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Performance and Congestion Analysis of the Portuguese Hospital Services

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Author Info
Simões, Pedro
Cunha Marques, Rui

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Abstract

The health care services have been characterised by a growing demand by the citizens leading to the need of more and more resources. Population aging, new pathologies and drugs as well as new treatments are some of the major factors for this. However, in hospitals, for example, consumption of a large number of inputs frequently has not corresponded to the production of the same or more proportion of outputs. Sometimes, the outputs even decline with the increase of inputs due to the influence of the congestion effect on efficiency. The heavy burden of the health sector on the state budget brings about the interest of research over its efficiency. This paper aims to assess the performance of the Portuguese hospitals and particularly the contribution of the congestion effect. We use the non-parametric technique of data envelopment analysis (DEA) for this purpose and a double-bootstrap procedure to take into account the influence of operational environment on efficiency. Afterwards, by comparing three different approaches we determine the importance of congestion in efficiency measurement and discuss its computation methodologically. The results suggest significant levels of inefficiency in 68 major Portuguese hospitals for the year 2005 and more than half of them were found to be congested.

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File URL: http://mpra.ub.uni-muenchen.de/16940/
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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 16940.

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Date of creation: 24 Aug 2009
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Handle: RePEc:pra:mprapa:16940

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Related research
Keywords: Hospitals; congestion; efficiency; DEA; Portugal;

Find related papers by JEL classification:
I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods
I1 - Health, Education, and Welfare - - Health
C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General

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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. Grosskopf, Shawna & Margaritis, Dimitri & Valdmanis, Vivian, 2004. "Competitive effects on teaching hospitals," European Journal of Operational Research, Elsevier, vol. 154(2), pages 515-525, April. [Downloadable!] (restricted)
  2. Gary Ferrier & Michael Rosko & Vivian Valdmanis, 2006. "Analysis of uncompensated hospital care using a DEA model of output congestion," Health Care Management Science, Springer, vol. 9(2), pages 181-188, May. [Downloadable!] (restricted)
  3. Tone, Kaoru & Sahoo, Biresh K., 2004. "Degree of scale economies and congestion: A unified DEA approach," European Journal of Operational Research, Elsevier, vol. 158(3), pages 755-772, November. [Downloadable!] (restricted)
  4. Fare, Rolf & Svensson, Leif, 1980. "Congestion of Production Factors," Econometrica, Econometric Society, vol. 48(7), pages 1745-53, November. [Downloadable!] (restricted)
  5. Donal. G. McKillop & J. Colin Glass & Christine A. Kerr & Gillian McCallion, 1999. "Efficiency in Northern Ireland Hospitals - A Non-parametric Analysis," The Economic and Social Review, Economic and Social Studies, vol. 30(2), pages 175-196. [Downloadable!]
  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. [Downloadable!] (restricted)
  7. Wholey, Douglas & Feldman, Roger & Christianson, Jon B. & Engberg, John, 1996. "Scale and scope economies among health maintenance organizations," Journal of Health Economics, Elsevier, vol. 15(6), pages 657-684, December. [Downloadable!] (restricted)
  8. Cooper, W. W. & Gu, Bisheng & Li, Shanling, 2001. "Comparisons and evaluations of alternative approaches to the treatment of congestion in DEA," European Journal of Operational Research, Elsevier, vol. 132(1), pages 62-74, July. [Downloadable!] (restricted)
  9. Kittelsen, Sverre A.C. & Magnussen, Jon, 2009. "Economies of scope in Norwegian hospital production - A DEA analysis," HERO On line Working Paper Series 2003:8, Oslo University, Health Economics Research Programme. [Downloadable!]
  10. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May. [Downloadable!] (restricted)
  11. Cherchye, Laurens & Kuosmanen, Timo & Post, Thierry, 2001. "Alternative treatments of congestion in DEA: A rejoinder to Cooper, Gu, and Li," European Journal of Operational Research, Elsevier, vol. 132(1), pages 75-80, July. [Downloadable!] (restricted)
  12. Grosskopf, Shawna & Margaritis, Dimitri & Valdmanis, Vivian, 2001. "The effects of teaching on hospital productivity," Socio-Economic Planning Sciences, Elsevier, vol. 35(3), pages 189-204, September. [Downloadable!] (restricted)
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