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Attention Discrimination: Theory and Field Experiments

Author

Listed:
  • Vojtech Bartos
  • Michal Bauer
  • Julie Chytilova
  • Filip Matejka
Abstract
We link two important ideas: attention is scarce and a lack of information about an individual drives discrimination in selection decisions. We model how knowledge of ethnicity influences allocation of attention to available information about an applicant. When only a small share of applicants is accepted, negative stereotypes are predicted to lower attention, while the effect is opposite when most applicants are accepted. We test for such “attention discrimination” in two field experiments. We send emails responding to job offers and apartment-rental advertisements and monitor information acquisition, a new feature in this type of experiment. We vary the names of applicants to signal ethnicity and find that minority names are about half as likely to receive an invitation for an apartment viewing or a job interview. The novel finding is that minority names affect the likelihood of resumes being read on the labor market as well as an applicant’s personal website being inspected on the housing market, but the effects are opposite across the two markets. These results support the model's assumption of endogenous attention, which magnifies the role of prior beliefs in discrimination. The model implies persistence of discrimination in selection decisions, even if information about individuals is available and there are no differences in preferences, lower returns to employment qualifications for negatively stereotyped groups, and for policy, the important role of the timing of when a group attribute is revealed.

Suggested Citation

  • Vojtech Bartos & Michal Bauer & Julie Chytilova & Filip Matejka, 2013. "Attention Discrimination: Theory and Field Experiments," CERGE-EI Working Papers wp499, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
  • Handle: RePEc:cer:papers:wp499
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    References listed on IDEAS

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    1. Bursell, Moa, 2007. "What's in a name? A field experiment test for the existence of ethnic discrimination in the hiring process," SULCIS Working Papers 2007:7, Stockholm University, Linnaeus Center for Integration Studies - SULCIS.
    2. Kevin Lang, 1986. "A Language Theory of Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(2), pages 363-382.
    3. Hanson, Andrew & Hawley, Zackary, 2011. "Do landlords discriminate in the rental housing market? Evidence from an internet field experiment in US cities," Journal of Urban Economics, Elsevier, vol. 70(2-3), pages 99-114, September.
    4. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    5. Bartosz Mackowiak & Mirko Wiederholt, 2009. "Optimal Sticky Prices under Rational Inattention," American Economic Review, American Economic Association, vol. 99(3), pages 769-803, June.
    6. John Yinger, 1998. "Evidence on Discrimination in Consumer Markets," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 23-40, Spring.
    7. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
    8. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, December.
    9. Woodford, Michael, 2009. "Information-constrained state-dependent pricing," Journal of Monetary Economics, Elsevier, vol. 56(S), pages 100-124.
    10. P. A. Riach & J. Rich, 2002. "Field Experiments of Discrimination in the Market Place," Economic Journal, Royal Economic Society, vol. 112(483), pages 480-518, November.
    11. Roland G. Fryer & Steven D. Levitt, 2004. "The Causes and Consequences of Distinctively Black Names," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(3), pages 767-805.
    12. Xavier Gabaix & David Laibson & Guillermo Moloche & Stephen Weinberg, 2006. "Costly Information Acquisition: Experimental Analysis of a Boundedly Rational Model," American Economic Review, American Economic Association, vol. 96(4), pages 1043-1068, September.
    13. Uri Gneezy & John List & Michael K. Price, 2012. "Toward an Understanding of Why People Discriminate: Evidence from a Series of Natural Field Experiments," NBER Working Papers 17855, National Bureau of Economic Research, Inc.
    14. Oriana Bandiera & Iwan Barankay & Imran Rasul, 2011. "Field Experiments with Firms," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 63-82, Summer.
    15. Stijn Van Nieuwerburgh & Laura Veldkamp, 2010. "Information Acquisition and Under-Diversification," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 779-805.
    16. Costa-Gomes, Miguel & Crawford, Vincent P & Broseta, Bruno, 2001. "Cognition and Behavior in Normal-Form Games: An Experimental Study," Econometrica, Econometric Society, vol. 69(5), pages 1193-1235, September.
    17. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    18. Filip Matejka & Christopher A. Sims, 2011. "Discrete Actions in Information-Constrained Tracking Problems," CERGE-EI Working Papers wp441, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    19. List, John A. & Rasul, Imran, 2011. "Field Experiments in Labor Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 2, pages 103-228, Elsevier.
    20. Filip Matejka & Alisdair McKay, 2012. "Simple Market Equilibria with Rationally Inattentive Consumers," American Economic Review, American Economic Association, vol. 102(3), pages 24-29, May.
    21. Ahmed, Ali M. & Hammarstedt, Mats, 2008. "Discrimination in the rental housing market: A field experiment on the Internet," Journal of Urban Economics, Elsevier, vol. 64(2), pages 362-372, September.
    22. Marianne Bertrand & Dolly Chugh & Sendhil Mullainathan, 2005. "Implicit Discrimination," American Economic Review, American Economic Association, vol. 95(2), pages 94-98, May.
    23. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    24. Olof Åslund & Oskar Nordströum Skans, 2012. "Do Anonymous Job Application Procedures Level the Playing Field?," ILR Review, Cornell University, ILR School, vol. 65(1), pages 82-107, January.
    25. Cecilia Rouse & Claudia Goldin, 2000. "Orchestrating Impartiality: The Impact of "Blind" Auditions on Female Musicians," American Economic Review, American Economic Association, vol. 90(4), pages 715-741, September.
    26. Kevin Lang & Jee-Yeon K. Lehmann, 2012. "Racial Discrimination in the Labor Market: Theory and Empirics," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 959-1006, December.
    27. John A. List, 2004. "The Nature and Extent of Discrimination in the Marketplace: Evidence from the Field," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 49-89.
    28. Diamond, Peter A., 1971. "A model of price adjustment," Journal of Economic Theory, Elsevier, vol. 3(2), pages 156-168, June.
    29. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    30. Cornell, Bradford & Welch, Ivo, 1996. "Culture, Information, and Screening Discrimination," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 542-571, June.
    31. David Card & Stefano DellaVigna & Ulrike Malmendier, 2011. "The Role of Theory in Field Experiments," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 39-62, Summer.
    32. Bosch, Mariano & Carnero, M. Angeles & Farré, Lídia, 2010. "Information and discrimination in the rental housing market: Evidence from a field experiment," Regional Science and Urban Economics, Elsevier, vol. 40(1), pages 11-19, January.
    33. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    34. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
    35. Dennis J. Aigner & Glen G. Cain, 1977. "Statistical Theories of Discrimination in Labor Markets," ILR Review, Cornell University, ILR School, vol. 30(2), pages 175-187, January.
    36. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
    37. repec:feb:artefa:0109 is not listed on IDEAS
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    1. Marianne Bertrand & Esther Duflo, 2016. "Field Experiments on Discrimination," NBER Working Papers 22014, National Bureau of Economic Research, Inc.

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    More about this item

    Keywords

    inattention; discrimination; field experiment; information acquisition monitoring;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

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