The Efficiency of European Universities and the Role of Exogenous Factors
DOI:
https://doi.org/10.51359/2965-4661.2023.259291Keywords:
higher education, Data Envelopment Analysis, European higher education institutions, Conditional Frontier AnalysisAbstract
The evaluation of Higher Education represents a worldwide interesting topic of discussion. Many quantitative studies regard efficiency and inefficiency measures of universities’ performance in terms of traditional Data Envelopment Analysis (DEA) or of their variants: the efficiency of a specific university is given by a relation between supplied inputs such as costs, students and faculty, and produced outputs such as graduates and profit, while external influences are taken for granted. The purpose of this analysis is to measure the efficiency of public European Higher Education Institutions (HEIs) through non-parametric approaches and to consider the Conditional Frontier treatment of Daraio and Simar (2005) to test how the introduction of some potential exogenous efficiency determinants might affect the university’s productivity, namely, the proportion of women as faculty staff members, the Gross Domestic Product and the institution foundation year. We analyze a sample of 457 HEIs from 15 countries by measuring their performance during 2013. Our results suggest the proportion of women as a substitutive input that has a positive effect on the production process.
References
Agasisti, T, Peréz-Esparrells, C. (2010). Comparing Efficiency in a Cross-Country Perspective: the case of Italian and Spanish State Universities. Higher Education, 59, 85–103. https://doi.org/10.1007/s10734-009-9235-8
Bonaccorsi A., Daraio C. (2007), Universities and Strategic Knowledge Creation. Specialization and Performance in Europe. PRIME Series on Research and Innovation Policy in Europe, Edward Elgar Publisher, Cheltenham (UK).
Charnes, A., Cooper, W.W., Rhodes, E. (1978). Measuring the Efficiency of Decision Making Units. European Journal of Operational Research, 2(6), 429-444. https://doi.org/10.1016/0377-2217(78)90138-8
Daraio C., Simar, L. (2005). Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach. Journal of Productivity Analysis, 24(1), 93–121. https://doi.org/10.1007/s11123-005-3042-8
Daraio C., Simar, L. (2007a), Conditional Nonparametric Frontier Models for Convex and Non Convex Technologies: A unifying Approach, The Journal of Productivity Analysis, 28, 13–32. https://doi.org/10.1007/s11123-007-0049-3
Daraio C., Simar L. (2007b). Advanced Robust and Nonparametric Methods in Effi-ciency Analysis. Methodology and Applications. Springer, New York (USA). https://doi.org/10.1007/978-0-387-35231-2
Deprins, D., Simar L., Tulkens H. (1984). Measuring labor-efficiency in post offices. In: Marchand, M., Pestieau, P., Tulkens, H. (eds.). The Performance of public enter-prises - Concepts and Measurement. Amsterdam, North-Holland, 243–267.
Farrell, M.J. (1957). The measurement of the Productive Efficiency. Journal of the Royal Statistical Society, Series A, 120(3), 253-290. https://doi.org/10.2307/2343100
Nepomuceno, T. C. C., Santiago, K. T. M., Daraio, C., Costa, A. P. C. S. (2022). Ex-ogenous crimes and the assessment of public safety efficiency and effectiveness. Annals of Operations Research, 316, 1349–1382. https://doi.org/10.1007/s10479-020-03767-6
Shephard, R.W. (1970). Theory of Cost and Production Function. Princeton, NJ: Princeton University Press.
Simar, L., Wilson, P.W. (1998). Sensitivity analysis of efficiency scores: how to bootstrap in nonparametric frontier models. Management Science, 44(1), 49-61.
Wolszczak-Derlacz, J., Parteka, A. (2011). Efficiency of European public higher ed-ucation institutions: a two-stage multicountry approach. Scyentometrics, 89, 887–917. https://doi.org/10.1007/s11192-011-0484-9
Daghbashyan, Z. (2011). The Economic Efficiency of Swedish Higher Education In-stitutions. Working Paper Series in Economics and Institutions of Innovation 245, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Inno-vation Studies.
Klumpp, M. (2012). European Universities Efficiency Benchmarking. In: EAIR 34th Annual Forum in Stavanger. The European Higher Education Society, Norway.
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Copyright (c) 2023 Giulia Boezi, Angelica Cottarelli, Daniele Pagnozzi, Isurika Manimendra
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