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Determinants and timing of dropping out decisions: evidence from the UK FE sector

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  • Rossella Iraci Capuccinello

Abstract

This paper investigates whether the hazard of dropping out for both male and female students changes over the duration of study. Using duration modelling techniques wend a certain degree of non-monotonic duration dependence for both males and females. However this pattern for female students aiming at high level qualifications is sensitive to attempts to control for unobserved heterogeneity. For these students the extended models show a flattened hazard function, suggesting that the hazard is basically constant over time. For males introducing controls for unobserved heterogeneity does not change the pattern of the duration dependence, suggesting that they might be at higher risk of dropping out during the first semester of their studies. In addition, we examine variations in drop out hazard patterns for students enrolled on courses which confer different qualification levels. We provide evidence of distinct hazard patterns between students pursuing 'high level' and 'low level' qualifications.

Suggested Citation

  • Rossella Iraci Capuccinello, 2014. "Determinants and timing of dropping out decisions: evidence from the UK FE sector," Working Papers 15742191, Lancaster University Management School, Economics Department.
    • Handle: RePEc:lan:wpaper:15742191
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    1. Jeremy P. Smith & Robin A. Naylor, 2001. "Dropping out of university: A statistical analysis of the probability of withdrawal for UK university students," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 164(2), pages 389-405.
    2. Paula Giovagnoli, 2005. "Determinants in University Desertion and Graduation: An Application using Duration Models," Económica, Departamento de Economía, Facultad de Ciencias Económicas, Universidad Nacional de La Plata, vol. 0(1-2), pages 59-90, January-D.
    3. Rees, Daniel I. & Mocan, H. Naci, 1997. "Labor market conditions and the high school dropout rate: Evidence from New York State," Economics of Education Review, Elsevier, vol. 16(2), pages 103-109, April.
    4. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    5. Massimiliano Bratti, 2007. "Parents’ income and children’s school drop-out at 16 in England and Wales: evidence from the 1970 British Cohort Study," Review of Economics of the Household, Springer, vol. 5(1), pages 15-40, March.
    6. William N. Evans & Robert M. Schwab, 1995. "Finishing High School and Starting College: Do Catholic Schools Make a Difference?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 941-974.
    7. Philip Oreopoulos, 2006. "The compelling effects of compulsory schooling: evidence from Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 39(1), pages 22-52, February.
    8. Gérard Lassibille & María Lucía Navarro Gómez, 2008. "Why do higher education students drop out? Evidence from Spain," Post-Print halshs-00324365, HAL.
    9. Chuang, Hwei-Lin, 1997. "High school youths' dropout and re-enrollment behavior," Economics of Education Review, Elsevier, vol. 16(2), pages 171-186, April.
    10. Jere R. Behrman & Mark R. Rosenzweig, 2005. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation? Reply," American Economic Review, American Economic Association, vol. 95(5), pages 1745-1751, December.
    11. William N. Evans & Wallace E. Oates & Robert M. Schwab & William N. Evans & Wallace E. Oates & Robert M. Schwab, 2004. "Measuring Peer Group Effects: A Study of Teenage Behavior," Chapters, in: Environmental Policy and Fiscal Federalism, chapter 13, pages 232-257, Edward Elgar Publishing.
    12. Lance Lochner & Enrico Moretti, 2004. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
    13. Oreopoulos, Philip, 2007. "Do dropouts drop out too soon? Wealth, health and happiness from compulsory schooling," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2213-2229, December.
    14. Van den Berg, Gerard J., 2001. "Duration models: specification, identification and multiple durations," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 55, pages 3381-3460, Elsevier.
    15. Todd Stinebrickner & Ralph Stinebrickner, 2012. "Learning about Academic Ability and the College Dropout Decision," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 707-748.
    16. Thomas, H.R. & Belfield, C.R. & Fielding, A., 1997. "The Consequences of Drop-Outs onthe Cost-Effectiveness of16-19 Colleges," Discussion Papers 97-15, Department of Economics, University of Birmingham.
    17. Nicoletti, Cheti & Rondinelli, Concetta, 2010. "The (mis)specification of discrete duration models with unobserved heterogeneity: A Monte Carlo study," Journal of Econometrics, Elsevier, vol. 159(1), pages 1-13, November.
    18. Paula Giovagnoli, 2005. "Determinants in University Desertion and Graduation: An Application using Duration Models," Económica, Instituto de Investigaciones Económicas, Facultad de Ciencias Económicas, Universidad Nacional de La Plata, vol. 0(1-2), pages 59-90, January-D.
    19. Steve Bradley & Pam Lenton, 2007. "Dropping out of post-compulsory education in the UK: an analysis of determinants and outcomes," Journal of Population Economics, Springer;European Society for Population Economics, vol. 20(2), pages 299-328, April.
    20. Stephen V. Cameron & James J. Heckman, 2001. "The Dynamics of Educational Attainment for Black, Hispanic, and White Males," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 455-499, June.
    21. Geraint Johnes & Robert McNabb, 2004. "Never Give up on the Good Times: Student Attrition in the UK," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(1), pages 23-47, February.
    22. Silles, Mary A., 2009. "The causal effect of education on health: Evidence from the United Kingdom," Economics of Education Review, Elsevier, vol. 28(1), pages 122-128, February.
    23. Sauro Mocetti, 2012. "Educational choices and the selection process: before and after compulsory schooling," Education Economics, Taylor & Francis Journals, vol. 20(2), pages 189-209, February.
    24. Carlos Peraita & Margarita Pastor, 2000. "The Primary School Dropout in Spain: The Influence of Family Background and Labor Market Conditions," Education Economics, Taylor & Francis Journals, vol. 8(2), pages 157-168.
    25. Layard, Richard & Psacharopoulos, George, 1974. "The Screening Hypothesis and the Returns to Education," Journal of Political Economy, University of Chicago Press, vol. 82(5), pages 985-998, Sept./Oct.
    26. DesJardins, S. L. & Ahlburg, D. A. & McCall, B. P., 1999. "An event history model of student departure," Economics of Education Review, Elsevier, vol. 18(3), pages 375-390, June.
    27. Lofstrom, Magnus, 2007. "Why Are Hispanic and African-American Dropout Rates So High?," IZA Discussion Papers 3265, Institute of Labor Economics (IZA).
    28. Bruce Sacerdote, 2007. "How Large are the Effects from Changes in Family Environment? A Study of Korean American Adoptees," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 119-157.
    29. Mora, Toni & Oreopoulos, Philip, 2011. "Peer effects on high school aspirations: Evidence from a sample of close and not-so-close friends," Economics of Education Review, Elsevier, vol. 30(4), pages 575-581, August.
    30. Jaeger, David A & Page, Marianne E, 1996. "Degrees Matter: New Evidence on Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 733-740, November.
    31. 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.
    32. Zvi Eckstein & Kenneth I. Wolpin, 1999. "Why Youths Drop Out of High School: The Impact of Preferences, Opportunities, and Abilities," Econometrica, Econometric Society, vol. 67(6), pages 1295-1340, November.
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    More about this item

    Keywords

    dropout; duration analysis; dropout timing;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

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