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Preferences and biases in educational choices and labor market expectations: shrinking the black box of gender

  • Ernesto Reuben
  • Matthew Wiswall
  • Basit Zafar

Standard observed characteristics explain only part of the differences between men and women in education choices and labor market trajectories. Using an experiment to derive students' levels of overconfidence, and preferences for competitiveness and risk, this paper investigates whether these behavioral biases and preferences explain gender differences in college major choices and expected future earnings. In a sample of high-ability undergraduates, we find that competitiveness and overconfidence, but not risk aversion, are systematically related with expectations about future earnings: Individuals who are overconfident and overly competitive have significantly higher earnings expectations. Moreover, gender differences in overconfidence and competitiveness explain about 18 percent of the gender gap in earnings expectations. These experimental measures explain as much of the gender gap in earnings expectations as a rich set of control variables, including test scores and family background, and they are poorly proxied by these same control variables, underscoring that they represent independent variation. While expected earnings are related to college major choices, the experimental measures are not related with college major choice.

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Paper provided by Federal Reserve Bank of New York in its series Staff Reports with number 627.

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Date of creation: 2013
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Handle: RePEc:fip:fednsr:627
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  1. Arcidiacono, Peter, 2002. "Ability Sorting and the Returns to College Major," Working Papers 02-26, Duke University, Department of Economics.
  2. Dohmen Thomas & Falk Armin, 2010. "Performance Pay and Multi-dimensional Sorting - Productivity, Preferences and Gender," Research Memorandum 012, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
  3. Nava Ashraf & Dean Karlan & Wesley Yin, 2006. "Tying Odysseus to the Mast: Evidence from a Commitment Savings Product in the Philippines," The Quarterly Journal of Economics, MIT Press, vol. 121(2), pages 635-672, May.
  4. Todd R. Stinebrickner & Ralph Stinebrickner, 2009. "Learning about Academic Ability and the College Drop-out Decision," NBER Working Papers 14810, National Bureau of Economic Research, Inc.
  5. Thomas Buser & Muriel Niederle & Hessel Oosterbeek, 2012. "Gender, Competitiveness and Career Choices," NBER Working Papers 18576, National Bureau of Economic Research, Inc.
  6. Hopfensitz, Astrid & Miquel-Florensa, Josepa, 2013. "Public Good Contributions Among Coffee Farmers in Costa Rica: Cooperativists and Private Market Participants," TSE Working Papers 13-395, Toulouse School of Economics (TSE).
  7. Müller, Julia & Schwieren, Christiane, 2011. "Can Personality Explain what is Underlying Women's Unwillingness to Compete?," Working Papers 0511, University of Heidelberg, Department of Economics.
  8. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-60, June.
  9. Dan A. Black & Amelia M. Haviland & Seth G. Sanders & Lowell J. Taylor, 2008. "Gender Wage Disparities among the Highly Educated," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 630-659.
  10. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
  11. Booth, Alison & Nolen, Patrick, 2012. "Choosing to compete: How different are girls and boys?," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 542-555.
  12. Cason, Timothy & Masters, William & Sheremeta, Roman, 2010. "Entry into Winner-Take-All and Proportional-Prize Contests: An Experimental Study," MPRA Paper 49886, University Library of Munich, Germany.
  13. Moen, Espen R & Rosén, Åsa, 2004. "Performance Pay and Adverse Selection," CEPR Discussion Papers 4511, C.E.P.R. Discussion Papers.
  14. Ernst Fehr & Andreas Leibbrandt, 2008. "Cooperativeness and Impatience in the Tragedy of the Commons," IEW - Working Papers 378, Institute for Empirical Research in Economics - University of Zurich.
  15. Muriel Niederle & Carmit Segal & Lise Vesterlund, 2013. "How Costly Is Diversity? Affirmative Action in Light of Gender Differences in Competitiveness," Management Science, INFORMS, vol. 59(1), pages 1-16, May.
  16. Reuben, Ernesto & Rey-Biel, Pedro & Sapienza, Paola & Zingales, Luigi, 2012. "The emergence of male leadership in competitive environments," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 111-117.
  17. Christian Belzil & Marco Leonardi, 2007. "Can Risk Aversion Explain Schooling Attainments?: evidence from Italy," Post-Print halshs-00201351, HAL.
  18. Kristin Kleinjans, 2008. "Do Gender Differences in Preferences for Competition Matter for Occupational Expectations?," Economics Working Papers 2008-09, School of Economics and Management, University of Aarhus.
  19. Steffen Andersen & Seda Ertac & Uri Gneezy & John A. List & Sandra Maximiano, 2013. "Gender, Competitiveness, and Socialization at a Young Age: Evidence From a Matrilineal and a Patriarchal Society," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1438-1443, October.
  20. Christian Belzil & Marco Leonardi, 2006. "Can Risk Aversion Explain Schooling Attainments? Evidence From Italy," Working Papers 0607, Groupe d'Analyse et de Théorie Economique (GATE), Centre national de la recherche scientifique (CNRS), Université Lyon 2, Ecole Normale Supérieure.
  21. Basit Zafar, 2009. "College major choice and the gender gap," Staff Reports 364, Federal Reserve Bank of New York.
  22. Nabanita Datta Gupta & Anders Poulsen & Marie Claire Villeval, 2013. "Gender matching and competitiveness: experimental evidence," Post-Print halshs-00661770, HAL.
  23. Matthias Benz & Stephan Meier, . "Do People Behave in Experiments as in the Field? – Evidence from Donations," IEW - Working Papers 248, Institute for Empirical Research in Economics - University of Zurich.
  24. Fehr, Ernst & Leibbrandt, Andreas, 2011. "A field study on cooperativeness and impatience in the Tragedy of the Commons," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1144-1155, October.
  25. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
  26. Andrew Healy & Jennifer Pate, 2011. "Can Teams Help to Close the Gender Competition Gap?," Economic Journal, Royal Economic Society, vol. 121(555), pages 1192-1204, 09.
  27. Catherine C. Eckel & Philip J. Grossman, 2008. "Sex and Risk: Experimental Evidence," Monash Economics Working Papers archive-09, Monash University, Department of Economics.
  28. Christian Belzil & Marco Leonardi, 2006. "Can Risk Aversion Explain Schooling Attainments? Evidence From Italy," Post-Print halshs-00142551, HAL.
  29. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09.
  30. Olivier Armantier & Wändi Bruine de Bruin & Giorgio Topa & Wilbert van der Klaauw & Basit Zafar, 2011. "Inflation expectations and behavior: Do survey respondents act on their beliefs?," Staff Reports 509, Federal Reserve Bank of New York.
  31. Muriel Niederle & Lise Vesterlund, 2005. "Do Women Shy Away From Competition? Do Men Compete Too Much?," NBER Working Papers 11474, National Bureau of Economic Research, Inc.
  32. Uri Gneezy & Kenneth L. Leonard & John A. List, 2008. "Gender Differences in Competition: Evidence from a Matrilineal and a Patriarchal Society," NBER Working Papers 13727, National Bureau of Economic Research, Inc.
  33. Nabanita Datta Gupta & Anders Poulsen & Marie Claire Villeval, 2013. "Gender Matching And Competitiveness: Experimental Evidence," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 816-835, 01.
  34. Stephen B. Jarrell & T. D. Stanley, 2004. "Declining Bias and Gender Wage Discrimination? A Meta-Regression Analysis," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
  35. Áureo De Paula & Gil Shapira & Petra E. Todd, 2014. "How Beliefs About Hiv Status Affect Risky Behaviors: Evidence From Malawi," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(6), pages 944-964, 09.
  36. Matthew Wiswall & Basit Zafar, 2011. "Determinants of college major choice: identification using an information experiment," Staff Reports 500, Federal Reserve Bank of New York.
  37. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2010. "Do Competitive Work Places Deter Female Workers? A Large-Scale Natural Field Experiment on Gender Differences in Job-Entry Decisions," NBER Working Papers 16546, National Bureau of Economic Research, Inc.
  38. Charles Brown & Mary Corcoran, 1996. "Sex-Based Differences in School Content and the Male/Female Wage Gap," NBER Working Papers 5580, National Bureau of Economic Research, Inc.
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