An evaluation of economic efficiency of finnish regions by DEA and Tobit models
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.
|Date of creation:||Aug 2002|
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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.
- Joaquin Millan & Natalia Aldaz, 1998. "Agricultural productivity of the Spanish regions: a non-parametric Malmquist analysis," Applied Economics, Taylor & Francis Journals, vol. 30(7), pages 875-884.
- 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.
- Joaquin Maudos & Jose Pastor & Lorenzo Serrano, 2000. "Efficiency and Productive Specialization: An Application to the Spanish Regions," Regional Studies, Taylor & Francis Journals, vol. 34(9), pages 829-842.
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