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Productivity and its Drivers in Finnish Primary Care 1988-2003

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Author Info
Maija-Liisa Järviö
Juho Aaltonen
Tarmo Räty
Kalevi Luoma

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Abstract

We measure productivity changes of primary care in Finland between 1988 and 2003 as a ratio of key services produced and real operating costs. In the second stage we estimate a truncated regression model that quantifies the contribution of certain internal and exogenous factors to productivity. We use newly developed techniques to correct asymptotic bias in non-parametric efficiency scores and bootstrap the confidence intervals for the explanatory model parameter estimates. The bias accounts on average 2.8 percent decrease in efficiency level. From 1997 to 2003 the average productivity declined 13.7 percent; the result is insensitive to estimated bias. Even if standard parametric confidence intervals do not generally apply when efficiency scores are regressed, our bootstrapped intervals are almost equal to parametric ones. Of the correlates used the increased income subject to municipal taxation accounted for three percentage points of the productivity decrease. The correlates, that are expected to decrease the need of primary care services, had a negative impact on productivity, implying that health centres have not been able to adjust their resource usage correspondingly. Organisational changes that have taken place within primary care have not resulted in desired productivity improvements.

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Paper provided by Government Institute for Economic Research Finland (VATT) in its series Research Reports with number 118.

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Date of creation: 29 Dec 2005
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Handle: RePEc:fer:resrep:118

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Related research
Keywords: Primary care; health centres; productivity; bootstrap;

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Find related papers by JEL classification:
I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis
C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Statistical Simulation Methods

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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. Léopold Simar, Paul W. Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor and Francis Journals, vol. 27(6), pages 779-802, August. [Downloadable!] (restricted)
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  2. Unto Häkkinen, 2005. "The impact of changes in Finland's health care system," Health Economics, John Wiley & Sons, Ltd., vol. 14(S1), pages S101-S118. [Downloadable!]
  3. Simar, L. & Wilson, P.W., 1999. "Statistical Inference in Nonparametric Frontier Models: the State of the Art," Papers 9904, Catholique de Louvain - Institut de statistique.
  4. Mihály Simai, 2003. "Practical Guide for Active National Policy Makers - what Science and Technology Policy Can and Cannot Do?," Research Reports 103, Government Institute for Economic Research Finland (VATT). [Downloadable!]
  5. 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. [Downloadable!] (restricted)
  6. Jaakko Kiander & Reino Hjerppe, 2004. "Technology Policy and Knowledge-based Growth in Small Countries," Research Reports 110, Government Institute for Economic Research Finland (VATT). [Downloadable!]
  7. Juha Laine & Miika Linna & Unto Häkkinen & Anja Noro, 2005. "Measuring the productive efficiency and clinical quality of institutional long-term care for the elderly," Health Economics, John Wiley & Sons, Ltd., vol. 14(3), pages 245-256. [Downloadable!]
  8. Newhouse, Joseph P., 1994. "Frontier estimation: How useful a tool for health economics?," Journal of Health Economics, Elsevier, vol. 13(3), pages 317-322, October. [Downloadable!] (restricted)
  9. Kneip, Alois & Park, Byeong U. & Simar, L opold, 1998. "A Note On The Convergence Of Nonparametric Dea Estimators For Production Efficiency Scores," Econometric Theory, Cambridge University Press, vol. 14(06), pages 783-793, December. [Downloadable!]
  10. 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)
  11. Tsybakov, A.B. & Korostelev, A.P. & Simar, L., 1992. "Efficient Estimation of Monotone Boundaries," Papers 9209, Catholique de Louvain - Institut de statistique.
  12. Takis Venetoklis, 2001. "Business Subsidies and Bureaucratic Behaviour," Research Reports 79, Government Institute for Economic Research Finland (VATT). [Downloadable!]
  13. Erkki Siivonen & Arto Luoma & Jani Luoto, 2003. "Growth, Institutions and Productivity: An empirical analysis using the Bayesian approach," Research Reports 104, Government Institute for Economic Research Finland (VATT). [Downloadable!]
  14. Takis Venetoklis & Jaakko Kiander, 2004. "Spending Preferences of Public Sector Officials. Survey Evidence from the Finnish Central Government," Research Reports 114, Government Institute for Economic Research Finland (VATT). [Downloadable!]
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Cited by:
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  1. Juho Aaltonen & Antti Moisio & Kalevi Luoma, 2007. "Secessions of Municipal Health Centre Federations: Expenditure and Productivity Effects," Discussion Papers 425, Government Institute for Economic Research Finland (VATT). [Downloadable!]
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