Effects of Financial Source Dependency on Public University Operating Efficiencies: Data Envelopment Single-Stage and Tobit Two-Stage Evaluations
Managing publicly owned universities has necessitated year after year adjustments to shifts in the dependency on alternative financing sources. The global financial crisis bought new managerial operating challenges with an accelerated decline in government funding and a quick evaporation of investment income. But, in many cases, regulatory constraints prevented offsetting tuition increases. This paper investigates how differences in university finances potentially affect operating efficiencies. The analysis uses panel data on 331 universities for academic years 2005-2009. Because finances are only partially under the control of university management, they are treated as quasi environmental in the implementation of data envelopment estimation of efficiencies. Single stage DEA estimates are, therefore, generated with university financial environments included under one model and excluded under another model. Results are compared to a Tobit two-stage analysis in which first-stage efficiencies are used along with financial environments. Findings indicate that greater tuition dependency promotes inefficiency while increased government funding yields efficiency gains. Investment income also appears to have a slight negative effect, albeit statistically weak. Despite recent financial shocks, the results reveal public university efficiencies have improved over time.
Volume (Year): 3 (2013)
Issue (Month): (February)
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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.
- Léopold Simar & Paul Wilson, 2011. "Two-stage DEA: caveat emptor," Journal of Productivity Analysis, Springer, vol. 36(2), pages 205-218, October.
- Korhonen, Pekka & Tainio, Risto & Wallenius, Jyrki, 2001.
"Value efficiency analysis of academic research,"
European Journal of Operational Research,
Elsevier, vol. 130(1), pages 121-132, April.
- R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
- Tommaso Agasisti & Geraint Johnes, 2009. "Beyond frontiers: comparing the efficiency of higher education decision-making units across more than one country," Education Economics, Taylor & Francis Journals, vol. 17(1), pages 59-79.
- G. Thomas Sav, 2004. "Higher education costs and scale and scope economies," Applied Economics, Taylor & Francis Journals, vol. 36(6), pages 607-614.
- Roger Carrington & Tim Coelli & D. S. Prasada Rao, 2005. "The Performance Of Australian Universities: Conceptual Issues And Preliminary Results," Economic Papers, The Economic Society of Australia, vol. 24(2), pages 145-163, 06.
- Yang, H. & Pollitt, M., 2007.
"Incorporating Both Undesirable Outputs and Uncontrollable Variables into DEA: the Performance of Chinese Coal-Fired Power Plants,"
Cambridge Working Papers in Economics
0733, Faculty of Economics, University of Cambridge.
- Yang, Hongliang & Pollitt, Michael, 2009. "Incorporating both undesirable outputs and uncontrollable variables into DEA: The performance of Chinese coal-fired power plants," European Journal of Operational Research, Elsevier, vol. 197(3), pages 1095-1105, September.
- Colbert, Amy & Levary, Reuven R. & Shaner, Michael C., 2000. "Determining the relative efficiency of MBA programs using DEA," European Journal of Operational Research, Elsevier, vol. 125(3), pages 656-669, September.
- Kempkes, Gerhard & Pohl, Carsten, 2006.
"The Efficiency of German Universities Some Evidence from Non-Parametric and Parametric Methods,"
Dresden Discussion Paper Series in Economics
08/06, Dresden University of Technology, Faculty of Business and Economics, Department of Economics.
- Gerhard Kempkes & Carsten Pohl, 2010. "The efficiency of German universities-some evidence from nonparametric and parametric methods," Applied Economics, Taylor & Francis Journals, vol. 42(16), pages 2063-2079.
- Gerhard Kempkes & Carsten Pohl, 2006. "The Efficiency of German Universities – Some Evidence from Non-Parametric and Parametric Methods," Ifo Working Paper Series Ifo Working Papers No. 36, Ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
- Antreas Athanassopoulos & Estelle Shale, 1997. "Assessing the Comparative Efficiency of Higher Education Institutions in the UK by the Means of Data Envelopment Analysis," Education Economics, Taylor & Francis Journals, vol. 5(2), pages 117-134.
- Ahn, Taesik & Charnes, Abraham & Cooper, William W., 1988. "Some statistical and DEA evaluations of relative efficiencies of public and private institutions of higher learning," Socio-Economic Planning Sciences, Elsevier, vol. 22(6), pages 259-269.
- Melville McMillan & Wing Chan, 2006. "University Efficiency: A Comparison and Consolidation of Results from Stochastic and Non-stochastic Methods," Education Economics, Taylor & Francis Journals, vol. 14(1), pages 1-30.
- Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
- Emrouznejad, Ali & Parker, Barnett R. & Tavares, Gabriel, 2008. "Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA," Socio-Economic Planning Sciences, Elsevier, vol. 42(3), pages 151-157, September.
- Bhattacharyya, Arunava & Lovell, C. A. K. & Sahay, Pankaj, 1997. "The impact of liberalization on the productive efficiency of Indian commercial banks," European Journal of Operational Research, Elsevier, vol. 98(2), pages 332-345, April.
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