This file is part of IDEAS, which uses RePEc data


[ Papers | Articles | Software | Books | Chapters | Authors | Institutions | JEL Classification | NEP reports | Search | New papers by email | Author registration | Rankings | Volunteers | FAQ | Blog | Help! ]

What Is Known about Testing for Discrimination: Lessons Learned by Comparing across Different Markets

Author info | Abstract | Publisher info | Download info | Related research | Statistics
Author Info
Stephen L. Ross (University of Connecticut)

Additional information is available for the following registered author(s):

Abstract

The paper provides a fairly comprehensive examination of recent empirical work on discrimination within economics. The three major analytical approaches considered are traditional regression analysis of outcomes, paired testing or audits, and finally analysis of performance where higher group performance suggests that a group has been treated disfavorably. The review covers research in the labor, credit, and consumption markets, as well as recent studies of discrimination within the legal system. The review suggests that the validity of interpreting observed racial differences as discrimination depends heavily on whether the analysis is based on a sample that is representative of a population of individuals or households or based on a sample of market transactions, as well as the analyst?s ability to control for heterogeneity within that sample. Heterogeneous firm behavior and differentiated products, such as those found in labor and housing markets, also can confound empirical analyses of discrimination by confusing the allocation of individuals across firms or products with disparate treatment or by ignoring disparate impacts that might arise based on that allocation.

Download Info
To download:

If you experience problems downloading a file, check if you have the proper application to view it first. Information about this may be contained in the File-Format links below. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.econ.uconn.edu/working/2003-21R.pdf
File Format: application/pdf
File Function: Revised version
Download Restriction: no
File URL: http://www.econ.uconn.edu/working/2003-21.pdf
File Format: application/pdf
File Function: Original version
Download Restriction: no

Publisher Info
Paper provided by University of Connecticut, Department of Economics in its series Working papers with number 2003-21.

Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Length: 90 pages
Date of creation: Aug 2003
Date of revision: Nov 2003
Handle: RePEc:uct:uconnp:2003-21

Contact details of provider:
Postal: University of Connecticut 341 Mansfield Road, Unit 1063 Storrs, CT 06269-1063
Phone: (860) 486-4889
Fax: (860) 486-4463
Web page: http://www.econ.uconn.edu/
More information through EDIRC

For technical questions regarding this item, or to correct its listing, contact: (Christian Zimmermann).

Related research
Keywords:

Other versions of this item:

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Stefan Szymanski, 2000. "A Market Test for Discrimination in the English Professional Soccer Leagues," Journal of Political Economy, University of Chicago Press, vol. 108(3), pages 590-603, June. [Downloadable!] (restricted)
  2. Margery Austin Turner & Stephen L. Ross, 2003. "Housing Discrimination in Metropolitan America: Findings from the Latest National Paired Testing Study," Working papers 2003-08, University of Connecticut, Department of Economics, revised May 2004. [Downloadable!]
  3. Richard L. Peterson, 1981. "An Investigation of Sex Discrimination in Commercial Banks' Direct Consumer Lending," Bell Journal of Economics, The RAND Corporation, vol. 12(2), pages 547-561, Autumn. [Downloadable!] (restricted)
  4. Bound, John & Holzer, Harry J, 1993. "Industrial Shifts, Skills Levels, and the Labor Market for White and Black Males," The Review of Economics and Statistics, MIT Press, vol. 75(3), pages 387-96, August. [Downloadable!] (restricted)
    Other versions:
  5. King, A Thomas & Mieszkowski, Peter, 1973. "Racial Discrimination, Segregation, and the Price of Housing," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 590-606, May-June. [Downloadable!] (restricted)
  6. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-61, September. [Downloadable!] (restricted)
  7. Harry Holzer & David Neumark, 2000. "Assessing Affirmative Action," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 483-568, September. [Downloadable!] (restricted)
    Other versions:
  8. Michael Conlin & Patrick M. Emerson, 2006. "Discrimination in Hiring Versus Retention and Promotion: An Empirical Analysis of Within-Firm Treatment of Players in the NFL," Journal of Law, Economics and Organization, Oxford University Press, vol. 22(1), pages 115-136, April. [Downloadable!] (restricted)
  9. Berkovec, James A, et al, 1994. "Race, Redlining, and Residential Mortgage Loan Performance," The Journal of Real Estate Finance and Economics, Springer, vol. 9(3), pages 263-94, November.
  10. Charles F. Manski, 2000. "Economic Analysis of Social Interactions," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 115-136, Summer. [Downloadable!] (restricted)
    Other versions:
  11. Robert Avery & Patricia Beeson & Paul Calem, 1997. "Using HMDA Data as a Regulatory Screen for Fair Lending Compliance," Journal of Financial Services Research, Springer, vol. 11(1), pages 9-42, February. [Downloadable!] (restricted)
  12. William Rodgers & William Spriggs, 1996. "What does the AFQT really measure: Race, wages, schooling and the AFQT score," The Review of Black Political Economy, Springer, vol. 24(4), pages 13-46, June. [Downloadable!] (restricted)
  13. John J. Donohue III & Steven D. Levitt, 1998. "The Impact of Race on Policing, Arrest Patterns, and Crime," NBER Working Papers 6784, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  14. Kahn, Lawrence M & Sherer, Peter D, 1988. "Racial Differences in Professional Basketball Players' Compensation," Journal of Labor Economics, University of Chicago Press, vol. 6(1), pages 40-61, January. [Downloadable!] (restricted)
  15. Kiel, Katherine A. & Zabel, Jeffrey E., 1996. "House Price Differentials in U.S. Cities: Household and Neighborhood Racial Effects," Journal of Housing Economics, Elsevier, vol. 5(2), pages 143-165, June. [Downloadable!] (restricted)
  16. Heckman, James J, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-16, Spring. [Downloadable!] (restricted)
  17. David M. Cutler & Edward L. Glaeser & Jacob L. Vigdor, 1999. "The Rise and Decline of the American Ghetto," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 455-506, June. [Downloadable!] (restricted)
    Other versions:
  18. John Knowles & Nicola Persico & Petra Todd, 2001. "Racial Bias in Motor Vehicle Searches: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 109(1), pages 203-232, February. [Downloadable!] (restricted)
    Other versions:
  19. Leibowitz, A. & Klerman, J.A., 1995. "Explaining Changes in Married Mothers'Employment Over Time," Papers 95-13, RAND - Reprint Series.
  20. Stephen L Ross, 2000. "Mortgage Lending, Sample Selection and Default," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 28(4), pages 581-621. [Downloadable!] (restricted)
  21. Brown, Charles & Corcoran, Mary, 1997. "Sex-Based Differences in School Content and the Male-Female Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 15(3), pages 431-65, July. [Downloadable!] (restricted)
    Other versions:
  22. Mitchell Stengel & Dennis Glennon, 1999. "Evaluating Statistical Models of Mortgage Lending Discrimination: A Bank-Specific Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(2), pages 299-334. [Downloadable!] (restricted)
  23. Harry J. Holzer & Keith R. Ihlanfeldt, 1998. "Customer Discrimination And Employment Outcomes For Minority Workers," The Quarterly Journal of Economics, MIT Press, vol. 113(3), pages 835-867, August. [Downloadable!] (restricted)
    Other versions:
  24. Card, David & Krueger, Alan B, 1992. "School Quality and Black-White Relative Earnings: A Direct Assessment," The Quarterly Journal of Economics, MIT Press, vol. 107(1), pages 151-200, February. [Downloadable!] (restricted)
    Other versions:
  25. Ayres, Ian & Siegelman, Peter, 1995. "Race and Gender Discrimination in Bargaining for a New Car," American Economic Review, American Economic Association, vol. 85(3), pages 304-21, June. [Downloadable!] (restricted)
  26. Epple, Dennis, 1987. "Hedonic Prices and Implicit Markets: Estimating Demand and Supply Functions for Differentiated Products," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 59-80, February. [Downloadable!] (restricted)
  27. Goldberg, Pinelopi Koujianou, 1996. "Dealer Price Discrimination in New Car Purchases: Evidence from the Consumer Expenditure Survey," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 622-54, June. [Downloadable!] (restricted)
  28. Borooah, Vani K., 2001. "Racial bias in police stops and searches: an economic analysis," European Journal of Political Economy, Elsevier, vol. 17(1), pages 17-37, March. [Downloadable!] (restricted)
  29. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-95, October. [Downloadable!] (restricted)
    Other versions:
  30. Judith K. Hellerstein & David Neumark & Kenneth R. Troske, 1997. "Market Forces and Sex Discrimination," NBER Working Papers 6321, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  31. Black, Harold & Schweitzer, Robert L & Mandell, Lewis, 1978. "Discrimination in Mortgage Lending," American Economic Review, American Economic Association, vol. 68(2), pages 186-91, May. [Downloadable!] (restricted)
  32. Graddy, Kathryn, 1997. "Do Fast-Food Chains Price Discriminate on the Race and Income Characteristics of an Area?," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(4), pages 391-401, October.
  33. Lynn Elaine Browne & Geoffrey M.B. Tootell, 1995. "Mortgage lending in Boston: a response to the critics," New England Economic Review, Federal Reserve Bank of Boston, issue Sep, pages 53-78. [Downloadable!]
  34. Altonji, Joseph G, 1993. "The Demand for and Return to Education When Education Outcomes Are Uncertain," Journal of Labor Economics, University of Chicago Press, vol. 11(1), pages 48-83, January. [Downloadable!] (restricted)
    Other versions:
  35. Gottschalk, Peter, 1997. "Inequality, Income Growth, and Mobility: The Basic Facts," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 21-40, Spring. [Downloadable!] (restricted)
  36. Chambers, Daniel N., 1992. "The racial housing price differential and racially transitional neighborhoods," Journal of Urban Economics, Elsevier, vol. 32(2), pages 214-232, September. [Downloadable!] (restricted)
  37. James A. Berkovec & Glenn B. Canner & Stuart A. Gabriel & Timothy H. Hannan, 1994. "Race, redlining, and residential mortgage loan performance," Proceedings, Federal Reserve Bank of Philadelphia, pages 263-298.
  38. James Johnson & Elisa Bienenstock & Jennifer Stoloff, 1995. "An empirical test of the cultural capital hypothesis," The Review of Black Political Economy, Springer, vol. 23(4), pages 7-27, June. [Downloadable!] (restricted)
  39. Song Han, 2004. "Discrimination in Lending: Theory and Evidence," The Journal of Real Estate Finance and Economics, Springer, vol. 29(1), pages 5-46, 07. [Downloadable!]
  40. Card, David & Lemieux, Thomas, 1996. "Wage dispersion, returns to skill, and black-white wage differentials," Journal of Econometrics, Elsevier, vol. 74(2), pages 319-361, October. [Downloadable!] (restricted)
    Other versions:
  41. Roychoudhury, Canopy & Goodman, Allen C., 1992. "An ordered probit model for estimating racial discrimination through fair housing audits," Journal of Housing Economics, Elsevier, vol. 2(4), pages 358-373, December. [Downloadable!] (restricted)
  42. James A. Berkovec & Glenn B. Canner & Stuart A. Gabriel & Timothy H. Hannan, 1998. "Discrimination, Competition, And Loan Performance In Fha Mortgage Lending," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 241-250, May. [Downloadable!] (restricted)
  43. Becker, Gary S, 1993. "Nobel Lecture: The Economic Way of Looking at Behavior," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 385-409, June. [Downloadable!] (restricted)
  44. Yinger, John, 1997. "Cash in Your Face: The Cost of Racial and Ethnic Discrimination in Housing," Journal of Urban Economics, Elsevier, vol. 42(3), pages 339-365, November. [Downloadable!] (restricted)
  45. Kenney, Genevieve M & Wissoker, Douglas A, 1994. "An Analysis of the Correlates of Discrimination Facing Young Hispanic Job-Seekers," American Economic Review, American Economic Association, vol. 84(3), pages 674-83, June. [Downloadable!] (restricted)
  46. Munnell, Alicia H. & Geoffrey M. B. Tootell & Lynn E. Browne & James McEneaney, 1996. "Mortgage Lending in Boston: Interpreting HMDA Data," American Economic Review, American Economic Association, vol. 86(1), pages 25-53, March.
    Other versions:
  47. O'Neill, June, 1990. "The Role of Human Capital in Earnings Differences between Black and White Men," Journal of Economic Perspectives, American Economic Association, vol. 4(4), pages 25-45, Fall. [Downloadable!] (restricted)
  48. Courant, Paul N., 1978. "Racial prejudice in a search model of the urban housing market," Journal of Urban Economics, Elsevier, vol. 5(3), pages 329-345, July. [Downloadable!] (restricted)
  49. Hellerstein, Judith K & Neumark, David, 1999. "Sex, Wages, and Productivity: An Empirical Analysis of Israeli Firm-Level Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(1), pages 95-123, February.
    Other versions:
  50. Stephen L. Ross & John Yinger, 2002. "The Color of Credit: Mortgage Discrimination, Research Methodology, and Fair-Lending Enforcement," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262182289, January.
  51. Racine, J. & Rilstone, P., 1992. "The Reverse Regression Problem: Statistical Paradox or Artifact of Misspecification," Papers 9204, Laval - Recherche en Politique Economique.
    Other versions:
  52. repec:rus:hseeco:9982 is not listed on IDEAS
  53. Crawford, Gordon W & Rosenblatt, Eric, 1999. "Differences in the Cost of Mortgage Credit Implications for Discrimination," The Journal of Real Estate Finance and Economics, Springer, vol. 19(2), pages 147-59, September. [Downloadable!] (restricted)
  54. Kenneth Arrow, 1971. "The Theory of Discrimination," Working Papers 403, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
  55. Juhn, Chinhui, 1992. "Decline of Male Labor Market Participation: The Role of Declining Market Opportunities," The Quarterly Journal of Economics, MIT Press, vol. 107(1), pages 79-121, February. [Downloadable!] (restricted)
  56. Cameron, Stephen V & Heckman, James J, 1993. "The Nonequivalence of High School Equivalents," Journal of Labor Economics, University of Chicago Press, vol. 11(1), pages 1-47, January. [Downloadable!] (restricted)
    Other versions:
  57. Darity, William A, Jr & Mason, Patrick L, 1998. "Evidence on Discrimination in Employment: Codes of Color, Codes of Gender," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 63-90, Spring. [Downloadable!] (restricted)
  58. Duca, John V. & Rosenthal, Stuart S., 1994. "Borrowing constraints and access to owner-occupied housing," Regional Science and Urban Economics, Elsevier, vol. 24(3), pages 301-322, June. [Downloadable!] (restricted)
  59. Marsha Courchane & David Nickerson, 1997. "Discrimination Resulting from Overage Practices," Journal of Financial Services Research, Springer, vol. 11(1), pages 133-151, February. [Downloadable!] (restricted)
  60. Joseph G. Altonji & James R. Spletzer, 1991. "Worker characteristics, job characteristics, and the receipt of on-the-job training," Industrial and Labor Relations Review, ILR Review, ILR School, Cornell University, vol. 45(1), pages 58-79, October.
  61. Wood, Robert G & Corcoran, Mary E & Courant, Paul N, 1993. "Pay Differences among the Highly Paid: The Male-Female Earnings Gap in Lawyers' Salaries," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 417-41, July. [Downloadable!] (restricted)
  62. Gyourko, Joseph & Linneman, Peter & Wachter, Susan, 1999. "Analyzing the Relationships among Race, Wealth, and Home Ownership in America," Journal of Housing Economics, Elsevier, vol. 8(2), pages 63-89, June. [Downloadable!] (restricted)
  63. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July. [Downloadable!] (restricted)
  64. Page Marianne, 1995. "Racial and Ethnic Discrimination in Urban Housing Markets: Evidence from a Recent Audit Study," Journal of Urban Economics, Elsevier, vol. 38(2), pages 183-206, September. [Downloadable!] (restricted)
  65. Ondrich, Jan & Stricker, Alex & Yinger, John, 1999. "Do Landlords Discriminate? The Incidence and Causes of Racial Discrimination in Rental Housing Markets," Journal of Housing Economics, Elsevier, vol. 8(3), pages 185-204, September. [Downloadable!] (restricted)
  66. Kerwin Kofi Charles & Erik Hurst, 2002. "The Transition To Home Ownership And The Black-White Wealth Gap," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 281-297, May. [Downloadable!] (restricted)
  67. Schafer, Robert, 1979. "Racial discrimination in the Boston housing market," Journal of Urban Economics, Elsevier, vol. 6(2), pages 176-196, April. [Downloadable!] (restricted)
  68. Juhn, Chinhui & Murphy, Kevin M, 1997. "Wage Inequality and Family Labor Supply," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 72-97, January. [Downloadable!] (restricted)
    Other versions:
  69. Hellerstein, Judith K & Neumark, David & Troske, Kenneth R, 1999. "Wages, Productivity, and Worker Characteristics: Evidence from Plant-Level Production Functions and Wage Equations," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 409-46, July. [Downloadable!] (restricted)
    Other versions:
  70. Goldsmith, Arthur H & Veum, Jonathan R & Darity, William, Jr, 1997. "The Impact of Psychological and Human Capital on Wages," Economic Inquiry, Oxford University Press, vol. 35(4), pages 815-29, October.
Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Dhammika Dharmapala & Stephen Ross, 2004. "Racial Bias in Motor Vehicle Searches: Additional Theory and Evidence," Contributions to Economic Analysis & Policy, Berkeley Electronic Press, vol. 3(1), pages 1310-1310. [Downloadable!] (restricted)
    Other versions:
  2. John J. Donohue III, 2005. "The Law and Economics of Antidiscrimination Law," NBER Working Papers 11631, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  3. Shamena Anwar & Hanming Fang, 2005. "An Alternative Test of Racial Prejudice in Motor Vehicle Searches: Theory and Evidence," NBER Working Papers 11264, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  4. John M. Clapp & Stephen L. Ross, 2001. "Schools and housing markets: an examination of school segregation and performance in Connecticut," Proceedings, Federal Reserve Bank of Chicago, issue Apr. [Downloadable!]
    Other versions:
Statistics
Access and download statistics

Did you know? RePEc and its associated services are free for contributors and users, and do not accept any advertising.

This page was last updated on 2009-10-28.


This information is provided to you by IDEAS at the Department of Economics, College of Liberal Arts and Sciences, University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics.