IDEAS home Printed from https://ideas.repec.org/a/prg/jnlpol/v2007y2007i1id590p60-71.html
   My bibliography  Save this article

Využití analýzy obalu dat pro hodnocení efektivnosti českých nemocnic
[Use of data envelopment analysis for efficiency evaluation of czech hospitals]

Author

Listed:
  • Martin Dlouhý
  • Josef Jablonský
  • Ivana Novosádová

Abstract

Efficiency of hospitals belongs among frequently discussed topics of public policy. This paper deals with a nonparametric model for efficiency evaluation of hospitals - data envelopment analysis (DEA). DEA evaluates efficiency of production units with the help of mathematical programming. DEA specifies the production frontier as the most pessimistic piecewise linear envelopment of the data. In case that a hospital is inefficient DEA determines the sources of inefficiency and defines corresponding target values. In this study, authors analyze the sample of 22 Czech acute-care hospitals with the constant-returns-to-scale model (the CCR model) and the variable-returns-to-scale model (the BCC model). The data comes from regional yearbooks of the Institute of Health Information and Statistics of the Czech Republic (ÚZIS ČR). A fundamental problem of evaluation in health care is a definition of inputs and outputs, especially a measurement of case-mix of patients. Interpretation of the results is described on one selected hospital (Hospital of Prachatice). One hospital was identified as efficient by the CCR model and six hospitals were efficient according to the BCC model.

Suggested Citation

  • Martin Dlouhý & Josef Jablonský & Ivana Novosádová, 2007. "Využití analýzy obalu dat pro hodnocení efektivnosti českých nemocnic [Use of data envelopment analysis for efficiency evaluation of czech hospitals]," Politická ekonomie, Prague University of Economics and Business, vol. 2007(1), pages 60-71.
  • Handle: RePEc:prg:jnlpol:v:2007:y:2007:i:1:id:590:p:60-71
    DOI: 10.18267/j.polek.590
    as

    Download full text from publisher

    File URL: http://polek.vse.cz/doi/10.18267/j.polek.590.html
    Download Restriction: free of charge

    File URL: http://polek.vse.cz/doi/10.18267/j.polek.590.pdf
    Download Restriction: free of charge

    File URL: https://libkey.io/10.18267/j.polek.590?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Josef Jablonský, 2004. "Modely hodnocení efektivnosti produkčních jednotek [Models for efficiency evaluation of decision making units]," Politická ekonomie, Prague University of Economics and Business, vol. 2004(2).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jana Votápková & Lenka Šťastná, 2013. "Efficiency of Hospitals in the Czech Republic," Prague Economic Papers, Prague University of Economics and Business, vol. 2013(4), pages 524-541.
    2. Jan Hanousek & Evžen Kočenda & Anastasiya Shamshur, 2014. "Efektivita evropských firem [Efficiency of European Firms]," Politická ekonomie, Prague University of Economics and Business, vol. 2014(3), pages 303-322.
    3. Ippoliti, Roberto & Falavigna, Greta, 2012. "Efficiency of the medical care industry: Evidence from the Italian regional system," European Journal of Operational Research, Elsevier, vol. 217(3), pages 643-652.
    4. Camilla Mastromarco & Lenka Stastna & Jana Votapkova, 2019. "Efficiency of hospitals in the Czech Republic: Conditional efficiency approach," Journal of Productivity Analysis, Springer, vol. 51(1), pages 73-89, February.
    5. Martin Dlouhý, 2014. "Models of Subsidy Allocation among City Districts," Prague Economic Papers, Prague University of Economics and Business, vol. 2014(1), pages 108-120.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pavla Mikušová, 2018. "The efficiency of the tertiary education in selected European countries: Focus on Visegrad Group [Efektivnost terciárního vzdělávání ve vybraných evropských zemích: zaměření na země V4]," Český finanční a účetní časopis, Prague University of Economics and Business, vol. 2018(4), pages 5-17.
    2. Fitzová Hana, 2017. "European railway reforms and efficiency: Review of evidence in the literature," Review of Economic Perspectives, Sciendo, vol. 17(2), pages 103-120, June.
    3. Hedija Veronika & Fiala Roman & Kuncová Martina, 2017. "Is profitability a good proxy for efficiency? Evidence from the subsector of tour operators," Review of Economic Perspectives, Sciendo, vol. 17(4), pages 425-440, December.
    4. Martin Dlouhý, 2014. "Models of Subsidy Allocation among City Districts," Prague Economic Papers, Prague University of Economics and Business, vol. 2014(1), pages 108-120.
    5. Robert Stefko & Beata Gavurova & Kristina Kocisova, 2018. "Healthcare efficiency assessment using DEA analysis in the Slovak Republic," Health Economics Review, Springer, vol. 8(1), pages 1-12, December.
    6. Iveta Vrabková & Pavel Šaradín, 2017. "The Technical Efficiency of Local Action Groups: a Czech Republic Case Study," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 65(3), pages 1065-1074.
    7. Vrabková, Iveta, 2019. "Models of static and dynamic technical efficiency of municipal libraries in the Czech Republic," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    8. Eva Horvatova, 2018. "Technical Efficiency of Banks in Central and Eastern Europe," IJFS, MDPI, vol. 6(3), pages 1-25, July.

    More about this item

    Keywords

    efficiency; data envelopment analysis; health services; hospitals;
    All these keywords.

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • I10 - Health, Education, and Welfare - - Health - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:prg:jnlpol:v:2007:y:2007:i:1:id:590:p:60-71. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Stanislav Vojir (email available below). General contact details of provider: https://edirc.repec.org/data/uevsecz.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.