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Higher education institutions' costs and efficiency: taking the decomposition a further step

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Author Info
Geraint Johnes
Jill Johnes

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Abstract

A multiproduct cost function is estimated for English higher education institutions using a panel of data from recent years. The panel approach allows estimation by means of a random parameter stochastic frontier model which provides considerable new insights in that it allows the impact on costs of inter-institutional differences in the cost function itself to be distinguished from inter-institutional differences in efficiency. The approach used here therefore resembles in some respects the non-parametric methods of efficiency evaluation. We report also on measures of average incremental cost of provision and on returns to scale and scope.

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Paper provided by Lancaster University Management School, Economics Department in its series Working Papers with number 003052.

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Date of creation: 2005
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Handle: RePEc:lan:wpaper:003052

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Related research
Keywords: stochastic frontier; random parameter models; costs; higher education;

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Johnes, Geraint, 1997. "Costs and Industrial Structure in Contemporary British Higher Education," Economic Journal, Royal Economic Society, vol. 107(442), pages 727-37, May. [Downloadable!] (restricted)
  2. Glass, J C & McKillop, Donal G & Hyndman, N, 1995. "Efficiency in the Provision of University Teaching and Research: An Empirical Analysis of UK Universities," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(1), pages 61-72, Jan.-Marc. [Downloadable!] (restricted)
  3. Philip Andrew Stevens, 2001. "The determinants of economic efficiency in English and Welsh universities," NIESR Discussion Papers 185, National Institute of Economic and Social Research. [Downloadable!]
  4. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-32.
  5. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July. [Downloadable!] (restricted)
  6. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June. [Downloadable!] (restricted)
  7. Efthymios G. Tsionas, 2002. "Stochastic frontier models with random coefficients," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(2), pages 127-147. [Downloadable!]
  8. 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. [Downloadable!] (restricted)
  9. Cohn, Elchanan & Rhine, Sherrie L W & Santos, Maria C, 1989. "Institutions of Higher Education as Multi-product Firms: Economies of Scale and Scope," The Review of Economics and Statistics, MIT Press, vol. 71(2), pages 284-90, May. [Downloadable!] (restricted)
  10. Izadi, Hooshang & Johnes, Geraint & Oskrochi, Reza & Crouchley, Robert, 2002. "Stochastic frontier estimation of a CES cost function: the case of higher education in Britain," Economics of Education Review, Elsevier, vol. 21(1), pages 63-71, February. [Downloadable!] (restricted)
  11. Geraint Johnes, 2004. "A Fourth Desideratum: The CES Cost Function and the Sustainable Configuration of Multiproduct Firms," Bulletin of Economic Research, Blackwell Publishing, vol. 56(4), pages 329-332, October. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Geraint Johnes, 2005. "Funding formulae where costs legitimately differ: the case of higher education in England," Working Papers 003053, Lancaster University Management School, Economics Department. [Downloadable!]
    Other versions:
  2. Geraint Johnes & Jill Johnes & E Thanassoulis & Mika Kortelainen, 2009. "Costs and Efficiency of Higher Education Institutions in England: A DEA Analysis," Working Papers 005896, Lancaster University Management School, Economics Department. [Downloadable!]
  3. Tanja Kirjavainen, 2007. "Efficiency of Finnish Upper Secondary Schools: An Application of Stochastic Frontier Analysis with Panel Data," Discussion Papers 428, Government Institute for Economic Research Finland (VATT). [Downloadable!]
  4. Geraint Johnes & T Agasisti, 2009. "Cost Structure, Efficiency and Heterogeneity in US Higher Education: An Empirical Analysis," Working Papers 005930, Lancaster University Management School, Economics Department. [Downloadable!]
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