IDEAS home Printed from https://ideas.repec.org/p/esr/wpaper/hrb18.html
   My bibliography  Save this paper

Technical Efficiency of Hospitals in Ireland

Author

Listed:
  • Gannon, Brenda

    (Economic and Social Research Institute (ESRI))

Abstract

Similar to many other European countries, the funding system for Irish hospitals is partially based on casemix, whereby resources are redistributed annually to hospitals with greater efficiency. For this reason, accurate measurement of efficiency is essential, so in this paper, we use Data Envelopment Analysis and Stochastic Frontier Analysis to measure technical efficiency of acute public hospitals in Ireland between 1992 and 2000. Although previous research elsewhere has used DEA extensively, the more recent panel model approach to estimating the stochastic frontier has not been employed to the same extent. The results from both methodologies will provide estimates of average efficiency in the hospital sector in Ireland, and this is the first time an application of this type has been performed on input and output data from Irish hospitals. While our output measure is not adjusted for casemix, it is useful for obtaining initial estimates of technical efficiency in Irish hospitals, and we show that our results are in the same range as those obtained recently for hospitals in Northern Ireland. We then use a measure of output adjusted with Diagnostic Related Groups weights and determine whether or not efficiency estimates are different to those found when we use the simple measure of output. Internationally, the comparison of the results of the stochastic frontier model to the DEA efficiency scores contribute to the expanding literature of comparisons between DEA and SFA applications.

Suggested Citation

  • Gannon, Brenda, 2004. "Technical Efficiency of Hospitals in Ireland," Papers HRBWP18, Economic and Social Research Institute (ESRI).
  • Handle: RePEc:esr:wpaper:hrb18
    Note: Published by ESRI, ISSC & University of Ulster
    as

    Download full text from publisher

    File URL: https://www.esri.ie/pubs/18.%20Technical%20Efficiency%20of%20Hospitals%20in%20Ireland.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. David Parkin & Bruce Hollingsworth, 1997. "Measuring production efficiency of acute hospitals in Scotland, 1991-94: validity issues in data envelopment analysis," Applied Economics, Taylor & Francis Journals, vol. 29(11), pages 1425-1433.
    2. Banker, Rajiv D. & Gadh, Vandana M. & Gorr, Wilpen L., 1993. "A Monte Carlo comparison of two production frontier estimation methods: Corrected ordinary least squares and data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 67(3), pages 332-343, June.
    3. Léopold Simar & Paul Wilson, 2000. "Statistical Inference in Nonparametric Frontier Models: The State of the Art," Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
    4. Skinner, Jonathan, 1994. "What do stochastic frontier cost functions tell us about inefficiency?," Journal of Health Economics, Elsevier, vol. 13(3), pages 323-328, October.
    5. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    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.
    7. Grosskopf, S. & Valdmanis, V., 1987. "Measuring hospital performance : A non-parametric approach," Journal of Health Economics, Elsevier, vol. 6(2), pages 89-107, June.
    8. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    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. Kim-Huong Nguyen & Tim Coelli, 2009. "Quantifying the effects of modelling choices on hospital efficiency measures: A meta-regression analysis," CEPA Working Papers Series WP072009, School of Economics, University of Queensland, Australia.
    2. Brenda Gannon, 2005. "Testing for Variation in Technical Efficiency of Hospitals in Ireland," The Economic and Social Review, Economic and Social Studies, vol. 36(3), pages 273-294.

    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. Brenda Gannon, 2005. "Testing for Variation in Technical Efficiency of Hospitals in Ireland," The Economic and Social Review, Economic and Social Studies, vol. 36(3), pages 273-294.
    2. H. Fried & C. Lovell & S. Schmidt & S. Yaisawarng, 2002. "Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 17(1), pages 157-174, January.
    3. O'Neill, Liam & Rauner, Marion & Heidenberger, Kurt & Kraus, Markus, 2008. "A cross-national comparison and taxonomy of DEA-based hospital efficiency studies," Socio-Economic Planning Sciences, Elsevier, vol. 42(3), pages 158-189, September.
    4. Varabyova, Yauheniya & Schreyögg, Jonas, 2013. "International comparisons of the technical efficiency of the hospital sector: Panel data analysis of OECD countries using parametric and non-parametric approaches," Health Policy, Elsevier, vol. 112(1), pages 70-79.
    5. Bellio, Ruggero & Grassetti, Luca, 2011. "Semiparametric stochastic frontier models for clustered data," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 71-83, January.
    6. Robin C. Sickles & Jiaqi Hao & Chenjun Shang, 2014. "Panel data and productivity measurement: an analysis of Asian productivity trends," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 12(3), pages 211-231, August.
    7. Mehdi Farsi & Massimo Filippini & Diego Lunati, 2008. "Economies of Scale and Efficiency Measurement in Switzerland's Nursing Homes," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 144(III), pages 359-378, September.
    8. Jaeho Shin & Changhee Kim & Hongsuk Yang, 2018. "The Effect of Sustainability as Innovation Objectives on Innovation Efficiency," Sustainability, MDPI, vol. 10(6), pages 1-13, June.
    9. Beatriz Gonzalez Lopez-Valcarcel & Patricia Barber Perez, 1996. "Changes in the efficiency of spanish public hospitals after the introduction of program-contracts," Investigaciones Economicas, Fundación SEPI, vol. 20(3), pages 377-402, September.
    10. Luis R. Murillo‐Zamorano, 2004. "Economic Efficiency and Frontier Techniques," Journal of Economic Surveys, Wiley Blackwell, vol. 18(1), pages 33-77, February.
    11. Sickles, Robin C. & Hao, Jiaqi & Shang, Chenjun, 2015. "Panel Data and Productivity Measurement," Working Papers 15-018, Rice University, Department of Economics.
    12. Andrews Antony & Emvalomatis Grigorios, 2024. "Efficiency Measurement in Healthcare: The Foundations, Variables, and Models – A Narrative Literature Review," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 18(1), pages 1-24.
    13. Valentin Zelenyuk & Zhichao Wang, 2023. "Random vs. Explained Inefficiency in Stochastic Frontier Analysis: The Case of Queensland Hospitals," CEPA Working Papers Series WP052023, School of Economics, University of Queensland, Australia.
    14. Mehdi Farsi & Aurelio Fetz & Massimo Filippini, 2007. "Benchmarking and Regulation in the Electricity Distribution Sector," CEPE Working paper series 07-54, CEPE Center for Energy Policy and Economics, ETH Zurich.
    15. Vaneet Bhatia & Sankarshan Basu & Subrata Kumar Mitra & Pradyumna Dash, 2018. "A review of bank efficiency and productivity," OPSEARCH, Springer;Operational Research Society of India, vol. 55(3), pages 557-600, November.
    16. Ruwan Jayasuriya & Quentin Wodon, 2007. "Efficiency in Improving Health and Education Outcomes: Provincial and State-Level Estimates for Argentina and Mexico," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 22(1), pages 57-97.
    17. J. Cummins & Hongmin Zi, 1998. "Comparison of Frontier Efficiency Methods: An Application to the U.S. Life Insurance Industry," Journal of Productivity Analysis, Springer, vol. 10(2), pages 131-152, October.
    18. Ahn, Heinz & Clermont, Marcel & Langner, Julia, 2023. "Comparative performance analysis of frontier-based efficiency measurement methods – A Monte Carlo simulation," European Journal of Operational Research, Elsevier, vol. 307(1), pages 294-312.
    19. Subal Kumbhakar & Efthymios Tsionas, 2008. "Scale and efficiency measurement using a semiparametric stochastic frontier model: evidence from the U.S. commercial banks," Empirical Economics, Springer, vol. 34(3), pages 585-602, June.
    20. Forsund, Finn R. & Sarafoglou, Nikias, 2005. "The tale of two research communities: The diffusion of research on productive efficiency," International Journal of Production Economics, Elsevier, vol. 98(1), pages 17-40, October.

    More about this item

    Keywords

    hrb;

    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:esr:wpaper:hrb18. 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: Sarah Burns (email available below). General contact details of provider: https://edirc.repec.org/data/esriiie.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.