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What is the Right Profile for Getting a Job? A Stated Choice Experiment of the Recruitment Process

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  • Eriksson, Stefan

    (Uppsala University)

  • Johansson, Per

    (Uppsala University)

  • Langenskiöld, Sophie

    (IFAU)

Abstract

We study the recruitment behavior of Swedish employers using data from a stated choice experiment. In the experiment, the employers are first asked to describe an employee who recently and voluntarily left the firm, and then to choose between two hypothetical applicants to invite to a job interview or to hire as a replacement for their previous employee. The two applicants differ with respect to characteristics such as gender, age, education, experience, ethnicity, religious beliefs, family situation, weight, and health. Our results show that employers discriminate against applicants who are old, non-European, Muslim, Jewish, obese, have several children, or have a history of sickness absence. Moreover, increasing the firms' cost of uncertainty in hiring – through more firm co-payment in the sickness benefit system – may reduce hiring, but does not affect the degree of discrimination. Also, there are only small differences in the degree of discrimination between different types of recruiters and firms. Overall, our results suggest that the discrimination, at least partially, should reflect statistical discrimination.

Suggested Citation

  • Eriksson, Stefan & Johansson, Per & Langenskiöld, Sophie, 2012. "What is the Right Profile for Getting a Job? A Stated Choice Experiment of the Recruitment Process," IZA Discussion Papers 6691, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp6691
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    1. repec:dau:papers:123456789/9717 is not listed on IDEAS
    2. Bertrand, Marianne, 2011. "New Perspectives on Gender," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 17, pages 1543-1590, Elsevier.
    3. Nicolas Jacquemet & Robert‐Vincent Joule & Stéphane Luchini & Jason F. Shogren, 2011. "Do People Always Pay Less Than They Say? Testbed Laboratory Experiments with IV and HG Values," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 13(5), pages 857-882, October.
    4. Hensher, David A., 2010. "Hypothetical bias, choice experiments and willingness to pay," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 735-752, July.
    5. Carlsson, Fredrik & Martinsson, Peter, 2001. "Do Hypothetical and Actual Marginal Willingness to Pay Differ in Choice Experiments?: Application to the Valuation of the Environment," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 179-192, March.
    6. James Murphy & P. Allen & Thomas Stevens & Darryl Weatherhead, 2005. "A Meta-analysis of Hypothetical Bias in Stated Preference Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 30(3), pages 313-325, March.
    7. Riach, Peter A & Rich, Judith, 1991. "Testing for Racial Discrimination in the Labour Market," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 15(3), pages 239-256, September.
    8. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
    9. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 4.
    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. Stefan Eriksson & Jonas Lagerström, 2012. "Detecting discrimination in the hiring process: evidence from an Internet-based search channel," Empirical Economics, Springer, vol. 43(2), pages 537-563, October.
    12. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 5.
    13. Markus M. Mobius & Tanya S. Rosenblat, 2006. "Why Beauty Matters," American Economic Review, American Economic Association, vol. 96(1), pages 222-235, March.
    14. Catherine L. Kling & Daniel J. Phaneuf & Jinhua Zhao, 2012. "From Exxon to BP: Has Some Number Become Better Than No Number?," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 3-26, Fall.
    15. Doris Weichselbaumer, 2004. "Is It Sex or Personality? The Impact of Sex Stereotypes on Discrimination in Applicant Selection," Eastern Economic Journal, Eastern Economic Association, vol. 30(2), pages 159-186, Spring.
    16. Anderson, Patricia M. & Meyer, Bruce D., 2000. "The effects of the unemployment insurance payroll tax on wages, employment, claims and denials," Journal of Public Economics, Elsevier, vol. 78(1-2), pages 81-106, October.
    17. James Murphy & Thomas Stevens & Lava Yadav, 2010. "A Comparison of Induced Value and Home-Grown Value Experiments to Test for Hypothetical Bias in Contingent Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 47(1), pages 111-123, September.
    18. Carlsson, Magnus & Rooth, Dan-Olof, 2007. "Evidence of ethnic discrimination in the Swedish labor market using experimental data," Labour Economics, Elsevier, vol. 14(4), pages 716-729, August.
    19. Stefan Eriksson & Dan-Olof Rooth, 2014. "Do Employers Use Unemployment as a Sorting Criterion When Hiring? Evidence from a Field Experiment," American Economic Review, American Economic Association, vol. 104(3), pages 1014-1039, March.
    20. Dan-Olof Rooth, 2009. "Obesity, Attractiveness, and Differential Treatment in Hiring: A Field Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    21. Taylor, Laura O. & McKee, Michael & Laury, Susan K. & Cummings, Ronald G., 2001. "Induced-value tests of the referendum voting mechanism," Economics Letters, Elsevier, vol. 71(1), pages 61-65, April.
    22. Richard T. Carson, 2012. "Contingent Valuation: A Practical Alternative When Prices Aren't Available," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 27-42, Fall.
    23. List John A. & Sinha Paramita & Taylor Michael H., 2006. "Using Choice Experiments to Value Non-Market Goods and Services: Evidence from Field Experiments," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(2), pages 1-39, January.
    24. Stefan Eriksson & Per Johansson & Sophie Langenskiöld, 2017. "What is the right profile for getting a job? A stated choice experiment of the recruitment process," Empirical Economics, Springer, vol. 53(2), pages 803-826, September.
    25. David Neumark, 2012. "Detecting Discrimination in Audit and Correspondence Studies," Journal of Human Resources, University of Wisconsin Press, vol. 47(4), pages 1128-1157.
    26. Andreoni, James, 1989. "Giving with Impure Altruism: Applications to Charity and Ricardian Equivalence," Journal of Political Economy, University of Chicago Press, vol. 97(6), pages 1447-1458, December.
    27. Andreoni, James, 1990. "Impure Altruism and Donations to Public Goods: A Theory of Warm-Glow Giving?," Economic Journal, Royal Economic Society, vol. 100(401), pages 464-477, June.
    28. 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.
    29. John Cawley, 2004. "The Impact of Obesity on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    30. 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.
    31. John A. List, 2001. "Do Explicit Warnings Eliminate the Hypothetical Bias in Elicitation Procedures? Evidence from Field Auctions for Sportscards," American Economic Review, American Economic Association, vol. 91(5), pages 1498-1507, December.
    32. Jayson L. Lusk & Ted C. Schroeder, 2004. "Are Choice Experiments Incentive Compatible? A Test with Quality Differentiated Beef Steaks," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 467-482.
    33. Peter A. Riach & Judith Rich, 2004. "Deceptive Field Experiments of Discrimination: Are they Ethical?," Kyklos, Wiley Blackwell, vol. 57(3), pages 457-470, August.
    34. Oyer, Paul & Schaefer, Scott, 2011. "Personnel Economics: Hiring and Incentives," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 20, pages 1769-1823, Elsevier.
    35. Riach Peter A & Rich Judith, 2006. "An Experimental Investigation of Sexual Discrimination in Hiring in the English Labor Market," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(2), pages 1-22, January.
    36. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
    37. Hensvik, Lena, 2011. "Manager impartiality? Worker-firm matching and the gender wage gap," Working Paper Series 2011:22, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    38. Olof Åslund & Lena Hensvik & Oskar Nordström Skans, 2014. "Seeking Similarity: How Immigrants and Natives Manage in the Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 32(3), pages 405-441.
    39. Jayson L. Lusk & F. Bailey Norwood, 2009. "An Inferred Valuation Method," Land Economics, University of Wisconsin Press, vol. 85(3), pages 500-514.
    40. Deuchert, Eva & Kauer, Lukas & Meisen Zannol, Flurina, 2011. "Would you train me with my mental illness? Evidence from a discrete choice experiment," Economics Working Paper Series 1141, University of St. Gallen, School of Economics and Political Science.
    41. 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.
    42. Richard T. Carson & Nicholas E. Flores & Kerry M. Martin & Jennifer L. Wright, 1996. "Contingent Valuation and Revealed Preference Methodologies: Comparing the Estimates for Quasi-Public Goods," Land Economics, University of Wisconsin Press, vol. 72(1), pages 80-99.
    43. Edin, Per-Anders & Lagerström, Jonas, 2006. "Blind dates: quasi-experimental evidence on discrimination," Working Paper Series 2006:4, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    44. Nick Drydakis & Minas Vlassis, 2010. "Ethnic Discrimination In The Greek Labour Market: Occupational Access, Insurance Coverage And Wage Offers," Manchester School, University of Manchester, vol. 78(3), pages 201-218, June.
    45. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    46. Cameron, Trudy Ann & Poe, Gregory L. & Ethier, Robert G. & Schulze, William D., 2002. "Alternative Non-market Value-Elicitation Methods: Are the Underlying Preferences the Same?," Journal of Environmental Economics and Management, Elsevier, vol. 44(3), pages 391-425, November.
    47. Ali M. Ahmed & Lina Andersson & Mats Hammarstedt, 2012. "Does age matter for employability? A field experiment on ageism in the Swedish labour market," Applied Economics Letters, Taylor & Francis Journals, vol. 19(4), pages 403-406, March.
    48. Rolando Guzman & Charles Kolstad, 2007. "Researching Preferences, Valuation and Hypothetical Bias," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(3), pages 465-487, July.
    49. Rooth, Dan-Olof, 2011. "Work out or out of work -- The labor market return to physical fitness and leisure sports activities," Labour Economics, Elsevier, vol. 18(3), pages 399-409, June.
    50. Jerry Hausman, 2012. "Contingent Valuation: From Dubious to Hopeless," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 43-56, Fall.
    51. Magnus Carlsson, 2011. "Does Hiring Discrimination Cause Gender Segregation in the Swedish Labor Market?," Feminist Economics, Taylor & Francis Journals, vol. 17(3), pages 71-102.
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    3. Eline D'Haene & Juan Tur Cardona & Stijn Speelman & Koen Schoors & Marijke D'Haese, 2021. "Unraveling preferences for religious ties in food transactions: A consumer perspective," Agricultural Economics, International Association of Agricultural Economists, vol. 52(4), pages 701-716, July.
    4. Stefan Eriksson & Per Johansson & Sophie Langenskiöld, 2017. "What is the right profile for getting a job? A stated choice experiment of the recruitment process," Empirical Economics, Springer, vol. 53(2), pages 803-826, September.
    5. Arjan Heyma & Siemen Werff & Aukje Nauta & Guurtje Sloten, 2014. "What Makes Older Job-Seekers Attractive to Employers?," De Economist, Springer, vol. 162(4), pages 397-414, December.
    6. Holmlund, Helena & Lindahl, Erica & Roman, Sara, 2021. "Immigrant peers in the class: responses among natives and the effects on long-run revealed preferences," Working Paper Series 2021:16, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    7. Johansson, Gun & Orellana Pozo, Cecilia & Möller, Jette & Nordström, Karin, 2018. "Employment of people with a history of sickness absence," Working Paper Series 2018:14, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    8. Lundborg, Per & Skedinger, Per, 2014. "Employer Attitudes towards Refugee Immigrants," Working Paper Series 1025, Research Institute of Industrial Economics.
    9. Åslund, Olof & Forslund, Anders & Liljeberg, Linus, 2017. "Labour market entry of non-Labour migrants – Swedish evidence," Working Paper Series 2017:15, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    10. Hensvik, Lena & Rosenqvist, Olof, 2015. "The strength of the weakest link: sickness absence, internal substitutability and worker-firm matching," Working Paper Series 2015:28, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    11. Holmlund, Helena & Lindahl, Erica & Roman, Sara, 2023. "Immigrant peers in the class: Effects on natives’ long-run revealed preferences," Labour Economics, Elsevier, vol. 82(C).
    12. Bjorn Anders Gustafsson & Hanna Mac Innes & Torun Österberg, 2017. "Age at immigration matters for labor market integration—the Swedish example," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-23, December.
    13. Adman, Per & Larsson Taghizadeh, Jonas, 2020. "Public officials’ treatment of minority clients," Working Paper Series 2020:12, IFAU - Institute for Evaluation of Labour Market and Education Policy.

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    More about this item

    Keywords

    obesity; sickness absence; ethnicity; age; gender; discrimination; stated choice experiment;
    All these keywords.

    JEL classification:

    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

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