionally, majority to con- the tries criminatory satisfy reason will not the em- met by quoting us a lower bar can be vince ployer’s higher burden under the Team- of the McDonnell Teamsters’ recitation sters Dist. v. bar. See Hazelwood School stating Insofar as

Douglas’ standard. States, 299, 308-12, 433 U.S. United may recognize the McDonnell Teamsters (1977) (detailing 53 L.Ed.2d 768 relevant, majority Douglas standard is necessary to how alternate statistics were is in fact correct. Teamsters does state showing). In- prima rebut statistical facie employer may “provid[e] that the a nondis- stead, McDonnell Douglas standard criminatory for the explanation apparently relevant to the extent that Teamsters Id. result.” at 84-85. Douglas, but encompasses McDonnell However, does not Teamsters state requires Teamsters’ burden still more be- fully satisfy employer’s duty to will yond it. insignificant” meet the “inaccurate or stan- Circuit, explained by As the D.C. dard. Majority Recognize IY. The Failed to bare articulation nondiscrimi- [t]he Proof Teamsters’ Method of natory explanation, while to sufficient Difficult McDonnell More than plaintiffs rebut an individual low-thresh- Douglas’ Douglas showing, gener- old McDonnell In paring employ- to addition down ally will to a not suffice as rebuttal majority er’s under burden typical showing of pervasive class-wide inaccurately also method of describes the in discrimination.... both individual majority The is correct required. and class contexts the action defendant burden; employer’s proof Teamsters states faces the it same rebuttal must need limited to alone. present permit evidence to not be statistics sufficient However, previously fact to draw as because explained, trier of to decline the infer- pattern-or-practice usually ence of from the suits focus on plain- discrimination discrimination, proof. pat- widespread tiffs’ But in the class action will statistics Beyond disregarding English the clear distinction in reveals differences. The Oxford Dic- unmake, separate tionary of these “defeat” instances words defines as "To with; undo, ruin, suggesting Supreme away destroy” Court does not do to comparison provide intend to use "defeat” as the word when it uses to "rebut” "to coun- it, majority ter-argument English Dictionary seems to misconstrue the law to.” Oxford (online 2012). meaning plain even when March these words ed. necessary to often be make such a case.9 states, As Larson defendant’s burden is a plaintiff presents such Where to “come forward with evidence sufficient part of its facie Teamsters to rebut the prima face case based on requires employer counter with Larson, statistics.” 9.03[2], § at 9-16. method of proof different than that which This means the employer’s rebuttal will be would sufficient under McDonnell often composed be of targeting “flaws in it Douglas; requires employer to ad- the plaintiffs [statistical] evidence.” Lar- Larson, son, the cold hard 9.03[2][a], § dress numbers. fact, at 9-17. Larson 9.03[2][a], § at 9-18 to -19. goes even further and states that the Su- preme Court’s decision in Bazemore v. majority disagrees. It admits the Friday, passage from stating, Larson employer (1986), L.Ed.2d 315 has interpreted “been has three avenues of challenge attack to to imply that the defendant must do more plaintiffs “the statistics,” quoted by this than merely point possible out flaws in the Robinson, “might thought plaintiffs statistical analysis, the defendant require challenge plain- must also show that consideration of the statistics,” tiffs but the majority abandons missing factors would make a difference that interpretation. Maj. Op. at 86. In- analytical Larson, outcome.” stead, the majority portion cites 9.03[2][b], § Thus, at 9-19. the defendant treatise, Larson’s which states that a de- required is often “present! ] own *35 may fendant use “other non-statistical evi- statistics to the court” which “a defendant tending dence to rebut the inference of will wish argue to ... are more ‘finely above, discrimination.” As Id. stated this tuned’ and have probative more force be- quotation does not present contradiction; a they cause take into consideration a vari- while use of non-statistical evidence is rele- ety of relevant plaintiffs factors that the vant, it is often not if sufficient it does not ignore.” Larson, § statistics 9.03[2][b], at meet prima the facie evidence. Although 9-19. goes state, treatise Larson’s on to in a section called “Other Rebuttal Tech- In addition to arguably misinterpreting niques,” that one Seventh Circuit case treatise, Professor Larson’s majority the found exclusive non-statistical evidence of disregards this Circuit’s by actual case law employer’s “an affirmative action efforts” claiming Reynolds’ language on the meth- relevant, may Larson, 9.03[2][c], § be at 9- proof, recognized Robinson, od of in 20.1, this case atypical. pres- Larson’s Maj. “dictum.” Op. at 86-87 n. 14. More- entation of this exception over, case as an sug- majority looks over logical gests that the defendant’s rebuttal burden conclusion in Robinson and Reynolds that will often not be sufficient unless it defeats are not always but often statistics re- the plaintiffs statistical or at quired because proffered “[statistics dur- very minimum attacks those ing statistics. ‘liability phase’ pattern-or- Larson, [b], 9.03[2][a], § See practice purport suit to demonstrate that a 9. showing "Statistics or Reynolds, (stat- racial ethnic imba- id. See also 685 F.3d at 203 probative are [disparate lance cases],” Teamsters, in treatment ing prima "statistics can alone make out a 431 U.S. at 340 n. facie case of pattern-or- in discrimination although S.Ct. anecdotal evidence practice suit if the gross statistics reveal a may bring be useful "the cold numbers disparity in the treatment of workers based on life,” convincingly to id. at 97 S.Ct. race”) (internal citation, quotation marks and necessary statistical evidence is often and of- omitted). alterations case, prima sufficient ten to establish a face framework for individual claims at an enti las does exists

pattern discrimination treatment.”); v. Petrol Celestine (emphasis F.3d at 204 Reynolds, 685 ty.” SA, 266 F.3d stated, eos de Venezuella “In a the Court original). in As (5th Cir.2001) (indicating “Teamsters make ease, these statistics can Title VII independent an meth proof method of [is] case facie out Webb, proof’); Davoll v. od of engaged pattern practice in a was (10th Cir.1999) (noting the Su This is because [statistics discrimination. “recognized spe preme Court has acts analysis collective or] frame Douglas cifics of McDonnell bidding employer’s be those who do the in factual inapplicable work are certain Id. motivation.” speak employer’s situations, including government when the in Robinson prescriptions This Court’s brought pattern has a broad-based acknowledge most “ba- Reynolds citing action” and practice or common situation that the rebuttal sic” 358-60, 1843); Segar, they because have will be statistical—not F.2d at (discussing applicabili 1267-69 as the evidence stating misread Teamsters ty proof op of Teamsters’ method as exclusively must be statistical but because Douglas pattern- posed McDonnell necessary for statistics will most often be claims). or-practice engaged plaintiff entity to show as in proof The Intervenors’ Teamsters, 431 U.S. pattern-or-practice. cases, in fact pattern-or practice most was Thus, at 339-40 n. Thus, method of statistical. treatise, in his non-statis- stated Larson proof required to be directed toward proof may disproving tical be relevant to majority’s classifica- those statistics. those but it most often will not be statistics proof these tion of differences method Larson, [b], 9.03[2][a], § sufficient. See apply choice as dictum and its Regardless, 9-16 to -20. whatever Teamsters’ and thus satisfied plaintiffs is—statistical or other- *36 City’s evidence, no facially give neutral that wise—if the defendant does not show that response Intervenors’ statistics insignificant it proof be inaccurate practice a clear and dis- pattern show of proof has not its burden of and carried crimination. the under proof, Whatever summary judgment granted must be Teamsters, City to de- obligated the was favor of plaintiffs. the Any contrary argument feat it. other is In the em undermining our easelaw on of Supreme the law this Circuit the ployer’s proof, majority of also method the Court.

ignores the of our that law sister Circuits Teamsters’ the Applying City Failed V. recog

have held the same rule. It well Meet Its Burden among nized other Circuits that the em the sta ployer must defeat Government’s case, dispute In this there is no Hohider, proof. tistical F.3d at See alleges Intervenors’ the New claim (“The judi Teamsters was framework City in a Department engaged York Fire cially promulgated as a of method that led to pattern-or-practice decades by pattern-or-practice brought claims minority being firefighters black and other government VII, the under Title as severely underrepresented Depart- in the provides by 2; a means Op. statute authorizes—it see also ment. See Dist. Ct. at particu can assess Maj. Op. which courts whether at As the district court 77-78. stated, filed, statutorily prohibited form at lar discrimi the time this claim was exists, Doug- only Department’s force was just nation as the McDonnell 3.4% the Teamsters. firefighters despite Maj. at composed Op. of black 88. only making up 25.6% of New black residents question that City remains whether the Dist. City’s population. Op. York Ct. at 2. defeated the proffered statistical evidence words, city eight In in a of over other plaintiffs insignificant or inaccu- people, million and out force with rate. See 360, 431 U.S. at 8,998 Department only firefighters, S.Ct. 1843. Id. Per- firefighters. employed 303 black burden, To carry proffered is that in an haps egregious most other- what the majority characterized as “a non- Department, esteemed per- wise “one using reason” for the test. an essentially sistent stain” has remained Maj. Op. at City’s response 88. The unchanged practice since at least designers test “did not intend to 1960s.10 Id. against any protected discriminate group,” pattern-or-practice In accord with this Dist. Ct. Dkt. at and that there is no presented copious Intervenors Mayor evidence that and the Fire Id. statistical evidence. at 28. The Commissioner to discriminate, id. intended district court found that Intervenors at 6-7. The City also stated that burden,11 id. met at regard- their but FDNY made less, recruitment efforts to in- here, we need not reach that issue Id. see where, fact, minority 9; crease also agree hiring. all parties the Inter- Maj. essence, Op. venors met their facie case under at 88.12 In the City fact, found, Op. In court facie (citing as the district case. Dist. Ct. Wai N.J., firefighters actually FDNY’s rate of black has some v. Port Auth. N.Y. & gone (2d Cir.1991)). down: [original] Society At the time of the Vulcan City points 12.The to more us detailed evi- litigation, Hispanics blacks and constituted recruiting, Appellants’ dence about its Br. at City’spopulation, only of the but 32% 5% 13-14, plan as well as an attrition meant to Department. In almost two dec- minority dropouts "reduce during candidate later, up City’s ades blacks made of the 29% application process. points It also to evi- population, firefighters. only but 4% dence in the “that record that both exams residents were 25% were constructed in accordance with "stan- black, compared to of its fire- 2.6% job analytic development dard proce- and test fighters. Between 1991 black points dures.” Id. at 19. The also us firefighters never constituted more than again promotional to the increased EMT ex- force, time this 3.9% case Additionally, ams. Id. at 20. "also percentage was filed in of black *37 University’s enlisted Columbia School of In- firefighters dropped had in the FDNY to analyze ternational and Public Affairs to and 3.4%. improvements diversity recommend to its ini- (internal omitted). Op. Dist. Ct. at 16 citations ("the Study”). tiative Columbia The Colum- stated, previously 11. Study conjunction As the bia Intervenors met arose in with the showing by "Strategic their burden that black candidates FDNY’s Plan” rebuild and 9/11, disproportionately strengthen failed Written Exams which 7029 after identified en- pass/fail hancing and diversity top priori- 2043 because the rank as one of its six ordering policies. Op. Finally, City points proof Ct. ties.” Dist. at 29-30. Id. the us to Additionally, High the district court noted that that it created an School this FDNY for Fire Life, City minority high was not the the had first time been which is a "99% brought incorporates firefighting to federal for its school [that] court (cit- firefighter use of Id. EMT examinations. at 11 studies with a traditional educational note, ing Soc’y Dep’t, Vulcan Fire N.Y.C. Inc. v. curriculum.” Id. Intervenors As none Comm’n, F.Supp. Civil Serv. of this evidence to the attention was called (S.D.N.Y.1973), part by relevant district court. Intervenors' Br. at 118-20. affd facts, (2d Cir.1973)). showing considering City’s argu- F.2d 387 This was Even these adequate more prima than to make out a ment still fails. proving its dis- overwhelming statistics the tests with prepared it had stated that intent, failed to criminatory development methods.” test “acceptable facie case. Here prima “meet” the Id. affidavits, non-statisti- City rebutted with bur- more difficult Teamsters’ Applying employees had no dis- proof, cal that its court offering, the district City’s den to the Although intent criminatory motive. evi- City’s it because deemed deficient cases, here where sta- in Title VII crucial Inter- sufficiently attack the not dence did entity’s proof of the discrimina- tistics are Maj. Op. at 88-89. venors’ statistics. intent,13 is to tory employer’s burden if found that even Thus, lower court The defeat those statistics. for a evidence sufficient City offered statistics, that the which show must show it proof, method of Douglas McDonnell intent, employer may are incorrect. un- Intervenors’ evidence didn’t defeat it had no ill-mo- merely not counter that there- The district court Teamsters. der tives. summary judgment granted fore pattern-or-practice on their Intervenors Moreover, disprove not the enti- may it case. merely stating employ- ty’s intent did not have a dis- making ees the exam City tried to evade appeal, On Instead, the statistics criminatory motive. heavy by arguing that burden Teamsters’ if non-statisti- challenged. Even must be according was sufficient proof its offer of did not probative, cal evidence is Hernandez, Raytheon Co. non-statistical evidence. present sufficient (2003). L.Ed.2d 357 S.Ct. designers that the Offering declarations Supreme Court held Raytheon, not intend to create a dis- the Exams did ... “proffer of neutral employer’s [a] an criminatory goes test in no sense wheth- under obligation satisfied its policy plainly discriminatory, as use of that test was er provide legiti- Douglas McDonnell Even if the tests proved. Intervenors mate, nondiscriminatory reason for the designed to discriminate were challenged action.” Id. minorities, undisputedly the use of them However, Raytheon, pres- unlike the through pass/fail and rank-order- did non- ent involved individual’s Still, majority tries to ing policies. City, pat- Hence the class claim. proof method of was argue case, tried to evade the tern-or-practice challenged it “the infer- sufficient because claiming demanding Teamsters burden arising ence of intentional discrimination Doug- for McDonnell gloss is but mere facie case.” from the Intervenors’ that Teamsters is Having las. established Maj. Op. at 89. a more difficult burden applies distinct and I conclude the employers, stated, key already although As intent is proof to defeat the Intervenors’ required pat- dealing in Title cases when VII insignificant. Here it did as inaccurate cases, non- tern-or-practice mere *38 not. discriminatory motivations the creation the of the intent

Moreover, City merely of- of a test are not end where the analysis. previously of As this Court has proof, in the face fered non-statistieal 9.03[1], may depend (stating plaintiff the on two forms 13. See Larson § at 9-13 suit” 1) proof any evidence: statistical disparate treat- of circumstantial ultimate burden "[t]he establishing past at the defendant's convince the fact finder that "aimed ment case is to 2) discriminatorily protected group” "tes- treatment of the and actions were the defendant's members”). practice timony protected class "pattern or from motivated” and that in (2d Cir.1983) stated, of F.2d (stating exams with dis- affir- “[p]ersistent use support required where, an in- mative relief may racial effects would parate example, if intentionally of intentional discrimination “the defendant has ference or egregiously engaged practice were not even in a test construction of proper discrimination”), Ass’n the that issue is attempted.” Guardians not relevant of Inc. v. Civil this initial Dep’t, stage disparate N.Y.C. Police Serv. under treat- (2d Cir.1980). tegts Comm’n, Thus, ment.14 persistent 630 F.2d 79 Where use of the merely on non-statistical bear out wishing rely if evidence of intent obligated to and without City proof addressing the was still raise more proof, the why statistics, explaining knowing City facts con- Intervenors’ the some cannot be was not said to prima tinued use of those tests have defeated the facie case. discrimination. As district court of Similarly, I fact City find the stated, the not the existence of trouble is engaged in minority recruitment does per City’s policy Exams se but help to defeat the Intervenors’ case be- using of those Ex- practice subsequently cause all potential black and Hispanic rank-ordering pass/fail ams as and devices. firefighters that were recruited would still Op. Dist. Ct. at 38. subjected have been the challenged pro- reason, fully agree stated, For I with the cedures. As court the district once subjec- that “the out district court’s conclusion Intervenors made facie who case that people designed City’s tive motives of the Exams discriminated only circumstantially Exams are rele- black of applicants, recruit- question City’s only proved to the whether the ment vant “more blacks were tak- screening ing Exams as the exam” decision use the and thus “more blacks were harmed, ranking discriminatory.” being illegally City’s and the and devices was evi- dence is hypothetically only scope Id. As stated the district relevant to the court, showing injury, the Exams were not its Dist. Op. source.” Ct. at 39. Davis, reapplied majority Washington and with a nondiserimi- The applied cites to 229, 246, natory “highly intent relevant to 426 U.S. would be (1976), City’s argue it L.Ed.2d sup- defense because would affirmative City’s negates efforts to recruit port inference that actual black officers 89-90, intent, Maj. Op. in enforcing reenforcing] intent inference of but [and rank-ordering pass/fail policies simply satisfy was to recruitment efforts do not select the best candidates.” Id. at 38-39. defendant’s to “meet” the burden But the mere initial of the test Teamsters. plaintiffs motivation case under designers the issue of doesn’t reach wheth- Instead, what matters under Teamsters post ex of those tests er use “(1) policies whether the has discriminatory. screening ranking applicants based on task,

Additionally, although may they perform required intent be rel how well (2) question imposing injunc policies to the what effect have on black evant those (3) impact theory, applicants, why tive relief under a decided to York, adopt policies.” Op. Berkman v. New those Dist. Ct. at 38. see Moreover, tionally' provisions 706(g) already our Circuit has deter- in order for the Against play mined to come not that there in Ass’n Discrimination into means must Emp’t, City Bridgeport, discriminatory purpose, Inc. v. have been a but *39 deliberate, (2d Cir.1981) requirement been n. "the acts must have that an have discriminated 'inten- accidental.” has of recruitment the evidence Because PLAZA, LLC, EXECUTIVE challenged use bearing on

no Plaintiff-Appellant, provide Exams, City does not because nondiscriminatory explanation a sufficient discriminatory showed where statistics COMPANY, INSURANCE PEERLESS ulti- would result, any recruits and because Defendant-Appellee. Exams, this mately face the 12-1470-cv. Docket No. Inter- to show that cannot serve insig- inaccurate or evidence was venors’ Appeals, States Court United nificant. Second Circuit. context, City completely In this Feb. 2013. Argued: as re- proof, Intervenors’ failed to meet May Decided: it did not even quired raising question a material approach Intervenors’ about whether the

fact insignificant appeal. on inaccurate or

Thus, City’s apparent disinterest problem it has known to be a

fixing what appar- and its than four decades

for more ac- defending itself now

ent disinterest pre- the Teamsters standard

cording to disregard the Teamsters

cisely type against. For protect meant to

test was reasons, I am unable to foregoing majority’s conclusion

agree with the City met its burden because sup- requirements by

may not meet its with the McDonnell

planting Teamsters standard, it unreasonable

Douglas in Robinson language

to understand Accordingly, Reynolds as mere dicta. summary entitled to

the Intervenors were pattern-or-practice their

judgment part I from that

claim and DISSENT majority’s opinion that holds other-

wise.

Case Details

Case Name: United States v. City of New York
Court Name: Court of Appeals for the Second Circuit
Date Published: May 14, 2013
Citation: 717 F.3d 72
Docket Number: Docket 11-5113-cv(L), 12-491-cv(XAP)
Court Abbreviation: 2d Cir.
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