Associated General Contractors v. California Department of Transportation ( 2013 )


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  •                  FOR PUBLICATION
    UNITED STATES COURT OF APPEALS
    FOR THE NINTH CIRCUIT
    ASSOCIATED GENERAL                       No. 11-16228
    CONTRACTORS OF AMERICA , SAN
    DIEGO CHAPTER, INC., a non profit           D.C. No.
    California corporation,                  2:09-cv-01622-
    Plaintiff-Appellant,     JAM-GGH
    v.
    OPINION
    CALIFORNIA DEPARTMENT OF
    TRANSPORTATION ; WILL KEMPTON ,
    individually and in his official
    capacity as Director of the California
    Department of Transportation;
    OLIVIA FONSECA ,
    Defendants-Appellees,
    COALITION FOR ECONOMIC EQUITY ;
    NATIONAL ASSOCIATION FOR THE
    ADVANCEMENT OF COLORED
    PEOPLE , San Diego Chapter,
    Intervenor-Defendants-Appellees.
    Appeal from the United States District Court
    for the Eastern District of California
    John A. Mendez, District Judge, Presiding
    Argued and Submitted
    February 11, 2013—San Francisco, California
    2    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    Filed April 16, 2013
    Before: Jerome Farris, Sidney R. Thomas,
    and N. Randy Smith, Circuit Judges.
    Opinion by Judge Farris
    SUMMARY*
    Civil Rights
    The panel dismissed an appeal from the district court’s
    summary judgment in a 42 U.S.C. § 1983 action in which
    plaintiffs, Associated General Contractors of America, sought
    declaratory and injunctive relief against the California
    Department of Transportation (Caltrans) and its officers, on
    the grounds that Caltrans’ 2009 Disadvantaged Business
    Enterprise program unconstitutionally provided race- and sex-
    based preferences to African American-, Native American-,
    Asian-Pacific American-, and women-owned firms on certain
    transportation contracts.
    The panel held that AGC did not identify any of its
    members who have suffered or will suffer harm as a result of
    Caltrans’ affirmative action program, and therefore AGC had
    not established that it has associational standing to bring suit.
    The panel further held that even if AGC could establish
    standing, its appeal would fail. The panel held that Caltrans’
    program survived strict scrutiny by (1) having a strong basis
    *
    This summary constitutes no part of the opinion of the court. It has
    been prepared by court staff for the convenience of the reader.
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   3
    in evidence of discrimination within the California
    transportation contracting industry; and (2) being narrowly
    tailored to benefit only those groups that have actually
    suffered discrimination.
    COUNSEL
    Ralph W. Kasarda, Pacific Legal Foundation, Sacramento,
    California, for Plaintiff-Appellant.
    G. Scott Emblidge, Moscone Emblidge & Sater LLP, San
    Francisco, California, for Defendant-Appellee; Oren M.
    Sellstrom, San Francisco, California, for Intervenors-
    Defendants-Appellees.
    Angela C. Thompson, Sacramento, California, for Amicus
    Curiae United States Justice Foundation.
    Sharon M. McGowan, United States Department of Justice,
    Civil Rights Division, Washington, D.C., for Amicus Curiae
    United States of America.
    OPINION
    FARRIS, Senior Circuit Judge:
    Associated General Contractors of America, San Diego
    Chapter, appeals from the district court’s adverse summary
    judgment rulings. AGC sought declaratory and injunctive
    relief against the California Department of Transportation and
    its officers, on the grounds that Caltrans’ 2009 Disadvantaged
    Business Enterprise program unconstitutionally provided
    4       A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    race- and sex-based preferences to African American-, Native
    American-, Asian-Pacific American-, and women-owned
    firms on certain transportation contracts. The Coalition for
    Economic Equity and the National Association for the
    Advancement of Colored People, San Diego Chapter,
    intervened to defend the program.
    On summary judgment, the district court upheld the
    constitutionality of Caltrans’ program and entered judgment
    for the defendants. Following Western States Paving Co. v.
    Washington Sate Department of Transportation, 
    407 F.3d 983
     (9th Cir. 2005), the district court held that Caltrans’
    program would satisfy strict scrutiny if it had a strong basis
    in evidence of discrimination in the California transportation
    contracting industry, and the program was narrowly tailored
    to those groups that actually suffered discrimination. The
    court held that Caltrans’ substantial statistical and anecdotal
    evidence provided a strong basis in evidence of
    discrimination against the four named groups, and that the
    program was narrowly tailored to benefit only those groups.
    AGC appealed. We DISMISS the appeal because AGC did
    not identify any of its members who have suffered or will
    suffer harm as a result of Caltrans’ program, and therefore
    AGC has not established that it has associational standing to
    bring suit.1
    1
    Caltrans’ request for judicial notice is GRANTED to the extent that it
    is compatible with F ED . R. E VID . 201 and “do[es] not require the
    acceptance of facts subject to reasonable dispute.” California ex rel.
    RoNo, LLC v. Altus Fin. S.A., 
    344 F.3d 920
    , 931 n.8 (9th Cir. 2003)
    (internal quotation marks omitted). The motion of the United States
    Justice Foundation for leave to file a brief as amicus curiae is
    GRANTED.
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   5
    I. BACKGROUND AND STATEMENT OF FACTS
    A. Statutory and Regulatory Background
    The Safe, Accountable, Flexible, Efficient Transportation
    Equity Act: A Legacy for Users, Pub. L. No. 109-59,
    § 1101(b), 119 Stat. 1144 (2005), authorizes the U.S.
    Department of Transportation to distribute funds to states for
    transportation-related projects. The Act is the most recent
    federal statute providing for race- and gender-based
    preferences in the transportation contracting industry in
    response to pervasive and ongoing discrimination. See
    Western States, 407 F.3d at 988 & n.3. The Act directs the
    Secretary of Transportation to ensure that 10% of funds
    distributed to states and municipalities are expended on
    “disadvantaged business enterprises.” § 1101(b)(2), 119 Stat.
    at 1156.
    The Act does not establish a uniform national affirmative
    action program. Each state that receives federal funds must
    implement a preference program that complies with federal
    regulations. See 49 C.F.R. § 26.1 et. seq. The regulations
    define “disadvantaged business enterprises” as small
    businesses owned or controlled by “socially and
    economically disadvantaged” individuals. Id. § 26.5. There is
    a reubuttable presumption that African Americans, Hispanic
    Americans, Native Americans, Asian-Pacific Americans,
    Subcontinent Asian Americans, and women are socially and
    economically disadvantaged. Id. § 26.67.
    States that receive federal funding must establish overall
    goals for disadvantaged business participation in federally
    assisted contracts. Id. § 26.45(a). In the process of setting a
    goal, the state must first determine the availability of
    6   A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    disadvantaged businesses in its jurisdiction. Id. § 26.45(c).
    Then, the state may make an upward or downward adjustment
    to account for factors affecting the availability of
    disadvantaged businesses. Id. § 26.45(d). After comparing
    availability data with the actual utilization of disadvantaged
    businesses, the state sets an overall goal to address significant
    disparities. Id. § 26.45(e).
    States must use race- and gender-neutral means to meet
    their goals to the maximum extent possible, but may use race-
    and gender-conscious means if necessary. Id. § 26.51(a)–(d).
    Generally, race- and gender-conscious means may not be
    targeted at specific groups. Id. § 26.51(e)(4). However, a state
    may use race-conscious means directed at specific minority
    groups, if it obtains a waiver. See id. § 26.15. States must
    seek approval of their affirmative action programs by the U.S.
    Department of Transportation every three years. Id.
    § 26.45(f)(1)(i).
    B. Ninth Circuit Decision in Western States
    In 2005, the Ninth Circuit decided Western States Paving
    Co. v. Washington State Department of Transportation,
    
    407 F.3d 983
     (9th Cir. 2005), which involved a facial
    challenge to the constitutional validity of a predecessor law
    to the Act, as well as an as-applied challenge to the
    Washington program implementing the federal mandate.
    Applying strict scrutiny, we upheld the constitutionality of
    the federal statute and regulations. Id. at 990–95. However,
    we struck down Washington’s program because it was not
    narrowly tailored. Id. at 999–1002. In so doing, Western
    States announced a two-prong test for narrow tailoring: (1)
    the state must establish the presence of discrimination within
    its transportation contracting industry, and (2) the remedial
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   7
    program must be “limited to those minority groups that have
    actually suffered discrimination.” Id. at 997–98.
    C. Caltrans’ Implementation of the Act
    Caltrans receives up to $3 billion annually from the
    federal government for transportation projects. Prior to 2006,
    Caltrans administered a race- and gender-conscious
    affirmative action program on federally assisted contracts.
    However, on May 1, 2006, Caltrans ceased to use race- and
    gender-conscious measures while it gathered evidence in an
    effort to comply with Western States.
    1. Evidence Gathering and the 2007 Disparity
    Study
    Caltrans commissioned a disparity study by BBC
    Research and Consulting to determine whether there was
    evidence of discrimination in California’s contracting
    industry. Disparity analysis involves making a comparison
    between the availability of minority- and women-owned
    businesses and their actual utilization, producing a number
    called a “disparity index.” An index of 100 represents
    statistical parity between availability and utilization, and a
    number below 100 indicates underutilization. An index below
    80 is considered a substantial disparity that supports an
    inference of discrimination. See H.B. Rowe Co. v. Tippett,
    
    615 F.3d 233
    , 243–44 (4th Cir. 2010).
    The research firm gathered extensive data to calculate
    disadvantaged business availability in the California
    transportation contracting industry. Based on review of public
    records, interviews, assessments as to whether a firm could be
    considered available for Caltrans contracts, as well as
    8   A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    numerous other adjustments, the firm concluded that
    minority- and women-owned businesses should be expected
    to receive 13.5% of contract dollars from Caltrans
    administered federally assisted contracts.
    The research firm then examined over 10,000
    transportation-related contracts administered by Caltrans
    between 2002 and 2006 to determine actual DBE utilization.
    The firm assessed disparities across a variety of contracts,
    separately assessing contracts based on funding source (state
    or federal), type of contract (prime or subcontract), and type
    of project (engineering or construction). A key difference
    between federally funded and state funded contracts is that
    race-conscious goals were in place for the federally funded
    contracts during the 2002–2006 period, but not for the state
    funded contracts. Thus, state funded contracts functioned as
    a control group to help determine whether previous
    affirmative action programs skewed the data. Moreover, the
    research firm measured disparities in all twelve of Caltrans’
    administrative districts, and computed aggregate disparities
    based on statewide data.
    The firm evaluated statistical disparities by race and
    gender. To control for gender, the firm grouped women who
    were members of racial minorities with male members of the
    same minority. As such, its report describes its gender control
    group as “white women-owned firms” and measures
    disparities for this group, as well as firms owned by African
    Americans, Native Americans, Asian-Pacific Americans,
    Subcontinent Asian Americans, and Hispanic Americans.
    The research firm published its results in June 2007.
    Within and across many categories of contracts, it found
    substantial statistical disparities for African American, Asian-
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   9
    Pacific, and Native American firms. For example, in
    aggregated state funded contracts, African Americans
    received only 15% of the contract dollars that would be
    expected, given their availability, and Asian-Pacific and
    Native Americans earned less than one-third and two-thirds,
    respectively. However, there were not substantial disparities
    for these minorities in every subcategory of contract. For
    example, the disparity indices for Native and Asian-Pacific
    Americans were above 80 in federally funded construction
    subcontracts.
    The disparity study also found substantial disparities in
    utilization of women-owned firms for some categories of
    contracts. For example, the disparity index for white women
    on aggregated state funded contracts was 48. After
    publication of the disparity report, BBC calculated disparity
    indices for all women-owned firms, including female
    minorities. The results showed substantial disparities in the
    utilization of all women-owned firms similar to those
    measured for white women. For some subcategories of
    contracts, there was no substantial disparity for white women-
    owned firms.
    Caltrans and the research firm also gathered extensive
    anecdotal evidence by (1) conducting twelve public hearings
    to receive comments on the firm’s findings; (2) receiving
    letters from business owners and trade associations; and
    (3) interviewing representatives from twelve trade
    associations and 79 owners/managers of transportation firms.
    Some of the anecdotal evidence indicated discrimination
    based on race or gender.
    10 A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    2. Design of Caltrans’ Affirmative Action
    Program
    Caltrans concluded that the evidence supported an
    inference of discrimination in the California transportation
    contracting industry. Specifically, Caltrans concluded that it
    had sufficient evidence to make race- and gender-conscious
    goals for African American-, Asian-Pacific American-,
    Native American-, and women-owned firms. Caltrans
    adopted the recommendations of the disparity report and set
    an overall goal of 13.5% for disadvantaged business
    participation. Caltrans expected to meet one-half of the 13.5%
    goal using race-neutral measures.
    On November 14, 2007, Caltrans submitted its proposed
    program to the U.S. Department of Transportation for
    approval. The proposal included a request for a waiver to
    implement the program only for the four identified groups.
    The program included 66 race-neutral measures that Caltrans
    already operated or planned to implement. Subsequent
    proposals increased the number of race-neutral measures to
    150.
    On August 7, 2008, the Department of Transportation
    granted the waiver, but did not approve Caltrans’ program.
    On April 2, 2009, the Department of Transportation approved
    Caltrans’ program designed for fiscal year 2009.
    D. District Court Proceedings
    On June 11, 2009, AGC filed a complaint alleging that
    Caltrans’ implementation of the Act violated inter alia the
    Fourteenth Amendment of the U.S. Constitution, Title VI of
    the Civil Rights Act, and Article I, section 31 of the
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   11
    California Constitution. On December 17, 2010, AGC
    voluntarily dropped its state constitutional claim, and only
    argued an as-applied challenge to Caltrans’ affirmative action
    program. On December 23, 2009, the district court granted a
    motion filed by the Coalition for Economic Equity and the
    NAACP, San Diego Chapter to intervene as defendants.
    Following discovery, all parties filed summary judgment
    motions. On March 23, 2011, the district court granted
    Caltrans’ and Intervenors’ motions and denied AGC’s
    motion. The court held that Caltrans’ program was “clearly
    constitutional,” as it was supported by a strong basis in
    evidence of discrimination in the California contracting
    industry and was narrowly tailored to those groups which had
    actually suffered discrimination.
    E. Subsequent Caltrans Program
    While this appeal was pending, Caltrans commissioned a
    new disparity study from the research firm to update its
    preference program as required by the federal regulations. See
    49 C.F.R. § 26.45(f)(1)(i). On August 31, 2012, the research
    firm published its second disparity report. Caltrans concluded
    that the updated study provided evidence of continuing
    discrimination in the California transportation contracting
    industry against African Americans, Native Americans,
    Asian-Pacific Americans, Hispanic Americans, and women.
    Caltrans submitted a modified disadvantaged business
    enterprise program that is nearly identical to the program
    approved in 2009, except that it now includes Hispanic
    Americans and sets an overall goal of 12.5%, of which 9.5%
    will be achieved through race- and gender-conscious
    measures. On November 29, 2012, the U.S. Department of
    Transportation approved Caltrans’ updated program.
    12 A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    II. JURISDICTION
    Before reaching the merits, we must determine whether
    we have jurisdiction over AGC’s appeal. See Steel Co. v.
    Citizens for a Better Env’t, 
    523 U.S. 83
    , 94–95 (1998).
    Caltrans argues that jurisdiction is precluded by the doctrines
    of mootness and standing.
    A. Mootness
    In a letter filed shortly before oral argument, Caltrans
    contends that many issues raised in AGC’s appeal are moot
    because Caltrans has enacted a new affirmative action
    program since AGC filed its appeal.
    The Supreme Court rejected a similar argument in
    Northeastern Florida Chapter of Associated General
    Contractors of America v. City of Jacksonville, 
    508 U.S. 656
    (1993). In Northeastern Florida, the plaintiff challenged a
    Jacksonville ordinance establishing a disadvantaged business
    enterprise program granting race-based preferences in public
    contracting. Id. at 658–59. Shortly after the Supreme Court
    granted certiorari, Jacksonville repealed the ordinance and
    replaced it with a substantially similar one. The Court held
    that the original case was not moot because “a defendant’s
    voluntary cessation of a challenged practice does not deprive
    a federal court of its power to determine the legality of the
    practice.” Id. at 661–62 (quoting City of Mesquite v.
    Aladdin’s Castle, Inc., 
    455 U.S. 283
    , 289 (1982)). In
    language equally applicable to the instant case, the Court
    reasoned that there was not merely a risk that the government
    would repeat the challenged conduct, it had already done so
    by instituting a substantially similar preference program. Id.
    at 662. Similarly, the appeal in the instant case is not moot.
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   13
    Caltrans’ new preference program is substantially similar to
    the prior program and is alleged to disadvantage AGC’s
    members “in the same fundamental way” as the previous
    program. See id.
    B. Standing
    To establish associational standing, AGC must show:
    (a) its members would otherwise have
    standing to sue in their own right;
    (b) the interests it seeks to protect are
    germane to the organization’s purpose; and
    (c) neither the claim asserted nor the relief
    requested requires the participation of
    individual members in the lawsuit.
    Associated Gen. Contractors of Am. v. Metro. Water Dist. of
    S. Cal., 
    159 F.3d 1178
    , 1181 (9th Cir. 1998) (citation
    omitted); see also Summers v. Earth Island Inst., 
    555 U.S. 488
    , 494 (2009). The second and third prongs are not at issue
    here. See Metro. Water, 159 F.3d at 1181 (concluding that
    AGC’s lawsuit was germane to its purpose and that the
    injunctive and declaratory relief sought did not require the
    individual participation of members).
    To meet the first prong, AGC must show that a member
    suffers an injury-in-fact that is traceable to the defendant and
    likely to be redressed by a favorable decision. See Braunstein
    v. Arizona Dep’t of Transp., 
    683 F.3d 1177
    , 1184 (9th Cir.
    2012); see also Summers, 555 U.S. at 494; Lujan v. Defenders
    of Wildlife, 
    504 U.S. 555
    , 573 (1992). AGC’s effort to prove
    14 A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    the requisite injury to a member requires, first, “specific
    allegations establishing that at least one identified member
    had suffered or would suffer harm.” Summers, 555 U.S. at
    498 (emphasis added). The “requirement of naming the
    affected members has never been dispensed with in light of
    statistical probabilities.” Id. at 498–99. Moreover, on
    summary judgment, AGC was required to submit competent
    evidence, not mere allegations, to demonstrate that at least
    one of its members had standing. See Lujan, 504 U.S. at 561;
    see also Metro. Water, 159 F.3d at 1181 (holding that AGC
    established associational standing where AGC’s standing
    argument was supported by affidavits from member
    companies showing harm).
    AGC fails to meet this standard. AGC does not identify
    any affected members by name nor has it submitted
    declarations by any of its members attesting to harm they
    have suffered or will suffer under Caltrans’ program. The
    only evidence AGC relies on to satisfy standing is a
    declaration from James Ryan, AGC’s Executive Vice
    President, and many relevant portions of the declaration were
    struck from the record by the district court in an evidentiary
    ruling that AGC does not challenge. In any event, the Ryan
    declaration does not name any specific members of AGC who
    would be harmed by Caltrans’ program.
    At oral argument, AGC contended that the general
    allegations in its complaint asserting that its members would
    suffer harm is sufficient to establish standing under
    Northeastern Florida. AGC’s reliance on Northeastern
    Florida is misplaced. In Northeastern Florida, standing was
    upheld based on uncontested allegations in a verified
    complaint that the plaintiff’s members suffered the requisite
    harm. See 508 U.S. at 668–69. Because the allegations were
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   15
    not challenged, the Court reasoned that it had to accept them
    as true. Id. In contrast, Caltrans disputes AGC’s allegations
    and undermined any evidentiary support that AGC offered to
    substantiate those allegations. Additionally, AGC concedes
    that unlike Northeastern Florida, its complaint was not
    verified. An unverified complaint cannot form the basis of
    evidence considered at summary judgment. Moran v. Selig,
    
    447 F.3d 748
    , 759–60 (9th Cir. 2006).
    Because AGC has failed to establish standing, we must
    DISMISS the appeal for lack of jurisdiction. See Summers,
    555 U.S. at 492–93.
    III.
    Further, even if AGC could establish standing, its appeal
    would fail. Caltrans’ affirmative action program is
    constitutional, so long as it survives the applicable level of
    scrutiny required by Equal Protection jurisprudence.
    Race-conscious remedial programs must satisfy strict
    scrutiny. Western States, 407 F.3d at 990 (citing Adarand
    Constructors, Inc. v. Peña, 
    515 U.S. 200
    , 227 (1995)
    (Adarand III)). Racial classifications survive strict scrutiny if
    they are “narrowly tailored measures that further compelling
    governmental interests.” Id. “The burden of justifying
    different treatment by ethnicity . . . is always on the
    government.” Id. Although stringent, strict scrutiny is not
    “fatal in fact.” Adarand III, 515 U.S. at 237. “The unhappy
    persistence of both the practice and the lingering effects of
    racial discrimination against minority groups in this country
    is an unfortunate reality, and government is not disqualified
    from acting in response to it.” Id.
    16 A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    Gender-conscious programs must satisfy intermediate
    scrutiny. Western States, 407 F.3d at 990 n.6. Intermediate
    scrutiny requires that gender-conscious programs be
    “supported by an ‘exceedingly persuasive justification’ and
    substantially related to the achievement of that underlying
    objective.” Id. (quoting United States v. Virginia, 
    518 U.S. 515
    , 524 (1996)).
    Caltrans’ affirmative action program contains both race-
    and gender-conscious measures. The entire program passes
    strict scrutiny. It is therefore unnecessary to undertake a
    separate analysis under intermediate scrutiny. See id.
    A. Application of Strict Scrutiny                    Standard
    Articulated in Western States
    The framework for AGC’s as-applied challenge to
    Caltrans’ affirmative action program is governed by Western
    States, 407 F.3d at 995–1002. Western States held that the
    state “need not demonstrate an independent compelling
    interest for its [affirmative action] program” because the
    state’s program rested upon the compelling nationwide
    interest identified by Congress in passing the federal statute.
    Id. at 997. The Court then devised a two-prong test for
    narrow tailoring: (1) the state must establish the presence of
    discrimination within its transportation contracting industry,
    and (2) the remedial program must be “limited to those
    minority groups that have actually suffered discrimination.”
    Id. at 997–99.
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   17
    1. Evidence of Discrimination in California
    Contracting Industry
    In Equal Protection cases, courts consider statistical and
    anecdotal evidence to identify the existence of discrimination.
    E.g., Western States, 407 F.3d at 991; Adarand Constructors,
    Inc. v. Slater, 
    228 F.3d 1147
    , 1166 (10th Cir. 2000). The
    Supreme Court has suggested that a “significant statistical
    disparity” could be sufficient to justify race-conscious
    remedial programs. City of Richmond v. J.A. Croson Co.,
    
    488 U.S. 469
    , 509 (1989). Although generally not sufficient,
    anecdotal evidence complements statistical evidence because
    of its ability to bring “the cold numbers convincingly to life.”
    Int’l Bhd. of Teamsters v. United States, 
    431 U.S. 324
    , 339
    (1977).
    Western States concluded that Washington’s affirmative
    action program was not supported by sufficient evidence. Id.
    at 999–1002. Washington had performed no statistical studies
    and offered no anecdotal evidence. Id. at 1000–01. Instead,
    Washington merely compared the availability of
    disadvantaged businesses to the percentage of contract dollars
    awarded to such businesses. Id. at 1000. The Court criticized
    Washington’s oversimplified methodology, and gave little
    weight to the purported disparity because Washington’s data
    did not account for the relative capacity of disadvantaged
    businesses to perform work, nor did it control for the fact that
    existing affirmative action programs skewed the prior
    utilization of minority businesses in the state. Id. The Court
    struck down Washington’s program after determining that the
    record was “devoid of any evidence suggesting that
    minorities currently suffer—or have ever suffered—
    discrimination in the Washington transportation contracting
    industry.” Id. at 1002.
    18 A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    In contrast, Caltrans’ affirmative action program is
    supported by substantial statistical and anecdotal evidence of
    discrimination in the California transportation contracting
    industry. The 2007 disparity study documented disparities in
    the utilization of African American-, Native American-,
    Asian-Pacific American-, and women-owned firms in many
    categories of transportation contracts. The study accounted
    for the factors mentioned in Western States as well as others,
    adjusting availability data based on capacity to perform work
    and controlling for previously administered affirmative action
    programs. See Western States, 407 F.3d at 1000. Moreover,
    the statistical evidence from the disparity study is bolstered
    by anecdotal evidence supporting an inference of
    discrimination. The substantial statistical disparities alone
    would give rise to an inference of discrimination, see Croson,
    488 U.S. at 509, and certainly Caltrans’ statistical evidence
    combined with anecdotal evidence passes constitutional
    muster.
    AGC urges that strict scrutiny requires Caltrans to provide
    evidence of “specific acts” of “deliberate” discrimination by
    Caltrans employees or prime contractors, which Caltrans has
    failed to do. AGC derives this purported rule from Croson’s
    requirement that race-conscious measures be limited to
    address discrimination that the state has identified “with some
    specificity.” 488 U.S. at 504.
    AGC reads Croson too broadly. Croson explicitly states
    that “[t]he degree of specificity required in the findings of
    discrimination . . . may vary.” Id. at 489 (quotation marks and
    citation omitted). Moreover, a rule requiring the state to show
    specific acts of deliberate discrimination by identified
    individuals would run contrary to the statement in Croson
    that statistical disparities alone could be sufficient to support
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   19
    race-conscious remedial programs. Id. at 509. This Court has
    previously rejected a similar interpretation of Croson. See
    Associated Gen. Contractors of Cal., Inc. v. Coal. for Econ.
    Equity, 
    950 F.2d 1401
    , 1416 n.11 (9th Cir. 1991) (AGCC II)
    (rejecting AGC’s attempt to “seek[ ] to have us engraft the
    framework for title VII . . . onto Croson’s equal protection
    framework.”). We reject AGC’s argument that Caltrans’
    program does not survive strict scrutiny because the disparity
    study does not identify individual acts of deliberate
    discrimination.
    Second, AGC argues that the 2007 disparity study shows
    inconsistent results for utilization of minority businesses
    depending on the type and nature of the contract, and thus
    cannot support an inference of discrimination in the entire
    transportation contracting industry. Specifically, AGC asserts
    that the statistical results vary depending on whether the
    contracts at issue are prime or subcontracts, and within each
    of those categories, results differ as between construction and
    engineering contracts. AGC appears to contend that each of
    these subcategories of contracts must be viewed in isolation
    when considering whether an inference of discrimination
    arises.
    AGC’s argument overlooks the rationale underpinning the
    constitutional justification for remedial race-conscious
    programs: they are designed to root out “patterns of
    discrimination.” Croson, 488 U.S. at 504. The issue is not
    whether Caltrans can show underutilization of disadvantaged
    businesses in every measured category of contract. Rather,
    Caltrans can meet the evidentiary standard required by
    Western States if, looking at the evidence in its entirety, the
    data show substantial disparities in utilization of minority
    firms suggesting that public dollars are being poured into “a
    20 A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    system of racial exclusion practiced by elements of the local
    construction industry.” Id. at 492.
    The 2007 disparity study and anecdotal evidence
    document a pattern of disparities for African American-,
    Native American-, Asian-Pacific American-, and women-
    owned firms. The study found substantial underutilization of
    these groups in numerous categories of California
    transportation contracts, which the anecdotal evidence
    confirms. This is sufficient to enable Caltrans to infer that
    these groups are systematically discriminated against in
    publicly-funded contracts.
    Third, AGC contends that the anecdotal evidence has
    little or no probative value in identifying discrimination
    because it is not verified. AGC cites to no controlling
    authority for a verification requirement. Both the Fourth and
    Tenth Circuits have rejected the need to verify anecdotal
    evidence. Rowe, 615 F.3d at 249; Concrete Works of Colo.,
    Inc. v. City & Cnty. of Denver, 
    321 F.3d 950
    , 989 (10th Cir.
    2003). AGC makes no persuasive argument that we should
    hold otherwise.
    AGC also discounts the anecdotal evidence because some
    accounts ascribe minority underutilization to factors other
    than overt discrimination, such as difficulties with obtaining
    bonding and breaking into the “good ole boy” network of
    contractors. However, federal courts and regulations have
    identified precisely these factors as barriers that disadvantage
    minority firms because of the lingering effects of
    discrimination. See, e.g., Western States, 407 F.3d at 992;
    AGCC II, 950 F.2d at 1414; 49 C.F.R. § 26.45(d)(2)(i).
    Morever, AGC ignores the many incidents of racial and
    gender discrimination presented in the anecdotal evidence.
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   21
    Caltrans does not claim, and the anecdotal evidence does not
    need to prove, that every minority-owned business is
    discriminated against. It is enough that the anecdotal evidence
    supports Caltrans’ statistical data showing a pervasive pattern
    of discrimination. See AGCC II, 950 F.2d at 1414. The
    individual accounts of discrimination offered by Caltrans and
    Intervenors meet this burden.
    Fourth, AGC contends that Caltrans’ evidence does not
    support an inference of discrimination against all women
    because gender-based disparities in the 2007 study are limited
    to white women. AGC misunderstands the statistical
    techniques used in the disparity study. The 2007 report
    correctly isolates the effect of gender by limiting its data pool
    to white women, ensuring that statistical results for gender-
    based discrimination are not skewed by discrimination
    against minority women on account of their race. The original
    disparity report discusses this standard social science
    technique and explains that “[e]vidence of discrimination
    against white women-owned firms should be considered
    evidence of discrimination against women of any race.”
    Moreover, after AGC’s early objections to the methodology,
    the research firm conducted a follow-up analysis of all
    women-owned firms, which produced a disparity index of 59.
    This index is evidence of a substantial disparity that raises an
    inference of discrimination and is sufficient to support
    Caltrans’ decision to include all women in its affirmative
    action program. See Rowe, 615 F.3d at 243–44.
    2. Program Tailored to Groups Who Actually
    Suffered Discrimination
    The second prong of the test articulated in Western States
    requires that an affirmative action program be limited to those
    22 A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    groups that actually suffered discrimination in the state’s
    transportation contracting industry. 407 F.3d at 998–99.
    When explaining the justification for the second prong, this
    Court seemed primarily concerned with the “random
    inclusion of racial groups” in affirmative action programs. Id.
    at 998 (quoting Croson, 488 U.S. at 506). For example, the
    Court cited the quota system in Richmond, Virginia, at issue
    in Croson, which encompassed U.S. citizens who were
    “Blacks, Spanish-speaking, Orientals, Indians, Eskimos, and
    Aleuts.” Id. (quoting Croson, 488 U.S. at 478). In Croson, the
    Supreme Court reasoned that lumping together random racial
    groups—particularly Aleuts and Eskimos, for which there
    was no evidence of discrimination in the Richmond
    construction industry—suggested that the city’s program was
    not intended to remedy past discrimination. Croson, 488 U.S.
    at 506. After discussing Croson, the Court in Western States
    cited to numerous other cases striking down preference
    programs that included racial groups for which there was no
    evidence that they had actually been discriminated against in
    the relevant industry. Western States, 407 F.3d at 998–99
    (citing cases).
    The issue is whether the Caltrans’ affirmative action
    program “is limited to those minority groups that have
    actually suffered discrimination.” Id. at 998. It is. The 2007
    disparity study showed systematic and substantial
    underutilization of African American-, Native American-,
    Asian-Pacific American-, and women-owned firms across a
    range of contract categories. These disparities support an
    inference of discrimination against those groups. See Rowe,
    615 F.3d at 243–44. Caltrans concluded that the statistical
    evidence did not support an inference of a pattern of
    discrimination against Hispanic or Subcontinent Asian
    Americans. Although the federal regulations generally do not
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   23
    allow states to create affirmative action programs that benefit
    some groups but not others, California applied for and
    received a waiver in order to limit its 2009 preference
    program to African American, Native American, Asian-
    Pacific American, and women-owned firms. Caltrans’
    program adheres precisely to the narrow tailoring
    requirements of Western States.
    AGC contends that the program is not narrowly tailored
    because it creates race-based preferences for all
    transportation-related contracts, rather than distinguishing
    between construction and engineering contracts. However,
    AGC cites to no case that requires a state preference program
    to provide separate goals for disadvantaged business
    participation on construction and engineering contracts. To
    the contrary, the federal guidelines for implementing the Act
    instruct states not to separate different types of contracts.
    There are sound policy reasons to not require such parsing,
    including the fact that there is substantial overlap in firms
    competing for construction and engineering contracts, as
    prime and subcontractors. See N. Contracting, Inc. v. Illinois,
    
    473 F.3d 715
    , 723 (7th Cir. 2007) (explaining that “[i]t would
    make little sense to separate prime contractor[s] and
    subcontractor[s]” because the same firms compete for both
    types of contract).
    B. Consideration of Race-Neutral Alternatives
    Additionally, AGC asserts that Caltrans’ program is not
    narrowly tailored because it failed to evaluate race-neutral
    measures before implementing the system of racial
    preferences. The law, however, imposes no such requirement.
    First, Western States does not require states to independently
    meet this aspect of narrow tailoring, and instead focuses on
    24 A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    whether the federal statute sufficiently considered race-
    neutral alternatives. 407 F.3d at 995, 997–98. Second, even
    if this requirement does apply to Caltrans’ program, narrow
    tailoring only requires “serious, good faith consideration of
    workable race-neutral alternatives[.]” Grutter v. Bollinger,
    
    539 U.S. 306
    , 339 (2003). The Caltrans program has
    considered an increasing number of race-neutral alternatives,
    starting at 45 in 2008 and reaching 150 in 2010. We reject
    AGC’s claim that Caltrans’ program does not sufficiently
    consider race-neutral alternatives.
    C. Certification Affidavits            for     Disadvantaged
    Business Enterprises
    AGC argues that Caltrans’ program is not narrowly
    tailored because affidavits that applicants must submit to
    obtain “disadvantaged business enterprise” certification do
    not require applicants to assert that they have suffered
    discrimination in California. AGC relies on language in
    Western States criticizing similar affidavits for not providing
    “any evidence of discrimination within Washington’s
    transportation contracting industry.” 407 F.3d at 1002. AGC
    takes the statements from Western States out of context.
    Western States did not criticize the affidavits for their role in
    the certification process; it chastised Washington for using
    the affidavits to serve a completely different purpose: to
    demonstrate the existence of discrimination within
    Washington transportation industry. Id. at 1001–02. Caltrans
    completed its own comprehensive disparity study and does
    not rely on the certification affidavits for this purpose.
    The certification process employed by Caltrans follows
    the process detailed in the federal regulations. See 49 C.F.R.
    §§ 26.67(a)(1), 26.83(c)(7)(ii). To the extent that AGC
    A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .   25
    contends that Caltrans’ program is over-inclusive because the
    certification form does not require that minority firms attest
    to the fact that they have been discriminated against in
    California, this is an impermissible collateral attack on the
    facial validity of the federal Act and regulations. See N.
    Contracting, 473 F.3d at 722 (plaintiff “cannot collaterally
    attack the federal regulations through a challenge to [a state’s
    affirmative action] program”).
    D. Application of Program to Mixed State and
    Federally Funded Contracts
    AGC challenges Caltrans’ application of its affirmative
    action program to transportation contracts funded by both
    federal and state money. This is another impermissible
    collateral attack on the federal program, which explicitly
    requires goals to be set for mix-funded contracts. See
    49 C.F.R. § 26.45 (recipients “must set an overall goal for
    DBE participation in your DOT-assisted contracts”); id.
    § 26.5 (defining DOT-assisted contracts as any contract
    “funded in whole or in part with DOT financial assistance”);
    see also N. Contracting, 473 F.3d at 722 (no collateral attacks
    on federal regulations in challenge to state program).
    IV.      CONCLUSION
    AGC did not identify any of its members that would be
    harmed by Caltrans’ affirmative action program. AGC has
    failed to establish standing. Further, Caltrans’ program
    survives strict scrutiny by 1) having a strong basis in evidence
    of discrimination within the California transportation
    26 A SSOC . G EN . C ONTRACTORS V . C AL . D EP ’ T OF T RANSP .
    contracting industry and 2) being narrowly tailored to benefit
    only those groups that have actually suffered discrimination.
    DISMISSED.