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An evaluation of economic efficiency of finnish regions by DEA and Tobit models

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Author Info
Loikkanen, Heikki A. ()
Susiluoto, Ilkka ()
Abstract

Private sector economic efficiency of 83 Finnish regions (labour market areas) in 1988-1999 is investigated by a two stage procedure. In the first stage non-parametric Data Envelopment Analysis (DEA) is used for calculating a best practise production frontier and relative efficiency scores for the regions. Outputs are regional value added and personal direct real income from employment. Inputs of the study include capital stock, employment by education level, years of schooling and volume of local public sector activity. In the second stage, regional differences in efficiency are studied by explaining inefficiency scores (1-efficiency scores) by econometric Tobit models. Here the independent variables include factors which were not explicitly included in the DEA-models such as size (population), location (economic distance) and production structure of regions.

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Paper provided by European Regional Science Association in its series ERSA conference papers with number ersa02p237.

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Date of creation: Aug 2002
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Handle: RePEc:wiw:wiwrsa:ersa02p237

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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. Charnes, Abraham & Cooper, William W. & Li, Shanling, 1989. "Using data envelopment analysis to evaluate efficiency in the economic performance of Chinese cities," Socio-Economic Planning Sciences, Elsevier, vol. 23(6), pages 325-344. [Downloadable!] (restricted)
  2. Millan, Joaquin A & Aldaz, Natalia, 1998. "Agricultural Productivity of the Spanish Regions: A Non-parametric Malmquist Analysis," Applied Economics, Taylor and Francis Journals, vol. 30(7), pages 875-84, July. [Downloadable!] (restricted)
  3. Joaquín Maudos, José M. Pastor, Lorenzo Serrano, 2000. "Efficiency and Productive Specialization: An Application to the Spanish Regions," Regional Studies, Taylor and Francis Journals, vol. 34(9), pages 829-842, December. [Downloadable!] (restricted)
  4. 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)
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(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. 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. [Downloadable!]
  2. Hannu Piekkola, 2005. "Knowledge Capital as the Source of Growth," Discussion Papers 972, The Research Institute of the Finnish Economy. [Downloadable!]
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