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A Multinomial Logit Model of College Stopout and Dropout Behavior

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  • Stratton, Leslie S.

    (Virginia Commonwealth University)

  • O'Toole, Dennis M.

    (Virginia Commonwealth University)

  • Wetzel, James N.

    (Virginia Commonwealth University)

Abstract

Studies of college attrition typically assume that all attrition is permanent. We use data from the 1990/94 Beginning Postsecondary Survey to distinguish between long-term dropout and short-term stopout behavior in order to test that assumption. We find significant differences between those who stop out and those who drop out in the first year. Failure to recognize these differences biases the results of standard attrition models and hence may cause policy makers to pursue inappropriate policy initiatives or incorrectly target at-risk populations. Furthermore, the type of financial aid received is found to have a differential impact on stopout versus dropout probabilities.

Suggested Citation

  • Stratton, Leslie S. & O'Toole, Dennis M. & Wetzel, James N., 2005. "A Multinomial Logit Model of College Stopout and Dropout Behavior," IZA Discussion Papers 1634, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp1634
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    1. Montmarquette, Claude & Mahseredjian, Sophie & Houle, Rachel, 2001. "The determinants of university dropouts: a bivariate probability model with sample selection," Economics of Education Review, Elsevier, vol. 20(5), pages 475-484, October.
    2. Stephen L. DesJardins & Dennis A. Ahlburg & Brian P. McCall, 2002. "A Temporal Investigation of Factors Related to Timely Degree Completion," The Journal of Higher Education, Taylor & Francis Journals, vol. 73(5), pages 555-581, September.
    3. Hoenack, Stephen A. & Pierro, Daniel J., 1990. "An econometric model of a public university's income and enrollments," Journal of Economic Behavior & Organization, Elsevier, vol. 14(3), pages 403-423, December.
    4. Light, Audrey, 1995. "Hazard model estimates of the decision to reenroll in school," Labour Economics, Elsevier, vol. 2(4), pages 381-406, December.
    5. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts of American Males," Journal of Political Economy, University of Chicago Press, vol. 106(2), pages 262-333, April.
    6. 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.
    7. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts," NBER Working Papers 6385, National Bureau of Economic Research, Inc.
    8. Manski, Charles F., 1989. "Schooling as experimentation: a reappraisal of the postsecondary dropout phenomenon," Economics of Education Review, Elsevier, vol. 8(4), pages 305-312, August.
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    More about this item

    Keywords

    college dropout; college persistence;

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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