How do young people choose college majors?
Previous studies on the determinants of the choice of college major have assumed a constant probability of success across majors or a constant earnings stream across majors. Our model disregards these two restrictive assumptions in computing an expected earnings variable to explain the probability that a student will choose a specific major among four choices of concentrations. The construction of an expected earnings variable requires information on the student's perceived probability of success, the predicted earnings of graduates in all majors and the student's expected earnings if he (she) fails to complete a college program. Using data from the National Longitudinal Survey of Youth, we evaluate the chances of success in all majors for all the individuals in the sample. Second, the individuals' predicted earnings of graduates in all majors are obtained using Rumberger and Thomas's (1993) regression estimates from a 1987 Survey of Recent College Graduates. Third, we obtain idiosyncratic estimates of earnings alternative of not attending college or by dropping out with a condition derived from our college major decision-making model applied to our sample of college students. Finally, with a mixed multinominal logit model, we explain the individuals' choice of a major. The results of the paper show that the expected earnings variable is essential in the choice of a college major. There are, however, significant differences in the impact of expected earnings by gender and race. Les études antérieures sur les déterminants du choix d'une filière universitaire ont présumé une probabilité constante de succès entre les différentes filières d'études ou des revenus constants entre les filières. Notre modèle dépasse ces deux hypothèses restrictives en construisant une variable de revenus anticipés pour expliquer la probabilité qu'un étudiant choisisse une filière parmi quatre domaines de spécialisation. La construction d'une variable de revenus anticipés exige de l'informat
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- Bhat, Chandra R., 1995. "A heteroscedastic extreme value model of intercity travel mode choice," Transportation Research Part B: Methodological, Elsevier, vol. 29(6), pages 471-483, December.
- Blakemore, Arthur E & Low, Stuart A, 1984. "Sex Differences in Occupational Selection: The Case of College Majors," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 157-63, February.
- Flyer, Fredrick A, 1997. "The Influence of Higher Moments of Earnings Distributions on Career Decisions," Journal of Labor Economics, University of Chicago Press, vol. 15(4), pages 689-713, October.
- Saul Hoffman & Greg Duncan, 1988. "Multinomial and conditional logit discrete-choice models in demography," Demography, Springer;Population Association of America (PAA), vol. 25(3), pages 415-427, August.
- Charles F. Manski, 1993.
"Adolescent Econometricians: How Do Youth Infer the Returns to Schooling?,"
in: Studies of Supply and Demand in Higher Education, pages 43-60
National Bureau of Economic Research, Inc.
- Manski, C.F., 1991. "Adolescent Econometricians : How Do Youth Infer the Returns to Schooling," Working papers 9110, Wisconsin Madison - Social Systems.
- Francine D. Blau & Marianne A. Ferber, 1991.
"Career Plans and Expectations of Young Women and Men: The Earnings Gap and Labor Force Participation,"
Journal of Human Resources,
University of Wisconsin Press, vol. 26(4), pages 581-607.
- Francine D. Blau, 1990. "Career Plans and Expectations of Young Women and Men: The Earnings Gap and Labor Force Participation," NBER Working Papers 3445, National Bureau of Economic Research, Inc.
- Berger, Mark C., 1988. "Cohort size effects on earnings: Differences by college major," Economics of Education Review, Elsevier, vol. 7(4), pages 375-383, August.
- Orazem, Peter F & Mattila, J Peter, 1986.
"Occupational Entry and Uncertainty: Males Leaving High School,"
The Review of Economics and Statistics,
MIT Press, vol. 68(2), pages 265-73, May.
- Mattila, J. Peter & Orazem, Peter, 1986. "Occupational Entry and Uncertainty: Males Leaving High School," Staff General Research Papers 10847, Iowa State University, Department of Economics.
- Jack Fiorito & Robert C. Dauffenbach, 1982. "Market and Nonmarket Influences on Curriculum Choice by College Students," ILR Review, Cornell University, ILR School, vol. 36(1), pages 88-101, October.
- Stern, David & Paik, IL-Woo & Catterali, James S. & Nakata, Yoshi-Fumi, 1989. "Labor market experience of teenagers with and without high school diplomas," Economics of Education Review, Elsevier, vol. 8(3), pages 233-246, June.
- Rumberger, Russell W. & Thomas, Scott L., 1993. "The economic returns to college major, quality and performance: A multilevel analysis of recent graduates," Economics of Education Review, Elsevier, vol. 12(1), pages 1-19, March.
- 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.
- Kodde, David A, 1986. "Uncertainty and the Demand for Education," The Review of Economics and Statistics, MIT Press, vol. 68(3), pages 460-67, August.
- Hartog, Joop & Pfann, Gerard & Ridder, Geert, 1989. "(Non-)graduation and the earnings function : An inquiry on self-selection," European Economic Review, Elsevier, vol. 33(7), pages 1373-1395, September.
- Peter Rupert & Mark E. Schweitzer & Eric Severance-Lossin & Erin Turner, 1996. "Earnings, education and experience," Economic Review, Federal Reserve Bank of Cleveland, issue Q IV, pages 2-12.
- Engle, Robert F & Hendry, David F & Richard, Jean-Francois, 1983.
Econometric Society, vol. 51(2), pages 277-304, March.
- Engle, Robert F & Hendry, David F & Richard, Jean-Francois, 1979. "Exogeneity," The Warwick Economics Research Paper Series (TWERPS) 162, University of Warwick, Department of Economics.
- ENGLE, Robert F. & HENDRY, David F. & RICHARD, Jean-François, . "Exogeneity," CORE Discussion Papers RP 516, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Mark C. Berger, 1988. "Predicted Future Earnings and Choice of College Major," ILR Review, Cornell University, ILR School, vol. 41(3), pages 418-429, April.
- Cannings, K. & Montmarquette, C. & Mahseredjian, S., 1994.
"Major Choice: Undergraduate Concentrations and the Probability of Graduation,"
Cahiers de recherche
9419, Universite de Montreal, Departement de sciences economiques.
- Kathy Cannings & Sophie Mahseredjian & Claude Montmarquette, 1994. "Major Choices : Undergraduate Concentrations and the Probability of Graduation," CIRANO Working Papers 94s-09, CIRANO.
- Cannings, K. & Montmarquette, C. & Mahseredjian, S., 1994. "Major Choice: Undergraduate Concentrations and the Probability of Graduation," Cahiers de recherche 9419, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Rumberger, Russell W., 1984. "The changing economic benefits of college graduates," Economics of Education Review, Elsevier, vol. 3(1), pages 3-11, February.
- Altonji, Joseph G, 1993.
"The Demand for and Return to Education When Education Outcomes Are Uncertain,"
Journal of Labor Economics,
University of Chicago Press, vol. 11(1), pages 48-83, January.
- Joseph G. Altonji, 1991. "The Demand for and Return to Education When Education Outcomes are Uncertain," NBER Working Papers 3714, National Bureau of Economic Research, Inc.
- Sarah E. Turner & William G. Bowen, 1999. "Choice of Major: The Changing (Unchanging) Gender Gap," ILR Review, Cornell University, ILR School, vol. 52(2), pages 289-313, January.
- Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-12, March.
- Zalokar, Nadja, 1988. "Male-Female Differences in Occupational Choice and the Demand for General and Occupation-Specific Human Capital," Economic Inquiry, Western Economic Association International, vol. 26(1), pages 59-74, January.
- Rogers, Alan R, 1994. "Evolution of Time Preference by Natural Selection," American Economic Review, American Economic Association, vol. 84(3), pages 460-81, June.
- Polachek, Solomon William, 1981. "Occupational Self-Selection: A Human Capital Approach to Sex Differences in Occupational Structure," The Review of Economics and Statistics, MIT Press, vol. 63(1), pages 60-69, February.
- 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.
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