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Cost Efficiency of Finnish Municipalities in Basic Service Provision 1994-2002

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  • Heikki A. Loikkanen
  • Ilkka Susiluoto

Abstract

Cost efficiency of basic welfare service provision in 353 Finnish municipalities in 1994-2002 is investigated. In a basically two tier public sector (central government and municipalities) the municipal sector has a central role in the Finnish economy as a provider of welfare services. Data Envelopment Analysis (DEA), a non-parametric linear programming method is employed, calculating a best practise total cost frontier for the decision making units, and comparing the various DMUs with this frontier. The outputs consist of up to ten volume indicators of services in health, social and educational sector. As the combined input, total real production costs of these services is used. According to the results efficiency differences were considerable between the municipalities, and a small group of a peripheral municipalities scored clearly below the others. Also annual changes in cost efficiency were estimated. As a second stage, differences in the DEA cost efficiency scores were explained with statistical models. Here the explanatory variables included structural and demographic indicators of municipalities, their location and measures of political power at local level. According to the results several of these variables had an expected effect on cost efficiency.

Suggested Citation

  • Heikki A. Loikkanen & Ilkka Susiluoto, 2005. "Cost Efficiency of Finnish Municipalities in Basic Service Provision 1994-2002," ERSA conference papers ersa05p37, European Regional Science Association.
    • Handle: RePEc:wiw:wiwrsa:ersa05p37
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    1. Baumol, William J, 1972. "Macroeconomics of Unbalanced Growth: Reply," American Economic Review, American Economic Association, vol. 62(1), pages 150-150, March.
    2. Kirjavainen, Tanja & Loikkanent, Heikki A., 1998. "Efficiency differences of finnish senior secondary schools: An application of DEA and Tobit analysis," Economics of Education Review, Elsevier, vol. 17(4), pages 377-394, October.
    3. De Borger, Bruno & Kerstens, Kristiaan, 1996. "Cost efficiency of Belgian local governments: A comparative analysis of FDH, DEA, and econometric approaches," Regional Science and Urban Economics, Elsevier, vol. 26(2), pages 145-170, April.
    4. Maria Teresa Balaguer-Coll & Diego Prior-Jiménez & José Manuel Vela-Bargues, 2002. "Efficiency and Quality in Local Government Management. The case of Spanish Local Authotities," Working Papers 0202, Departament Empresa, Universitat Autònoma de Barcelona, revised Feb 2002.
    5. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181, Decembrie.
    6. 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.
    7. Balaguer-Coll, Maria Teresa & Prior, Diego & Tortosa-Ausina, Emili, 2007. "On the determinants of local government performance: A two-stage nonparametric approach," European Economic Review, Elsevier, vol. 51(2), pages 425-451, February.
    8. De Borger, B & Kerstens, K. & Moesen, W. & Vanneste, J., 1994. "Explaining Differences in Productive Efficiency: An Application to Belgian Municipalities," Public Choice, Springer, vol. 80(3-4), pages 339-358, September.
    9. R. Allen & A. Athanassopoulos & R.G. Dyson & E. Thanassoulis, 1997. "Weights restrictions and value judgements in Data Envelopment Analysis: Evolution, development and future directions," Annals of Operations Research, Springer, vol. 73(0), pages 13-34, October.
    10. Järviö, Maija-Liisa & Luoma, Kalevi, 2000. "Productivity Changes in Finnish Health Centres: A Malmquist Index Approach," Discussion Papers 218, VATT Institute for Economic Research.
    11. Seiford, Lawrence M. & Thrall, Robert M., 1990. "Recent developments in DEA : The mathematical programming approach to frontier analysis," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 7-38.
    12. 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.
    13. Loikkanen, Heikki A. & Susiluoto, Ilkka, 2002. "An evaluation of economic efficiency of finnish regions by DEA and Tobit models," ERSA conference papers ersa02p237, European Regional Science Association.
    14. Francisco Pedraja-Chaparro & Javier Salinas-Jimenez & Peter Smith, 1997. "On the Role of Weight Restrictions in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 8(2), pages 215-230, May.
    15. T Joro & E-J Viitala, 2004. "Weight-restricted DEA in action: from expert opinions to mathematical models," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(8), pages 814-821, August.
    16. António Afonso & Sónia Fernandes, 2003. "Efficiency of Local Government Spending: Evidence for the Lisbon Region," Working Papers Department of Economics 2003/09, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    17. Kirjavainen, Tanja & Loikkanen, Heikki A., 1995. "School Resources and Student Achievement: Evidence from Finnish Senior Secondary Schools," Discussion Papers 91, VATT Institute for Economic Research.
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