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Subject mix and productivity in Portuguese universities. (English) Zbl 1157.90476

Summary: Recent changes in higher education, especially associated with its massification, have led to calls for more accountability and to an increasing need to evaluate universities’ performance. However, comparing universities with different subject mixes poses some significant problems. In this article, a linear mixed-effect model methodology allowing for random effects at university level is used to measure the productivity of Portuguese public universities, taking into account their subject composition, for a period of five years (1997-2001). The results show that subject mix is an important factor in explaining the variability in productivity between universities. However, even taking account of subject mix, a lot of inefficiency is found in the system, and a significant variability in productivity among universities exists.

MSC:

90B90 Case-oriented studies in operations research

Software:

SPSS
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References:

[1] Abbott, M.; Doucouliagos, H., Research output of Australian universities, Education Economics, 12, 3, 251-265 (2004)
[2] (Barreto, A., A Situação Social em Portugal (1996), ICS: ICS Lisboa)
[3] Cohn, E.; Rhine, S.; Santos, M., Institutions of higher education as multi-product firms: Economies of scale and scope, The Review of Economics and Statistics, 71, 2, 284-290 (1989)
[4] Draper, D.; Gittoes, M., Statistical analysis of performance indicators in UK higher education, Journal of the Royal Statistics Society A, 167, 3, 449-474 (2004)
[5] Johnes, J., Performance assessment in higher education in Britain, European Journal of Operational Research, 89, 1, 18-33 (1996) · Zbl 0911.90249
[6] Johnes, J.; Johnes, G., Research funding and performance in UK university departments of economics: A frontier analysis, Economics of Education Review, 14, 3, 301-314 (1995)
[7] Landau, S.; Everitt, B. S., A Handbook of Statistical Analyses using SPSS (2004), Chapman & Hall/CRC: Chapman & Hall/CRC Boca Raton, FL
[8] (Neave, G.; van Vught, F., Government and Higher Education Relationships Across Three Continents - The Winds of Change (1994), Pergamon Press: Pergamon Press Oxford)
[9] OECD, 2006. National Review of the Portuguese Higher Education System. OECD, Paris.; OECD, 2006. National Review of the Portuguese Higher Education System. OECD, Paris.
[10] Portugal, Ministry of Education, OCES, 2004. Statistical Data on the Portuguese Higher Education System. Ministry of Education, Lisbon.; Portugal, Ministry of Education, OCES, 2004. Statistical Data on the Portuguese Higher Education System. Ministry of Education, Lisbon.
[11] Rosa, M.J., Tavares, D., Amaral, A., 2007. Funding allocation and staff management. Presented at the 29th EAIR Forum, Innsbruck, Austria, 26-29 August.; Rosa, M.J., Tavares, D., Amaral, A., 2007. Funding allocation and staff management. Presented at the 29th EAIR Forum, Innsbruck, Austria, 26-29 August.
[12] Sarrico, C.S., 1998. Performance measurement in UK universities: Bringing in the stakeholders’ perspectives using data envelopment analysis. Ph.D. Thesis. University of Warwick, UK.; Sarrico, C.S., 1998. Performance measurement in UK universities: Bringing in the stakeholders’ perspectives using data envelopment analysis. Ph.D. Thesis. University of Warwick, UK.
[13] Sarrico, C. S.; Dyson, R. G., Restricting virtual weights in data envelopment analysis, European Journal of Operational Research, 159, 1, 17-34 (2004) · Zbl 1067.90086
[14] Simão, J.V., Santos, S.M., Costa, A.A., 2002. Ensino Superior: Uma Visão para a Próxima Década. Gradiva, Lisboa.; Simão, J.V., Santos, S.M., Costa, A.A., 2002. Ensino Superior: Uma Visão para a Próxima Década. Gradiva, Lisboa.
[15] Teixeira, P. N.; Cardoso, M. F.; Sarrico, C. S.; Rosa, M. J., The Portuguese public university system: On the road to improvement?, (Bonnaccorsi, A.; Daraio, C., Universities and Strategic Knowledge Creation (2007), Edward Elgar: Edward Elgar Aldershot)
[16] (Teixeira, P.; Dill, D.; Amaral, A.; Jongbloed, B., Markets in Higher Education (2004), Kluwer: Kluwer Amsterdam)
[17] Teixeira, P.; Johnstone, D. B.; Rosa, M.; Vossensteyn, J. J., A Fairer Deal? Cost-Sharing and Accessibility in Western Higher Education (2006), Springer/Kluwer: Springer/Kluwer Dordrecht
[18] Teixeira, P.; Rosa, M. J.; Amaral, A., Is there a Higher Education Market in Portugal?, (Teixeira, P.; Dill, D.; Amaral, A.; Jongbloed, B., Markets in Higher Education (2004), Kluwer: Kluwer Amsterdam)
[19] Trow, M., Trust, markets, and accountability in higher education: A comparative perspective, Higher Education Policy, 9, 4, 309-324 (1996)
[20] (van Vught, F., Governmental Strategies and Innovation in Higher Education (1989), Jessica Kingsley Publishers: Jessica Kingsley Publishers London)
[21] Verbeke, G.; Molenbergs, G., Linear Mixed Models for Longitudinal Data (2000), Springer: Springer New York
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