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Should I Stay Or Should I Go? Dropping Out From University: An Empirical Analysis Of Students’ Performances

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  • Roberto Zotti

    (University of Salerno)

Abstract

A strong incentive for studying the dropout phenomenon in the context of Italian tertiary education, both from the positive standpoint and from the regulatory one, is because higher education institutions are evaluated and then financially supported also on the base of parameters such as the dropout rate, especially between the first and the second year. An econometric analysis of factors that affect the decision to drop out has been made, using administrative data on students enrolled in post-reform courses at University of Salerno in the academic year 2003/2004. Focusing on very detailed individual information, the database allows to take into account changes in university attendance decisions year by year and to provide a precise identification of the students who drop out. Moreover a non-selective entrance test score has also been taken into account in order to understand weather it could successfully predict and reduce dropout rates. Evidence that the pre-enrollment characteristics and performances play an important role on the students’ decision to drop out has been found out. Moreover, the students’ non-selective entrance test scores seem to be a good signal of the students’ ability. They could well predict the student’s future performances suggesting their use to improve the matching between students and their individual specific curricula.

Suggested Citation

  • Roberto Zotti, 2015. "Should I Stay Or Should I Go? Dropping Out From University: An Empirical Analysis Of Students’ Performances," Working Papers 70, AlmaLaurea Inter-University Consortium.
  • Handle: RePEc:laa:wpaper:70
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    File URL: http://www2.almalaurea.it/universita/pubblicazioni/wp/pdf/wp70.pdf
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    References listed on IDEAS

    as
    1. Niall O'Higgins & Marcello D'Amato & Floro Ernesto Caroleo & Adriana Barone, 2007. "Gone for Good? Determinants of School Dropout in Southern Italy," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 66(2), pages 207-246, July.
    2. Carmen Aina, 2011. "The Determinants of Success and Failure of Italian University Students. Evidence from administrative data," Rivista Internazionale di Scienze Sociali, Vita e Pensiero, Pubblicazioni dell'Universita' Cattolica del Sacro Cuore, vol. 119(2), pages 85-108.
    3. Daniele Checchi & Luca Flabbi, 2013. "Intergenerational Mobility and Schooling Decisions in Germany and Italy: The Impact of Secondary School Tracks," Rivista di Politica Economica, SIPI Spa, issue 3, pages 7-57, July-Sept.
    4. Thomas J. Kane & Cecilia Rouse, 1993. "Labor Market Returns to Two- And Four-Year College: Is A Credit a Credit And Do Degrees Matter?," Working Papers 690, Princeton University, Department of Economics, Industrial Relations Section..
    5. 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.
    6. Audrey Light & Wayne Strayer, 2000. "Determinants of College Completion: School Quality or Student Ability?," Journal of Human Resources, University of Wisconsin Press, vol. 35(2), pages 299-332.
    7. Johnes, Geraint, 1992. "Performance Indicators in Higher Education: A Survey of Recent Work," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 8(2), pages 19-34, Summer.
    8. repec:fth:prinin:311 is not listed on IDEAS
    9. Thomas J. Kane & Cecilia E. Rouse, 1993. "Labor Market Returns to Two- and Four-Year Colleges: Is a Credit a Credit and Do Degrees Matter?," NBER Working Papers 4268, National Bureau of Economic Research, Inc.
    10. Checchi, Daniele & Fiorio, Carlo V. & Leonardi, Marco, 2013. "Intergenerational persistence of educational attainment in Italy," Economics Letters, Elsevier, vol. 118(1), pages 229-232.
    11. 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.
    12. Card, David & Krueger, Alan B, 1992. "Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States," Journal of Political Economy, University of Chicago Press, vol. 100(1), pages 1-40, February.
    13. Carmen Aina & Eliana Baici & Giorgia Casalone, 2011. "Time to degree: students' abilities, university characteristics or something else? Evidence from Italy," Education Economics, Taylor & Francis Journals, vol. 19(3), pages 311-325.
    14. Daron Acemoglu & Joshua Angrist, 2001. "How Large Are Human Capital Externalities? Evidence from Compulsory Schooling Laws," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 9-74, National Bureau of Economic Research, Inc.
    15. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies.
    16. Albrecht, D. & Ziderman, A., 1992. "Funding Mechanisms for Higher Education," World Bank - Discussion Papers 153, World Bank.
    17. Eric A. Hanushek & Victor Lavy & Kohtaro Hitomi, 2008. "Do Students Care about School Quality? Determinants of Dropout Behavior in Developing Countries," Journal of Human Capital, University of Chicago Press, vol. 2(1), pages 69-105.
    18. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    19. 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.
    20. Geraint Johnes, 1998. "Human capital versus sorting: new data and a new test," Applied Economics Letters, Taylor & Francis Journals, vol. 5(10), pages 665-667.
    21. Di Pietro, Giorgio & Cutillo, Andrea, 2008. "Degree flexibility and university drop-out: The Italian experience," Economics of Education Review, Elsevier, vol. 27(5), pages 546-555, October.
    22. Federico Cingano & Piero Cipollone, 2007. "University drop-out. The case of Italy," Temi di discussione (Economic working papers) 626, Bank of Italy, Economic Research and International Relations Area.
    23. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    24. Thomas J. Kane & Cecilia E. Rouse, 1993. "Labor Market Returns to Two- And Four-Year College: Is a Credit a Credit And Do Degrees Matter?," Working Papers 690, Princeton University, Department of Economics, Industrial Relations Section..
    25. G. Boero & T. Laureti & R. Naylor, 2005. "An econometric analysis of student withdrawal and progression in post-reform Italian Universities," Working Paper CRENoS 200504, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    26. 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 247-252, May.
    27. 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.
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    More about this item

    Keywords

    Probit estimation; Student drop-out (non-completition) probabilities; University performance; Selective entry test;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions

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