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Modeling college major choices using elicited measures of expectations and counterfactuals

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  • Arcidiacono, Peter
  • Hotz, V. Joseph
  • Kang, Songman

Abstract

The choice of a college major plays a critical role in determining the future earnings of college graduates. Students make their college major decisions in part due to the future earnings streams associated with the different majors. We survey students about what their expected earnings would be both in the major they have chosen and in counterfactual majors. We also elicit students’ subjective assessments of their abilities in chosen and counterfactual majors. We estimate a model of college major choice that incorporates these subjective expectations and assessments. We show that both expected earnings and students’ abilities in the different majors are important determinants of a student’s choice of a college major. We also consider how differences in students’ forecasts about what the average Duke student would earn in different majors versus what they expect they would earn both influence one’s choice of a college major. In particular, our estimates suggest that 7.8% of students would switch majors if they had the same expectations about the average returns to different majors and differed only in their perceived comparative advantages across these majors.

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Bibliographic Info

Article provided by Elsevier in its journal Journal of Econometrics.

Volume (Year): 166 (2012)
Issue (Month): 1 ()
Pages: 3-16

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Handle: RePEc:eee:econom:v:166:y:2012:i:1:p:3-16

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Web page: http://www.elsevier.com/locate/jeconom

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Keywords: Choice of college major; Subjective expectations;

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References

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  1. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
  2. Katja Maria Kaufmann, 2010. "Understanding the Income Gradient in College Attendance in Mexico: The Role of Heterogeneity in Expected Returns," Working Papers 362, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  3. Hotz, J.V. & Miller, R.A. & Sanders, S. & Smith, J., 1992. "A Simulation Estimator for Dynamic Models of Discrete Choice," GSIA Working Papers 1992-13, Carnegie Mellon University, Tepper School of Business.
  4. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09.
  5. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, October.
  6. Richard Blundell & Monica Costa Dias, 2008. "Alternative approaches to evaluation in empirical microeconomics," CeMMAP working papers CWP26/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  7. Peter Arcidiacono & Esteban M. Aucejo & Hanming Fang & Kenneth I. Spenner, 2010. "Does Affirmative Action Lead to Mismatch? A New Test and Evidence," Working Papers 10-26, Duke University, Department of Economics.
  8. Jeff Dominitz & Charles F. Manski, 1994. "Eliciting Student Expectations of the Returns to Schooling," NBER Working Papers 4936, National Bureau of Economic Research, Inc.
  9. Paglin, Morton & Rufolo, Anthony M, 1990. "Heterogeneous Human Capital, Occupational Choice, and Male-Female Earnings Differences," Journal of Labor Economics, University of Chicago Press, vol. 8(1), pages 123-44, January.
  10. Julian R. Betts, 1996. "What Do Students Know about Wages? Evidence from a Survey of Undergraduates," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 27-56.
  11. repec:reg:wpaper:630 is not listed on IDEAS
  12. Kathy Cannings & Sophie Mahseredjian & Claude Montmarquette, 1997. "How Do Young People Choose College Majors ?," CIRANO Working Papers 97s-38, CIRANO.
  13. Jeff Dominitz & Charles F. Manski, 1994. "Using Expectations Data to Study Subjective Income Expectations," Econometrics 9411003, EconWPA.
  14. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
  15. Basit Zafar, 2009. "How do college students form expectations?," Staff Reports 378, Federal Reserve Bank of New York.
  16. Loury, Linda Datcher & Garman, David, 1995. "College Selectivity and Earnings," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 289-308, April.
  17. Hotz, V Joseph & Miller, Robert A, 1993. "Conditional Choice Probabilities and the Estimation of Dynamic Models," Review of Economic Studies, Wiley Blackwell, vol. 60(3), pages 497-529, July.
  18. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4 National Bureau of Economic Research, Inc.
  19. Jeff Grogger & Eric Eide, 1995. "Changes in College Skills and the Rise in the College Wage Premium," Journal of Human Resources, University of Wisconsin Press, vol. 30(2), pages 280-310.
  20. Weber, Elke U, 1999. "Commentary on "Analysis of Choice Expectations in Incomplete Scenarios."," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 71-72, December.
  21. Linda Datcher Loury, 1997. "The gender gap among college-educated workers," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 50(4), pages 580-593, July.
  22. Thomas N. Daymonti & Paul J. Andrisani, 1984. "Job Preferences, College Major, and the Gender Gap in Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 19(3), pages 408-428.
  23. James, Estelle, et al, 1989. "College Quality and Future Earnings: Where Should You Send Your Child to College?," American Economic Review, American Economic Association, vol. 79(2), pages 247-52, May.
  24. Basit Zafar, 2009. "College major choice and the gender gap," Staff Reports 364, Federal Reserve Bank of New York.
  25. Wolpin, Kenneth I, 1999. "Commentary on "Analysis of Choice Expectations in Incomplete Scenarios."," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 67-69, December.
  26. Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75, pages 352.
  27. Blass, Asher & Lach, Saul & Manski, Charles, 2008. "Using Elicited Choice Probabilities to Estimate Random Utility Models: Preferences for Electricity Reliability," CEPR Discussion Papers 7030, C.E.P.R. Discussion Papers.
  28. Adeline Delavande, 2008. "Pill, Patch, Or Shot? Subjective Expectations And Birth Control Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(3), pages 999-1042, 08.
  29. Charles T. Clotfelter & Michael Rothschild, 1993. "Studies of Supply and Demand in Higher Education," NBER Books, National Bureau of Economic Research, Inc, number clot93-1, October.
  30. van der Klaauw, Wilbert & Wolpin, Kenneth I., 2008. "Social security and the retirement and savings behavior of low-income households," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 21-42, July.
  31. Claudia Goldin & Lawrence F. Katz & Ilyana Kuziemko, 2006. "The Homecoming of American College Women: The Reversal of the College Gender Gap," NBER Working Papers 12139, National Bureau of Economic Research, Inc.
  32. Sarah E. Turner & William G. Bowen, 1999. "Choice of major: The changing (unchanging) gender gap," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 52(2), pages 289-313, January.
  33. Manski, Charles F, 1999. "Analysis of Choice Expectations in Incomplete Scenarios," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 49-66, December.
  34. Manski, Charles F., 1993. "Dynamic choice in social settings : Learning from the experiences of others," Journal of Econometrics, Elsevier, vol. 58(1-2), pages 121-136, July.
  35. repec:att:wimass:9110 is not listed on IDEAS
  36. Charles F. Manski, 1993. "Adolescent Econometricians: How Do Youth Infer the Returns to Schooling?," NBER Chapters, in: Studies of Supply and Demand in Higher Education, pages 43-60 National Bureau of Economic Research, Inc.
  37. Peter Arcidiacono, 2005. "Affirmative Action in Higher Education: How Do Admission and Financial Aid Rules Affect Future Earnings?," Econometrica, Econometric Society, vol. 73(5), pages 1477-1524, 09.
  38. Hamermesh, Daniel S. & Donald, Stephen G., 2008. "The effect of college curriculum on earnings: An affinity identifier for non-ignorable non-response bias," Journal of Econometrics, Elsevier, vol. 144(2), pages 479-491, June.
  39. Orazio Attanasio & Katja Kaufmann, 2009. "Educational Choices, Subjective Expectations, and Credit Constraints," NBER Working Papers 15087, National Bureau of Economic Research, Inc.
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