Tuesday, May 21, 2013

US & VULCAN SOCIETY V. NYC: A SAGA CONTINUES

by Art Gutman, Ph.D., Professor, Florida Institute of Technology

There are too many rulings in this case to summarize all of them in a single Alert. So I will stick to what I consider the four major acts in a play that is likely to continue. On May 14, the 2nd Circuit ruled in the latest version (Act IV) of US & Vulcan Society v. City of New York, et.al. [2013 U.S. App. LEXIS 9671]. The most important issue in this case from our perspective is whether it is valid to charge pattern or practice for knowingly using written tests that produce adverse impact and, are arguably, not valid. For now at least, a divided panel of the 2nd Circuit says no. But we’re getting ahead of ourselves.

In Act I (US v. City of New York, 2009 [637 F. Supp. 2d 77], the DOJ sued New York City for its use of entry-level firefighter exams because they adversely impacted Black and Hispanic applicants, and were not proven to be job related and consistent with business necessity. The DOJ sought "appropriate action to correct the present effects of its discriminatory policies and practices." The Vulcans and several named individuals were then permitted to intervene. They joined the DOJ charge on adverse impact, added a pattern or practice charge for Black applicants, and added to the list of defendants the NYC Citywide Administrative Services (DCAS) and two individuals in the official and personal capacities (Mayor Michael Bloomberg & then Fire Commissioner Nicholas Scoppetta). The DOJ did not join these latter claims. District Court Judge Nicholas G. Garoufis granted summary judgment on the adverse impact claim, but permitted the City to continue to use one of the tests on an interim basis pending its validation.

The Act I ruling was on July 22, 2009. Act II followed shortly thereafter when, on September 29, 2009 (US & Vulcans v. City of New York [2010 U.S. Dist. LEXIS 111064] Judge Garoufis deemed the test to be invalid in accordance with the 2nd Circuit precedent for content validity in Guardians v. CSC (1980) [630 F.2d 79].

Act III occurred when, Judge Garoufis, on January 13, 2010 authored a ruling in which he granted summary judgment on the Vulcan’s charge of pattern or practice, but denied the charges relating to the added defendants [US & Vulcans v. City of New York, 683 F. Supp. 2d 225]. On the latter and more important issue (for our purposes), Judge Garoufis inferred from statistical evidence that the City’s examination policy denied appointments to 144 Black applicants and that 112 Black applicants were denied approximately 34 year’s worth of wages they would have received absent the policy. Judge Garoufis also credited “historical, anecdotal, and testimonial evidence showing that intentional discrimination was the city’s standard operating procedure.

That brings us to Act IV, the 2nd Circuit’s divided ruling on May 14, 2013. The most important aspect of the Act III ruling by Judge Garoufis is that the defendants failed to successfully rebut statistical evidence presented by the Vulcans. It is on this issue, and this issue alone, on which the 2nd Circuit was divided.

The two majority judges (Newman & Winter) opined that pattern or practice lawsuits (most notably the landmark ruling in International Brotherhood of Teamsters v. United States [431 U.S. 324] follow the same rules as individual disparate treatment claims such that prima facie evidence of intentional discrimination requires the defendant to merely offer a nondiscriminatory reason for the challenged action, forcing the plaintiffs to prove that the explanation offered is a pretext for discrimination. The prima facie and defense burdens are considered lighter burdens of “production” leaving the pretext phase as the only one with a burden of “proof.” Or as stated by Judge Newman (writing for Judge Winter):
A central issue in the pending case is what showing an employer must make to satisfy its burden of production in a pattern-or-practice case. In Teamsters the Supreme Court stated that the employer's burden was "to defeat the prima facie showing of a pattern or practice by demonstrating that the Government's proof is either inaccurate or insignificant. The emphasized words raise a question as to whether the Supreme Court thought the employer's rebuttal evidence must be directed at the statistics that often constitute the prima facie case of discrimination or simply at the rebuttable presumption of discrimination that arises from those statistics.
In plain English, the question here is whether the defendant’s burden of production: (a) must directly rebut the plaintiff’s statistics or (b) simply offer an explanation independent of the statistics that is nondiscriminatory. Judge Newman ruled that the defendant is free to rebut the statistics (a much weightier task), but does not have to. Then Judge Newman proceeded to explain why the City met its burden of production. Accordingly:
The City produced evidence attempting to rebut the inference that it had acted with a discriminatory intent. It articulated a nondiscriminatory reason for using the challenged exams - the fact that they were facially neutral. The City also relied on its contention that the exams had been prepared in an attempt to comply with "acceptable test development methods."
There is more --- but that’s the main gist. It’s like saying we recognize that the tests produced adverse impact, but we didn’t go into it with that expectation.

The dissenting judge (Pooler) disagreed for several reasons, some of which are too detailed for a single Alert. The gist of Judge Pooler’s arguments are (1) pattern or practices and individuous disparate treatment scenarios are not the same; (2) the pattern or practice charge virtually demands direct statistical proof; and (3) the defendants were required to directly rebut the statistical evidence (and not simply offer a non-discriminatory explanation). Or in her own words:
Rather than responding to the statistical evidence, the City only "argu[ed] that the Intervenors ha[d] not proved that the City harbored a subjective intent to discriminate against black applicants." In essence, the City ignored the inevitable conclusion of the statistics and tried to focus on intent. But, "[a]t this stage, lack of direct proof regarding the employer's mental state is simply immaterial to the question of whether the City can rebut the presumption of unlawful discrimination created by the Intervenors' prima facie showing." Despite the City's correct assertion that what "actually motivate[s] the employer's decision" is relevant departure from the Teamsters framework is "fatal" where the motivation did not address the statistical evidence.
This does not end the case; it merely reverses Judge Garoufis’ summary judgment relating to pattern or practice. From here, one of two things may happen. Divided three-panel rulings can lead to an en banc ruling by all available 2nd Circuit judges. Absent that, the case would go to trial, and whatever ruling occurs there will undoubtedly lead to an appeal to the Supreme Court. By the way, Judge Newman noted that, in view of some of the acerbic statements (e.g., that the City’s rebuttal evidence was “either incredible or inapposite”), the City won on its appeal to have Judge Garoufis disqualified to try the next phase of the case.

I’d like to finish with a general thought on the issue of whether intentional discrimination by way of adverse impact makes sense. Whether it does or not in the present case, I can’t say. But on a more general level, of course it can make sense. For example, after the 15th Amendment guaranteed former slaves the right to vote, white landowners used facially neutral criteria to limit this right (e.g., own land, read and write, pay poll taxes). Hard to imagine lack of intent on that one. Even in Griggs v. Duke Power (1971) [401 U.S. 424], the case that started the adverse impact ball rolling, it is arguable that the defendant instituted certain requirements (e.g., high school diploma, passing scores on cognitive tests) because it knew those requirements would reduce black participation in the hiring and promotion processes. Stay tuned on this one; we don’t expect it to end here.

2010 CENSUS DATA: AN UPDATE FOR FEDERAL CONTRACTORS

by David Morgan, M.S., Consultant and Joanna Colosimo, M.A., Consultant, DCI Consulting Group

Join us for a webinar to discuss OFCCP’s recent notice to federal contractors on the use of the 2006-2010 American Community Survey (ACS) EEO Tabulation in the development of their annual AAPs. OFCCP has informed federal contractors that the date they must begin using the EEO Tabulation is January 1, 2014. This webinar is intended to update the federal contractor community on the requirements of using the EEO Tabulation for the purpose of determining the availability of qualified minorities and women from the most current Census data. The following areas will be covered:
  • Review of AAP Requirements 
  • How the 2010 Census data were captured, and differences between the 2000 Census data 
  • New census classifications, demographic changes, utilization analysis/goal-setting, and implementation 
  • Brief Overview of Section 503 Disability Data: Proposed Policies and Implementation 
  • 2010 Census best practice recommendations, and implications for federal contractors

THE INCREASED LIKELIHOOD OF FALSE POSITIVES UNDER DIRECTIVE 307

by Kayo Sady, Ph.D., Consultant and Amanda Shapiro, M.S., Consultant, DCI Consulting Group

In an ongoing series of blog posts, we will be dissecting portions of Directive 307 to highlight the potential pitfalls with the Directive’s prescriptions for conducting pay equity analyses. At issue this week is OFCCP’s oversight regarding the increased likelihood of false positives resulting from “pay analysis groups”, the new unit of pay equity analysis, as opposed to the former similarly situated employee groupings (“SSEGs”) required by the 2006 Compensation Standards and Voluntary Guidelines.

In the Notice of Final Rescission, OFCCP indicates that “the Standards require a specific technical approach that substantially increases the risk that OFCCP would fail to detect improper pay disparities.” Presumably the OFCCP is referring to the requirement that regression analyses be conducted using similarly-situated employee groupings (SSEGs). More insight is offered in the Questions and Answers to Directive 307 in which OFCCP argues that “…both the Compensation Standards and Voluntary Guidelines…fragment the analysis as much as possible, making it harder for either the agency or contractors to identify broad patterns of discrimination that cut across individual jobs.” Essentially, OFCCP is arguing that analyses conducted at the SSEG level are problematic because the SSEGs do not have large numbers of employees and the regression analysis is not able to effectively detect compensation discrimination when it actually exists. This is referred to as a false negative in the realm of statistics.

Although OFCCP’s claims regarding the limitations of SSEG-based regression analyses are debatable, perhaps the larger issue is that the alternative grouping strategy that they offer may substantially increase the potential for the opposite type of error: false positives. OFCCP notes that “a pay analysis group may combine employees from multiple job titles, units, categories and/or job groups in order to perform a pooled regression analysis, with statistical controls added as necessary to ensure workers are similarly situated.” A major problem with conducting regression analyses using groups composed of employees with very different job characteristics is that effectively controlling for legitimate, non-discriminatory explanations of pay disparities becomes increasingly difficult as the groups become more diverse. That is, the less the groups contain positions that are similar in type of work performed, skills/qualifications required, and levels of responsibility, the less likely that the legitimate, non-discriminatory variables can be effectively controlled for via statistical means. In some cases it may be impossible to control for all critical factors across a broad group. As a result, disparities due to legitimate, non-discriminatory factors will be attributed to illegal factors such as gender or race discrimination, and OFCCP will infer discrimination when it actually DOES NOT exist. Such an error is a false positive in the realm of statistics.

In its haste to reject the Bush-era Standards and Guidelines, OFCCP has introduced a grouping and analytic method that will likely result in many more incorrect conclusions of compensation discrimination than would have arisen via methods consistent with the Standards and Guidelines. In theory, fewer incorrect conclusions of no discrimination will likely be made. However, it is critical to balance the likelihood of either type of error with the potential consequences, and as such, it is reasonable for federal contractors to be concerned about OFCCP’s new approach where the agency accepts more incorrect conclusions of compensation discrimination.

We will be presenting a more detailed analysis of the false positive issue in a short webinar to be posted on the DCI website. Stay tuned!

PLAYING FAVORITES? OR ENFORCING SYSTEMIC EQUAL PAY?

by Joanna Colosimo, M.A., Consultant and Mike Aamodt, Ph.D., Principal Consultant, DCI Consulting Group

When examining pay equity issues, the OFCCP and federal contractors historically took the approach of comparing Whites to an aggregate of all protected groups (total minorities). In the past few years, OFCCP has moved away from a White-Minority approach to a White-subgroup approach. Most recently, OFCCP has changed its approach to one that is consistent with the Uniform Guidelines on Employee Selection Procedures (UGESP) at 41 CFR 60-3. Although UGESP does not discuss compensation issues, nor has OFCCP referred to it regarding compensation, the guidance related to adverse impact analytics certainly seems applicable to compensation analyses. Specifically, a traditional minority vs. non-minority comparison is inconsistent with proscriptions from UGESP. According to UGESP, ‘a selection rate for any race, sex, or ethnic group, which is less than four-fifths…of the rate for the group with the highest rate will generally be regarded…as evidence of adverse impact.” In other words, the advantaged group is not necessarily fixed, and therefore, neither is the disadvantaged group. Adverse impact has been measured and enforced using this “compare to highest selected group” methodology in proactive and enforcement activities. DCI has trended that the highest selected approach is now being applied to compensation equity enforcement.

In light of the new compensation Directive 307 and recent compensation enforcement activities, many federal contractors are looking for answers on how to conduct a proactive compensation analysis. In an ideal world, a compensation analysis would mirror both the organization’s compensation practices as well as the theory of discrimination being alleged. Is the theory being tested one of favoritism? That is, is the organization favoring one group (e.g., Asians) at the expense of all other racial groups? Or, is the theory that the organization is disfavoring one group (e.g., African Americans/Blacks) compared to all other groups combined? Or, is the theory that one group (e.g., Hispanics) is favored over another group (e.g., African Americans/Blacks) but there is no differences involving the other groups? The theoretical answer to these questions will affect how the groups should be compared in analyses.

Let’s assume that the issue is a specific disadvantaged subgroup or subgroups, instead of a question of favoritism. For example, if the allegation is that Blacks are specifically targeted to be paid less than other groups, there are four potential comparisons:
  1. Traditional approach: Compare Whites to all minority groups combined. 
  2. UGESP approach: Compare the highest paid group separately to each of the subgroups. 
  3. Theoretical approach: Compare Blacks (the lowest paid) to all other subgroups combined (Hispanics, Whites, Asians, and American Indians in one group). 
  4. Hybrid approach: Compare Blacks (the lowest paid) separately with each subgroup. 
As mentioned previously, determining which of the four comparisons is most appropriate in a proactive analysis depends on the theory of whether a group is being favored or whether a group is being disfavored. Thus, proactive analyses must include some basic assumptions. Unfortunately, Directive 307 provides no useful information regarding OFCCP assumptions. In an audit, it is difficult to predict how OFCCP will look at the data given OFCCP’s lack of consistency and failure to communicate its process. To provide clarity about OFCCP’s process, The Center for Corporate Equality (CCE) and the Equal Employment Advisory Council (EEAC) sent a letter to OFCCP asking clarification on these issues. To date, the OFCCP has not yet responded to this request. Stay tuned.

COMPLIANCE ASSISTANCE: HAVE NO FEAR

by Keli Wilson, M.A., Senior Consultant and Yevonessa Hall, M.P.S., HR Analyst, DCI Consulting Group

OFCCP recently reiterated that Federal contractors or subcontractors seeking compliance assistance from the OFCCP can do so without fear of retaliation, in the form of a compliance evaluation, as expressed in the OFCCP’s Non-Retaliation Policy for Federal Contractors. However, at a recent American Association for Affirmative Action (AAAA) conference, OFCCP Director Pat Shiu expressed that contractors should not “...wait until we come knocking at your door to start asking for help.” So when should a contractor seek assistance?

Small or new federal contractors or subcontractors
  • Take advantage of the compliance and technical assistance offered in the form of online resources and in-person seminars. Topics covered range from developing an AAP to preparing for an audit. 
  • Attend a local Industry Liaison Group meeting where guest speakers may include local OFCCP staff. It is also a great way to interact with other federal contractors and share best practices. 
Established federal contractors or subcontractors
  • Enhance your outreach efforts by attending a local outreach event , hosted by the OFCCP, to network with local community based organizations. 
  • Attend the in-person seminars as a refresher or to assist in the training of new compliance staff. 
  • Be on the lookout for interactive webinars that are offered to inform contractors of compliance or regulatory updates.

FORMICA SETTLES RACE DISCRIMINATION CASE WITH OFCCP FOR $291,000

by Art Gutman, Ph.D., Professor, Florida Institute of Technology

The settlement was reported on April 25, 2013 in a DOL News Brief (see http://www.aila.org/content/default.aspx?docid=44199). For undisclosed reasons, the specifics of the settlement have, as of this writing, not appeared in the OFCCP news site (see http://www.dol.gov/ofccp/). However, other sources, including BNA Reports, are sketchy on the details of the settlement and story behind it. Here is what I have been able to pull together from various Internet sources.

The OFCCP claims it found statistical indicators of discrimination against African Americans at Formica’s Cincinnati manufacturing plant from January 2007 through March 2008, for which Formica will pay $290,725 to nearly 400 class members (for back pay, interest, and benefits). Formica also agreed to make job offers to 20 class members as jobs (in production work) become available, to maintain records documenting its hiring process, to train all hiring personnel, and to issue a detailed progress report covering the next 18 months.

I scoured various sources, but could not come up with specifics on what the hiring process was and what exactly the statistics were.  If anyone has any further information, please let us know.  

GOODWILL INDUSTRIES OF SETTLES SEX DISCRIMINATION CASE AGAINST MALES WITH OFCCP FOR $130,000

by Art Gutman, Ph.D., Professor, Florida Institute of Technology

The settlement was reported on the OFCCP website on April 25, 2013 (see http://www.dol.gov/opa/media/press/ofccp/OFCCP20130706.htm). According to the release, the hiring process favored women for entry-level attendants because of the perception that women are better than men at customer service. This settlement is obviously unusual given that men were the alleged victims and women were the favored group. Of course, this scenario is not outside the realm of possibility given that all groups are protected under the EEO prong of EO 11246. The OFCCP alleged that the favoritism shown to women deprived 200 qualified men to advance to the offer stage of the process. Under the agreement, Goodwill will pay $130,970 to affected individuals, and will, as they become available, offer jobs to 18 men previously not offered positions. Goodwill also agreed to extensive self-monitoring and training of its hiring staff. Goodwill has contracts in excess of 2.5 million dollars with several branches of the military and federal government agencies in California, and provides custodial and related services to the General Services Administration.

Thursday, May 16, 2013

OFCCP ANNOUNCES DATE FOR REQUIRED USE OF 2006-2010 CENSUS DATA

by Amanda Shapiro, Consultant, DCI Consulting Group

OFCCP announced May 15, 2013 that federal contractors will be required to use data from the 2006-2010 special EEO file starting January 1, 2014. Meaning, federal contractors with an affirmative action plan date of January 1, 2014 or later will need to use the 2006-2010 data in their availability and utilization analyses, rather than the 2000 census data. Contractors have the option of using the 2010 data file prior to January 1, 2014 if preferred, but will not be evaluated on this information until 2014.

The 2006-2010 EEO tabulation can be found at: http://www.census.gov/people/eeotabulation/data/eeotables20062010.html.

Tuesday, May 07, 2013

WHAT IS THE STATUS OF PROPOSED VETERAN (4212) AND DISABILITY (503) REGULATIONS?

by David Cohen and Jana Garman, DCI Consulting Group

Based upon the FY 2013 Budget Request to Congress, OFCCP planned to release in final form the Veterans and Disabilities regulations sometime in April of 2013. However, those regulations are still at OFCCP going through “revisions” and have not been sent over to the Office of Management and Budget (OMB) for final review and approval. In the most recent FY 2014 budget request to Congress, OFCCP refers to the finalization of the regulations in the past tense, as if they have already been approved and released in FY 2013. Meaning, the new plan is that OFCCP is expecting to have the regulations approved some time before October of 2013. Is this still possible? Yes.

If OFCCP sends the final regulations over to OMB within the next month or two, it is possible that OMB will review (taking at least 60 days to complete, but most likely longer) and approve the regulations before the end of the fiscal year. Our best guess is that the regulations will be final and in place sometime in the late fall or early winter.

The bottom line is this, it is not a matter of “if” they pass; it is now a matter of “when” they will pass. Stay tuned.

BERTUCCI CONTRACTING SETTLES RACE DISCRIMINATION CASE WITH OFCCP FOR $70,000

by Art Gutman Ph.D., Professor, Florida Institute of Technology

Bertucci provides flood control and restoration services and has received more than 80 million in federal contracts related disaster recovery efforts, most notably, in the wake of Hurricane Katrina in 2005 and the British Petroleum oil spill in 2010. The OFCCP claims that Bertucci Contracting’s hiring process adversely impacted African Americans, Hispanics, Asians and Native Americans from 2009 through 2011. The company agreed to pay $70,000 in back pay and interest, and offer retroactive seniority to 14 affected applicants. The company also agreed to hire six additional minorities as available positions emerge, and to provide better training for hiring managers, annual reviews of supervisor adherence to employment policies and affirmative action obligations, and to improve recruitment procedures so as to avoid future violations. The settlement may be viewed at http://www.dol.gov/opa/media/press/ofccp/OFCCP20130565.htm.