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Assessing performance of Taiwan hospitals using data envelopment analysis: In view of ownership

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  • Bo Hsiao
  • Li‐Hsueh Chen
  • Huei‐Ting Wu

Abstract

With rapid economic development in Taiwan, people have greater awareness of health care and are paying more attention to it. From the perspective of hospital management, the scale of hospitals and efficiency improvement are of concern to hospital managers. However, the extent of efficiency will differ between public and private hospitals due to their different ownership and goals. The study aims to evaluate the efficiency of public and private hospitals and to investigate the influence of ownership on efficiency of hospitals. The differences between hospitals can be understood by analyzing the features of the organization of hospitals and their geographic environment. In this way, hospitals with relatively low efficiency will be able to make improvements based on concrete evidence. By means of the two‐stage method, the efficiency scores of 182 hospitals in Taiwan are compared. In the first stage, the data envelopment analysis is applied to obtain the efficiency scores of hospitals. The results show that private hospitals are more efficient than public hospitals. In the second stage, Tobit regression is used to investigate the factors influencing efficiency obtained by the data envelopment analysis. The results indicate that there are differences between ownership in market competition and the average length of stay.

Suggested Citation

  • Bo Hsiao & Li‐Hsueh Chen & Huei‐Ting Wu, 2019. "Assessing performance of Taiwan hospitals using data envelopment analysis: In view of ownership," International Journal of Health Planning and Management, Wiley Blackwell, vol. 34(1), pages 602-616, January.
    • Handle: RePEc:bla:ijhplm:v:34:y:2019:i:1:p:e602-e616
    DOI: 10.1002/hpm.2676
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    1. Bruce Hollingsworth, 2008. "The measurement of efficiency and productivity of health care delivery," Health Economics, John Wiley & Sons, Ltd., vol. 17(10), pages 1107-1128, October.
    2. H. Shelton Brown, 2003. "Managed care and technical efficiency," Health Economics, John Wiley & Sons, Ltd., vol. 12(2), pages 149-158, February.
    3. Koop, Gary & Osiewalski, Jacek & Steel, Mark F. J., 1997. "Bayesian efficiency analysis through individual effects: Hospital cost frontiers," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 77-105.
    4. N. Maniadakis & N. Kotsopoulos & P. Prezerakos & J. Yfantopoulos, 2008. "Measuring Intra-Hospital Clinic Efficiency and Productivity: Application to a Greek University General Hospital," European Research Studies Journal, European Research Studies Journal, vol. 0(1-2), pages 95-110.
    5. Annika Herr, 2008. "Cost and technical efficiency of German hospitals: does ownership matter?," Health Economics, John Wiley & Sons, Ltd., vol. 17(9), pages 1057-1071, September.
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    1. Dinesh R. Pai & Fatma Pakdil & Nasibeh Azadeh-Fard, 2024. "Applications of data envelopment analysis in acute care hospitals: a systematic literature review, 1984–2022," Health Care Management Science, Springer, vol. 27(2), pages 284-312, June.
    2. Aleksandar Medarević & Dejana Vuković, 2021. "Efficiency and Productivity of Public Hospitals in Serbia Using DEA-Malmquist Model and Tobit Regression Model, 2015–2019," IJERPH, MDPI, vol. 18(23), pages 1-22, November.

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