Handling negative data using Data Envelopment Analysis: a directional distance approach applied to higher education
This paper applies a data envelopment analysis (DEA) method to assess technical efficiency of both private and public universities in Italy. Moving from the traditional context where inputs and outputs are assumed to be non-negative, a directional distance function approach has been applied in order to handle both desirable (i.e. number of graduates) and undesirable (i.e. number of dropouts) outputs. The findings based on a panel from academic year 2003/2004 to 2007/2008 reveal the presence of interesting geographical (both by macro areas and regions) and ownership (private, public) effects. Several quality and quantity proxies have also been used in order to check whether the estimates depend on the output specification. Finally, the possible evidence of variation in the universities’ performances by subject of study has been taken into account in order to check whether the results are still consistent comparing universities within subject rather than across subjects.
|Date of creation:||Apr 2014|
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- Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
- Charnes, A. & Cooper, W. W. & Golany, B. & Seiford, L. & Stutz, J., 1985. "Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 91-107.
- Kerstens, Kristiaan & Van de Woestyne, Ignace, 2009.
"Negative Data in DEA: A Simple Proportional Distance Function Approach,"
2009/04, Hogeschool-Universiteit Brussel, Faculteit Economie en Management.
- K. Kerstens & I. Van de Woyestyne, 2011. "Negative data in DEA: a simple proportional distance function approach," Post-Print halshs-00585619, HAL.
- Kristiaan Kerstens & Ignace Van de Woestyne, 2009. "Negative Data in DEA: A Simple Proportional Distance Function Approach," Working Papers 2009-ECO-03, IESEG School of Management.
- G. Boero & A. Mcknight & R. Naylor & J. Smith, 2001. "Graduates and graduate labour markets in the UK and Italy," Working Paper CRENoS 200111, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
- Tommaso Agasisti, 2011. "Performances and spending efficiency in higher education: a European comparison through non-parametric approaches," Education Economics, Taylor & Francis Journals, vol. 19(2), pages 199-224.
- Gary Madden & Scott Savage & Steven Kemp, 1997. "Measuring Public Sector Efficiency: A Study of Economics Departments at Australian Universities," Education Economics, Taylor & Francis Journals, vol. 5(2), pages 153-168.
- repec:kap:iaecre:v:16:y:2010:i:1:p:24-38 is not listed on IDEAS
- Abbott, M. & Doucouliagos, C., 2003. "The efficiency of Australian universities: a data envelopment analysis," Economics of Education Review, Elsevier, vol. 22(1), pages 89-97, February.
- Cappellari, Lorenzo & Lucifora, Claudio, 2009.
"The "Bologna Process" and college enrollment decisions,"
Elsevier, vol. 16(6), pages 638-647, December.
- Cappellari, Lorenzo & Lucifora, Claudio, 2008. "The 'Bologna process' and College enrolment decisions," ISER Working Paper Series 2008-16, Institute for Social and Economic Research.
- Cappellari, Lorenzo & Lucifora, Claudio, 2008. "The "Bologna Process" and College Enrolment Decisions," IZA Discussion Papers 3444, Institute for the Study of Labor (IZA).
- Lorenzo Cappellari & Claudio Lucifora, 2008. "The "Bologna Process" and College Enrolment Decisions," DISCE - Quaderni dell'Istituto di Economia dell'Impresa e del Lavoro ieil0051, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
- Walter Briec & K. Kerstens, 2009. "Infeasibilities and directional distance functions: with application to the determinateness of the luenberger productivity indicator," Post-Print hal-00372560, HAL.
- Worthington, Andrew C. & Lee, Boon L., 2008.
"Efficiency, technology and productivity change in Australian universities, 1998-2003,"
Economics of Education Review,
Elsevier, vol. 27(3), pages 285-298, June.
- Andrew Worthington & Boon L. Lee, 2005. "Efficiency, technology and productivity change in Australian universities, 1998-2003," School of Economics and Finance Discussion Papers and Working Papers Series 195, School of Economics and Finance, Queensland University of Technology.
- Cazals, Catherine & Florens, Jean-Pierre & Simar, Leopold, 2002. "Nonparametric frontier estimation: a robust approach," Journal of Econometrics, Elsevier, vol. 106(1), pages 1-25, January.
- Zoghbi, Ana Carolina & Rocha, Fabiana & Mattos, Enlinson, 2013. "Education production efficiency: Evidence from Brazilian universities," Economic Modelling, Elsevier, vol. 31(C), pages 94-103.
- Knox Lovell, C. A., 1995. "Measuring the macroeconomic performance of the Taiwanese economy," International Journal of Production Economics, Elsevier, vol. 39(1-2), pages 165-178, April.
- Andrew Worthington, 2001. "An Empirical Survey of Frontier Efficiency Measurement Techniques in Education," Education Economics, Taylor & Francis Journals, vol. 9(3), pages 245-268.
- Tommaso Agasisti & Carlo Salerno, 2007. "Assessing the Cost Efficiency of Italian Universities," Education Economics, Taylor & Francis Journals, vol. 15(4), pages 455-471.
- Rolf Färe & Shawna Grosskopf, 2000. "Theory and Application of Directional Distance Functions," Journal of Productivity Analysis, Springer, vol. 13(2), pages 93-103, March.
- Wiji Arulampalam & Robin A. Naylor & Jeremy P. Smith, 2004. "A hazard model of the probability of medical school drop-out in the UK," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 167(1), pages 157-178.
- Johnes, Jill & Johnes, Geraint, 1995. "Research funding and performance in U.K. University Departments of Economics: A frontier analysis," Economics of Education Review, Elsevier, vol. 14(3), pages 301-314, September.
- Smith, Jeremy & Naylor, Robin, 2001. " Determinants of Degree Performance in UK Universities: A Statistical Analysis of the 1993 Student Cohort," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(1), pages 29-60, February.
- Kao, Chiang & Hung, Hsi-Tai, 2008. "Efficiency analysis of university departments: An empirical study," Omega, Elsevier, vol. 36(4), pages 653-664, August.
- Johnes, Jill, 2006. "Data envelopment analysis and its application to the measurement of efficiency in higher education," Economics of Education Review, Elsevier, vol. 25(3), pages 273-288, June.
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