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	<title>The Legal Workshop &#187; Labor Law</title>
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		<title>Protect Us, Lord, from Richard Epstein</title>
		<link>http://legalworkshop.org/2010/02/22/protect-us-lord-from-richard-epstein</link>
		<comments>http://legalworkshop.org/2010/02/22/protect-us-lord-from-richard-epstein#comments</comments>
		<pubDate>Mon, 22 Feb 2010 11:01:33 +0000</pubDate>
		<dc:creator>Jonah Gelbach</dc:creator>
				<category><![CDATA[Labor Law]]></category>
		<category><![CDATA[Law Review Article]]></category>
		<category><![CDATA[U. Chicago Law Review]]></category>
		<category><![CDATA[Article]]></category>
		<category><![CDATA[Discrimination]]></category>

		<guid isPermaLink="false">http://legalworkshop.org/?p=2135</guid>
		<description><![CDATA[This article is a response to an earlier posted piece by Richard Epstein:  <a href="http://legalworkshop.org/2009/06/22/protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler">Protect Us, Lord, from Title VII: A Response to Gelbach, Klick, and Wexler.</a>
We thank Richard Epstein for commenting on our online Article. He brings a unique perspective to the field of employment discrimination and pushes other scholars&#8230; <a class="readmore" href="http://legalworkshop.org/2010/02/22/protect-us-lord-from-richard-epstein" title="Read More">Read More <span>&#187;</span></a>]]></description>
			<content:encoded><![CDATA[<p>This article is a response to an earlier posted piece by Richard Epstein:  <a href="http://legalworkshop.org/2009/06/22/protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler">Protect Us, Lord, from Title VII: A Response to Gelbach, Klick, and Wexler.</a></p>
<p>We thank Richard Epstein for commenting on our online Article. He brings a unique perspective to the field of employment discrimination and pushes other scholars to think carefully about their additions and amendments to the existing regulatory landscape. We have some fundamental disagreements with Epstein, but a careful reading of our full Article easily addresses most of his criticisms. By way of quick summary, let us remind the reader of our original premise:</p>
<p>What we term “passive discrimination” involves the employer’s use of wage and benefits packages that exploit observed, systematic group-level preference heterogeneity to induce workers to sort themselves ex ante such that members of a disfavored group view the job opportunity as being less attractive than members of other groups. . . . We note that some employers hold a discriminatory intent when designing such terms and conditions, while others might be simply unaware or neutral as to when their design of such packages will induce segregation based on membership in a disfavored group.<sup class='footnote'><a href='#fn-2135-1' id='fnref-2135-1' title='See Jonah Gelbach, Jonathan Klick, and Lesley Wexler, Passive Discrimination: When Does It Make Sense to Pay Too Little?, 76 U Chi L Rev 797, 799, 802 (2009).'>1</a></sup></p>
<p>While we three disagree as to Title VII’s ultimate desirability and utility, Epstein unfairly characterizes our original Article as unabashed Title VII expansionism. A look at the Article shows our careful acknowledgement of Title VII’s limitations and our embrace of creative, nonregulatory solutions to the problem of passive discrimination.</p>
<h4 style="text-align: center;"><strong><span style="color: #000000;"><br />
I.<br />
Protecting Choice while Avoiding Liability </span></strong></h4>
<p>Epstein’s hostility to our Article’s recommendations is misplaced. He mistakenly contends that we discourage menu options and argues,</p>
<p>One of the most common practices for fringe benefits today is for firms to offer workers an allowance that they can use to make purchases from a menu of items, in exchange for a reduction in their base pay. . . . This ability to make the optimal choice thus counts as an implicit wage boost for all employers, regardless of race or sex. . . . [T]he employer practice should be sheltered by the doctrine announced in <span style="text-decoration: underline;">EEOC v Sears, Roebuck &amp; Co</span>, because we have the most explicit declaration of unconstrained worker preferences that we can imagine. . . . The widespread use of these menu options is not consistent with employers engaging in covert forms of discrimination.  The menu strategy is an effective way to attract a diverse workforce because it does not shoehorn the benefits package into a one-size-fits-all straightjacket.  GKW should praise employer ingenuity for maximizing the welfare of their employees under competition, not seek ways to expose them to additional liabilities.<sup class='footnote'><a href='#fn-2135-2' id='fnref-2135-2' title='Richard A. Epstein, Protect Us, Lord, from Title VII: A Response to Gelbach, Klick, and Wexler, U Chi L Rev Legal Workshop (June 22, 2009), online at <a href"..........20090622protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler">http:legalworkshop.org20090622protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler<a> (visited Dec 26, 2009) (footnote omitted).&#8217;>2</a></sup></p>
<p>Though, as mentioned above, we three disagree about Title VII’s effectiveness in reducing workplace discrimination, we all support voluntary menu options as a solution to unintentional passive discrimination as we make clear in the print Article.<sup class='footnote'><a href='#fn-2135-3' id='fnref-2135-3' title='Of course, choice has potential second-order downsides such as pooling problems and bad choice, as we mention in our footnotes. These may be more significant than the risk of segregation, but our point in the original Article was merely that choice solves the segregation and valuation problem.'>3</a></sup> For instance, we state, “<em>For most of the problems identified in this Article, figuring out ways to enhance employee choice should help reduce benefits discrimination for those with atypical preferences. . . . </em><em>Such choice allows employees to select a package that best matches their expectations and preferences</em>.”<sup class='footnote'><a href='#fn-2135-4' id='fnref-2135-4' title='Gelbach, Klick, and Wexler, 76 U Chi L Rev at 853–54 (cited in note 1) (emphasis added). '>4</a></sup> We affirmatively encourage specific possibilities as compensation menus for sales positions as well as urge the EEOC to develop gold standard programs to get employers to think creatively about the provision of equally valued fringe-benefit packages.<sup class='footnote'><a href='#fn-2135-5' id='fnref-2135-5' title='Id at 853–56.'>5</a></sup> An employer who provides such choice in fringe benefits or compensation packages would most assuredly not be subject to liability under even our most far-reaching proposals to amend Title VII. Thus, Epstein is clearly mistaken in his assertion that “<em>every case will have either formal or impact discrimination.</em>”<sup class='footnote'><a href='#fn-2135-6' id='fnref-2135-6' title='Epstein, Protect Us, Lord, from Title VII (cited in note 3).'>6</a></sup> Though a firm that “picked a mandatory insurance benefit which it then deliberately mispriced to drive women applicants from the roost”<sup class='footnote'><a href='#fn-2135-7' id='fnref-2135-7' title='Id.'>7</a></sup> would be held liable under our expanded notion of Title VII, a firm that offers a variety of health insurance policies, only some of which are priced to account for women’s lower risks of death, would not face liability.</p>
<p>Similarly, we think Epstein misunderstands our argument when he notes, “The widespread use of [ ] menu options is not consistent with employers engaging in covert forms of discrimination,” and that we “should praise employer ingenuity for maximizing the welfare of its employees under competition, not seek ways to expose employers to additional liabilities.”<sup class='footnote'><a href='#fn-2135-8' id='fnref-2135-8' title='Id. '>8</a></sup> As we explain more fully below, a firm offering compensation menus, where each item on the menu imposes the same cost on the firm, cannot be engaging in passive discrimination. Allowing workers to choose compensation form vitiates any screening function of compensation packages. Thus, when Epstein writes that “[t]he widespread use of these menu options is not consistent with employers engaging in covert forms of discrimination,” he has our—and our model’s—full-throated agreement. Rather than disproving our argument, this admonition of Epstein’s is one of our model’s primary conclusions. We are thus pleased to agree with Epstein on this crucial point of ours.</p>
<h4 style="text-align: center;"><strong><span style="color: #000000;"><br />
II.<br />
Passive Discrimination: Pervasive or Possible? </span></strong></h4>
<p>While Epstein suggests that most employers avoid passive discrimination by offering menus, we make no claim that intentional or even unintentional passive discrimination is widespread. Epstein further notes that he is “not aware of any evidence that points to a conclusion that any affirmative action employer has ever engaged in this tactic, either deliberately or inadvertently.” We are also unaware of any intentional affirmative action passive discrimination,<sup class='footnote'><a href='#fn-2135-9' id='fnref-2135-9' title='Of course, Epstein overlooks the possibility that an employer may want to sort among different groups of minority workers. We raise this option when we discuss the use of language policies to screen in subservient workers and screen out more litigious minorities. See Gelbach, Klick, and Wexler, 76 U Chi L Rev at 821 (cited in note 1). '>9</a></sup> which is consistent with his point that aggressive recruitment of minorities is unlikely to be punished by Title VII and thus minority-seeking employers need not pursue such a strategy. Stipulating for discussion’s sake only that courts treat affirmative action benevolently, Epstein’s argument proves too much: passive discrimination is likely to be a one-way ratchet for animus-based discriminators. This observation, if true, is consistent with what we argue in our original Article that “recent class actions suggest much of legal academia and the public underestimate the prevalence of basic animus- or stereotype-driven discrimination,” and thus, it “should be unsurprising if litigation-savvy employers might deliberately craft compensation structures and packages to exclude certain types of workers.”<sup class='footnote'><a href='#fn-2135-10' id='fnref-2135-10' title='Id at 801. '>10</a></sup> In other words, academics like Epstein may be too sanguine about the existence of animus- and stereotype-based discrimination. Passive discrimination is just one particularly litigation-savvy strategy of many possible options to discourage disfavored individuals from joining or staying in a particular workplace.</p>
<p>While we are not aware of sufficiently detailed publicly available datasets that would allow us to test for the existence of passive discrimination, <sup class='footnote'><a href='#fn-2135-11' id='fnref-2135-11' title='Such datasets would need to contain a great deal of detail about employers’ compensation packages.'>11</a></sup> we do think that our model provides insight into the selection effects (by race, gender, and so on) that exist across industries that have been consistently documented in the labor economics literature.  While labor economists generally take these selection effects as given, our framework holds the promise of explaining why such selection effects arise.<strong> </strong></p>
<p>We do not definitively identify any examples of intentional passive discrimination, because without conducting a rigorous case study, we cannot confidently distinguish between intentional and unintentional passive discrimination. Of course, as we note in our Article, this difficulty is part of the problem. Without a smoking gun, scholars and courts will find differentiating between intentional and unintentional passive discrimination quite cumbersome. Yet our Article identifies several examples that likely support our hypothesis. For instance, one example we describe in the Article is Chick-fil-A and its Sundays-off policies. Chick-fil-A may have multiple motives for its Sundays-off policies, but given its frequent embroilment in Title VII suits for religious discrimination,<sup class='footnote'><a href='#fn-2135-12' id='fnref-2135-12' title='Emily Schmall, The Cult of Chick-fil-A, Forbes.com (July 23, 2007), online at http:www.forbes.comforbes20070723080.html (visited Dec 26, 2009) (noting at least twelve charges of employment discrimination have been filed against Chick-fil-A since 1988, including a suit that was settled in 2000 after a Muslim manager was fired after refusing to participate in a group prayer at a company training program in 2000). We recognize the mere existence of suits is not per se evidence of discrimination, but it is highly suggestive.'>12</a></sup> we would be unsurprised if it used its Sundays-off policies as part of a larger strategy to screen out non-Christian franchise owners and employees. Other Chick-fil-A hiring practices, such as a year-long vetting process with multiple interviews for key positions, support this hypothesis.<sup class='footnote'><a href='#fn-2135-13' id='fnref-2135-13' title='Chick-fil-A appears to care a great deal about screening hires and operators, including for many, a yearlong vetting process that includes dozens of interviews. Ty Yokum, the training manager . . . , sat through 7 interviews and didn't get the job. He reapplied in 1991 and was subjected to another 17 interviews—the final one lasted five hours—and was hired. . . . Chick-fil-A's general counsel['>13</a></sup> says the company works hard to select people like Yokum, who “fit.” “We want operators who support the values here,” [he] says. <strong> </strong>Emily Schmall, <em>The Cult of Chick-fil-A</em> (cited in note 15).]</p>
<h4 style="text-align: center;"><strong><span style="color: #000000;"><br />
II.<br />
Theoretical and Empirical Economic Issues </span></strong></h4>
<p>We also wish to address a variety of economic points that Epstein raises. These include Epstein’s discussion of pensions and social security, his recommendation to repeal employment discrimination laws but for a very narrow monopoly exception,<sup class='footnote'><a href='#fn-2135-14' id='fnref-2135-14' title='That best policy would be to “[j'>14</a></sup>ust repeal the employment discrimination laws in their entirety, except as they apply to monopoly situations, of which there are virtually none in private unregulated markets.” Epstein, <em>Protect Us, Lord, from Title VII</em> (cited in note 3).] and the contention that the economic viability of passive discrimination requires identical compensation demands across races and homogeneous preferences within race.<sup class='footnote'><a href='#fn-2135-15' id='fnref-2135-15' title='Id.'>15</a></sup> We also seek to deal with his related claims that we fail to provide evidence suggesting “that the position of African-American workers lags behind that of whites, controlling for the usual key differences in education and work experience and the like,”<sup class='footnote'><a href='#fn-2135-16' id='fnref-2135-16' title='Id.'>16</a></sup> and Epstein’s contention about the “persistent finding[] [ ] that wage gaps between blacks and whites prove significant for men, but not for women.”<sup class='footnote'><a href='#fn-2135-17' id='fnref-2135-17' title='Id.'>17</a></sup> Epstein claims that “[t]he explanations for that disparity are likely to prove complex, but invidious discrimination on racial grounds does not look to be one of them.”<sup class='footnote'><a href='#fn-2135-18' id='fnref-2135-18' title='Epstein, Protect Us, Lord, From Title VII (cited in note 3).   '>18</a></sup></p>
<p>Before we address these issues specifically, we will review some basic methodological facts concerning the theoretical stability of labor market discrimination. Consider first the case of an employer operating in a perfectly competitive labor market and a perfectly competitive output market with free entry. Perfect competition in the labor market means that workers must be paid at least their marginal revenue products—the sales value to employers of the output that workers produce. An employer who wishes to ensure that she can hire only favored types of workers will have to pay a premium, marking up the favored employees’ wages above marginal revenue product. In a competitive output market, such an employer will necessarily lose money and ultimately go out of business.<sup class='footnote'><a href='#fn-2135-19' id='fnref-2135-19' title='The full process would go as follows. Given free entry into production, either via entry of new firms or expansion by existing firms, an industry’s output price will be competed down to minimum long-run average cost. However, in a standard model, a firm cannot both pay a premium to attract favored workers and produce at minimum long-run average cost, since attracting only favored workers requires paying them a premium. To get marginal revenue product to equal this above-market wage, a discriminating employer must employ a number of workers that induces a greater marginal product of labor than the number of workers employed by a nondiscriminating employer. (This is true given that the employer is a price taker on her output market.) Since nondiscriminating employers are cost minimizers, and since discriminating firms behave differently, a discriminating employer cannot be using the long-run cost-minimizing input mix. Thus, discriminating firms will produce at a cost above minimum long-run average cost. Given free entry, this means a cost above the long-run equilibrium price. As a result, such firms will go broke and exit the market, leaving only nondiscriminating firms.'>19</a></sup> This is the standard economic argument against the long-run necessity of antidiscrimination laws: competitive markets chase out bigots.</p>
<p>Traditionally, economists have recognized three important counterexamples in which discrimination in long run equilibrium is possible given laissez faire policies. In these cases, antidiscrimination laws might be necessary to eliminate discrimination. Epstein himself raises the first case, one in which employers have labor market power that is somehow protected from another employer’s entry into the labor market. In this case, employers can pick and choose the workers they want, at least up to a point. In such monopsony cases, workers’ marginal revenue product is above the wage.<sup class='footnote'><a href='#fn-2135-20' id='fnref-2135-20' title='The formal condition for a monopsonist employer to maximize profits in choosing its quantity of labor and wage requires that marginal revenue product equal marginal factor cost. In a competitive market, marginal factor cost is the same as the wage. For a monopsonist, though, the profit-maximizing quantity of labor is always low enough that the wage will be less than marginal revenue product, leaving room for the employer to pay a premium to favored workers.'>20</a></sup> Moreover, workers’ only recourse against a monopsonist who refuses to hire them is to work in some other industry, which presumably entails a loss of welfare. Even when the monopsonist must sell on a competitive output market, it earns economic rents from its labor market power. One way to spend some of those rents is to discriminate in choosing workers, and no amount of output-side competition will eliminate this option.</p>
<p>The second case in which equilibrium discrimination is possible under laissez faire occurs when employers have pricing power on their <span style="text-decoration: underline;">output</span> markets, regardless of whether they have pricing power in the labor market. If entry is limited, then economic rents will not be totally competed away. Once again, the employer can spend some of her economic rents on wage premia that induce the favored mix of workers.</p>
<p>The third case in which equilibrium discrimination is possible under laissez faire involves not market power, but consumer preferences. Suppose consumers prefer to buy from firms that discriminate against disfavored workers. Given equal marginal productivity of workers, any firm that employs disfavored workers must operate at a competitive disadvantage vis-à-vis firms that do not. As a result, nondiscriminating firms will go broke, and only discriminating employers will remain in business. If consumers are willing to pay to avoid disfavored workers, no purely competitive mechanism exists to stop them from doing so.</p>
<p>Our model’s methodological contribution is to establish a fourth counterexample. We show that discrimination is possible, in the form of workplace segregation, when (a) all markets are perfectly competitive, and (b) consumer preferences are nondiscriminatory. What drives our result is the correlation between worker type and worker preferences for amenities. This correlation allows firms to design <span style="text-decoration: underline;">limited</span> compensation packages that will lead to equilibrium segregation of the workplace, and this is the practice that we have termed passive discrimination. Our main economic methodological contribution is thus to point out a gap in the previous understanding of the conditions that allow persistence of employment discrimination.</p>
<h5><em><span style="color: #000000;"><br />
<span style="text-decoration: underline;">A.     Pensions and Social Security</span></span></em></h5>
<p>Epstein suggests that pension systems are unlikely to function as screening devices, since “for many jobs the pension element has little or no traction insofar as the . . . social security system covers most of the pension obligation.”<sup class='footnote'><a href='#fn-2135-21' id='fnref-2135-21' title='Epstein, Protect Us, Lord, from Title VII (cited in note 3).'>21</a></sup> This is an unusual characterization of Social Security’s role—one we believe contradicts decades of public policy. Consider this discussion, from the Social Security Administration Historian’s Office:<sup class='footnote'><a href='#fn-2135-22' id='fnref-2135-22' title='Social Security Administration Historian’s Office, Research Note #1: Origins of the Three-Legged Stool Metaphor for Social Security (May 1996), online at <a href"http:www.ssa.govhistorystool.html">http:www.ssa.govhistorystool.html<a> (visited Dec 26, 2009).</p>
<p>&#8216;>22</a></sup></p>
<p>Social Security benefits are considered to be only one part of a complete approach to retirement planning. In contemporary parlance, Social Security benefits are described as the “foundation” upon which individuals can build additional retirement security through company or personal pensions and through savings and investment.</p>
<p>For many years, an older metaphor was used to make this point. Social Security benefits were said to be one leg of a three-legged stool consisting of Social Security, private pensions and savings and investment. The metaphor was intended to convey the idea that all three approaches were needed to provide stable income security in retirement.</p>
<p>Perhaps Epstein believes that the eclipse of defined benefit plans by defined compensation ones has effected a merger of the two non-Social Security legs. Even so, tax-favored employer-sponsored retirement plans carry with them penalties for early withdrawal. This feature would make two otherwise identical people with different discount rates value employer contributions to such plans differently. Thus, we do not believe Epstein has made his case concerning the irrelevance of pensions for screening purposes.</p>
<p>Epstein also raises the Supreme Court’s decision in <span style="text-decoration: underline;">City of Los Angeles, Department of Water and Power v Manhart</span>,<sup class='footnote'><a href='#fn-2135-23' id='fnref-2135-23' title='435 US 702 (1978).'>23</a></sup> ruling that an employer may not deduct more from women’s pay to cover their pensions even though, as an actuarial matter, women as a class are likely to draw on pension benefits longer. We do not disagree with Epstein’s argument that women’s longer longevity makes such practices economically reasonable. But we also do not see the relevance of this conclusion, either to the possible existence of passive discrimination or to our policy suggestions.</p>
<h5><em><span style="color: #000000;"><br />
<span style="text-decoration: underline;">B.     Epstein&#8217;s market Power Point Proves Too Much</span></span></em></h5>
<p><em> </em></p>
<p>Epstein supports antidiscrimination employment laws only when perfect monopsony power exists. As our discussion above suggests, the obvious economic justification for this position is that no competitive forces will prevent a perfect monopsonist from sustained use of discrimination. The discussion above notes that equilibrium discrimination can occur when there is output market monopoly, or competitive markets with bigoted consumers. The economic argument behind our model shows that the combination of bigoted employers and type-correlated worker preferences is a fourth case allowing equilibrium discrimination, even in competitive markets. Epstein’s position that only the first of these four cases justifies antidiscrimination laws cannot be supported on economic grounds. If antidiscrimination laws make sense for any of these cases, we believe they make sense for the others.<sup class='footnote'><a href='#fn-2135-24' id='fnref-2135-24' title='Epstein’s focus on perfect monopsony power also seems unduly restrictive. Employers needn’t be the only game in town to be able to have equilibrium market power. The key question in nonperfectly competitive markets concerns the ease of entry. When entry is difficult, even firms facing some competition on either their input or output markets can discriminate in long-run equilibrium. On the other hand, in the monopolistic competition case with free entry, firms have pricing power in the short run, but not the long run. An employer that sought to discriminate against some workers in a monopolistically competitive industry with free entry and homogeneous production technology would ultimately go broke, as in a perfectly competitive market. This example shows that the necessity of antidiscrimination laws hinges on the specifics of industry conditions.'>24</a></sup></p>
<h5><em><span style="color: #000000;"><br />
<span style="text-decoration: underline;">C.     Epstein Contradicts Himself on Reservation Wages</span></span></em></h5>
<p>Epstein also contends that intentional and unintentional passive discrimination will not appear if disfavored groups such as African-Americans have lower reservation wages. But for employers operating as price takers on both the labor and output markets, nothing substantive in our conclusions hinges on this question. Epstein’s suggestion to the contrary relies on the surprising, if implicit, assumption that the labor market does not operate to drive wages toward marginal revenue product. Epstein writes:<strong> </strong></p>
<p>Nor is there any reason to think that GKW’s strategy for racial discrimination is likely to yield any forbidden fruits if put into play.  In order for this to work, there has to be an assumption that the compensation demands across races are identical for both African-American and white workers.  But suppose that they are not, and that on average the African-American workers have lower reservation wages than white workers, perhaps because of the discrimination in the general market.  At this point, the pension-heavy strategy may well reduce the attractiveness of the compensation package somewhat. But that result is consistent with a loss in consumer surplus, and does not require us to assume that there will be much of a change in rate at which African-Americans accept job offers.<sup class='footnote'><a href='#fn-2135-25' id='fnref-2135-25' title='Epstein, Protect Us, Lord, from Title VII (cited in note 3).'>25</a></sup></p>
<p>Epstein’s suggestion here is that lower reservation wages among African-Americans will prevent firms from screening them out by converting some cash compensation to fringe benefits that African-Americans value less than whites. On this argument, the effect of such screening would be to reduce the surplus received by African-American workers, but not to change the mix of employees hired.</p>
<p>But Epstein’s argument hinges critically on the implicit assumption that competition in the labor market will fail to show up for work. According to the basic logic of competition, any employer who pays African-Americans in a way that does not, as Epstein phrases it, “maximiz[e] the welfare of its employees under competition,”<sup class='footnote'><a href='#fn-2135-26' id='fnref-2135-26' title='Id.'>26</a></sup> will soon be searching for a new employee willing to forgo welfare maximization. A worker paid less than the value of her marginal product by her present employer will make an attractive hire from some other firm’s perspective. Therefore, her wage will be bid up to her marginal revenue product.<sup class='footnote'><a href='#fn-2135-27' id='fnref-2135-27' title='Nothing important in this discussion is altered by the fact that in our model, labor market equilibrium allows (and sometimes requires) cash-and-fringe compensation to replace cash-only compensation. When fringe benefits are an available element of compensation packages, the marginal cost to the firm of total compensation replaces the wage in the marginal revenue product-equals-wage condition. The only other modification is that in equilibrium, competitive firms cannot pay workers too much fringe: the compensation package must allow workers to maximize their welfare subject to the total compensation the firm pays.'>27</a></sup> Nowhere in this discussion do reservation wages play a role, except insofar as they are so <span style="text-decoration: underline;">high</span> that a worker would choose to exit employment altogether—and that is the <span style="text-decoration: underline;">opposite</span> of Epstein’s hypothesis.</p>
<p>Thus, Epstein’s point requires one to suspend belief in the forces of market competition. This is a curious position, given Epstein’s reliance on the beneficial forces of market competition in his campaign to “repeal the employment discrimination laws in their entirety, except as they apply to monopoly situations.”<br />
<sup class='footnote'><a href='#fn-2135-28' id='fnref-2135-28' title='Epstein, Protect Us, Lord, from Title VII (cited in note 3).'>28</a></sup> In sum, Epstein’s suggestion that anything important hinges on the question of whether African-Americans have lower reservation wages appears to stand in significant tension with his later suggestion that buyer-side labor market power is nonexistent in private, unregulated labor markets.</p>
<p>Epstein also emphasizes preference variation within worker type: “We know in addition that even if there is a variation in preferences across groups, there is also a variation in preferences within groups.”<sup class='footnote'><a href='#fn-2135-29' id='fnref-2135-29' title='Id.'>29</a></sup> While this statement is surely correct, it is just as surely beside the point. All that is required for the economic viability of passive discrimination is that amenity preferences be correlated with worker type—not that they be uniform within type. At the cost of much more notation and more equations, we could easily have written up a much more general version of our model that allows for any finite number of groups, each having its own nondegenerate preference distribution. Within-group preference uniformity is simply a modeling assumption that keeps the analysis wieldy, which is good practice in economic exposition.</p>
<h5><em><span style="color: #000000;"><br />
<span style="text-decoration: underline;">D.     Empirical Evidence on the Black-White Gap in Labor Market Positions</span></span></em></h5>
<p><em> </em></p>
<p>Epstein criticizes us on the grounds that we</p>
<p>do not offer any aggregate statistics that indicate that the position of African-American workers lags behind that of whites, controlling for the  usual key differences in education and work experience and the like. That literature is of course enormously complex, and among its most persistent findings are that wage gaps between blacks and whites prove significant for men, but not for women. The explanations for that disparity are likely to prove complex, but invidious discrimination on racial grounds does not look to be one of them.<sup class='footnote'><a href='#fn-2135-30' id='fnref-2135-30' title='Id (footnote omitted).'>30</a></sup></p>
<p>Leaving aside the problems with the study Epstein cites,<sup class='footnote'><a href='#fn-2135-31' id='fnref-2135-31' title='Epstein focuses on the difference across sex in conditional black-white wage gaps. (A conditional gap is one computed using statistical methods to control for differences in characteristics besides the one used to define the groups whose gap is measured.) The study he cites uses data only on college graduates. See Epstein, Protect Us, Lord, from Title VII (cited in note 3). Thus, its design prevents it from telling us anything empirical about workers with less educational attainment.  Since blacks and whites have very different educational attainment on average, it concerns disproportionately fewer African Americans than whites. As a result, Epstein’s favored study cannot be generally dispositive on this larger issue. '>31</a></sup> he rightly notes that we did not offer detailed empirical evidence on the relative position of black and white workers. Of course, such evidence was neither the focus of our argument, nor necessary to any of our conclusions. However, we now happily take this opportunity to briefly discuss some interesting evidence from this literature.</p>
<p>The econometric study likely most friendly to Epstein’s conclusion argues emphatically <span style="text-decoration: underline;">against</span> controlling for what Epstein calls “key differences in education and work experience and the like.” In that study,<sup class='footnote'><a href='#fn-2135-32' id='fnref-2135-32' title='Derek A. Neal and William R. Johnson, The Role of Premarket Factors in Black-White Wage Differences, 104 J Polit Econ 869 (1996).  '>32</a></sup> Derek Neal and William Johnson use a sample of blacks and whites born between 1957 and 1964. They find that essentially all of the black-white wage gap among women, and about 70 percent of the gap among men, disappears when one (a) controls for scores achieved on a test administered before most sample members had entered the labor market, but (b) does <span style="text-decoration: underline;">not</span> control for Epstein’s “key differences in education and work experience and the like.”<sup class='footnote'><a href='#fn-2135-33' id='fnref-2135-33' title='These facts can be seen by reference to Neal and Johnson’s Table 1, on page 875 of their article. In column (4) of this table, Neal and Johnson control for neither education nor their measure of test scores (the Armed Forces Qualification Test, or AFQT), and they find that black women in their sample earn 18.5 log points less than white women in their sample do; this estimate is highly statistically significant against a null hypothesis of zero difference. In column (6) of this table, Neal and Johnson add as an additional regressor a measure of each person’s AFQT score, and they find that black women earn 3.5 log points more than white women; this estimate is insignificantly different from zero, however, which motivates our phrasing in the main text concerning the black-white wage gap among women. Analogous results among men in Neal and Johnson’s sample appear in columns (1) and (3) of their Table 1. These estimates show that blacks in the sample earn an estimated 24.4 log points less than do whites in the sample when AFQT is not included as a covariate, but only 7.2 log points less when AFQT is included (both estimates are statistically significant). This amounts to a 100%×(1-7.224.4)  70.5% reduction in the baseline estimate of 24.4 log points.'>33</a></sup></p>
<p>While Neal and Johnson offer an economic argument in favor of this approach to estimating the black-white wage gap, labor economists disagree on this point. For example, after extensive theoretical and empirical investigation, including a reanalysis of Neal and Johnson’s data, Kevin Lang and Michael Manove<sup class='footnote'><a href='#fn-2135-34' id='fnref-2135-34' title='Kevin Lang and Michael Manove, Education and Labor-Market Discrimination (unpublished manuscript, Boston University, Feb 2008), online at http:www.bu.edueconfacultymanoveEdDiscrim.pdf (visited Dec 26, 2009).'>34</a></sup> conclude that “there are good grounds for believing that at least some of the black-white wage differential reflects differential treatment in the labor market.”<sup class='footnote'><a href='#fn-2135-35' id='fnref-2135-35' title='Id at *29.'>35</a></sup> Consider also Joseph G. Altonji and Rebecca M. Blank’s widely cited <span style="text-decoration: underline;">Handbook of Labor Economics</span> chapter.<sup class='footnote'><a href='#fn-2135-36' id='fnref-2135-36' title='Joseph G. Altonji and Rebecca M. Blank, Race and Gender in the Labor Market, in Orley Ashenfelter and David Card, eds, 3 Handbook of Labor Economics 3143 (1999).  '>36</a></sup> Among their “key conclusions” concerning differentials in wages and labor force participation, Altonji and Blank offer that</p>
<p>[e]ven controlling for occupation, industry, and job characteristics, there remain significant differentials between white males and other workers. Some of this may be due to incompletely specified models. . . . Some of it almost surely represents ongoing constraints in the labor market for women and minorities.<sup class='footnote'><a href='#fn-2135-37' id='fnref-2135-37' title='Id at 3164. '>37</a></sup></p>
<p>Having discussed such evidence, we note two reasons why Epstein’s concentration on wage gaps seems misplaced. First, in our model’s segregated equilibria, favored workers receive some of their compensation in the form of fringe benefits, whereas disfavored workers receive all of their compensation in cash. Competition forces firms to spend the same amount to employ each type of worker. It follows that disfavored workers will be paid <span style="text-decoration: underline;">more</span> in cash than equally productive favored workers. A more powerful empirical critique of our model than Epstein’s would thus seem to be that in the real world, employers generally do not pay African-Americans more cash compensation than they pay whites. However, a valid empirical test of our model would require overcoming two empirical hurdles: getting data on worker-specific marginal productivity; and dealing appropriately with difficult econometric issues related to workers’ job choices, which is the key mechanism through which passive discrimination would operate. We leave the interesting problem of solving these nontrivial econometric problems for future research.</p>
<p>More important for our Article, Epstein’s focus on wage gaps is misplaced, as our primary focus is on workplace segregation, not on wage discrimination. For evidence on workplace segregation, consider recent research by Judith Hellerstein and David Neumark,<sup class='footnote'><a href='#fn-2135-38' id='fnref-2135-38' title='Judith K. Hellerstein and David Neumark, Workplace Segregation in the United States: Race, Ethnicity, and Skill, 90 Rev Econ &amp; Stat 459 (2008). '>38</a></sup> who study “segregation in the labor market—that is, the extent to which members of different groups tend to work with coworkers who are more like themselves than would be predicted by random allocation of workers to establishments.”<sup class='footnote'><a href='#fn-2135-39' id='fnref-2135-39' title='Id at 459.'>39</a></sup> Hellerstein and Neumark write that available empirical evidence prior to their study suggests the presence of systematic job segregation along the lines of sex, race, and ethnicity. One study finds that “job cell segregation by race accounts for about half of the black-white wage gap.”<sup class='footnote'><a href='#fn-2135-40' id='fnref-2135-40' title='Id.'>40</a></sup> This finding suggests there is ample room for passive discrimination to operate, though certainly specific evidence would be necessary to conclude that it does in fact operate.</p>
<p>Using high-quality, restricted-use, matched employer-employee data from the 1990 US Census, Hellerstein and Neumark write that “[o]ur results point to workplace segregation by education and race. . . . We find, however, that education plays very little role in generating workplace segregation by race.”<sup class='footnote'><a href='#fn-2135-41' id='fnref-2135-41' title='Id at 461.'>41</a></sup> This result suggests that at least one of Epstein’s “key differences” likely has little to do with racial job segregation, whatever association it has with racial wage gaps. Hellerstein and Neumark’s is of course just one study, and to our knowledge, an empirical study of the kind of segregation to be expected from passive discrimination has not been done. Nevertheless, we do not believe the possibility of workplace segregation as induced by passive discrimination is far-fetched.<strong> </strong></p>
<p>As a final source of empirical evidence, consider a recent audit study conducted by Marianne Bertrand and Sendhil Mullainathan,<sup class='footnote'><a href='#fn-2135-42' id='fnref-2135-42' title='Marianne Bertrand and Sendhil Mullainathan, Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination, 94 Am Econ Rev 991 (2004)'>42</a></sup> who sent fake resumes to real employers who advertised jobs for new employees. Pairs of resumes were identical except for one feature: the authors “experimentally manipulate perception of race via the name of the fictitious job applicant . . . [by] randomly assign[ing] very White-sounding names . . . to half the resumes and very African-American-sounding names . . . to the other half.”<sup class='footnote'><a href='#fn-2135-43' id='fnref-2135-43' title='Id at 992.'>43</a></sup> They found “large racial differences in callback rates.”<sup class='footnote'><a href='#fn-2135-44' id='fnref-2135-44' title='Id.'>44</a></sup> They note white-named applicants need to send about ten resumes per callback, whereas African-American-named applicants must send about fifteen resumes. They conclude, “This 50-percent gap in callback is statistically significant. A White name yields as many more callbacks as an additional eight years of experience on a resume. Since applicants’ names are randomly assigned, this gap can only be attributed to the name manipulation.”<sup class='footnote'><a href='#fn-2135-45' id='fnref-2135-45' title='Note that some (or all) of this effect is not necessarily the result of invidious discrimination: employers may have been exploiting correlations between a person’s name and unobservable characteristics that influence a worker’s marginal product of labor.  On this point (and as a general criticism of audit studies), see James J. Heckman, Detecting Discrimination, 12 J Econ Persp 101, 107–11 (Spring 1998). However, the study at least suggests the possibility that employment discrimination endures in modern labor markets. It also demonstrates once again the difficulty of distinguishing between intentional and unintentional passive discrimination.'>45</a></sup> In sum, we believe the empirical evidence on racial gaps in the labor market points to a less sanguine conclusion than Epstein’s. We agree with him that explanations for racial “disparity are likely to prove complex,” but we do not believe that the available evidence supports his blanket claim that “invidious discrimination on racial grounds does not look to be one of them.”<br />
<sup class='footnote'><a href='#fn-2135-46' id='fnref-2135-46' title='Epstein, Protect Us, Lord, from Title VII (cited in note 3).'>46</a></sup></p>
<p><strong> </strong></p>
<p><strong>Conclusion</strong></p>
<p>In conclusion, while we are grateful to Professor Epstein for taking the time to comment on our Article, we will have to agree to disagree about a number of the premises upon which many of his arguments are based. As for Epstein’s larger complaints about the existence and effects of Title VII, for brevity’s sake, we defer to the wider employment discrimination literature which we feel adequately addresses these claims.<a href="http://legalworkshop.org/wp-content/uploads/2009/02/dingbat.png"><img class="alignnone size-full wp-image-134" title="dingbat" src="http://legalworkshop.org/wp-content/uploads/2009/02/dingbat.png" alt="" width="11" height="11" /></a></p>
<h5 style="text-align: center;"><em><span style="color: #000000;"><span style="text-decoration: underline;">Acknowledgments:</span></span></em></h5>
<p>Copyright © 2010 University of Chicago Law Review.</p>
<p>Jonah Gelbach is Associate Professor of Economics at the University of Arizona.<br />
Jonathan Klick is a Professor of Law at the University of Pennsylvania Law School.<br />
Lesley Wexler is an Assistant Professor at Florida State University School of Law.
<div class='footnotes'>
<ol>
<li id='fn-2135-1'>See Jonah Gelbach, Jonathan Klick, and Lesley Wexler, <em>Passive Discrimination: When Does It Make Sense to Pay Too Little?,</em> 76 U Chi L Rev 797, 799, 802 (2009). <span class='footnotereverse'><a href='#fnref-2135-1'>&#8617;</a></span></li>
<li id='fn-2135-2'>Richard A. Epstein, <em>Protect Us, Lord, from Title VII: A Response to Gelbach, Klick, and Wexler</em>, U Chi L Rev Legal Workshop (June 22, 2009), online at <a href="../../../../../2009/06/22/protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler">http://legalworkshop.org/2009/06/22/protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler</a> (visited Dec 26, 2009) (footnote omitted). <span class='footnotereverse'><a href='#fnref-2135-2'>&#8617;</a></span></li>
<li id='fn-2135-3'>Of course, choice has potential second-order<strong> </strong>downsides such as pooling problems and bad choice, as we mention in our footnotes. These may be more significant than the risk of segregation, but our point in the original Article was merely that choice solves the segregation and valuation problem. <span class='footnotereverse'><a href='#fnref-2135-3'>&#8617;</a></span></li>
<li id='fn-2135-4'>Gelbach, Klick, and Wexler, 76 U Chi L Rev at 853–54 (cited in note 1) (emphasis added).<strong> </strong> <span class='footnotereverse'><a href='#fnref-2135-4'>&#8617;</a></span></li>
<li id='fn-2135-5'>Id at 853–56. <span class='footnotereverse'><a href='#fnref-2135-5'>&#8617;</a></span></li>
<li id='fn-2135-6'>Epstein, <em>Protect Us, Lord, from Title VII</em> (cited in note 3). <span class='footnotereverse'><a href='#fnref-2135-6'>&#8617;</a></span></li>
<li id='fn-2135-7'>Id. <span class='footnotereverse'><a href='#fnref-2135-7'>&#8617;</a></span></li>
<li id='fn-2135-8'>Id.<strong> </strong> <span class='footnotereverse'><a href='#fnref-2135-8'>&#8617;</a></span></li>
<li id='fn-2135-9'>Of course, Epstein overlooks the possibility that an employer may want to sort among different groups of minority workers. We raise this option when we discuss the use of language policies to screen in subservient workers and screen out more litigious minorities. See Gelbach, Klick, and Wexler, 76 U Chi L Rev at 821 (cited in note 1).<strong> </strong> <span class='footnotereverse'><a href='#fnref-2135-9'>&#8617;</a></span></li>
<li id='fn-2135-10'>Id at 801.<strong> </strong> <span class='footnotereverse'><a href='#fnref-2135-10'>&#8617;</a></span></li>
<li id='fn-2135-11'>Such datasets would need to contain a great deal of detail about employers’ compensation packages. <span class='footnotereverse'><a href='#fnref-2135-11'>&#8617;</a></span></li>
<li id='fn-2135-12'>Emily Schmall, <em>The Cult of Chick-fil-A</em>, Forbes.com (July 23, 2007), online at http://www.forbes.com/forbes/2007/0723/080.html (visited Dec 26, 2009) (noting at least twelve charges of employment discrimination have been filed against Chick-fil-A since 1988, including a suit that was settled in 2000 after a Muslim manager was fired after refusing to participate in a group prayer at a company training program in 2000). We recognize the mere existence of suits is not per se evidence of discrimination, but it is highly suggestive. <span class='footnotereverse'><a href='#fnref-2135-12'>&#8617;</a></span></li>
<li id='fn-2135-13'>Chick-fil-A appears to care a great deal about screening hires and operators, including for many, a yearlong vetting process that includes dozens of interviews. Ty Yokum, the training manager . . . , sat through 7 interviews and didn&#8217;t get the job. He reapplied in 1991 and was subjected to another 17 interviews—the final one lasted five hours—and was hired. . . . Chick-fil-A&#8217;s general counsel[ <span class='footnotereverse'><a href='#fnref-2135-13'>&#8617;</a></span></li>
<li id='fn-2135-14'>That best policy would be to “[j <span class='footnotereverse'><a href='#fnref-2135-14'>&#8617;</a></span></li>
<li id='fn-2135-15'>Id. <span class='footnotereverse'><a href='#fnref-2135-15'>&#8617;</a></span></li>
<li id='fn-2135-16'>Id. <span class='footnotereverse'><a href='#fnref-2135-16'>&#8617;</a></span></li>
<li id='fn-2135-17'>Id. <span class='footnotereverse'><a href='#fnref-2135-17'>&#8617;</a></span></li>
<li id='fn-2135-18'>Epstein, <em>Protect Us, Lord, From Title VII</em> (cited in note 3).  <strong> </strong> <span class='footnotereverse'><a href='#fnref-2135-18'>&#8617;</a></span></li>
<li id='fn-2135-19'>The full process would go as follows. Given free entry into production, either via entry of new firms or expansion by existing firms, an industry’s output price will be competed down to minimum long-run average cost. However, in a standard model, a firm cannot both pay a premium to attract favored workers and produce at minimum long-run average cost, since attracting only favored workers requires paying them a premium. To get marginal revenue product to equal this above-market wage, a discriminating employer must employ a number of workers that induces a greater marginal product of labor than the number of workers employed by a nondiscriminating employer. (This is true given that the employer is a price taker on her output market.) Since nondiscriminating employers are cost minimizers, and since discriminating firms behave differently, a discriminating employer cannot be using the long-run cost-minimizing input mix. Thus, discriminating firms will produce at a cost above minimum long-run average cost. Given free entry, this means a cost above the long-run equilibrium price. As a result, such firms will go broke and exit the market, leaving only nondiscriminating firms. <span class='footnotereverse'><a href='#fnref-2135-19'>&#8617;</a></span></li>
<li id='fn-2135-20'>The formal condition for a monopsonist employer to maximize profits in choosing its quantity of labor and wage requires that marginal revenue product equal marginal factor cost. In a competitive market, marginal factor cost is the same as the wage. For a monopsonist, though, the profit-maximizing quantity of labor is always low enough that the wage will be less than marginal revenue product, leaving room for the employer to pay a premium to favored workers. <span class='footnotereverse'><a href='#fnref-2135-20'>&#8617;</a></span></li>
<li id='fn-2135-21'>Epstein, <em>Protect Us, Lord, from Title VII</em> (cited in note 3). <span class='footnotereverse'><a href='#fnref-2135-21'>&#8617;</a></span></li>
<li id='fn-2135-22'>Social Security Administration Historian’s Office, <em>Research Note #1:</em><em> </em><em>Origins of the Three-Legged Stool Metaphor for Social Security </em>(May 1996), online at <a href="http://www.ssa.gov/history/stool.html">http://www.ssa.gov/history/stool.html</a> (visited Dec 26, 2009).
<p> <span class='footnotereverse'><a href='#fnref-2135-22'>&#8617;</a></span></li>
<li id='fn-2135-23'>435 US 702 (1978). <span class='footnotereverse'><a href='#fnref-2135-23'>&#8617;</a></span></li>
<li id='fn-2135-24'>Epstein’s focus on perfect monopsony power also seems unduly restrictive. Employers needn’t be the only game in town to be able to have equilibrium market power. The key question in nonperfectly competitive markets concerns the ease of entry. When entry is difficult, even firms facing some competition on either their input or output markets can discriminate in long-run equilibrium. On the other hand, in the monopolistic competition case with free entry, firms have pricing power in the short run, but not the long run. An employer that sought to discriminate against some workers in a monopolistically competitive industry with free entry and homogeneous production technology would ultimately go broke, as in a perfectly competitive market. This example shows that the necessity of antidiscrimination laws hinges on the specifics of industry conditions. <span class='footnotereverse'><a href='#fnref-2135-24'>&#8617;</a></span></li>
<li id='fn-2135-25'>Epstein, <em>Protect Us, Lord, from Title VII</em> (cited in note 3). <span class='footnotereverse'><a href='#fnref-2135-25'>&#8617;</a></span></li>
<li id='fn-2135-26'>Id. <span class='footnotereverse'><a href='#fnref-2135-26'>&#8617;</a></span></li>
<li id='fn-2135-27'>Nothing important in this discussion is altered by the fact that in our model, labor market equilibrium<strong> </strong>allows (and sometimes requires) cash-and-fringe compensation to replace cash-only compensation. When fringe benefits are an available element of compensation packages, the marginal cost to the firm of total compensation replaces the wage in the marginal revenue product-equals-wage condition. The only other modification is that in equilibrium, competitive firms cannot pay workers too much fringe: the compensation package must allow workers to maximize their welfare subject to the total compensation the firm pays. <span class='footnotereverse'><a href='#fnref-2135-27'>&#8617;</a></span></li>
<li id='fn-2135-28'>Epstein, <em>Protect Us, Lord, from Title VII</em> (cited in note 3). <span class='footnotereverse'><a href='#fnref-2135-28'>&#8617;</a></span></li>
<li id='fn-2135-29'>Id. <span class='footnotereverse'><a href='#fnref-2135-29'>&#8617;</a></span></li>
<li id='fn-2135-30'>Id (footnote omitted). <span class='footnotereverse'><a href='#fnref-2135-30'>&#8617;</a></span></li>
<li id='fn-2135-31'>Epstein focuses on the difference across sex in conditional black-white wage gaps. (A conditional gap is one computed using statistical methods to control for differences in characteristics besides the one used to define the groups whose gap is measured.) The study he cites uses data only on college graduates. See Epstein, <em>Protect Us, Lord, from Title VII</em> (cited in note 3). Thus, its design prevents it from telling us anything empirical about workers with less educational attainment.  Since blacks and whites have very different educational attainment on average, it concerns disproportionately fewer African Americans than whites. As a result, Epstein’s favored study cannot be generally dispositive on this larger issue.<strong> </strong> <span class='footnotereverse'><a href='#fnref-2135-31'>&#8617;</a></span></li>
<li id='fn-2135-32'>Derek A. Neal and William R. Johnson, <em>The Role of Premarket Factors in Black-White Wage Differences</em>, 104 J Polit Econ 869 (1996). <strong> </strong> <span class='footnotereverse'><a href='#fnref-2135-32'>&#8617;</a></span></li>
<li id='fn-2135-33'>These facts can be seen by reference to Neal and Johnson’s Table 1, on page 875 of their article. In column (4) of this table, Neal and Johnson control for neither education nor their measure of test scores (the Armed Forces Qualification Test, or AFQT), and they find that black women in their sample earn 18.5 log points less than white women in their sample do; this estimate is highly statistically significant against a null hypothesis of zero difference. In column (6) of this table, Neal and Johnson add as an additional regressor a measure of each person’s AFQT score, and they find that black women earn 3.5 log points more than white women; this estimate is insignificantly different from zero, however, which motivates our phrasing in the main text concerning the black-white wage gap among women. Analogous results among men in Neal and Johnson’s sample appear in columns (1) and (3) of their Table 1. These estimates show that blacks in the sample earn an estimated 24.4 log points less than do whites in the sample when AFQT is not included as a covariate, but only 7.2 log points less when AFQT is included (both estimates are statistically significant). This amounts to a 100%×(1-7.2/24.4) = 70.5% reduction in the baseline estimate of 24.4 log points. <span class='footnotereverse'><a href='#fnref-2135-33'>&#8617;</a></span></li>
<li id='fn-2135-34'>Kevin Lang and Michael Manove, <em>Education and Labor-Market Discrimination</em> (unpublished manuscript, Boston University, Feb 2008), online at http://www.bu.edu/econ/faculty/manove/EdDiscrim.pdf (visited Dec 26, 2009). <span class='footnotereverse'><a href='#fnref-2135-34'>&#8617;</a></span></li>
<li id='fn-2135-35'>Id at *29. <span class='footnotereverse'><a href='#fnref-2135-35'>&#8617;</a></span></li>
<li id='fn-2135-36'>Joseph G. Altonji and Rebecca M. Blank, <em>Race and Gender in the Labor Market</em>, in Orley Ashenfelter and David Card, eds, 3 <em>Handbook of Labor Economics</em> 3143 (1999). <strong> </strong> <span class='footnotereverse'><a href='#fnref-2135-36'>&#8617;</a></span></li>
<li id='fn-2135-37'>Id at 3164. <strong></strong> <span class='footnotereverse'><a href='#fnref-2135-37'>&#8617;</a></span></li>
<li id='fn-2135-38'>Judith K. Hellerstein and David Neumark, <em>Workplace Segregation in the United States: Race, Ethnicity, and Skill</em>, 90 Rev Econ &amp; Stat 459 (2008).<em> </em> <span class='footnotereverse'><a href='#fnref-2135-38'>&#8617;</a></span></li>
<li id='fn-2135-39'>Id at 459. <span class='footnotereverse'><a href='#fnref-2135-39'>&#8617;</a></span></li>
<li id='fn-2135-40'>Id. <span class='footnotereverse'><a href='#fnref-2135-40'>&#8617;</a></span></li>
<li id='fn-2135-41'>Id at 461. <span class='footnotereverse'><a href='#fnref-2135-41'>&#8617;</a></span></li>
<li id='fn-2135-42'>Marianne Bertrand and Sendhil Mullainathan<em>, Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination</em>, 94 Am Econ Rev 991 (2004) <span class='footnotereverse'><a href='#fnref-2135-42'>&#8617;</a></span></li>
<li id='fn-2135-43'>Id at 992. <span class='footnotereverse'><a href='#fnref-2135-43'>&#8617;</a></span></li>
<li id='fn-2135-44'>Id. <span class='footnotereverse'><a href='#fnref-2135-44'>&#8617;</a></span></li>
<li id='fn-2135-45'>Note that some (or all) of this effect is not necessarily the result of invidious discrimination: employers may have been exploiting correlations between a person’s name and unobservable characteristics that influence a worker’s marginal product of labor.  On this point (and as a general criticism of audit studies), see James J. Heckman, <em>Detecting Discrimination</em>, 12 J Econ Persp 101, 107–11 (Spring 1998). However, the study at least suggests the possibility that employment discrimination endures in modern labor markets. It also demonstrates once again the difficulty of distinguishing between intentional and unintentional passive discrimination.<strong></strong> <span class='footnotereverse'><a href='#fnref-2135-45'>&#8617;</a></span></li>
<li id='fn-2135-46'>Epstein, <em>Protect Us, Lord, from Title VII</em> (cited in note 3). <span class='footnotereverse'><a href='#fnref-2135-46'>&#8617;</a></span></li>
</ol>
</div>
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		<title>Constraining Public Employee Speech: Government&#8217;s Control of Its Workers’ Speech to Protect Its Own Expression</title>
		<link>http://legalworkshop.org/2009/10/19/1689</link>
		<comments>http://legalworkshop.org/2009/10/19/1689#comments</comments>
		<pubDate>Mon, 19 Oct 2009 08:01:45 +0000</pubDate>
		<dc:creator>Helen Norton</dc:creator>
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		<category><![CDATA[Transparent Government]]></category>

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		<description><![CDATA[Government increasingly claims the power to control its employees&#8217; expression to protect its own speech, a trend that imperils the public&#8217;s interest in transparent government as well as the free speech rights of more than twenty million government workers. In the past, courts interpreted the First Amendment to permit governmental&#8230; <a class="readmore" href="http://legalworkshop.org/2009/10/19/1689" title="Read More">Read More <span>&#187;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Government increasingly claims the power to control its employees&#8217; expression to protect its own speech, a trend that imperils the public&#8217;s interest in transparent government as well as the free speech rights of more than twenty million government workers. In the past, courts interpreted the First Amendment to permit governmental discipline of public employee speech on matters of public interest only when the speech undermined the government employer&#8217;s interest in efficiently providing public services. In contrast, courts now increasingly defer to governmental claims to control its employees&#8217; expression, concluding that workers&#8217; on-duty speech should be considered the government&#8217;s own expression and that employees&#8217; off-duty speech unacceptably undermines the government&#8217;s ability to communicate its own views. Taken together, these trends signal a key doctrinal shift that leads to the rejection of public employees&#8217; free speech claims in a growing range of cases, threatening key First Amendment values.</p>
<p>To be sure, the government and the public share a substantial interest in the government&#8217;s own speech. Government speech valuably furthers citizens&#8217; capacity to participate in democratic self-governance by enabling them to identify and assess their government&#8217;s priorities and performance. Consider, for example, the insights into government policymaking provided to the public during the Vietnam War by the Pentagon Papers and, more recently, by the Department of Justice&#8217;s legal memoranda outlining the Bush administration&#8217;s views on the scope of executive power in the war on terrorism. Government expression thus carries great instrumental value because of what it offers its audience: information that furthers the public&#8217;s ability to evaluate its government.</p>
<p>Because government speech is so important to a thriving democracy, the constitutional standards for evaluating government&#8217;s control of its own speech differ dramatically from those that apply to government regulation of private expression. On one hand, government cannot discriminate on the basis of viewpoint when regulating private speech unless its action satisfies strict scrutiny. On the other, government&#8217;s own expression is exempt from free speech clause scrutiny, leaving the government generally free to adopt and deliver whatever message it chooses when it speaks on its own behalf. Those unhappy with their government&#8217;s expressive choices can seek recourse through political accountability measures like lobbying or voting, rather than through First Amendment litigation.</p>
<p>Focusing on the purposes underlying the government speech doctrine, however, reveals that courts too often permit government to claim control over employee speech that does not actually undermine its own expression. Courts&#8217; deference in this area effectively works as a bludgeon against public employee speech when a scalpel offers a better tool for parsing government&#8217;s legitimate expressive interests. More careful attention to what it is that government actually seeks to express can help accommodate those interests while providing greater protection for workers&#8217; own free speech rights and the public&#8217;s interest in transparent government.</p>
<h4 style="text-align: center;"><strong><span style="color: #000000;"><br />
I.<br />
Matching First Amendment Doctrine to Government&#8217;s Expressive Interest in Its Workers&#8217; On-Duty Speech</span></strong></h4>
<p>Once one recognizes the value of government speech that facilitates citizens&#8217; ability to evaluate their government and its priorities, one should understand the First Amendment to permit government to claim and control only the speech of those public employees that it has specifically hired to deliver a particular government viewpoint. This is the case, for example, when a health department hires an employee to implement an antismoking campaign, when a school board hires an antivoucher lobbyist, or when a mayor commissions a muralist to create patriotic art. These are examples of government speech that expose the government&#8217;s expressive choices, thus enabling the public to take any accountability measures they desire. And because that speech is valuable to the public, the First Amendment should permit government to protect that viewpoint from being garbled—for example, by disciplining an employee who was hired to deliver the government&#8217;s views but who nevertheless speaks in a way that undermines that message.</p>
<p>This approach, however, describes a much smaller slice of public employee speech than does the test recently established by the Supreme Court in <em>Garcetti v. Ceballos</em>. <em>Garcetti</em> involved a First Amendment challenge by a prosecutor disciplined for his internal memorandum criticizing a police department affidavit as including serious misrepresentations. The Court held that the First Amendment does not protect public employees&#8217; speech made &#8220;pursuant to their official duties,&#8221; concluding that a government employer should remain free to &#8220;exercise . . . employer control over what the employer itself has commissioned or created.&#8221; The Court thus created a bright-line rule that treats public employees&#8217; speech delivered pursuant to their official duties as the government&#8217;s own speech for which it paid—in other words, speech that the government may control free from First Amendment scrutiny.</p>
<p>The Court&#8217;s decision characterizes any speech pursuant to a public employee&#8217;s official duties as the government&#8217;s own speech. This distorted understanding of government speech overstates government&#8217;s communicative claims to its employees&#8217; on-duty speech while undermining the public interest in speech that facilitates voters&#8217; ability to evaluate their government. To be sure, the public&#8217;s interest in what the prosecutor in <em>Garcetti</em> had to say did not diminish because he uttered certain views pursuant to his official duties. Indeed, public entities frequently hire workers not to deliver a particular government message but to flag dangerous or illegal conditions—yet <em>Garcetti</em> empowers the government to punish them for delivering just &#8220;what the employer itself has commissioned.&#8221; Lower courts now routinely apply <em>Garcetti</em> to dispose of First Amendment claims of police officers, teachers, health care workers, and other public employees punished for making accurate, on-the-job reports of safety hazards, ethical improprieties, and illegal behavior. In short, rather than identifying a theoretically principled approach for capturing the value created by empowering government to control its own speech, <em>Garcetti</em> instead formalistically imposed a bright-line rule that avoids the often-challenging but entirely commonplace task of balancing constitutional interests.</p>
<h4 style="text-align: center;"><strong><span style="color: #000000;"><br />
II.<br />
Matching First Amendment Doctrine to Government&#8217;s Expressive Interest in Its Workers&#8217; Off-Duty Speech</span></strong></h4>
<p>Courts also increasingly consider government employees to be speaking as employees even when away from work. Examples include firefighters discharged for participating in a holiday parade that featured mocking racist stereotypes, a university vice president disciplined for writing a newspaper column questioning gay rights, and police officers fired for their involvement with sexually explicit websites. In these cases, the government argued neither that the off-duty speech occurred pursuant to the plaintiff&#8217;s official duties and is thus unprotected under <em>Garcetti</em> nor that the off-duty speech harmed that employee&#8217;s own job performance. Instead, courts increasingly defer to government&#8217;s assertion that its association with employees who engage in certain off-duty expression undermines its ability to communicate its own views.</p>
<p>To be sure, government&#8217;s expressive interests in at least some of these cases are substantial—such as police departments&#8217; interest in credibly communicating their commitment to evenhanded law enforcement regardless of race. Yet courts&#8217; unconstrained deference to these contentions would permit government agencies to fire workers for any off-duty speech to which the public might object. Indeed, absent any limiting principles, certain individuals may be unemployable for many government jobs purely because of their unpopular or controversial off-duty expression—for example, marching in a gay pride parade or blogging for or against abortion rights or immigration reform. Although there may well be times when government should be permitted to control the off-duty speech of its workers, such as when that speech imperils its own expression, attention to First Amendment values suggests that these circumstances should be rare and well examined. Less deferential approaches that identify with greater precision those threats to government&#8217;s expressive interests that are sufficiently strong to justify controlling public employees&#8217; off-duty speech are preferable.</p>
<p>A categorical approach would permit the government to claim as its own—and thus control exempt from free speech clause scrutiny—only the speech of those government workers who serve as the voice or the face of the government such that even their off-duty speech cannot be dissociated from that of their employer. This test treats workers in certain positions as so identified with the government that they can never escape their governmental role to speak purely as private citizens even when technically off the job. To be sure, this is—or should be—a relatively small number of government jobs. Examples might include the off-duty speech of employees in certain political positions who are hired to represent the views of legislators or other officials. Law enforcement officers also likely fall into a category of &#8220;quintessential public servants&#8221; because their agencies depend so heavily on public trust and cooperation for their effectiveness.</p>
<p>The advantages and disadvantages of this approach include those of any bright-line rule. On one hand, it is relatively predictable and easy to apply, and thus communicates clear expectations to employers and employees alike. For example, law enforcement agencies could simply control the off-duty speech of police officers across the board; police officers would then know to adjust their expression accordingly. The off-duty speech of employees who do not fall in the category of inescapably public servants, in contrast, would remain protected.</p>
<p>On the other hand, the predictability and comparative administrative ease offered by a bright-line approach must be weighed against its rigidity:  we must have confidence that we have identified the right categories of employees to be treated as unable to escape their roles as government employees for First Amendment purposes. A categorical rule, moreover, gives employers a great deal of control over the employees who fall within that category—control that may be unwise and unfair. Indeed, under this rule, often-underpaid police officers would face greater speech restrictions than other public employees.</p>
<p>Another possibility is a more flexible contextual approach that recognizes that employees&#8217; off-duty speech occurs in a wide range of situations that vary in their capacity to threaten government&#8217;s expressive interests. Rather than assuming that the off-duty speech of employees in certain jobs—but only in those jobs—necessarily undermines government&#8217;s own expression, a contextual standard would instead require the government to prove such a threat on a case-by-case basis.</p>
<p>Among the strongest factors to be considered in this inquiry should be a government worker&#8217;s deliberate choice to link employment to off-duty speech, thus leading the public to make this association as well. This was the case, for example, in <em>San Diego v. Roe</em>, a recent Supreme Court case in which a police officer was fired for his sexually explicit website that included a video of himself stripping off a police uniform and masturbating. Government&#8217;s fears that the public will associate the worker&#8217;s off-duty expression with the government are especially reasonable in these cases because the employee has made that association explicit. An employee&#8217;s off-duty speech that does not explicitly refer to a government employer, in contrast, would be less likely to undermine the government&#8217;s expressive interests.</p>
<p>Observers may similarly be less likely to attribute the speech of employees whose positions do not require policymaking or extensive public interaction to the agency that employs them. Government&#8217;s showing would be considerably stronger—although perhaps not dispositive—when the plaintiff is in a leadership position or a position that requires significant public trust and interaction such that the public may reasonably believe that the employee represents the government&#8217;s views. Also relevant to this inquiry is the content of the contested speech and whether it conflicts with the government&#8217;s transparently claimed views. Attention to these factors recognizes that certain combinations of an employee&#8217;s position and her expression&#8217;s content pose greater expressive threats to government than others. A police department seeking to communicate that &#8220;We enforce the law without regard to race&#8221; may be considerably less believable when it employs officers who march in Klan parades. But not all controversial messages delivered by off-duty officers pose that sort of threat to the agency&#8217;s own transparently articulated views. Applying this principle, for example, a court might well permit a police department to punish an officer&#8217;s off-duty participation in a Klan parade but not in a Martin Luther King, Jr. Day celebration (or a peace rally or gay pride parade) because of the different threats this speech poses to the government&#8217;s communication of its own views.</p>
<p>But drawing these distinctions requires that one be particularly confident of government&#8217;s and courts&#8217; ability to sort the damaging effects of speech by content—an inquiry that can be difficult and uncomfortable. The flexibility of a multifactor contextual standard inevitably invites charges that it is too difficult to apply and will generate unacceptably unpredictable results.</p>
<p>For an illustration of how the choice between a categorical and contextual approach may lead to different outcomes, consider the differing opinions in <em>Pappas v. Giuliani</em>. There, the plaintiff police officer brought a First Amendment challenge to his discharge for mailing anonymous racist materials to nonprofit organizations that had sent him fundraising solicitations. The Second Circuit majority essentially adopted what I have called a categorical approach, characterizing the police officer&#8217;s speech as inevitably associated with the views of his department, regardless of context:</p>
<blockquote><p>For a New York City police officer to disseminate leaflets that trumpet bigoted messages expressing hostility to Jews, ridiculing African Americans and attributing to them a criminal disposition to rape, robbery, and murder, tends to promote the view among New York&#8217;s citizenry that those are the opinions of New York&#8217;s police officers. The capacity of such statements to damage the effectiveness of the police department in the community is immense.</p></blockquote>
<p>Then-Judge Sotomayor&#8217;s dissent, in contrast, focused on the specific factual context of the officer&#8217;s speech, noting that his job at a computer station involved neither policymaking nor public contact, that his speech made no reference to his employment in law enforcement, and indeed that his speech was intended to be private and anonymous. Under those circumstances, she found no legitimate threat to the department&#8217;s public image or to its credibility in communicating a commitment to racial evenhandedness.</p>
<p>Although there may be no completely satisfying solution, I find both the categorical approach and the flexible contextual approach to be preferable to the status quo, which is far too deferential to government&#8217;s claimed expressive interests. On balance, the contextual approach better comports with my sense that the threat posed to government&#8217;s expressive interests varies significantly with the context of an employee&#8217;s off-duty speech even within certain categories of employees closely identified with their governmental roles. To be sure, a contextual approach still makes for hard cases. But one of my hopes is that courts will understand these as hard cases, rather than creating bright-line rules that obviate the need to engage in the challenging task of attending to multiple, and sometimes competing, interests. By paying more careful attention to whether public employees&#8217; speech actually threatens the government&#8217;s legitimate expressive interests, those interests may be accommodated while providing greater protection to the public&#8217;s interest in transparent government and government workers&#8217; free speech rights.<a href="http://legalworkshop.org/wp-content/uploads/2009/02/dingbat.png"><img class="size-full wp-image-134 alignnone" title="dingbat" src="http://legalworkshop.org/wp-content/uploads/2009/02/dingbat.png" alt="dingbat" width="11" height="11" /></a></p>
<h5 style="text-align: center;"><em><span style="color: #000000;"><span style="text-decoration: underline;">Acknowledgments:</span></span></em></h5>
<p>Copyright © 2009 Duke Law Journal.</p>
<p>Helen Norton is Associate Professor at University of Colorado School of Law.</p>
<p>This Legal Workshop Editorial is based on the following full-length Article: <a href="http://legalworkshop.org/wp-content/uploads/2009/10/duke-a20091019-norton.pdf">Helen Norton, <em>Constraining Public Employee Speech: Government&#8217;s Control of Its Workers&#8217; Speech to Protect Its Own Expression</em>, 59 DUKE L.J. 1 (2009).</a></p>
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		<title>A Formal Model of Passive Discrimination</title>
		<link>http://legalworkshop.org/2009/08/10/a-formal-model-of-passive-discrimination-a-reply-to-richard-epstein</link>
		<comments>http://legalworkshop.org/2009/08/10/a-formal-model-of-passive-discrimination-a-reply-to-richard-epstein#comments</comments>
		<pubDate>Mon, 10 Aug 2009 08:01:47 +0000</pubDate>
		<dc:creator>Jonah Gelbach</dc:creator>
				<category><![CDATA[Labor Law]]></category>
		<category><![CDATA[U. Chicago Law Review]]></category>
		<category><![CDATA[Article]]></category>
		<category><![CDATA[Title VII]]></category>
		<category><![CDATA[Workplace Discrimination]]></category>

		<guid isPermaLink="false">http://legalworkshop.org/?p=1495</guid>
		<description><![CDATA[In this Editorial, we present a basic, one-period microeconomic model in which equilibrium occurs in both perfectly competitive labor markets and goods markets.  This piece is a companion to our earlier Legal Workshop Editorial, <a href="http://legalworkshop.org/2009/06/22/passive-discrimination">Passive Discrimination</a>, which was posted on June 22, 2009. Because all hypothesized workers are equally productive,&#8230; <a class="readmore" href="http://legalworkshop.org/2009/08/10/a-formal-model-of-passive-discrimination-a-reply-to-richard-epstein" title="Read More">Read More <span>&#187;</span></a>]]></description>
			<content:encoded><![CDATA[<p>In this Editorial, we present a basic, one-period microeconomic model in which equilibrium occurs in both perfectly competitive labor markets and goods markets.  This piece is a companion to our earlier Legal Workshop Editorial, <a href="http://legalworkshop.org/2009/06/22/passive-discrimination">Passive Discrimination</a>, which was posted on June 22, 2009. Because all hypothesized workers are equally productive, and because no market power exists and no state mandate supports segregation, models like this one typically cannot sustain a deliberately segregated equilibrium. However, when workers&#8217; preferences for an amenity good are correlated with worker types, segregated equilibria are possible, and possibly even unique. Prejudiced firms can use compensation plans that combine cash wages and fringe benefits in an effort to hire only the favored types of workers.</p>
<p>We first discuss some basic background details of the model, focusing on the production technology, competitive labor and goods markets, and the (assumed) systematic differences in preferences of two worker types: Deltas and Omegas. Then we introduce the possibility of compensation plans that involve both cash wages and fringe benefits, considering first the case where firms face the same amenity price as do their workers. In such cases, a no-fringe-benefits equilibrium exists. This equilibrium is integrated. However, at least one cash-and-fringe compensation plan<sup class='footnote'><a href='#fn-1495-1' id='fnref-1495-1' title='Typically, infinitely many compensation plans exist.'>1</a></sup> allows prejudiced firms to hire only Deltas in equilibrium. The resulting equilibrium is segregated, in the sense that at least some firms may (a) deliberately avoid hiring Omegas, and (b) stay in business. Interestingly, the Omegas&#8217; utility is no lower in this equilibrium than it would be in the cash wage-only equilibrium. This result follows because of the competitive nature of the labor market, which ensures that other firms will hire Omegas and pay them their marginal product.<sup class='footnote'><a href='#fn-1495-2' id='fnref-1495-2' title='If participating in an economy with a segregated workforce itself bothers these workers, then their overall welfare will be reduced in any segregated equilibrium. Where this fact is relevant, we will note it below. However, the equilibria themselves do not depend on the existence of such a phenomenon.'>2</a></sup> If discrimination is regarded as socially or individually harmful in ways that do not show up in consumption-based utility, then Omegas may still be worse off in a segregated equilibrium.</p>
<p>We also consider the case where firms have a price advantage in purchasing amenities, perhaps because of economies of scale. In this case, no integrated equilibrium exists. Any equilibrium necessarily involves cash-and-fringe compensation plans used to pay Deltas and a cash-only plan used to pay Omegas. Banning fringe benefits would (a) eliminate segregation, (b) reduce Deltas&#8217; utility compared to the segregated equilibrium, and (c) have no impact on the Omegas&#8217; utility compared to the segregated equilibrium. We note that this condition for equilibrium would hold even when employers harbor no animus toward Omegas. If discrimination is regarded as socially or individually harmful in ways that do not show up in consumption-based utility, then Omegas&#8217; welfare may be improved by a policy of banning fringe benefits.</p>
<h4 style="text-align: center;"><strong><span style="color: #000000;"> &nbsp;<br />
I.<br />
Model Details</strong></span></h4>
<p>Suppose two types of workers, Deltas and Omegas, exist. Every member of each group is identical to all other members of that group in terms of tastes. Preferences of Deltas and Omegas are given by <strong></strong></p>
<p>(1) U<sub>Δ </sub>= x<sup>α </sup>b<sup>1-α</sup> &#8211; c × W                                                     </p>
<p>(2) U<sub>Ω</sub> = x &#8211; c × W</p>
<p>where <em>x</em> is the number of units of a generic consumption good a person consumes, <em>b</em> is the number of units of an amenity good (mnemonically, think of this good as &#8220;beer&#8221;), <em>c</em> is the disutility of working, <em>W</em> equals one if the person works for pay and zero otherwise, and <em>α</em> is a preference parameter for Deltas and lies between zero and one.<sup class='footnote'><a href='#fn-1495-3' id='fnref-1495-3' title='The function f(x, b)  (x^α)(b^(1 - α)) is an example of a type of preferences known as Cobb-Douglas. This is a very standard form to assume for preferences, because it leads to the result that the consumer spends the fraction α of her income on good x and the rest on good b. See Andreu Mas-Colell, Michael D. Whinston, and Jerry R. Green, Microeconomic Theory 55 (Oxford 1995). Nothing important about our results hinges on assuming this type of preferences; we do so for expositional ease.'>3</a></sup></p>
<p>            We assume that all jobs in the economy involve the same type of labor, all workers have one unit of labor to offer, and all workers are equally productive. Firms can hire as many workers as they like. If hired by a firm, each worker can produce <em>Q</em> units of the generic good with her one unit of labor. We normalize the price of a unit of the generic consumption good to be one,<sup class='footnote'><a href='#fn-1495-4' id='fnref-1495-4' title='In an equilibrium model like this one, generality is not lost in making such a normalization because only relative prices matter. As a result, we simply choose to measure the currency in convenient units.'>4</a></sup> and we assume that the price of the amenity good is fixed at level <em>p<sub>b</sub></em>.</p>
<h5><em><span style="color: #000000;">&nbsp;<br />
<span style="text-decoration: underline;">A.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Optimal Consumption and Labor Supply Decisions</span></span></em></h5>
<p>Let <em>Y<sub>Δ</sub></em> be the income a Delta worker receives if she works; assuming for simplicity that she has zero income otherwise, her income equals <em>W</em> × <em>Y<sub>Δ</sub></em>. Her utility-maximizing choice of consumption in terms of <em>x</em> and <em>b</em> will then be given by whatever choice of (<em>x</em>, <em>b</em>) maximizes <em>U<sub>Δ</sub></em> subject to the constraint that</p>
<p>(3) x + p<sub>b </sub>× b = W × Y<sub>Δ</sub></p>
<p>Equation (3) is known as the budget constraint. Each unit of <em>x</em> costs one unit of income, and each unit of <em>b</em> costs <em>p<sub>b</sub></em>, so altogether the Delta&#8217;s total expenditure is <em>x</em> plus <em>p<sub>b</sub></em> × <em>b</em>. In our static, one-period model, individuals lack a reason to save any income, and thus people will want to spend all their income. Similarly, individuals lack an opportunity to borrow, so people&#8217;s spending will be limited to their income.</p>
<p>The form of preferences we have assumed for Deltas implies that their optimal consumption choice is to spend the fraction <em>α</em> of income on the generic consumption good and the remainder on the amenity. Thus, optimal consumption levels for a Delta are given by</p>
<p>(4) x* = α × Y<sub>Δ</sub>     and      b* = (1 &#8211; α) × Y<sub>Δ</sub> / p<sub>b</sub></p>
<p>if she works for pay, and zero otherwise.<sup class='footnote'><a href='#fn-1495-5' id='fnref-1495-5' title='To see why equation (4) holds, first consider optimal consumption on the generic good. The Delta spends the fraction α of her income Y{Δ} on this good, and each unit of x costs one dollar, since the price of x is one by assumption. Thus she will buy α × Y{Δ} units of this good. She will spend the remainder of her income, (1 - α) × Y{Δ}, on the amenity good. Its price is p{b}, so we must have p{b} × b*  (1 - α) × Y{Δ}, and dividing by p{b} yields the expression in the text.'>5</a></sup> If the Delta works, then her utility will be</p>
<p>(5) U<sub>Δ,work </sub>= [α<sup>α</sup>(1 - α)<sup>1-α</sup>p<sub>b</sub><sup>α-1</sup>] × Y<sub>Δ</sub> &#8211; c</p>
<p>(6) = v<sub>α</sub>(p<sub>b</sub>) × Y<sub>Δ </sub>- c</p>
<p>where the first term on the right hand side of (5) is the result of plugging in the optimal consumption levels in (4) to the utility function in (1). The function <em>v<sub>α</sub></em>(<em>p<sub>b</sub></em>) collects the part of <em>U<sub>Δ,work</sub></em> that varies with the preference parameter and the amenity price. The important thing to notice is that this function, and thus the highest possible value of utility, <em>U<sub>Δ,work</sub></em>, is a decreasing function of the amenity price.</p>
<p>The above assumptions imply that if a Delta forgoes work, then her utility will be zero.<sup class='footnote'><a href='#fn-1495-6' id='fnref-1495-6' title='This is another normalization: it does not affect any result but simply involves choosing a convenient basis for measurement.'>6</a></sup> Thus, she will work for pay if and only if the right-hand side of (6) is non-negative. In other words, inducing Deltas to work requires that firms pay them at least enough income, <em>Y<sub>Δ</sub></em>, to allow them to realize <em>c</em> units of consumption utility.</p>
<p>Next, consider the simpler case of Omegas. Let <em>Y<sub>Ω</sub></em> be an Omega&#8217;s income if she works for pay, and again assume zero income for nonworkers. Omegas have very simple consumption plans based on (2): they consume all their income by purchasing the generic good and spend nothing on the amenity good. Since each unit of the generic good costs one unit of income, this means that Omegas will consume <em>Y<sub>Ω</sub></em> units of the generic good. Utility for working Omegas is thus</p>
<p>(7) U<sub>Ω,work </sub>= Y<sub>Ω</sub> &#8211; c</p>
<p>As with Deltas, Omegas will work if and only if this utility level is at least zero, since that is their utility if they do not work. Thus, an Omega worker will be willing to work if and only if she is paid at least <em>Y<sub>Ω</sub></em>. We assume that each worker&#8217;s productivity, <em>Q</em>, is greater than the maximum of (<em>Y<sub>Ω</sub> &#8211; c</em>) and (<em>v<sub>α</sub>(p<sub>b</sub>)× Y<sub>Δ</sub> &#8211; c</em>). This assumption ensures that the labor market equilibria described below exist.</p>
<h5><em><span style="color: #000000;">&nbsp;<br />
<span style="text-decoration: underline;">B.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Labor Market Equilibrium with Fringe Benefits</span></span></em></h5>
<p>We allow for firms to pay both fringe benefits and cash wages. Firms will provide compensation by giving fringe-receiving workers some number of units of the amenity good. We assume that workers cannot resell these fringe benefits.<sup class='footnote'><a href='#fn-1495-7' id='fnref-1495-7' title='This assumption is stronger than necessary. We just need the cost of resale to be sufficiently positive (in other words, transactions costs are nonzero).'>7</a></sup> Since Omegas place no value on the amenity good, intuition suggests that employers should be able to design a combination of wages and amenities compensation that will (a) attract Deltas, and (b) repel Omegas. This intuition is correct, as we now show.</p>
<p style="padding-left: 30px;"><em><span style="color: #000000;"><br />
1.&nbsp;&nbsp;&nbsp;Firms Face Amenity Price <em>p<sub>b</sub></em></span></em></p>
<p>Consider a firm that wishes to hire only Deltas. Suppose this firm offers a cash-wage amount, <em>Y<sub>f</sub></em>, less than the labor disutility, <em>c</em>, together with some positive number, <em>b<sub>f</sub></em>, of units of the amenity good. We refer to this compensation plan as <em>F</em> = (<em>Y<sub>f</sub></em>, <em>b<sub>f</sub></em>). Omegas place no value on the amenity goods, and we have assumed away the possibility of resale. Therefore, the value of this compensation to an Omega is simply the <em>Y<sub>f</sub></em> units of the generic good that the Omega can purchase with the cash wage. Since <em>Y<sub>f</sub></em>  &lt; <em>c</em> by assumption, an Omega would rather have zero income than work for this compensation plan.</p>
<p>Will compensation plan <em>F</em> attract Deltas? Suppose that <em>b<sub>f</sub></em><sub>  </sub>= <em>b*</em> from equation (4). This will cost the firm <em>p<sub>b</sub></em><sub> </sub>× <em>b*</em> = (1 &#8211; <em>α</em>) × <em>Q</em>. Suppose the firm combines this fringe-benefit level with the cash wage <em>Y<sub>f</sub></em> = <em>α</em> × <em>Q</em>. This compensation plan costs the firm exactly <em>Q</em> dollars, which is the break-even worker cost that allows firms to produce in competitive equilibrium as explained above. Thus, this compensation plan is feasible from the firm&#8217;s point of view. The compensation plan also allows a Delta to attain exactly the consumption bundle she would have chosen for herself had she been paid <em>Q</em> dollars in cash and nothing in fringe benefits. Since we assumed previously that <em>α</em> and the amenity price <em>p<sub>b</sub></em> were such that Deltas would choose to work when offered the wage <em>Q</em>, they will also choose to work when offered the compensation plan <em>F</em> just described.</p>
<p>We conclude that there exists a segregated equilibrium in which some firms—those that screen out Omegas, which we call screening firms—offer compensation plan <em>F</em> only, and other firms offer a cash wage of <em>Q</em> together with no fringe benefits. In this equilibrium: (a) only Deltas work for the screening firms, (b) Omegas work only for cash-only firms, and (c) some Deltas may work for cash-only firms.<sup class='footnote'><a href='#fn-1495-8' id='fnref-1495-8' title='For simplicity, we assume that neither type of worker is unemployed in equilibrium; free entry by firms is sufficient for this result. In addition, and also for simplicity, we assume (a) that there are fewer prejudiced firms than there are Deltas, or (b) that prejudiced firm owners would prefer to operate with an Omega than to go out of business. Assumption (a) ensures that in segregated equilibria, all prejudiced employers hire only Deltas. Assumption (b) ensures that Omegas will be employed in a segregated equilibrium even if Deltas are rationed in such an equilibrium. It would be straightforward to derive assumption (a) as a result of a slightly more general model that required capital for production, with capital having positive opportunity cost. In such a model, prejudiced employers who are unable to hire Deltas would exit the industry, choosing to do something else with their costly capital. Since the return on capital in this industry would rise, other nonprejudiced capital owners would then enter, and these employers would be willing to hire Omegas. This entry would continue until the industry had no more unemployed Omegas, at which point we would have an equilibrium like the one described in the text. These sorts of assumptions and arguments are conventional in the study of how perfect competition interacts with employers' taste-based preferences over worker types.'>8</a></sup> In fact, when Deltas strictly prefer to work when offered a no-fringe wage of <em>Q</em>, firms can design a variety of compensation plans that generate segregated equilibria with fringe benefits.<sup class='footnote'><a href='#fn-1495-9' id='fnref-1495-9' title='In each of these equilibria, screening firms offer a fringe level b{f} that is more than zero and not more than b*, with the cash wage then equaling Q minus p{b} × b{f}.'>9</a></sup> It can be shown that all equilibria require that the cost of a screening firm&#8217;s compensation plan equal <em>Q</em>. Any firm that pays less than that will face competition for its workers, as before. Finally, we note when no prejudiced firm owners exist, both the segregated and the integrated equilibria described above continue to exist, with firm owners being indifferent between them. We have thus shown that when firms face the same amenity price as consumers, they can design a compensation plan that both repels Omegas and attracts Deltas and allows the firm to stay in business in competitive equilibrium.</p>
<p style="padding-left: 30px;"><em><span style="color: #000000;"><br />
2.&nbsp;&nbsp;&nbsp;Firms Face Amenity Price <em>p<sub>bf</sub> &lt; p<sub>b</sub></em></span></em></p>
<p>Next, we consider the case when firms have a price advantage relative to consumers in purchasing the amenity, so that the per-unit price for the amenity that firms must pay is <em>p<sub>bf</sub></em>  &lt; <em>p<sub>b</sub></em>. An example is group purchase of insurance plans, but many other examples exist. In equilibrium, this price advantage means that Deltas must always be paid a compensation plan that involves fringe benefits. The reason is simple: any firm that pays a Delta only in cash is providing less than the maximum possible utility<strong> </strong>that can be provided at that cost. Another firm could come along and offer to pay the Delta slightly less in cash together with some fringe benefits. Because firms acquire the fringe benefits more cheaply than Deltas, the second firm could provide greater utility to the Delta than the first, while paying less to do so. The Delta would switch jobs and the second firm would earn a greater profit than the first. Thus no competitive equilibrium exists in which any Delta is paid only in cash.</p>
<p>In fact, firms&#8217; advantage in purchasing the amenity means that Deltas will want their employers to purchase all units of the amenity that the Deltas consume. As in the models above, equilibrium requires that firms pay <em>Q</em> for each worker, whether Delta or Omega; if a firm paid less than that, our familiar compensation-competition story would apply. Thus, Deltas will be paid a cash-and-fringe compensation plan that costs <em>Q</em> dollars, while Omegas will once again be paid <em>Q</em> dollars in cash. To find the utility level for Deltas in equilibrium, we need only act as if the Deltas themselves faced the firms&#8217; amenity price, <em>p<sub>bf</sub></em>, rather than the higher price of <em>p<sub>b</sub></em>. Thus, we simply plug <em>p<sub>bf</sub></em> into equation (6) above, yielding</p>
<p>(8) U<sub>Δ,f</sub> = v<sub>α</sub>(p<sub>bf</sub>) × Q<sub></sub> &#8211; c</p>
<p>Now, it is easy to show that when <em>p<sub>bf</sub></em>  &lt; <em>p<sub>b</sub></em>, it must be true that</p>
<p>(9) v<sub>α</sub>(p<sub>bf</sub>) &gt; v<sub>α</sub>(p<sub>b</sub>)</p>
<p>and this implies that</p>
<p>(10) U<sub>Δ,f</sub> &gt; U<sub>Δ,cash only</sub> = v<sub>α</sub>(p<sub>b</sub>) × Q &#8211; c</p>
<p>We have thus shown that when firms have an amenity-price advantage relative to consumers, Deltas&#8217; utility is strictly greater in the with-fringe equilibrium than it would be if fringe benefits were banned. This equilibrium, which is unique under the argument above, is segregated. However, since Omegas continue to receive cash compensation in the amount of <em>Q</em> dollars, their equilibrium utility is unaffected by the existence of fringe compensation: banning fringe compensation plans would not increase Omegas&#8217; utility. A fringe ban in the presence of an amenity-price advantage on the part of firms would simply cause deadweight loss by forcing Deltas to purchase amenities at an unnecessarily high price, while giving nothing extra to Omegas. Notice that if firms must provide only one compensation plan, workers will be segregated in equilibrium even if no employers harbor animus toward Omegas: the fact that employers have a cost advantage in providing the amenity, while worker type is perfectly correlated with amenity preference, ensures full separation of workers. If firms can offer compensation menus, however, then unprejudiced employers can avoid segregation by offering workers their choice of plan <em>F</em> or all-cash compensation of <em>Q</em> dollars.</p>
<h4 style="text-align: center;"><strong><span style="color: #000000;"> &nbsp;<br />
II.<br />
Conclusion and Extensions</strong></span></h4>
<p>When firms possess no cost advantages for amenities, multiple equilibria exist, including a nonsegregated one in which employers pay every worker in wages only. When firms possess an amenity cost advantage and cannot offer workers a choice between compensation plans, a unique equilibrium exists, and it is segregated. Interestingly, Omegas are just as well-off economically; they would not benefit economically from eliminating fringe-induced segregation. However, Deltas are strictly better off in the segregated equilibrium than in the no-fringe equilibrium when firms have a cost advantage. Hence, banning segregation-inducing fringe compensation would (a) eliminate segregation, (b) not improve the economic welfare of Omegas, and (c) economically harm Deltas.</p>
<p>Some firms may possess market power in either the labor or product markets, which would allow economically harmful discrimination to persist. Fringe-generated segregation might be especially troublesome in such market-power cases because employers could use it to skirt easily monitored disparate-treatment proscriptions. Banning fringe benefits would still harm Deltas if firms have an amenity-price advantage, though with market power, such a ban could also help Omegas. Fringe-based discrimination could be prevented in this model without harming Deltas by mandating that firms offering fringe benefits also offer a cash-only compensation plan whose wage/salary equals the cost to the firm of the cash-and-fringe compensation plan.<sup class='footnote'><a href='#fn-1495-10' id='fnref-1495-10' title='It is important to note that the proper mandate would involve the cost of the cash-and-fringe compensation plan to the firm, not its value to Deltas. Mandating the latter would have the effect of raising the cost of employing Omegas relative to Deltas, even though each type of worker is equally productive.'>10</a></sup></p>
<p>It is, of course, also possible that segregation is undesirable in its own right because stereotypes break down in integrated workplaces, because individuals incur psychic costs in experiencing discrimination even if they voluntarily sort themselves into segregated workplaces, or because the individuals that do not sort themselves out may incur psychic costs in a segregated workplace.<sup class='footnote'><a href='#fn-1495-11' id='fnref-1495-11' title='See Devah Pager and Hana Shepherd, The Sociology of Discrimination: Racial Discrimination in Employment, Housing, Credit, and Consumer Markets, 34 Annual Rev Sociology 181, 183 (2008) (discussing costs such as depression, anxiety, and other negative health outcomes, as well as diminished effort or performance in the workplace).'>11</a></sup>  In such situations, reducing the net pecuniary compensation received by Deltas might be worthwhile in order to bring about an integrated economy. Dealing with either of these extensions would markedly change the welfare implications of the segregated result, and we do not mean to discount the relevance of either case. However, in terms of consumption utility, segregation induced by fringe compensation does not harm the group that is &#8220;segregated against,&#8221; given perfect competition.<a href="http://legalworkshop.org/wp-content/uploads/2009/02/dingbat.png"><img class="alignnone size-full wp-image-134" title="dingbat" src="http://legalworkshop.org/wp-content/uploads/2009/02/dingbat.png" alt="dingbat" width="11" height="11" /></a></p>
<p>&nbsp;</p>
<h5 style="text-align: center;"><em><span style="color: #000000;"><span style="text-decoration: underline;">Acknowledgments:</span></span></em></h5>
<p>Copyright © 2009 University of Chicago Law Review.</p>
<p>Jonah Gelbach is Associate Professor of Economics at University of Arizona.<br />
Jonathan Klick is Professor of Law at University of Pennsylvania Law School.<br />
Lesley Wexler is Assistant Professor of Law at Florida State University College of Law.</p>
<p>This Editorial is a companion to the following previous Legal Workshop Editorial:  <a href="http://legalworkshop.org/2009/06/22/passive-discrimination">Jonah Gelbach, Jonathan Klick &#038; Lesley Wexler, <em>Passive Discrimination</em>, LEGAL WORKSHOP (U. CHI. L. REV. June 22, 2009).</a></p>
<p>The following is a Response by Richard Epstein to this series of Editorials:  <a href="http://legalworkshop.org/2009/06/22/protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler">Richard A. Epstein, <em>Protect Us, Lord, from Title VII: A Response to Gelbach, Klick, and Wexler</em>, LEGAL WORKSHOP (U. CHI. L. REV., June 22, 2009).</a>
<div class='footnotes'>
<ol>
<li id='fn-1495-1'>Typically, infinitely many compensation plans exist. <span class='footnotereverse'><a href='#fnref-1495-1'>&#8617;</a></span></li>
<li id='fn-1495-2'>If participating in an economy with a segregated workforce itself bothers these workers, then their overall welfare will be reduced in any segregated equilibrium. Where this fact is relevant, we will note it below. However, the equilibria themselves do not depend on the existence of such a phenomenon. <span class='footnotereverse'><a href='#fnref-1495-2'>&#8617;</a></span></li>
<li id='fn-1495-3'>The function <em>f</em>(<em>x</em>, <em>b</em>) = <em>(x^α)(b^(1 &#8211; α))</em> is an example of a type of preferences known as Cobb-Douglas. This is a very standard form to assume for preferences, because it leads to the result that the consumer spends the fraction <em>α</em> of her income on good <em>x</em> and the rest on good <em>b</em>. See Andreu Mas-Colell, Michael D. Whinston, and Jerry R. Green, <em>Microeconomic Theory</em> 55 (Oxford 1995). Nothing important about our results hinges on assuming this type of preferences; we do so for expositional ease. <span class='footnotereverse'><a href='#fnref-1495-3'>&#8617;</a></span></li>
<li id='fn-1495-4'>In an equilibrium model like this one, generality is not lost in making such a normalization because only relative prices matter. As a result, we simply choose to measure the currency in convenient units. <span class='footnotereverse'><a href='#fnref-1495-4'>&#8617;</a></span></li>
<li id='fn-1495-5'>To see why equation (4) holds, first consider optimal consumption on the generic good. The Delta spends the fraction <em>α</em> of her income <em>Y{Δ}</em> on this good, and each unit of <em>x</em> costs one dollar, since the price of <em>x</em> is one by assumption. Thus she will buy <em>α</em> × <em>Y{Δ}</em> units of this good. She will spend the remainder of her income, (1 &#8211; <em>α</em>) × <em>Y{Δ}</em>, on the amenity good. Its price is <em>p{b}</em>, so we must have <em>p{b}</em> × <em>b*</em> = (1 &#8211; <em>α</em>) × <em>Y{Δ}</em>, and dividing by <em>p{b}</em> yields the expression in the text. <span class='footnotereverse'><a href='#fnref-1495-5'>&#8617;</a></span></li>
<li id='fn-1495-6'>This is another normalization: it does not affect any result but simply involves choosing a convenient basis for measurement. <span class='footnotereverse'><a href='#fnref-1495-6'>&#8617;</a></span></li>
<li id='fn-1495-7'>This assumption is stronger than necessary. We just need the cost of resale to be sufficiently positive (in other words, transactions costs are nonzero). <span class='footnotereverse'><a href='#fnref-1495-7'>&#8617;</a></span></li>
<li id='fn-1495-8'>For simplicity, we assume that neither type of worker is unemployed in equilibrium; free entry by firms is sufficient for this result. In addition, and also for simplicity, we assume (a) that there are fewer prejudiced firms than there are Deltas, or (b) that prejudiced firm owners would prefer to operate with an Omega than to go out of business. Assumption (a) ensures that in segregated equilibria, all prejudiced employers hire only Deltas. Assumption (b) ensures that Omegas will be employed in a segregated equilibrium even if Deltas are rationed in such an equilibrium. It would be straightforward to derive assumption (a) as a result of a slightly more general model that required capital for production, with capital having positive opportunity cost. In such a model, prejudiced employers who are unable to hire Deltas would exit the industry, choosing to do something else with their costly capital. Since the return on capital in this industry would rise, other nonprejudiced capital owners would then enter, and these employers would be willing to hire Omegas. This entry would continue until the industry had no more unemployed Omegas, at which point we would have an equilibrium like the one described in the text. These sorts of assumptions and arguments are conventional in the study of how perfect competition interacts with employers&#8217; taste-based preferences over worker types. <span class='footnotereverse'><a href='#fnref-1495-8'>&#8617;</a></span></li>
<li id='fn-1495-9'>In each of these equilibria, screening firms offer a fringe level <em>b{f}</em> that is more than zero and not more than <em>b*</em>, with the cash wage then equaling <em>Q</em> minus <em>p{b}</em> × <em>b{f}</em>. <span class='footnotereverse'><a href='#fnref-1495-9'>&#8617;</a></span></li>
<li id='fn-1495-10'>It is important to note that the proper mandate would involve the cost of the cash-and-fringe compensation plan to the firm, not its value to Deltas. Mandating the latter would have the effect of raising the cost of employing Omegas relative to Deltas, even though each type of worker is equally productive. <span class='footnotereverse'><a href='#fnref-1495-10'>&#8617;</a></span></li>
<li id='fn-1495-11'>See Devah Pager and Hana Shepherd, <em>The Sociology of Discrimination: Racial Discrimination in Employment, Housing, Credit, and Consumer Markets</em>, 34 Annual Rev Sociology 181, 183 (2008) (discussing costs such as depression, anxiety, and other negative health outcomes, as well as diminished effort or performance in the workplace). <span class='footnotereverse'><a href='#fnref-1495-11'>&#8617;</a></span></li>
</ol>
</div>
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		<title>Protect Us, Lord, from Title VII: A Response to Gelbach, Klick, and Wexler</title>
		<link>http://legalworkshop.org/2009/06/22/protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler</link>
		<comments>http://legalworkshop.org/2009/06/22/protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler#comments</comments>
		<pubDate>Mon, 22 Jun 2009 08:02:43 +0000</pubDate>
		<dc:creator>Richard A. Epstein</dc:creator>
				<category><![CDATA[Labor Law]]></category>
		<category><![CDATA[U. Chicago Law Review]]></category>
		<category><![CDATA[Essay]]></category>
		<category><![CDATA[Response]]></category>
		<category><![CDATA[Title VII]]></category>
		<category><![CDATA[Workplace Discrimination]]></category>

		<guid isPermaLink="false">http://legalworkshop.org/?p=1348</guid>
		<description><![CDATA[In their recent article, <a href="http://legalworkshop.org/2009/06/22/passive-discrimination">Passive Discrimination</a>, Jonah Gelbach, Jonathan Klick, and Lesley Wexler (hereafter &#8220;GKW&#8221;) offer yet another way to pile additional liabilities on hapless employers for race or sex discrimination under Title VII of the Civil Rights Act of 1964. Their article is ingenious because it identifies a mechanism—previously discussed&#8230; <a class="readmore" href="http://legalworkshop.org/2009/06/22/protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler" title="Read More">Read More <span>&#187;</span></a>]]></description>
			<content:encoded><![CDATA[<p>In their recent article, <a href="http://legalworkshop.org/2009/06/22/passive-discrimination"><em>Passive Discrimination</em></a>,<sup class='footnote'><a href='#fn-1348-1' id='fnref-1348-1' title='Jonah Gelbach, Jonathan Klick, and Lesley Wexler, Passive Discrimination: When Does It Make Sense to Pay Too Little?, 76 U Chi L Rev 797.'>1</a></sup> Jonah Gelbach, Jonathan Klick, and Lesley Wexler (hereafter &#8220;GKW&#8221;) offer yet another way to pile additional liabilities on hapless employers for race or sex discrimination under Title VII of the Civil Rights Act of 1964. Their article is ingenious because it identifies a mechanism—previously discussed in connection with residential sales by Lior Strahilevitz<sup class='footnote'><a href='#fn-1348-2' id='fnref-1348-2' title='See generally Lior Jacob Strahilevitz, Exclusionary Amenities in Residential Communities, 92 Va L Rev 437 (2006).'>2</a></sup>—whereby employers might seize upon the differential preferences of individuals by sex or by race to offer bundled packages of goods that would make a facially neutral offer more attractive to members of one class than to the members of some other group. The greater rate of acceptance of the offers by members of the first group thus allows the employer to alter the mix of employees by race or sex.</p>
<p>In their example of how this process works, GKW rely on economic evidence indicating African-American individuals have steeper discount rates than white individuals to suggest that any offer of a salary with a fixed pension benefit will be of more value to the white applicant than to the African-American applicant,<sup class='footnote'><a href='#fn-1348-3' id='fnref-1348-3' title='See John T. Warner and Saul Pleeter, The Personal Discount Rate: Evidence from Military Downsizing Programs, 91 Am Econ Rev 33, 37 (2001).'>3</a></sup> so that the employer can shift the distribution of his workforce in ways that advance discrimination. Armed with this knowledge, an employer could alter the racial composition of its workforce.</p>
<p>Assuming that this mechanism has its intended effect, it could work in both directions. An employer therefore could engage in race-based affirmative action under the radar screen by front-loading the employee&#8217;s wages and reducing their pensions in order to attract a higher fraction of African-American workers. I am not aware of any evidence that points to a conclusion that any affirmative action employer has ever engaged in this tactic, either deliberately or inadvertently. The usual way to run affirmative action programs is through aggressive recruitment, all of which takes place above the radar, given the one-sided application of Title VII: disparate impact theories are available for use by black applicants,<sup class='footnote'><a href='#fn-1348-4' id='fnref-1348-4' title='See, for example, Griggs v Duke Power Co, 401 US 424, 431 (1971) (marking the early expansion of the antidiscrimination doctrine to disparate treatment cases). For my criticism, see Richard A. Epstein, Forbidden Grounds: The Case Against Employment Discrimination Laws 182-204 (Harvard 1992).'>4</a></sup> while affirmative action practices are looked upon with real benevolence.<sup class='footnote'><a href='#fn-1348-5' id='fnref-1348-5' title='See, for example, Grutter v Bollinger, 539 US 306, 328 (2003) (upholding a university affirmative action admissions policy).'>5</a></sup> In addition, it is instructive to note that for many jobs the pension element has little or no traction insofar as the (now discriminatory) social security system covers most of the pension obligation. Yet I hope that GKW lack the courage of their convictions and would not suggest that social security (and Medicare) be unraveled because of its implicit racial skew, or that benefits paid to African-American workers be grossed up to reflect the perceived difference in the discount rates by the median member of the respective groups.</p>
<p>Nor do I believe that this approach has much to commend it, even for a firm that wanted to practice race or sex discrimination under the radar. The simplest objection is that it is not likely to be effective. The initial point is that an employer would have to offer the now-suspect pension feature of the employment practice in constant proportions to all workers in order for the system to work at all. But that is not the way in which most employers want to deal with their employees. One of the most common practices for fringe benefits today is for firms to offer workers an allowance that they can use to make purchases from a menu of items, in exchange for a reduction in their base pay. This menu approach sets out an implicit indifference curve for the employer: the employee can pick any combination of items that he or she finds ideal, and thereby maximize the nonsalary portion of his or her compensation package. Single individuals do not have to buy life insurance; sicker individuals may stock up on health insurance, and so on down the line.</p>
<p>This ability to make the optimal choice thus counts as an implicit wage boost for all employers, regardless of race or sex. If the evidence offered in GKW is indeed correct, we should expect to find that different individuals, by race or sex, will choose different benefit packages. At that point the employer practice should be sheltered by the doctrine announced in <em>EEOC v Sears, Roebuck &amp; Co</em>,<sup class='footnote'><a href='#fn-1348-6' id='fnref-1348-6' title='839 F2d 302, 348-49 (7th Cir 1988) (noting that "frequently subjective and other intangible factors may influence employment decisions and that even subjective misjudgments may not necessarily be the basis for Title VII liability"), quoting Mozee v Jeffboat, Inc, 746 F2d 365, 371 (7th Cir 1984).'>6</a></sup> because we have the most explicit declaration of unconstrained worker preferences that we can imagine. Commentators have, wrongly, attacked <em>Sears</em> on the ground that the female workers who opted for store commission jobs were conditioned wrongly by their social settings. But even if that strained interpretation made sense, it is hard to identify any external constraints on choice that fetter employee preferences in this situation. The widespread use of these menu options is not consistent with employers engaging in covert forms of discrimination. The menu strategy is an effective way to attract a diverse workforce because it does not shoehorn the benefits package into a one-size-fits-all straightjacket. GKW should praise employer ingenuity for maximizing the welfare of its employees under competition, not seek ways to expose employers to additional liabilities.</p>
<p>Nor is there any reason to think that GKW&#8217;s strategy for racial discrimination is likely to yield any forbidden fruits if put into play. In order for this to work, there has to be an assumption that the compensation demands across races are identical for both African-American and white workers. But suppose that they are not, and that on average the African-American workers have lower reservation wages than white workers, perhaps because of the discrimination in the general market. At this point, the pension-heavy strategy may well reduce the attractiveness of the compensation package somewhat. But that result is consistent with a loss in consumer surplus, and does not require us to assume that there will be much of a change in the rate at which African-Americans accept job offers. We know in addition that even if there is a variation in preferences across groups, there is also a variation in preferences within groups. At this point, one can ask just what the likely shift in workforce compensation is likely to be. My view is that it would be quite small, and for what end if it turns out that it makes it more difficult to recruit workers up and down the line. There does not seem to be much of a future in this practice.</p>
<p>There is, moreover, a real risk that the relentless effort to root out race and sex discrimination has serious adverse consequences of its own. In their article, GKW discuss briefly the Supreme Court&#8217;s most conspicuous effort into the field of sex discrimination in pensions, <em>City of Los Angeles, Department of Water and Power v Manhart</em>,<sup class='footnote'><a href='#fn-1348-7' id='fnref-1348-7' title='435 US 702 (1978).'>7</a></sup> where the City of Los Angeles followed standard actuarial practices by withdrawing more money from women&#8217;s salaries to cover its pension obligations than it did from men&#8217;s salaries. The statistical reason for this decision was that women lived longer than men and thus needed large amounts of money to fund their monthly payments, which were of the same magnitude as given to men. To put the point in a different fashion, the women paid into the pension plan the exact amount of money that they would have paid if there were no men at all in the employment pool. The men of course did the same.</p>
<p>The key point here is that the program adopted by Los Angeles should be regarded as the epitome of sound gender discrimination policy insofar as it prevented an illicit wealth transfer between the sexes. Stated otherwise, the present value of the entire benefit package was identical for men and women. Men got the additional benefit of a higher monthly payment. Women got the benefit of a longer expected life. <em>Manhart</em> thus showed the capacity for the employment discrimination law to disrupt the <em>rational</em> behavior of both public and private institutions, by using the antidiscrimination law to create an undeserved cross subsidy between men and women, which was a consequence of the rigid formalism of the United States Supreme Court.</p>
<p>Yet note these flexible notions of discrimination could put employers into an impossible bind. Thus, suppose that attention shifts to employer life insurance policies. Under the menu approach set out above, the correct response is to offer the best competitive rates for men and women, and these will show that women receive better offers as a consequence of their lower risk of death in any given period. But now suppose that the City of Los Angeles decided that consistency required it to use the same formal approach for life insurance that the Supreme Court in <em>Manhart</em> forced upon it for pensions. At this point, the women workers could rely on the theories of GKW to demonstrate that they were the victims of employer discrimination. The firm picked a mandatory insurance benefit which it then deliberately mispriced to drive women applicants from the roost. So we now have a new theory of inevitable discrimination. Women, but not men, and African-Americans, not whites, get to pick whether the economic or the formal conception of discrimination governs the case. Since every case will have either formal or impact discrimination, no employment practice is safe.</p>
<p>There are two conclusions that I draw from this general saga. The more modest one is that we should give new theories of employment discrimination a well-deserved vacation on the grounds that they are likely to spawn more discrimination than they prevent and to do so at a public and private cost that makes everyone worse off. My more aggressive conclusion tracks that which I have argued for since I wrote <em>Forbidden Grounds: The Case against Employment Discrimination Laws</em>. Just repeal the employment discrimination laws in their entirety, except as they apply to monopoly situations, of which there are virtually none in private unregulated markets.<sup class='footnote'><a href='#fn-1348-8' id='fnref-1348-8' title='As a needed caveat, use of these rules should be allowed for conventional economic reasons in the case of monopoly employers. There are none in the private sector, except for unions, which are rightly subject to a duty of fair representation. See Steele v Louisville &amp; Nashville Railroad Co, 323 US 192, 202-03 (1944).'>8</a></sup> One of the reasons for this position is that it frees up any and all affirmative action programs from the legal limbo in which they are rightly placed under the current law. The text of Title VII is perfectly neutral on race and sex, for it applies to &#8220;any individual&#8221; as a conscious effort to introduce a color- and sex-blind regime into the law.<sup class='footnote'><a href='#fn-1348-9' id='fnref-1348-9' title='42 USC § 2000e-2 ("Unlawful employment practices: (a) Employer practices. It shall be an unlawful employment practice for an employer—(1) to fail or refuse to hire or to discharge any individual, or otherwise to discriminate against any individual with respect to his compensation, terms, conditions, or privileges of employment, because of such individual's race, color, religion, sex, or national origin; or (2) to limit, segregate, or classify his employees or applicants for employment in any way which would deprive or tend to deprive any individual of employment opportunities or otherwise adversely affect his status as an employee, because of such individual's race, color, religion, sex, or national origin.").'>9</a></sup></p>
<p>The tortured interpretation of the text to allow affirmative action on the one side and to impose disparate impact liability on the other<sup class='footnote'><a href='#fn-1348-10' id='fnref-1348-10' title='See United Steelworkers of America v Weber, 443 US 193, 214-16 (1979) (upholding a private affirmative action program); id at 211 (observing the availability of a disparate impact theory to prove employment discrimination, and noting that an affirmative action program can help to refute such a claim of discrimination).'>10</a></sup> has had two serious dysfunctional consequences. The first is to abandon all principled rules of statutory construction in order to adopt a highly race-conscious endeavor. What could be done in the one case can be done in the next, which imposes a serious crimp on all rule-of-law values. The second is to create the need to develop some ad hoc public justification for affirmative action programs in the private and public sector, which in turn gives all institutions a strong incentive to develop narrative accounts that overstate the level of discrimination, especially in recent times, in order to lend legitimacy to these programs. In the private sector, at least, the principle of freedom of association allows the programs to go forward without needing to tarnish the reputation of other individuals. And for public institutions the correct test, I continue to believe, is to allow them in employment contexts to mirror the voluntary practices that dominate private institutions, which in turn permits the same kind of employment practices in both markets. And this freedom in labor markets comes at a much lower cost than the current suffocating regime.</p>
<p>And to what end? GKW do not offer any aggregate statistics that indicate that the position of African-American workers lags behind that of whites, controlling for the usual key differences in education and work experience and the like. That literature is of course enormously complex, and among its most persistent findings are that wage gaps between blacks and whites prove significant for men, but not for women.<sup class='footnote'><a href='#fn-1348-11' id='fnref-1348-11' title='See generally Arthur Sakamoto, Isao Takei, and Hyeyoung Woo, Black-White Wage Differentials among College-educated Workers: The Effects of Field of Study and Socioeconomic Background, All Academic Research (Jan 17, 2006), online at http:www.allacademic.commetap_mla_apa_research_citation10380pages103802p103802-1.php (visited June 10, 2009).'>11</a></sup> The explanations for that disparity are likely to prove complex, but invidious discrimination on racial grounds does not look to be one of them.</p>
<p>The situation on the ground, moreover, is quite different from what it was some years ago. When I started teaching in 1968, the faculties were pretty much white and male. My first Dean, Dorothy Nelson, was a real pioneer.  The composition of every university and every business has been transformed in the interim. I do not think that this is in response to legal pressures, but in response to real perceived demands inside the organizations in question. The high level of support for affirmative action cannot be squared with a covert racial or sexual animus on the part of white men who now occupy a shrinking proportion of the dominant positions. Abigail Thernstrom was quite right to attack the Attorney General, Eric Holder, for his dismal account of race relations in his February 18, 2009 speech.<sup class='footnote'><a href='#fn-1348-12' id='fnref-1348-12' title='Abigail Thernstrom, A Lot Less Talk: The Last Thing America Needs Is More Obsessing about Race, National Review Online (Feb 25, 2009), online at http:article.nationalreview.com?qMDU2MTY5ODE4MTYxYzA5ZWE4NWZiOTA0YjRiNTY5MzQ (visited June 10, 2009).'>12</a></sup> It does not help matters today to make bald assertions that &#8220;in things racial we have always been and continue to be, in too many ways, essentially a nation of cowards.&#8221;<sup class='footnote'><a href='#fn-1348-13' id='fnref-1348-13' title='Department of Justice, Remarks as Prepared for Delivery by Attorney General Eric Holder at the Department of Justice African American History Month Program (February 18, 2009), online at http:www.usdoj.govagspeeches2009ag-speech-090218.html (visited June 10, 2009).'>13</a></sup></p>
<p>That broad denunciation denigrates the brave work and large sacrifices of too many honorable people. There is no reason to get smug on questions of progress on matters of race and sex, but the thought that any tightening of the anti-discrimination laws can help improve the current situation should be put firmly to one side. Yet Congress does not seem to be listening. Recently, it adopted the Lilly Ledbetter Fair Pay Act, which included an unexplained one-sentence finding about the &#8220;reality of wage discrimination&#8221; in American life.<sup class='footnote'><a href='#fn-1348-14' id='fnref-1348-14' title='Lilly Ledbetter Fair Pay Act of 2009 § 2(2), Pub L No 111-2, 123 Stat 5.'>14</a></sup> It is therefore not too much to note the recent statistical information that the unemployment rates for men is higher in all relevant categories than for women.<sup class='footnote'><a href='#fn-1348-15' id='fnref-1348-15' title='Floyd Norris, In This Recession, More Men Are Losing Jobs, NY Times B3 (Mar 14, 2009) ("In the 12 months through February, the latest data available, unemployment rates for men rose at a faster pace than those for women, no matter what their education or age.").'>15</a></sup> There are doubtless many possible explanations for this turn of events. But the one point that does seem clear is that on matters of race and sex discrimination our first order of business should be to give it a rest, not to embrace new theories of liability under a statute that has already outlived its usefulness.<a href="http://legalworkshop.org/wp-content/uploads/2009/02/dingbat.png"><img class="alignnone size-full wp-image-134" title="dingbat" src="http://legalworkshop.org/wp-content/uploads/2009/02/dingbat.png" alt="dingbat" width="11" height="11" /></a><br />
 </p>
<h5 style="text-align: center;"><em><span style="color: #000000;"><span style="text-decoration: underline;">Acknowledgments:</span></span></em></h5>
<p>Copyright © 2009 The University of Chicago Law Review.</p>
<p>Richard A. Epstein is James Parker Hall Distinguished Service Professor of Law, The University of Chicago Law School; Peter and Kirsten Bedford Senior Fellow, The Hoover Institution; and a visiting law professor at New York University Law School.</p>
<p>This Editorial is a Response to the following Legal Workshop Editorial:  <a href="http://legalworkshop.org/2009/06/22/passive-discrimination">Jonah Gelbach, Jonathan Klick &#038; Lesley Wexler, <em>Passive Discrimination</em>, LEGAL WORKSHOP (U. CHI. L. REV. June 22, 2009).</a>
<div class='footnotes'>
<ol>
<li id='fn-1348-1'>Jonah Gelbach, Jonathan Klick, and Lesley Wexler, <em>Passive Discrimination: When Does It Make Sense to Pay Too Little?</em>, 76 U Chi L Rev 797. <span class='footnotereverse'><a href='#fnref-1348-1'>&#8617;</a></span></li>
<li id='fn-1348-2'>See generally Lior Jacob Strahilevitz, <em>Exclusionary Amenities in Residential Communities</em>, 92 Va L Rev 437 (2006). <span class='footnotereverse'><a href='#fnref-1348-2'>&#8617;</a></span></li>
<li id='fn-1348-3'>See John T. Warner and Saul Pleeter, <em>The Personal Discount Rate: Evidence from Military Downsizing Programs</em>, 91 Am Econ Rev 33, 37 (2001). <span class='footnotereverse'><a href='#fnref-1348-3'>&#8617;</a></span></li>
<li id='fn-1348-4'>See, for example, <em>Griggs v Duke Power Co</em>, 401 US 424, 431 (1971) (marking the early expansion of the antidiscrimination doctrine to disparate treatment cases). For my criticism, see Richard A. Epstein, <em>Forbidden Grounds: The Case Against Employment Discrimination Laws</em> 182-204 (Harvard 1992). <span class='footnotereverse'><a href='#fnref-1348-4'>&#8617;</a></span></li>
<li id='fn-1348-5'>See, for example, <em>Grutter v Bollinger</em>, 539 US 306, 328 (2003) (upholding a university affirmative action admissions policy). <span class='footnotereverse'><a href='#fnref-1348-5'>&#8617;</a></span></li>
<li id='fn-1348-6'>839 F2d 302, 348-49 (7th Cir 1988) (noting that &#8220;frequently subjective and other intangible factors may influence employment decisions and that even subjective <em>misjudgments</em> may not necessarily be the basis for Title VII liability&#8221;), quoting <em>Mozee v Jeffboat, Inc</em>, 746 F2d 365, 371 (7th Cir 1984). <span class='footnotereverse'><a href='#fnref-1348-6'>&#8617;</a></span></li>
<li id='fn-1348-7'>435 US 702 (1978). <span class='footnotereverse'><a href='#fnref-1348-7'>&#8617;</a></span></li>
<li id='fn-1348-8'>As a needed caveat, use of these rules should be allowed for conventional economic reasons in the case of monopoly employers. There are none in the private sector, except for unions, which are rightly subject to a duty of fair representation. See <em>Steele v Louisville &amp; Nashville Railroad Co</em>, 323 US 192, 202-03 (1944). <span class='footnotereverse'><a href='#fnref-1348-8'>&#8617;</a></span></li>
<li id='fn-1348-9'>42 USC § 2000e-2 (&#8220;Unlawful employment practices: (a) Employer practices. It shall be an unlawful employment practice for an employer—(1) to fail or refuse to hire or to discharge any individual, or otherwise to discriminate against any individual with respect to his compensation, terms, conditions, or privileges of employment, because of such individual&#8217;s race, color, religion, sex, or national origin; or (2) to limit, segregate, or classify his employees or applicants for employment in any way which would deprive or tend to deprive any individual of employment opportunities or otherwise adversely affect his status as an employee, because of such individual&#8217;s race, color, religion, sex, or national origin.&#8221;). <span class='footnotereverse'><a href='#fnref-1348-9'>&#8617;</a></span></li>
<li id='fn-1348-10'>See <em>United Steelworkers of America v Weber</em>, 443 US 193, 214-16 (1979) (upholding a private affirmative action program); id at 211 (observing the availability of a disparate impact theory to prove employment discrimination, and noting that an affirmative action program can help to refute such a claim of discrimination). <span class='footnotereverse'><a href='#fnref-1348-10'>&#8617;</a></span></li>
<li id='fn-1348-11'>See generally Arthur Sakamoto, Isao Takei, and Hyeyoung Woo, <em>Black-White Wage Differentials among College-educated Workers: The Effects of Field of Study and Socioeconomic Background</em>, All Academic Research (Jan 17, 2006), online at http://www.allacademic.com//meta/p_mla_apa_research_citation/1/0/3/8/0/pages103802/p103802-1.php (visited June 10, 2009). <span class='footnotereverse'><a href='#fnref-1348-11'>&#8617;</a></span></li>
<li id='fn-1348-12'>Abigail Thernstrom, <em>A Lot Less Talk: The Last Thing America Needs Is More Obsessing about Race</em>, National Review Online (Feb 25, 2009), online at http://article.nationalreview.com/?q=MDU2MTY5ODE4MTYxYzA5ZWE4NWZiOTA0YjRiNTY5MzQ (visited June 10, 2009). <span class='footnotereverse'><a href='#fnref-1348-12'>&#8617;</a></span></li>
<li id='fn-1348-13'>Department of Justice, <em>Remarks as Prepared for Delivery by Attorney General Eric Holder at the Department of Justice African American History Month Program</em> (February 18, 2009), online at http://www.usdoj.gov/ag/speeches/2009/ag-speech-090218.html (visited June 10, 2009). <span class='footnotereverse'><a href='#fnref-1348-13'>&#8617;</a></span></li>
<li id='fn-1348-14'>Lilly Ledbetter Fair Pay Act of 2009 § 2(2), Pub L No 111-2, 123 Stat 5. <span class='footnotereverse'><a href='#fnref-1348-14'>&#8617;</a></span></li>
<li id='fn-1348-15'>Floyd Norris, <em>In This Recession, More Men Are Losing Jobs</em>, NY Times B3 (Mar 14, 2009) (&#8220;In the 12 months through February, the latest data available, unemployment rates for men rose at a faster pace than those for women, no matter what their education or age.&#8221;). <span class='footnotereverse'><a href='#fnref-1348-15'>&#8617;</a></span></li>
</ol>
</div>
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		<title>Passive Discrimination</title>
		<link>http://legalworkshop.org/2009/06/22/passive-discrimination</link>
		<comments>http://legalworkshop.org/2009/06/22/passive-discrimination#comments</comments>
		<pubDate>Mon, 22 Jun 2009 08:01:00 +0000</pubDate>
		<dc:creator>Jonah Gelbach</dc:creator>
				<category><![CDATA[Labor Law]]></category>
		<category><![CDATA[U. Chicago Law Review]]></category>
		<category><![CDATA[Essay]]></category>
		<category><![CDATA[Title VII]]></category>
		<category><![CDATA[Workplace Discrimination]]></category>

		<guid isPermaLink="false">http://legalworkshop.org/?p=1346</guid>
		<description><![CDATA[In this Editorial, we present a distinct mechanism of employer discrimination largely ignored by scholars and regulators alike.  What we term &#8220;passive discrimination&#8221; involves an employer&#8217;s use of wage and benefits packages that exploit observed, systematic group-level preference heterogeneity in order to induce worker sorting such that members of a&#8230; <a class="readmore" href="http://legalworkshop.org/2009/06/22/passive-discrimination" title="Read More">Read More <span>&#187;</span></a>]]></description>
			<content:encoded><![CDATA[<p>In this Editorial, we present a distinct mechanism of employer discrimination largely ignored by scholars and regulators alike.  What we term &#8220;passive discrimination&#8221; involves an employer&#8217;s use of wage and benefits packages that exploit observed, systematic group-level preference heterogeneity in order to induce worker sorting such that members of a disfavored group view the job opportunity as being less attractive than do members of other groups.  A companion to this Editorial, which lays out the formal model, can be found on the Legal Workshop website <a href="http://legalworkshop.org/2009/08/10/a-formal-model-of-passive-discrimination-a-reply-to-richard-epstein">here</a>.</p>
<p>By way of illustration, imagine that individuals from two groups, Deltas and Omegas, comprise the labor pool from which employees may be hired.  While their work productivity is drawn from the same distribution, a given employer dislikes Omegas for reasons unrelated to their job qualifications.  Because Omegas have suffered discrimination historically, legislation explicitly protects Omegas from employment discrimination.  Further, while Deltas and Omegas have similar reservation wages,<sup class='footnote'><a href='#fn-1346-1' id='fnref-1346-1' title='Reservation wages are the lowest wage at which an individual is willing to accept a job.'>1</a></sup> Deltas, on average, more highly value some nontransferable good that the employer can procure (or produce) at a cost equal to or lower than the Deltas&#8217; average valuation of the good.  To make the illustration more concrete, assume the employer is a brewery and offers free beer at lunchtime.</p>
<p>While the employer prefers to hire only Deltas, federal legislation limits the employer&#8217;s ability to do so. Yet we contend that employers may advertise the job broadly and make hiring decisions in a seemingly nondiscriminatory fashion, avoiding lawsuits, and still achieve an ultimate workforce that is predominantly (if not exclusively) composed of Deltas.  Specifically, if the employer offers a compensation package composed of a submarket wage as well as access to free lunchtime beer, Omegas will find such a job unattractive, while Deltas will still gladly accept the job offers.  Ultimately, according to the firm, due to no misconduct on its part, Omegas lacked interest in working for the brewery.</p>
<p>While scholars have touched on this phenomenon,<sup class='footnote'><a href='#fn-1346-2' id='fnref-1346-2' title='See, for example, Laura T. Kessler, The Attachment Gap: Employment Discrimination Law, Women's Cultural Caregiving, and the Limits of Economic and Liberal Legal Theory, 34 Mich J L Reform 371, 413-14 (2001) (noting the widespread industry norm of long hours and extensive travel disadvantages women who disproportionately tend to be primary caregivers).'>2</a></sup> no one has examined these employment practices in a systematic way.<sup class='footnote'><a href='#fn-1346-3' id='fnref-1346-3' title='Many have discussed practices that implicate the work-life balance, which may operate to screen out many women from particular jobs. We consider strategies such as the use of long hours and high wages, or substantial face time and high wages, to be special cases, as they directly implicate productivity. As we explain in Part II, for purposes of disproving Gary Becker's theory, our hypotheticals presume all workers are equally productive. Cases that integrate productivity are important and doctrinally interesting, but we focus on the simplest examples in this Article and leave more complex cases for later works.'>3</a></sup> Such discrimination is presented as an ancillary effect of employment policies or conditions. Yet recent class actions suggest that basic animus- or stereotype-driven discrimination is still quite prevalent. So it should be unsurprising that litigation-savvy employers might deliberately craft compensation structures to exclude certain types of workers.</p>
<p>In this online Article, we provide an illustration of group-level preference heterogeneity that could generate passive discrimination in an occupational setting. We next discuss how current antidiscrimination law applies and conclude with a brief discussion of how we might better address passive discrimination.</p>
<h4 style="text-align: center;"><strong><span style="color: #000000;"><br />
I.<br />
Illustration </span></strong></h4>
<p>In this Part, we first describe the conditions necessary to create the segregated equilibria described above. We then provide an example where these conditions may apply. In the case of intentional passive discrimination, the employer must be able to identify a good that satisfies two conditions: (1) the disfavored group values the good on average less than the average valuation placed on the good by other groups of potential employees, and the employer knows this; and (2) the good is nontransferable. A third condition under which the employer can ensure that she attracts the favored type of employee is satisfied when the employer can provide the good for a cost below that paid by workers outside of the employment relationship.</p>
<p>While we have focused on intentional passive discrimination, the phenomenon could also arise as an accidental byproduct.  For example, a brewery whose owners are indifferent regarding employing Deltas and Omegas might still offer free beer during lunch because it believes doing so promotes product knowledge.  In such a case, even if the brewery starts out offering this benefit plus a market wage, Deltas who do not secure positions will offer to work for a lower wage given their valuation of the free beer.  Eventually, this group valuation will lead to a workforce composed of Deltas, to the exclusion of Omegas.</p>
<p>One example of potentially discriminatory screening practices relates to subjective discount rates and pay structures that include a deferred compensation component, such as a pension.<sup class='footnote'><a href='#fn-1346-4' id='fnref-1346-4' title='In our full Article, we also provide examples that deal with sex, national origin, and religion. See Jonah Gelbach, Jonathan Klick, and Lesley Wexler, Passive Discrimination:When Does It Make Sense to Pay Too Little?, 76 U Chi L Rev 801, 822-27 (2008).'>4</a></sup> To begin with, a person&#8217;s subjective discount rate captures her willingness to delay current consumption for the prospect of increased future consumption.  While everyone exhibits some positive subjective discount rate, individual-to-individual heterogeneity exists in those subjective discount rates.<sup class='footnote'><a href='#fn-1346-5' id='fnref-1346-5' title='As a general rule, if the amount the individual gives up now is represented by PV and the smallest amount the individual is willing to accept in compensation at the end of n periods is represented by FV, then the individual’s subjective discount rate per period is calculated as: i  {(FVPV) ^ (1n)} - 1.'>5</a></sup></p>
<p>While individual-level heterogeneity is prevalent, labor economists have noted that systematic differences in individual discount rates across racial groups may also exist.<sup class='footnote'><a href='#fn-1346-6' id='fnref-1346-6' title='This does not mean, of course, that every individual of race Y is likely to exhibit a higher discount rate than every individual of race Z, but rather that the average discount rate among individuals of race Y will sometimes diverge from the average discount rate among individuals of race Z.'>6</a></sup> A natural experiment provides the most interesting supporting evidence in the finding of large inter-race heterogeneity in discount rates.<sup class='footnote'><a href='#fn-1346-7' id='fnref-1346-7' title='See John T. Warner and Saul Pleeter, The Personal Discount Rate: Evidence from Military Downsizing Programs, 91 Am Econ Rev 33, 33-34 (2001).'>7</a></sup> Specifically, conditional on a large number of other effects,<sup class='footnote'><a href='#fn-1346-8' id='fnref-1346-8' title='The various controls included sex, number of dependents, education level, wage level, benefit level, year of decision, age, years of service, geographic region, service branch, IQ score, and specialty controls. See id at 43-49.'>8</a></sup> black military enlistees and officers exhibited significantly higher subjective discount rates than other minorities and whites.<sup class='footnote'><a href='#fn-1346-9' id='fnref-1346-9' title='Id at table 4 and table 5.'>9</a></sup> This result is robust with blacks exhibiting, on average, discount rates on the order of five to nine times as great as whites.</p>
<p>Assuming this empirical regularity holds,<sup class='footnote'><a href='#fn-1346-10' id='fnref-1346-10' title='We make no general claim as to the validity of the empirical finding except to note the high quality of the research papers we cite finding this result. Further, we most certainly do not offer an explanation for why subjective discount rate heterogeneity may follow this pattern.'>10</a></sup> an employer wishing to passively exclude blacks could offer a low current wage coupled with generous deferred compensation benefits, such as a large pension. Such a package would attract individuals with relatively low subjective discount rates and repel those with higher subjective discount rates. Note further that this could also represent a situation in which a nondiscriminatory employer might engage in unintentional passive discrimination, as employers may possess numerous other reasons to include a generous retirement component in its compensation package.</p>
<h4 style="text-align: center;"><strong><span style="color: #000000;"><br />
II.<br />
Applying Title VII </span></strong></h4>
<p>In determining the legality of passive discrimination, we begin with Title VII. Congress enacted this statute &#8220;to assure equality of employment opportunities and to eliminate those discriminatory practices and devices which have fostered [ ] stratified job environments to the disadvantage of minority [or other protected] citizens.&#8221;<sup class='footnote'><a href='#fn-1346-11' id='fnref-1346-11' title='McDonnell Douglas Corp v Green, 411 US 792, 800 (1973).'>11</a></sup> Congress did not ban all forms of workplace segregation, but rather forecasted that integration would be a beneficial byproduct of ending active discrimination. Thus, Title VII makes it an unlawful employment practice for an employer to &#8220;fail or refuse to hire . . . or otherwise to discriminate against any individual with respect to his compensation, terms, conditions, or privileges of employment, because of such individual&#8217;s race, color, religion, sex or national origin.&#8221;<sup class='footnote'><a href='#fn-1346-12' id='fnref-1346-12' title='Title VII of the Civil Rights Act of 1964, 42 USC § 2000e-2(a)(1).'>12</a></sup></p>
<h5><em><span style="color: #000000;"><br />
<span style="text-decoration: underline;">A.     Disparate Treatment</span></span></em></h5>
<p>Title VII jurisprudence allows plaintiffs to choose among disparate treatment and disparate impact claims. Under disparate treatment, an employer treats some individuals worse than others because of a protected characteristic. &#8220;Proof of discriminatory motive is critical, although it can . . . be inferred from the mere fact of differences in treatment.&#8221;<sup class='footnote'><a href='#fn-1346-13' id='fnref-1346-13' title='International Brotherhood of Teamsters v United States, 431 US 324, 335 n 15 (1977) (noting that "disparate treatment was the most obvious evil Congress had in mind when it enacted Title VII").'>13</a></sup> In individual disparate treatment claims, each plaintiff must prove that she was treated less favorably than others similarly situated and that this disparate treatment was &#8220;because of&#8221; the plaintiff&#8217;s race, color, sex, national origin, or religion. The plaintiff must provide either direct or circumstantial evidence to demonstrate the employer&#8217;s discriminatory intent. While these claims may evidence a concern about segregation, courts link this concern to the elimination of discriminatory practices which deprive individuals of employment opportunities.<sup class='footnote'><a href='#fn-1346-14' id='fnref-1346-14' title='See, for example, Marion v Slaughter Co, 1999 WL 1267015, *6 (10th Cir) (observing that the existence of a segregated workplace is not per se a violation of Title VII).'>14</a></sup></p>
<p>In pattern or practice cases, another type of disparate treatment claim, the plaintiff can satisfy the prima facie case with &#8220;statistical evidence demonstrating substantial disparities in the application of employment actions as to minorities and the unprotected group.&#8221;<sup class='footnote'><a href='#fn-1346-15' id='fnref-1346-15' title='EEOC v Sears, Roebuck &amp; Co, 839 F2d 302, 308 (7th Cir 1988) (citation omitted) (explaining that once the plaintiff has satisfied the initial burden, the burden shifts to the "employer to defeat the prima facie showing of a pattern or practice by demonstrating that the { } proof is either inaccurate or insignificant").'>15</a></sup> These plaintiffs need not present individual victim testimony to support a finding of intentional discrimination—courts may rely purely on evidence of gross statistical disparity,<sup class='footnote'><a href='#fn-1346-16' id='fnref-1346-16' title='See Hazelwood School District v United States, 433 US 299, 307-08 (1977) ("Where gross statistical disparities can be shown, they alone may in a proper case constitute prima facie proof of a pattern or practice of discrimination.").'>16</a></sup> which raises an inference of discriminatory intent.</p>
<p>Under disparate treatment claims, Title VII prohibits the employer from using group-based characteristics, preferences, or stereotypes to treat individuals differently even if such stereotypes are largely accurate. In <em>City of Los Angeles, Department of Water and Power v Manhart</em>,<sup class='footnote'><a href='#fn-1346-17' id='fnref-1346-17' title='435 US 702 (1978).'>17</a></sup> the Supreme Court ruled that an employer may not deduct more from women&#8217;s pay to cover their pensions even though as an actuarial matter, women as a class are likely to draw more pension benefits.<sup class='footnote'><a href='#fn-1346-18' id='fnref-1346-18' title='Id at 711. In Manhart, the defendant used mortality tables and its own experience to determine that the cost of a pension for the average retired female would be greater than for the average retired male. The city required female employees to make greater monthly contributions to the pension fund, which reduced the women's take-home pay. Id at 705.'>18</a></sup> The Supreme Court reasoned that any individual woman may not draw benefits longer than any individual man, her employers may not condition her pay on her sex.<sup class='footnote'><a href='#fn-1346-19' id='fnref-1346-19' title='Id at 708. Notably, the Court rejected the argument that facially equal deductions might impose a disparate impact on men who as a class were less likely to benefit as fully from the pension plan. Id at 708-09.'>19</a></sup></p>
<p>Easy disparate treatment cases include those instances in which an employee offers a potential plaintiff a facially different wage than others similarly situated. For example, an employer may not offer Caucasian bus drivers comprehensive health insurance and fail to offer African-American drivers the same insurance package. If, on the other hand, the employer offers all bus drivers lower wages and higher pension benefits than other area employers, individual employees cannot successfully lodge a disparate treatment claim. Even if empirical evidence indicates that, as a group, African-American drivers have a higher discount rate and place a lower value on such pensions, the employer has treated each individual African-American driver the same as all its other drivers. So we contend no individual disparate treatment claim could succeed.</p>
<p>Under pattern-and-practice claims, however, if employers devised a very successful sorting mechanism, plaintiffs might be able to satisfy the prima facie showing of gross statistical disparity. For instance, in <em>International Brotherhood of Teamsters v United States</em>,<sup class='footnote'><a href='#fn-1346-20' id='fnref-1346-20' title='431 US 324 (1977).'>20</a></sup> the Court suggested that the complete, or very nearly complete, absence of members of a protected class in a particular job can compel an inference of discrimination.<sup class='footnote'><a href='#fn-1346-21' id='fnref-1346-21' title='See id at 339-40 ("{O}ur cases make it unmistakably clear that statistical analyses have served and will continue to serve an important role in cases in which the existence of discrimination is a disputed issue.") (quotation marks omitted). See also EEOC v Andrew Corp, 1989 WL 32884, *14 (ND Ill).'>21</a></sup> So if the high pension, low wage strategy resulted in a workforce with no or very few African-American drivers, employers could face a Title VII problem. Yet plaintiffs rarely prevail in such cases without testimony about individual acts of disparate treatment.<sup class='footnote'><a href='#fn-1346-22' id='fnref-1346-22' title='For a view that statistics alone are not compelling, see Sears, 839 F2d at 360 (Cudahy dissenting) (suggesting that "the EEOC as much as gave the case away by failing to produce any flesh and blood victims of discrimination. Regression statistics by themselves only demonstrate correlations between variables; to move from correlation to causation, there must be some independent theory about the causal relationships of the variables").'>22</a></sup></p>
<p>Only if the employer foolishly allowed the discovery of direct evidence of discriminatory intent would the employer face real difficulty in providing nondiscriminatory explanations for the disparity. Even then, the plaintiffs might not prevail. Such a memorandum would reveal an intent to achieve a segregated workplace, but a plaintiff would still bear the burden of proving the occurrence of discrimination as defined by Title VII. Here, the employer has relied on preferences that tend to be correlated with protected characteristics, but has offered each individual the same package.</p>
<p>Title VII clearly prohibits employers from treating individuals differently because of discriminatory animus or outmoded stereotypes or even seemingly rational group-based stereotypes. Yet, as currently conceived, disparate treatment claims seemingly do not prohibit the employer from using group-based characteristics, preferences, or stereotypes to treat individuals similarly in hopes that such treatment will encourage applicants from disfavored groups to sort themselves out of a job based on their own preferences. As any individual applicant may defy the stereotype and elect into the job, no disparate treatment has occurred even if an employer succeeds in achieving a segregated workplace.</p>
<h5><em><span style="color: #000000;"><br />
<span style="text-decoration: underline;">B.     Disparate Impact</span></span></em></h5>
<p>Disparate impact claims allow plaintiffs to prevail if they identify a particular employment practice with a significant adverse impact on a protected class, and the defendant fails to demonstrate that the challenged employment practice is &#8220;job related  . . .  and consistent with business necessity.&#8221;<sup class='footnote'><a href='#fn-1346-23' id='fnref-1346-23' title='42 USC § 2000e-2(k)(1)(A)(i).'>23</a></sup> If the challenged practice significantly serves the employer&#8217;s legitimate employment goals,<sup class='footnote'><a href='#fn-1346-24' id='fnref-1346-24' title='See, for example, Watson v Fort Worth Bank and Trust, 487 US 977, 998-99 (1988).'>24</a></sup> the plaintiff can still prevail if she proves that a less discriminatory alternative employment practice equally serves the defendant&#8217;s goals.<sup class='footnote'><a href='#fn-1346-25' id='fnref-1346-25' title='42 USC § 2000e-2(k)(1)(A)(ii) (providing that "{a}n unlawful employment practice based on disparate impact is established . . . {if} the complaining party makes the demonstration described . . . with respect to an alternative employment practice and the respondent refuses to adopt such alternative employment practice"). See, for example, Albermarle Paper Co v Moody, 422 US 405, 425 (1975).'>25</a></sup></p>
<p>Passive discrimination seemingly fits better under this analysis, as employers devise facially neutral compensation packages that may result in only a few individuals from a disfavored group in their workplace. Yet the Supreme Court has cast doubt as to whether fringe benefits and compensation packages are subject to disparate impact analysis.<sup class='footnote'><a href='#fn-1346-26' id='fnref-1346-26' title='Fringe benefits cases under disparate impact have dealt with the exclusion of particular benefits, such as contraceptives or fertility treatments, rather than the decision to provide compensation in the form of fringe benefits. See Douglas Laycock, Continuing Violations, Disparate Impact in Compensation, and Other Title VII Issues, 49 L &amp; Contemp Probs 53, 54 (1986) (contending that the logical implication of Manhart is that "{t}here is no disparate impact liability in sex discrimination in compensation cases"). Though another possible reading might merely indicate that disparate impact analysis is only available to minorities and not men, or that where "disparate impact to one group results from avoiding disparate treatment of another, the practice is justified by a business necessity." Charles A. Sullivan, The World Turned Upside Down?: Disparate Impact Claims by White Males, 98 Nw U L Rev 1505, 1530 (2004).'>26</a></sup> In <em>Manhart</em>, described above, the Court stated in dicta:</p>
<blockquote><p>Even under Title VII itself—assuming disparate-impact analysis applies to fringe benefits—the male employees would not prevail. Even a completely neutral practice will inevitably have <em>some</em> disproportionate impact on one group or another. [<em>Griggs v Duke Power Co</em>, 401 US 424 (1971)] does not imply, and this Court has never held, that discrimination must always be inferred from such consequences.<sup class='footnote'><a href='#fn-1346-27' id='fnref-1346-27' title='435 US at 710 n 20 (citations omitted).'>27</a></sup></p></blockquote>
<p>Likely as a result of this language, few cases have grappled with compensation and fringe benefits under disparate impact analysis. In <em>Finnegan v Trans World Airlines, Inc</em>,<sup class='footnote'><a href='#fn-1346-28' id='fnref-1346-28' title='967 F2d 1161 (7th Cir 1992).'>28</a></sup> the Seventh Circuit held that across-the-board cuts in fringe benefits were not eligible for disparate impact analysis under the Age Discrimination in Employment Act.<sup class='footnote'><a href='#fn-1346-29' id='fnref-1346-29' title='Id at 1163. The court noted that allowing such cuts to be eligible for disparate impact analysis "would mean that every time an employer made an across-the-board cut in wages or benefits he {would be} prima facie violating the age discrimination law. Practices so tenuously related to discrimination, so remote from the objectives of civil rights law, do not reach the prima facie threshold." Id at 1165.'>29</a></sup> Judge Richard Posner rejected even a prima facie case of disparate impact for such cuts, as the focus of disparate impact should be on the exclusion of individuals from certain opportunities.<sup class='footnote'><a href='#fn-1346-30' id='fnref-1346-30' title='Id at 1164-65. Judge Posner explained: "The concept of disparate impact was developed for the purpose of identifying situations where, through inertia or insensitivity, companies were following policies that gratuitously-needlessly-although not necessarily deliberately, excluded black or female workers from equal employment opportunities." Id at 1164 (emphasis added). Finnegan is distinguishable from most of the passive discrimination we discuss, as it was both unintentional and was a response to economic pressures, rather than the original design of the compensation package.'>30</a></sup> But passive discrimination does not exclude anyone from an opportunity; it just makes the opportunity less desirable.</p>
<h5><em><span style="color: #000000;"><br />
<span style="text-decoration: underline;">C.     Lack of Interest</span></span></em></h5>
<p>The so-called &#8220;lack of interest defense,&#8221;<sup class='footnote'><a href='#fn-1346-31' id='fnref-1346-31' title='Many courts refer to the "lack of interest defense," though defendants deploy this argument not as a formal affirmative defense, but as a way to rebut the inference of causation that is raised by statistical disparity.'>31</a></sup> available in both disparate treatment<sup class='footnote'><a href='#fn-1346-32' id='fnref-1346-32' title='Courts have recognized the "lack of interest defense" as available even in pattern and practice cases that rely on the inexorable zero. See EEOC v O &amp; G Spring and Wire Forms Specialty Co, 38 F3d 872, 874 n 1 (7th Cir 1994).'>32</a></sup> and disparate impact cases, is particularly relevant to the causation questions raised by passive discrimination. Lack of interest is a nondiscriminatory explanation for statistical disparities,<sup class='footnote'><a href='#fn-1346-33' id='fnref-1346-33' title='See, for example, Sears, 839 F2d at 313 (allowing defendant to use a variety of evidence to demonstrate that women are less interested in commission sales positions than men).'>33</a></sup> and rebuts the plaintiff&#8217;s prima facie case.<sup class='footnote'><a href='#fn-1346-34' id='fnref-1346-34' title='See Teamsters, 431 US at 360 n 46.'>34</a></sup> Under this &#8220;defense,&#8221; employers dispute the causal chain by showing that employees&#8217; voluntary choice, rather than a particular employment practice, causes workplace inequality or segregation.<sup class='footnote'><a href='#fn-1346-35' id='fnref-1346-35' title='For example, in Sears, the EEOC claimed that Sears "engaged in a nationwide pattern or practice of discrimination against women . . . by failing to hire and promote females into commission sales positions on the same basis as males." 839 F2d at 307. Although the EEOC presented statistical evidence that Sears was significantly less likely to hire female applicants, Sears rebutted the inference of discrimination by suggesting that female applicants themselves lacked interest in commission sales. The district court agreed and essentially found that "the company had merely honored the preexisting employment preferences of working women themselves." Vicki Schultz and Stephen Petterson, Race, Gender, Work, and Choice: An Empirical Study of the Lack of Interest Defense in Title VII Cases Challenging Job Segregation, 59 U Chi L Rev 1073, 1077 (1992) (arguing that the validity of the lack of interest defense depends on the claim that women's aversion to the position arose from social or cultural forces beyond the employer's control).'>35</a></sup> If the employer succeeds in showing that individual preferences cause a disparate impact, then it need not reach the question of whether the practice is job related and consistent with business necessity.<sup class='footnote'><a href='#fn-1346-36' id='fnref-1346-36' title='42 USC § 2000e-2(k)(1)(B)(ii).'>36</a></sup></p>
<p>This Article suggests that labor market conditions that shape individuals&#8217; interest in particular jobs may include more than the substance of the job, but also the terms, conditions, and privileges of employment, such as the compensation structure. Yet employers and courts seem to view these packages as mostly within the employers&#8217; discretion to design and the employees&#8217; discretion to take or leave. Passive discrimination suggests that courts&#8217; acceptance of such preferences under the lack of interest doctrine may allow employers to use such preferences with impunity.</p>
<h4 style="text-align: center;"><strong><span style="color: #000000;"><br />
III.<br />
Conclusion </span></strong></h4>
<p>This Article fits within a larger debate about the appropriate framework from which to address workplace discrimination and segregation. If one were concerned about workplace segregation or the effect that group-based preferences have on individuals, some judicial and legislative actions might be taken.<sup class='footnote'><a href='#fn-1346-37' id='fnref-1346-37' title='Of course, no such changes would be needed if cases of intentional passive discrimination are rare or adequately captured by pattern and practice claims and one is unconcerned with both unintentionally induced workplace segregation and group-based differences in perceived or actual compensation and fringe benefits so long as no individual discrimination exists.'>37</a></sup> Title VII reform provides one obvious approach. Courts could apply disparate impact doctrine to the structure of compensation and to the provision of fringe benefits. Interest groups may push for stand-alone legislation to address particular mechanisms of passive discrimination. Independent legislation may bypass litigation hurdles associated with Title VII if it does not rely on individual claimants. More innovative approaches include standalone legislation, education initiatives, and incentivized employer restructuring through an enhanced range of employee choice in compensation options, which are more fully fleshed out in our full article.<a href="http://legalworkshop.org/wp-content/uploads/2009/02/dingbat.png"><img class="alignnone size-full wp-image-134" title="dingbat" src="http://legalworkshop.org/wp-content/uploads/2009/02/dingbat.png" alt="dingbat" width="11" height="11" /></a><br />
 </p>
<h5 style="text-align: center;"><em><span style="color: #000000;"><span style="text-decoration: underline;">Acknowledgments:</span></span></em></h5>
<p>Copyright © 2009 The University of Chicago Law Review.</p>
<p>Jonah Gelbach is Associate Professor of Economics, University of Arizona; Jonathan Klick is Professor of Law, University of Pennsylvania Law School; and Lesley Wexler is Assistant Professor of Law, Florida State University College of Law.</p>
<p>The following is a companion to this Editorial:  <a href="http://legalworkshop.org/2009/08/10/a-formal-model-of-passive-discrimination-a-reply-to-richard-epstein">Jonah Gelbach, Jonathan Klick &amp; Lesley Wexler, <em>A Formal Model of Passive Discrimination</em>, LEGAL WORKSHOP (U. CHI. L. REV. Aug. 10, 2009).</a></p>
<p>The following is a Response by Richard Epstein to this series of Editorials:  <a href="http://legalworkshop.org/2009/06/22/protect-us-lord-from-title-vii-a-response-to-gelbach-klick-and-wexler">Richard A. Epstein, <em>Protect Us, Lord, from Title VII: A Response to Gelbach, Klick, and Wexler</em>, LEGAL WORKSHOP (U. CHI. L. REV., June 22, 2009).</a></p>
<div class='footnotes'>
<ol>
<li id='fn-1346-1'>Reservation wages are the lowest wage at which an individual is willing to accept a job. <span class='footnotereverse'><a href='#fnref-1346-1'>&#8617;</a></span></li>
<li id='fn-1346-2'>See, for example, Laura T. Kessler, <em>The Attachment Gap: Employment Discrimination Law, Women&#8217;s Cultural Caregiving, and the Limits of Economic and Liberal Legal Theory</em>, 34 Mich J L Reform 371, 413-14 (2001) (noting the widespread industry norm of long hours and extensive travel disadvantages women who disproportionately tend to be primary caregivers). <span class='footnotereverse'><a href='#fnref-1346-2'>&#8617;</a></span></li>
<li id='fn-1346-3'>Many have discussed practices that implicate the work-life balance, which may operate to screen out many women from particular jobs. We consider strategies such as the use of long hours and high wages, or substantial face time and high wages, to be special cases, as they directly implicate productivity. As we explain in Part II, for purposes of disproving Gary Becker&#8217;s theory, our hypotheticals presume all workers are equally productive. Cases that integrate productivity are important and doctrinally interesting, but we focus on the simplest examples in this Article and leave more complex cases for later works. <span class='footnotereverse'><a href='#fnref-1346-3'>&#8617;</a></span></li>
<li id='fn-1346-4'>In our full Article, we also provide examples that deal with sex, national origin, and religion. See Jonah Gelbach, Jonathan Klick, and Lesley Wexler, <em>Passive Discrimination:When Does It Make Sense to Pay Too Little?</em>, 76 U Chi L Rev 801, 822-27 (2008). <span class='footnotereverse'><a href='#fnref-1346-4'>&#8617;</a></span></li>
<li id='fn-1346-5'>As a general rule, if the amount the individual gives up now is represented by PV and the smallest amount the individual is willing to accept in compensation at the end of n periods is represented by FV, then the individual’s subjective discount rate per period is calculated as: i = {(FV/PV) ^ (1/n)} &#8211; 1. <span class='footnotereverse'><a href='#fnref-1346-5'>&#8617;</a></span></li>
<li id='fn-1346-6'>This does not mean, of course, that every individual of race Y is likely to exhibit a higher discount rate than every individual of race Z, but rather that the average discount rate among individuals of race Y will sometimes diverge from the average discount rate among individuals of race Z. <span class='footnotereverse'><a href='#fnref-1346-6'>&#8617;</a></span></li>
<li id='fn-1346-7'>See John T. Warner and Saul Pleeter, <em>The Personal Discount Rate: Evidence from Military Downsizing Programs</em>, 91 Am Econ Rev 33, 33-34 (2001). <span class='footnotereverse'><a href='#fnref-1346-7'>&#8617;</a></span></li>
<li id='fn-1346-8'>The various controls included sex, number of dependents, education level, wage level, benefit level, year of decision, age, years of service, geographic region, service branch, IQ score, and specialty controls. See id at 43-49. <span class='footnotereverse'><a href='#fnref-1346-8'>&#8617;</a></span></li>
<li id='fn-1346-9'>Id at table 4 and table 5. <span class='footnotereverse'><a href='#fnref-1346-9'>&#8617;</a></span></li>
<li id='fn-1346-10'>We make no general claim as to the validity of the empirical finding except to note the high quality of the research papers we cite finding this result. Further, we most certainly do not offer an explanation for why subjective discount rate heterogeneity may follow this pattern. <span class='footnotereverse'><a href='#fnref-1346-10'>&#8617;</a></span></li>
<li id='fn-1346-11'><em>McDonnell Douglas Corp v Green</em>, 411 US 792, 800 (1973). <span class='footnotereverse'><a href='#fnref-1346-11'>&#8617;</a></span></li>
<li id='fn-1346-12'>Title VII of the Civil Rights Act of 1964, 42 USC § 2000e-2(a)(1). <span class='footnotereverse'><a href='#fnref-1346-12'>&#8617;</a></span></li>
<li id='fn-1346-13'><em>International Brotherhood of Teamsters v United States</em>, 431 US 324, 335 n 15 (1977) (noting that &#8220;disparate treatment was the most obvious evil Congress had in mind when it enacted Title VII&#8221;). <span class='footnotereverse'><a href='#fnref-1346-13'>&#8617;</a></span></li>
<li id='fn-1346-14'>See, for example, <em>Marion v Slaughter Co</em>, 1999 WL 1267015, *6 (10th Cir) (observing that the existence of a segregated workplace is not per se a violation of Title VII). <span class='footnotereverse'><a href='#fnref-1346-14'>&#8617;</a></span></li>
<li id='fn-1346-15'><em>EEOC v Sears, Roebuck &amp; Co</em>, 839 F2d 302, 308 (7th Cir 1988) (citation omitted) (explaining that once the plaintiff has satisfied the initial burden, the burden shifts to the &#8220;employer to defeat the prima facie showing of a pattern or practice by demonstrating that the { } proof is either inaccurate or insignificant&#8221;). <span class='footnotereverse'><a href='#fnref-1346-15'>&#8617;</a></span></li>
<li id='fn-1346-16'>See <em>Hazelwood School District v United States</em>, 433 US 299, 307-08 (1977) (&#8220;Where gross statistical disparities can be shown, they alone may in a proper case constitute prima facie proof of a pattern or practice of discrimination.&#8221;). <span class='footnotereverse'><a href='#fnref-1346-16'>&#8617;</a></span></li>
<li id='fn-1346-17'>435 US 702 (1978). <span class='footnotereverse'><a href='#fnref-1346-17'>&#8617;</a></span></li>
<li id='fn-1346-18'>Id at 711. In <em>Manhart</em>, the defendant used mortality tables and its own experience to determine that the cost of a pension for the average retired female would be greater than for the average retired male. The city required female employees to make greater monthly contributions to the pension fund, which reduced the women&#8217;s take-home pay. Id at 705. <span class='footnotereverse'><a href='#fnref-1346-18'>&#8617;</a></span></li>
<li id='fn-1346-19'>Id at 708. Notably, the Court rejected the argument that facially equal deductions might impose a disparate impact on men who as a class were less likely to benefit as fully from the pension plan. Id at 708-09. <span class='footnotereverse'><a href='#fnref-1346-19'>&#8617;</a></span></li>
<li id='fn-1346-20'>431 US 324 (1977). <span class='footnotereverse'><a href='#fnref-1346-20'>&#8617;</a></span></li>
<li id='fn-1346-21'>See id at 339-40 (&#8220;{O}ur cases make it unmistakably clear that statistical analyses have served and will continue to serve an important role in cases in which the existence of discrimination is a disputed issue.&#8221;) (quotation marks omitted). See also <em>EEOC v Andrew Corp</em>, 1989 WL 32884, *14 (ND Ill). <span class='footnotereverse'><a href='#fnref-1346-21'>&#8617;</a></span></li>
<li id='fn-1346-22'>For a view that statistics alone are not compelling, see <em>Sears</em>, 839 F2d at 360 (Cudahy dissenting) (suggesting that &#8220;the EEOC as much as gave the case away by failing to produce any flesh and blood victims of discrimination. Regression statistics by themselves only demonstrate correlations between variables; to move from correlation to causation, there must be some independent theory about the causal relationships of the variables&#8221;). <span class='footnotereverse'><a href='#fnref-1346-22'>&#8617;</a></span></li>
<li id='fn-1346-23'>42 USC § 2000e-2(k)(1)(A)(i). <span class='footnotereverse'><a href='#fnref-1346-23'>&#8617;</a></span></li>
<li id='fn-1346-24'>See, for example, <em>Watson v Fort Worth Bank and Trust</em>, 487 US 977, 998-99 (1988). <span class='footnotereverse'><a href='#fnref-1346-24'>&#8617;</a></span></li>
<li id='fn-1346-25'>42 USC § 2000e-2(k)(1)(A)(ii) (providing that &#8220;{a}n unlawful employment practice based on disparate impact is established . . . {if} the complaining party makes the demonstration described . . . with respect to an alternative employment practice and the respondent refuses to adopt such alternative employment practice&#8221;). See, for example, <em>Albermarle Paper Co v Moody</em>, 422 US 405, 425 (1975). <span class='footnotereverse'><a href='#fnref-1346-25'>&#8617;</a></span></li>
<li id='fn-1346-26'>Fringe benefits cases under disparate impact have dealt with the exclusion of particular benefits, such as contraceptives or fertility treatments, rather than the decision to provide compensation in the form of fringe benefits. See Douglas Laycock, <em>Continuing Violations, Disparate Impact in Compensation, and Other Title VII Issues</em>, 49 L &amp; Contemp Probs 53, 54 (1986) (contending that the logical implication of <em>Manhart</em> is that &#8220;{t}here is no disparate impact liability in sex discrimination in compensation cases&#8221;). Though another possible reading might merely indicate that disparate impact analysis is only available to minorities and not men, or that where &#8220;disparate impact to one group results from avoiding disparate treatment of another, the practice is justified by a business necessity.&#8221; Charles A. Sullivan, <em>The World Turned Upside Down?: Disparate Impact Claims by White Males</em>, 98 Nw U L Rev 1505, 1530 (2004). <span class='footnotereverse'><a href='#fnref-1346-26'>&#8617;</a></span></li>
<li id='fn-1346-27'>435 US at 710 n 20 (citations omitted). <span class='footnotereverse'><a href='#fnref-1346-27'>&#8617;</a></span></li>
<li id='fn-1346-28'>967 F2d 1161 (7th Cir 1992). <span class='footnotereverse'><a href='#fnref-1346-28'>&#8617;</a></span></li>
<li id='fn-1346-29'>Id at 1163. The court noted that allowing such cuts to be eligible for disparate impact analysis &#8220;would mean that every time an employer made an across-the-board cut in wages or benefits he {would be} prima facie violating the age discrimination law. Practices so tenuously related to discrimination, so remote from the objectives of civil rights law, do not reach the prima facie threshold.&#8221; Id at 1165. <span class='footnotereverse'><a href='#fnref-1346-29'>&#8617;</a></span></li>
<li id='fn-1346-30'>Id at 1164-65. Judge Posner explained: &#8220;The concept of disparate impact was developed for the purpose of identifying situations where, through inertia or insensitivity, companies were following policies that gratuitously-needlessly-although not necessarily deliberately, excluded black or female workers from <em>equal employment opportunities</em>.&#8221; Id at 1164 (emphasis added). <em>Finnegan</em> is distinguishable from most of the passive discrimination we discuss, as it was both unintentional and was a response to economic pressures, rather than the original design of the compensation package. <span class='footnotereverse'><a href='#fnref-1346-30'>&#8617;</a></span></li>
<li id='fn-1346-31'>Many courts refer to the &#8220;lack of interest defense,&#8221; though defendants deploy this argument not as a formal affirmative defense, but as a way to rebut the inference of causation that is raised by statistical disparity. <span class='footnotereverse'><a href='#fnref-1346-31'>&#8617;</a></span></li>
<li id='fn-1346-32'>Courts have recognized the &#8220;lack of interest defense&#8221; as available even in pattern and practice cases that rely on the inexorable zero. See <em>EEOC v O &amp; G Spring and Wire Forms Specialty Co</em>, 38 F3d 872, 874 n 1 (7th Cir 1994). <span class='footnotereverse'><a href='#fnref-1346-32'>&#8617;</a></span></li>
<li id='fn-1346-33'>See, for example, <em>Sears</em>, 839 F2d at 313 (allowing defendant to use a variety of evidence to demonstrate that women are less interested in commission sales positions than men). <span class='footnotereverse'><a href='#fnref-1346-33'>&#8617;</a></span></li>
<li id='fn-1346-34'>See <em>Teamsters</em>, 431 US at 360 n 46. <span class='footnotereverse'><a href='#fnref-1346-34'>&#8617;</a></span></li>
<li id='fn-1346-35'>For example, in <em>Sears</em>, the EEOC claimed that Sears &#8220;engaged in a nationwide pattern or practice of discrimination against women . . . by failing to hire and promote females into commission sales positions on the same basis as males.&#8221; 839 F2d at 307. Although the EEOC presented statistical evidence that Sears was significantly less likely to hire female applicants, Sears rebutted the inference of discrimination by suggesting that female applicants themselves lacked interest in commission sales. The district court agreed and essentially found that &#8220;the company had merely honored the preexisting employment preferences of working women themselves.&#8221; Vicki Schultz and Stephen Petterson, <em>Race, Gender, Work, and Choice: An Empirical Study of the Lack of Interest Defense in Title VII Cases Challenging Job Segregation</em>, 59 U Chi L Rev 1073, 1077 (1992) (arguing that the validity of the lack of interest defense depends on the claim that women&#8217;s aversion to the position arose from social or cultural forces beyond the employer&#8217;s control). <span class='footnotereverse'><a href='#fnref-1346-35'>&#8617;</a></span></li>
<li id='fn-1346-36'>42 USC § 2000e-2(k)(1)(B)(ii). <span class='footnotereverse'><a href='#fnref-1346-36'>&#8617;</a></span></li>
<li id='fn-1346-37'>Of course, no such changes would be needed if cases of intentional passive discrimination are rare or adequately captured by pattern and practice claims and one is unconcerned with both unintentionally induced workplace segregation and group-based differences in perceived or actual compensation and fringe benefits so long as no individual discrimination exists. <span class='footnotereverse'><a href='#fnref-1346-37'>&#8617;</a></span></li>
</ol>
</div>
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		<title>Welcome to Legal Workshop</title>
		<link>http://legalworkshop.org/2009/03/01/secret</link>
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		<pubDate>Sun, 01 Mar 2009 08:01:16 +0000</pubDate>
		<dc:creator>New York University</dc:creator>
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		<description><![CDATA[Below is a brief introduction to the Legal Workshop project.  We hope you enjoy getting to know us, and we welcome your feedback.
&#160;
Mission:
The Legal Workshop website provides a single online forum for cutting-edge legal scholarship from the top law journals in the country.
The Legal Workshop features&#8230; <a class="readmore" href="http://legalworkshop.org/2009/03/01/secret" title="Read More">Read More <span>&#187;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Below is a brief introduction to the Legal Workshop project.  We hope you enjoy getting to know us, and we welcome your feedback.<br />
&nbsp;</p>
<h4><strong><span style="color: #000000;">Mission:</strong></span></h4>
<p>The Legal Workshop website provides a single online forum for cutting-edge legal scholarship from the top law journals in the country.</p>
<p>The Legal Workshop features “op-ed” versions of the articles published by the member journals. These concise and lively pieces are written for a generalist audience, combining the best elements of print and online publication.</p>
<p>Each Legal Workshop Editorial undergoes the same rigorous editorial treatment and quality screening as the journals’ print content, but readers are able to offer comments and esteemed academics have the option of submitting response pieces, which are checked for citations and substance.</p>
<p>By aggregating the work of multiple law reviews, The Legal Workshop is able to provide frequently updated content. New article-based content is posted every Monday and most Wednesdays and Fridays. The Legal Workshop provides a one-stop forum for readers wishing to stay abreast of contemporary legal scholarship.<br />
 </p>
<h4><span style="color: #000000;"><strong>Founding Members:</strong></span></h4>
<p>New York University Law Review<br />
Stanford Law Review<br />
Cornell Law Review<br />
Duke Law Journal<br />
Georgetown Law Journal<br />
Northwestern University Law Review<br />
University of Chicago Law Review<br />
 </p>
<h4><span style="color: #000000;"><strong>Acknowledgments:</strong></span></h4>
<p>The generous pro bono work of David Sando, an attorney with Skadden, Arps, Slate, Meagher &amp; Flom LLP, has been and continues to be essential to The Legal Workshop.</p>
<p>The idea for The Legal Workshop was originally conceived by Joe Ross, Volume 59 President of the Stanford Law Review. He and Erin Delaney, then Editor-in-Chief of the New York University Law Review, first solicited potential members for The Legal Workshop in the spring of 2007.</p>
<p>Editors at NYU and Stanford who have played a special role in carrying the torch include Thomas Haymore, Ben Kingsley, Matt Lawrence, Lincoln Mayer, Michael Montaño, Sam Nitze, Sean Nutall, and William Rawson.<br />
 </p>
<h4><span style="color: #000000;"><strong>Recommended Browsers:</strong></span></h4>
<p><strong>For Mac</strong>:&nbsp;&nbsp;Safari 3.2.1. and Firefox 3.0.8.<br />
<strong>For PC</strong>:&nbsp;&nbsp;Safari 3.2.2., Firefox 3.0.8., and Internet Explorer 8</p>
<p> </p>
<p>Thanks for visiting our new website.  We hope you enjoy it.</p>
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