Studying Discrimination: Fundamental Challenges and Recent Progress

We discuss research on discrimination against blacks and other racial minorities in labor market outcomes, highlighting fundamental challenges faced by empirical work in this area. Specifically, for work devoted to measuring whether and how much discrimination exists, we discuss how the absence of relevant data, the potential noncomparability of blacks and whites, and various conceptual concerns peculiar to race may frustrate or render impossible the application of empirical methods used in other areas of study. For work seeking to arbitrate empirically between the two main alternative theoretical explanations for such discrimination as it exists, we distinguish between indirect analyses, which do not directly study the variation in prejudice or the variation in information, the mechanisms at the heart of the two types of models we review, and direct analyses, which are more recent and much less common. We highlight problems with both approaches. Throughout, we discuss recent work, which, the various challenges notwithstanding, permits tentative conclusions about discrimination. We conclude by pointing to areas that might be fruitful avenues for future investigation.

[1]  D. Harris,et al.  Who is Multiracial? Assessing the Complexity of Lived Race , 2002, American Sociological Review.

[2]  Calculation of approximate variances for wage decomposition differentials , 1998 .

[3]  R. Fairlie,et al.  The Emergence, Persistence, and Recent Widening of the Racial Unemployment Gap , 1999 .

[4]  J. Knowles,et al.  Racial Bias in Motor Vehicle Searches: Theory and Evidence , 1999, Journal of Political Economy.

[5]  Rebecca M. Blank,et al.  Chapter 48 Race and gender in the labor market , 1999 .

[6]  W. Darity,et al.  From Dark to Light: Skin Color and Wages Among African-Americans , 2007, The Journal of Human Resources.

[7]  Robert S Gibbons,et al.  Learning and Wage Dynamics , 1991 .

[8]  David Neumark,et al.  Employers' Discriminatory Behavior and the Estimation of Wage Discrimination , 1987 .

[9]  Lars Lefgren,et al.  A Note on Longitudinally Matching Current Population Survey (CPS) Respondents , 1999 .

[10]  J. C. Brown,et al.  The Anatomy of Racial Inequality , 2003 .

[11]  W. Spriggs The Effect of Federal Contractor Status on Racial Differences in Establishment-Level Employment Shares: 1979-1992 , 1996 .

[12]  A. Greenwald,et al.  Measuring individual differences in implicit cognition: the implicit association test. , 1998, Journal of personality and social psychology.

[13]  George A. Akerlof,et al.  Economics and Identity , 2000 .

[14]  Jonathan Guryan,et al.  Prejudice and Wages: An Empirical Assessment of Becker’s The Economics of Discrimination , 2008, Journal of Political Economy.

[15]  Gary S. Becker,et al.  The Economics of Discrimination. , 1972 .

[16]  Joshua C. Pinkston A Test of Screening Discrimination with Employer Learning , 2006 .

[17]  Andrew M. Penner,et al.  The Race of a Criminal Record: How Incarceration Colors Racial Perceptions , 2010 .

[18]  Fabian Lange,et al.  The Speed of Employer Learning , 2007, Journal of Labor Economics.

[19]  Thomas C. Schelling,et al.  Dynamic models of segregation , 1971 .

[20]  N. Persico,et al.  Racial Profiling? Detecting Bias Using Statistical Evidence , 2009 .

[21]  J. Heckman,et al.  The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior , 2006, Journal of Labor Economics.

[22]  David Kjellberg Measuring Expectations , 1999, Identification Problems in the Social Sciences.

[23]  June O'Neill,et al.  The Role of Human Capital in Earnings Differences between Black and White Men , 1990 .

[24]  taste-based discrimination , 2009 .

[25]  Hanming Fang,et al.  Toward an Economic Theory of Dysfunctional Identity , 2004 .

[26]  David Card,et al.  Tipping and the Dynamics of Segregation , 2007 .

[27]  James J. Heckman,et al.  The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior , 2006 .

[28]  J. Yinger,et al.  Measuring racial discrimination with fair housing audits: caught in the Act. , 1986 .

[29]  K. Arrow The Theory of Discrimination , 1971 .

[30]  Joseph P. Lupton,et al.  Accounting for the Black–White Wealth Gap , 2001 .

[31]  Burt S. Barnow,et al.  Issues in the Analysis of Selectivity Bias. Discussion Papers. Revised. , 1980 .

[32]  Leslie S. Stratton Racial Differences in Men's Unemployment , 1993 .

[33]  Kevin Lang,et al.  A Language Theory of Discrimination , 1986 .

[34]  G. Cain Chapter 13 The economic analysis of labor market discrimination: A survey , 1986 .

[35]  A. Blinder Wage Discrimination: Reduced Form and Structural Estimates , 1973 .

[36]  C. Snipp,et al.  Racial Measurement in the American Census: Past Practices and Implications for the Future , 2003 .

[37]  James J. Heckman,et al.  Labor Market Discrimination and Racial Differences in Premarket Factors* , 2003, The Journal of Law and Economics.

[38]  Rebecca M. Blank,et al.  Race and gender in the labor market , 1999 .

[39]  D. Aigner,et al.  Statistical Theories of Discrimination in Labor Markets , 1977 .

[40]  Nan L. Maxwell,et al.  The Effect on Black-White Wage Differences of Differences in the Quantity and Quality of Education , 1994 .

[41]  Jeffrey T. Grogger,et al.  Speech Patterns and Racial Wage Inequality , 2008, The Journal of Human Resources.

[42]  Jacob L. Vigdor The New Promised Land: Black-White Convergence in the American South, 1960-2000 , 2006 .

[43]  J. Dinardo,et al.  Preliminary and incomplete Comments welcome First draft : November 28 , 2001 Before and After Financial Liberalization , 2002 .

[44]  David Card,et al.  School Quality and Black-White Relative Earnings: A Direct Assessment , 1991 .

[45]  Masaru Sasaki An Equilibrium Search Model with Coworker Discrimination , 1999, Journal of Labor Economics.

[46]  Joane Nagel American Indian ethnic renewal : politics and the resurgence of identity , 1995 .

[47]  Z. Eckstein,et al.  Discrimination and Skill Differences in an Equilibrium Search Model , 2002 .

[48]  G. Āllport The Nature of Prejudice , 1954 .

[49]  J. Heckman Detecting Discrimination , 1998 .

[50]  J. List The nature and extent of discrimination in the marketplace: Evidence from the field , 2004 .

[51]  Peter S. Arcidiacono,et al.  Beyond Signaling and Human Capital: Education and the Revelation of Ability , 2008 .

[52]  Dan A. Black,et al.  Discrimination in an Equilibrium Search Model , 1995, Journal of Labor Economics.

[53]  W. Darity,et al.  Explaining differences in economic performance among racial and ethnic groups in the USA: The data examined , 1996 .

[54]  Sarath Sanga Reconsidering Racial Bias in Motor Vehicle Searches: Theory and Evidence , 2009, Journal of Political Economy.

[55]  Stephen Coate,et al.  Will Affirmative-Action Policies Eliminate Negative Stereotypes? , 1993 .

[56]  David H. Autor,et al.  Does Job Testing Harm Minority Workers? Evidence from Retail Establishments , 2008 .

[57]  David Neumark,et al.  Sex Discrimination in Restaurant Hiring: An Audit Study , 1995 .

[58]  J. Heckman,et al.  The Economics and Econometrics of Active Labor Market Programs , 1999 .

[59]  Yona Rubinstein,et al.  Pride and prejudice: using ethnic-sounding names and inter-ethnic marriages to identify labor market discrimination , 2012 .

[60]  Ian F. Haney-López Social Construction of Race: Some Observations on Illusion, Fabrication, and Choice, The , 1994 .

[61]  Derek A. Neal Chapter 9 Why Has Black–White Skill Convergence Stopped? , 2006 .

[62]  W. Darity,et al.  Evidence on Discrimination in Employment: Codes of Color, Codes of Gender , 1998 .

[63]  M. Goldberg Discrimination, Nepotism, and Long-Run Wage Differentials , 1982 .

[64]  James J. Heckman,et al.  The Urban Institute Audit Studies: Their Methods and Findings , 1993 .

[65]  J. Heckman,et al.  Continuous Versus Episodic Change: The Impact of Civil Rights Policy on the Economic Status of Blacks , 1991 .

[66]  Muzafer Sherif,et al.  The Robbers Cave experiment : intergroup conflict and cooperation , 1988 .

[67]  C. Goldin,et al.  Orchestrating Impartiality: The Impact of "Blind" Auditions on Female Musicians , 1997 .

[68]  Peter Arcidiacono,et al.  Games and Discrimination: Lessons from the Weakest Link , 2003 .

[69]  H. Tajfel Human Groups and Social Categories: Studies in Social Psychology , 1981 .

[70]  Jonathan Levin,et al.  The Dynamics of Collective Reputation , 2009 .

[71]  Richard Startz,et al.  Private Discrimination and Social Intervention in Competitive Labor Markets , 1983 .

[72]  E. Phelps The Statistical Theory of Racism and Sexism , 1972 .

[73]  C. Pierret,et al.  Employer Learning and Statistical Discrimination , 1997 .

[74]  R. Freeman,et al.  What Went Wrong? The Erosion of Relative Earnings and Employment Among Young Black Men in the 1980s , 1991 .

[75]  D. Neal,et al.  Why Has Black-White Skill Convergence Stopped? , 2005 .

[76]  William R. Johnson,et al.  The Role of Premarket Factors in Black-White Wage Differences , 1996, Journal of Political Economy.

[77]  Finis Welch,et al.  Black Economic Progress after Myrdal , 1989 .

[78]  Roland G. Fryer Belief Flipping in a Dynamic Model of Statistical Discrimination , 2006 .

[79]  J. Dinardo,et al.  Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach , 1996 .

[80]  Greg J. Duncan,et al.  Work History, Labor Force Attachment, and Earnings Differences between the Races and Sexes , 1979 .

[81]  Steven D. Levitt,et al.  The Causes and Consequences of Distinctively Black Names , 2003 .

[82]  Glenn C. Loury Racial Stigma: Toward a New Paradigm for Discrimination Theory , 2003 .

[83]  Ronald L. Oaxaca,et al.  On discrimination and the decomposition of wage differentials , 1994 .

[84]  Kevin Lang,et al.  Racial Discrimination in Labor Markets with Posted Wage Offers , 2005 .