Modeling College Major Choices Using Elicited Measures of Expectations and Counterfactuals
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 student's choice of a college major. We also show that students' forecast errors with respect to expected earnings in different majors is potentially important, with our estimates suggesting that 7.5% of students would switch majors if they made no forecast errors.Download Info
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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 4738.Length: 32 pages
Date of creation: Feb 2010
Date of revision:
Publication status: published in: Journal of Econometrics, 2012, 166 (1), 3-16
Handle: RePEc:iza:izadps:dp4738
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Related research
Keywords: subjective expectations; choice of college major;Other versions of this item:
- Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
- V. Joseph Hotz & Peter Arcidiacono & Songman Kang, 2010. "Modeling College Major Choices Using Elicited Measures of Expectations and Counterfactuals," Working Papers 10-30, Duke University, Department of Economics.
- Peter Arcidiacono & V. Joseph Hotz & Songman Kang, 2010. "Modeling College Major Choices using Elicited Measures of Expectations and Counterfactuals," NBER Working Papers 15729, National Bureau of Economic Research, Inc.
- I2 - Health, Education, and Welfare - - Education
- C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data
This paper has been announced in the following NEP Reports:
- NEP-ALL-2010-02-20 (All new papers)
- NEP-EDU-2010-02-20 (Education)
- NEP-LAB-2010-02-20 (Labour Economics)
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Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Joshua Congdon-Hohman & Anil Nathan & Justin Svec, 2013. "Student Uncertainty and Major Choice," Working Papers 1301, College of the Holy Cross, Department of Economics.
- Jürg Schweri & Stefan C. Wolter & Joop Hartog, 2008.
"Do Students Expect Compensation for Wage Risk?,"
Economics of Education Working Paper Series
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- Todd R. Stinebrickner & Ralph Stinebrickner, 2011.
"Math or Science? Using Longitudinal Expectations Data to Examine the Process of Choosing a College Major,"
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16869, National Bureau of Economic Research, Inc.
- Todd Stinebrickner & Ralph Stinebrickner, 2011. "Math or Science? Using Longitudinal Expectations Data to Examine the Process of Choosing a College Major," University of Western Ontario, CIBC Centre for Human Capital and Productivity Working Papers 20111, University of Western Ontario, CIBC Centre for Human Capital and Productivity.
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