University dropouts in Italy: Are supply side characteristics part of the problem?

High student dropout rates are a long-standing issue in Italian universities. University dropouts may be explained by supply side characteristics of universities as well as by students’ individual characteristics, but studies of dropouts in Italy have focused on the latter group of characteristics. Our econometric analysis focuses on single universities as units of analysis and employs Italian Ministry of Education, University and Research data covering seven years from 2001 to 2008. Several models were used for estimations: fixed effects vs random effects models, and generalized least squares models corrected for heteroskedasticity and autocorrelation within panels. The results show that some supply side factors have a significant impact on the probability of dropout occurring, especially when considering the organizational aspects of Italian universities. So, for instance, acting on the structure of university courses and reorganizing remote branches might reduce the number of dropouts.

[1]  Giorgio Di Pietro,et al.  Degree flexibility and university drop-out: The Italian experience , 2008 .

[2]  Lorenzo Cappellari,et al.  The 'Bologna Process' and College Enrolment Decisions , 2008, SSRN Electronic Journal.

[3]  Antonello Maruotti,et al.  University drop-out: an Italian experience , 2010 .

[4]  Michael Lovenheim,et al.  Why Have College Completion Rates Declined? An Analysis of Changing Student Preparation and Collegiate Resources. , 2009, American economic journal. Applied economics.

[5]  John Bound,et al.  Dropouts and Diplomas , 2011 .

[6]  Sarah Turner,et al.  Chapter 8 – Dropouts and Diplomas: The Divergence in Collegiate Outcomes , 2011 .

[7]  Sarah E. Turner,et al.  Going to College and Finishing College.Explaining Different Educational Outcomes , 2004 .

[8]  Fiona Steele,et al.  The Choice Between Fixed and Random Effects Models: Some Considerations for Educational Research , 2010, SSRN Electronic Journal.

[9]  Tiziana Laureti,et al.  AN ECONOMETRIC ANALYSIS OF STUDENT WITHDRAWAL AND PROGRESSION IN POST-REFORM ITALIAN UNIVERSITIES , 2005 .

[10]  Carmen Aina,et al.  Time to degree: students' abilities, university characteristics or something else? Evidence from Italy , 2011 .

[11]  Robin Naylor,et al.  Dropping out of university: A statistical analysis of the probability of withdrawal for UK university students , 2001 .

[12]  Giorgio Di Pietro,et al.  Regional labour market conditions and university dropout rates: evidence from Italy , 2006 .

[13]  Neil Harrison,et al.  The impact of negative experiences, dissatisfaction and attachment on first year undergraduate withdrawal , 2006 .

[14]  Cheng Hsiao,et al.  Analysis of Panel Data , 1987 .

[15]  Jeffrey M. Wooldridge,et al.  Solutions Manual and Supplementary Materials for Econometric Analysis of Cross Section and Panel Data , 2003 .

[16]  Vincent Tinto.  Dropout from Higher Education: A Theoretical Synthesis of Recent Research , 1975 .

[17]  M. Arellano.  Panel Data Econometrics , 2002 .

[18]  Claude Montmarquette,et al.  The determinants of university dropouts: a bivariate probability model with sample selection , 2001 .

[19]  R. Bennett.  Determinants of Undergraduate Student Drop Out Rates in a University Business Studies Department , 2003 .

[20]  Sarah E MacKie.  Jumping the Hurdles – Undergraduate Student Withdrawal Behaviour , 2001 .

[21]  Giorgio Di Pietro.  The determinants of university dropout in Italy: a bivariate probability model with sample selection , 2004 .