IDEAS home Printed from https://ideas.repec.org/a/kap/hcarem/v23y2020i1d10.1007_s10729-019-09482-4.html
   My bibliography  Save this article

Identifying the contribution to hospital performance among Chinese regions by an aggregate directional distance function

Author

Listed:
  • Zhiyang Shen

    (Anhui University of Finance & Economics
    China Eximbank)

  • Vivian Valdmanis

    (Western Michigan University)

Abstract

In this paper, we examine efficiency and total factor productivity for hospitals operating in China between the years of 2009–2016. Given reforms in China focusing on the hospital sector, it has been demonstrated that efficiency and productivity are important in meeting the overall objective of meeting more accessibility to hospital care for the population. Measuring an aggregate directional distance function is in itself a non-parametric approach, we report on the decomposition of hospital performance and found that between 2009 and 2010, technical inefficiency (using resources inefficiently) dominated overall inefficiency but beyond 2011–2016, mix inefficiency (misallocation of resources) was higher. Furthermore, an additive total factor productivity (TFP) indicator is proposed to capture contributions of individual provincial (or group) hospital performance to the total productivity gain. We also report that mix inefficiency had growth throughout this time period indicating a catching up in the correct mix of inputs. This finding is worth following as hospital reform in China also focuses on utilizing the right labor and capital mix in producing efficient care.

Suggested Citation

  • Zhiyang Shen & Vivian Valdmanis, 2020. "Identifying the contribution to hospital performance among Chinese regions by an aggregate directional distance function," Health Care Management Science, Springer, vol. 23(1), pages 142-152, March.
  • Handle: RePEc:kap:hcarem:v:23:y:2020:i:1:d:10.1007_s10729-019-09482-4
    DOI: 10.1007/s10729-019-09482-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10729-019-09482-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10729-019-09482-4?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. Ng, Ying Chu, 2011. "The productive efficiency of Chinese hospitals," China Economic Review, Elsevier, vol. 22(3), pages 428-439, September.
    2. Boussemart, Jean-Philippe & Ferrier, Gary D. & Leleu, Hervé & Shen, Zhiyang, 2020. "An expanded decomposition of the Luenberger productivity indicator with an application to the Chinese healthcare sector," Omega, Elsevier, vol. 91(C).
    3. Li, Sung-Ko, 1995. "Relations between convexity and homogeneity in multioutput technologies," Journal of Mathematical Economics, Elsevier, vol. 24(4), pages 311-318.
    4. Yuting Zhang & Qianheng Ma & Yingchun Chen & Hongxia Gao, 2017. "Effects of Public Hospital Reform on Inpatient Expenditures in Rural China," Health Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 421-430, April.
    5. Kerstens, Kristiaan & Shen, Zhiyang & Van de Woestyne, Ignace, 2018. "Comparing Luenberger and Luenberger-Hicks-Moorsteen productivity indicators: How well is total factor productivity approximated?," International Journal of Production Economics, Elsevier, vol. 195(C), pages 311-318.
    6. Walter Briec & Kristiaan Kerstens, 2004. "A Luenberger-Hicks-Moorsteen productivity indicator: its relation to the Hicks-Moorsteen productivity index and the Luenberger productivity indicator," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 23(4), pages 925-939, May.
    7. Boussemart, Jean Philippe & Leleu, Hervé & Shen, Zhiyang, 2015. "Environmental growth convergence among Chinese regions," China Economic Review, Elsevier, vol. 34(C), pages 1-18.
    8. H-H Hu & Q Qi & C-H Yang, 2012. "Evaluation of China's regional hospital efficiency: DEA approach with undesirable output," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 63(6), pages 715-725, June.
    9. Gary Ferrier & Hervé Leleu & Vivian Valdmanis, 2010. "The impact of CON regulation on hospital efficiency," Health Care Management Science, Springer, vol. 13(1), pages 84-100, March.
    10. Gerdtham, Ulf-G. & Sogaard, Jes & Andersson, Fredrik & Jonsson, Bengt, 1992. "An econometric analysis of health care expenditure: A cross-section study of the OECD countries," Journal of Health Economics, Elsevier, vol. 11(1), pages 63-84, May.
    11. Yang, Jinqiu & Zeng, Wu, 2014. "The trade-offs between efficiency and quality in the hospital production: Some evidence from Shenzhen, China," China Economic Review, Elsevier, vol. 31(C), pages 166-184.
    12. Hu, Hsin-Hui & Qi, Qinghui & Yang, Chih-Hai, 2012. "Analysis of hospital technical efficiency in China: Effect of health insurance reform," China Economic Review, Elsevier, vol. 23(4), pages 865-877.
    13. Chambers, Robert G. & Chung, Yangho & Fare, Rolf, 1996. "Benefit and Distance Functions," Journal of Economic Theory, Elsevier, vol. 70(2), pages 407-419, August.
    14. Kejia Chu & Ning Zhang & Zhongfei Chen, 2015. "The Efficiency and Its Determinants for China’s Medical Care System: Some Policy Implications for Northeast Asia," Sustainability, MDPI, vol. 7(10), pages 1-20, October.
    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. Song, Malin & Zhou, Wenzhuo & Upadhyay, Arvind & Shen, Zhiyang, 2023. "Evaluating hospital performance with plant capacity utilization and machine learning," Journal of Business Research, Elsevier, vol. 159(C).
    2. Zhensheng Chen & Xueli Chen & Tomas Baležentis & Xiaoqing Gan & Vivian Valdmanis, 2020. "Productivity change and its driving forces in Chinese healthcare sector," PLOS ONE, Public Library of Science, vol. 15(12), pages 1-16, December.
    3. Xueli Chen & Vivian Valdmanis & Tuotuo Yu, 2020. "Productivity Growth in Chinese Medical Institutions during 2009–2018," Sustainability, MDPI, vol. 12(8), pages 1-17, April.
    4. Arnaud Abad & Paola Ravelojaona & Ziyi Shen, 2022. "An exponential analysis of total factor productivity," Working Papers hal-03419905, HAL.
    5. Nurhafiza Md Hamzah & Ming-Miin Yu & Kok Fong See, 2021. "Assessing the efficiency of Malaysia health system in COVID-19 prevention and treatment response," Health Care Management Science, Springer, vol. 24(2), pages 273-285, June.
    6. Färe, Rolf & Karagiannis, Giannis, 2022. "Aggregating Farrell efficiencies without value data: The case of hospitals," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).

    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. Xueli Chen & Vivian Valdmanis & Tuotuo Yu, 2020. "Productivity Growth in Chinese Medical Institutions during 2009–2018," Sustainability, MDPI, vol. 12(8), pages 1-17, April.
    2. Zhensheng Chen & Xueli Chen & Tomas Baležentis & Xiaoqing Gan & Vivian Valdmanis, 2020. "Productivity change and its driving forces in Chinese healthcare sector," PLOS ONE, Public Library of Science, vol. 15(12), pages 1-16, December.
    3. Shen, Zhiyang & Baležentis, Tomas & Chen, Xueli & Valdmanis, Vivian, 2018. "Green growth and structural change in Chinese agricultural sector during 1997–2014," China Economic Review, Elsevier, vol. 51(C), pages 83-96.
    4. Arnaud Abad & Paola Ravelojaona & Ziyi Shen, 2022. "An exponential analysis of total factor productivity," Working Papers hal-03419905, HAL.
    5. Zhang, Cai Wen & Yang, Yuanhui, 2023. "Appraisal of regional hospital efficiency and healthcare quality in China: Impacts of subsidies and marketization," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    6. Yongzhong Jiang & Xueli Chen & Vivian Valdmanis & Tomas Baležentis, 2019. "Evaluating Economic and Environmental Performance of the Chinese Industry Sector," Sustainability, MDPI, vol. 11(23), pages 1-17, November.
    7. Haiyan Deng & Ge Bai & Kristiaan Kerstens & Zhiyang Shen, 2023. "Comparing green productivity under convex and nonconvex technologies: Which is a robust approach consistent with energy structure?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(8), pages 4377-4394, December.
    8. See, Kok Fong & Ng, Ying Chu, 2021. "Do hospital reform and ownership matter to Shenzhen hospitals in China? A productivity analysis," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 145-155.
    9. Sebastian Kohl & Jan Schoenfelder & Andreas Fügener & Jens O. Brunner, 2019. "The use of Data Envelopment Analysis (DEA) in healthcare with a focus on hospitals," Health Care Management Science, Springer, vol. 22(2), pages 245-286, June.
    10. Zhiyang Shen & Vivian Valdmanis, 2022. "Assessing total factor productivity across Africa: an empirical investigation," Journal of Productivity Analysis, Springer, vol. 58(2), pages 239-253, December.
    11. Laurène PETITFOUR & Xiezhe HUANGFU & Martine AUDIBERT & Jacky MATHONNAT, 2017. "Efficiency of township hospitals in China in the context of the drug policy reform: Progress should not get bogged in midstream - A case study from a survey in Weifang prefecture," Working Papers P185, FERDI.
    12. Frederic Ang & Stephen J. Ramsden, 2024. "Analysing determinate components of an approximated Luenberger–Hicks–Moorsteen productivity indicator: An application to German dairy‐processing firms," Agribusiness, John Wiley & Sons, Ltd., vol. 40(2), pages 349-370, April.
    13. Briec, Walter & Dumas, Audrey & Kerstens, Kristiaan & Stenger, Agathe, 2022. "Generalised commensurability properties of efficiency measures: Implications for productivity indicators," European Journal of Operational Research, Elsevier, vol. 303(3), pages 1481-1492.
    14. Arnaud Abad & Rabaozafy Louisa Andriamasy & Walter Briec, 2018. "Surplus measures and luenberger Hicks–Moorsteen productivity indicator," Journal of Economics, Springer, vol. 125(3), pages 279-308, November.
    15. Laurène PETITFOUR & Xiezhe HUANGFU & Martine AUDIBERT & Jacky MATHONNAT, 2017. "Efficiency of township hospitals in China in the context of the drug policy reform: Progress should not get bogged in midstream - A case study from a survey in Weifang prefecture," Working Papers P185, FERDI.
    16. Bo Li & Muhammad Mohiuddin & Qian Liu, 2019. "Determinants and Differences of Township Hospital Efficiency among Chinese Provinces," IJERPH, MDPI, vol. 16(9), pages 1-16, May.
    17. Mocholi-Arce, Manuel & Sala-Garrido, Ramon & Molinos-Senante, Maria & Maziotis, Alexandros, 2021. "Water company productivity change: A disaggregated approach accounting for changes in inputs and outputs," Utilities Policy, Elsevier, vol. 70(C).
    18. 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.
    19. Kejia Chu & Ning Zhang & Zhongfei Chen, 2015. "The Efficiency and Its Determinants for China’s Medical Care System: Some Policy Implications for Northeast Asia," Sustainability, MDPI, vol. 7(10), pages 1-20, October.
    20. Xian‐Hui He & Yung‐ho Chiu & Tzu‐Han Chang & Liang‐Chun Lu & Shih‐Yung Chiu, 2021. "Analyzing hospital medical efficiency of administration and medical treatment in China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(6), pages 1564-1578, September.

    More about this item

    Keywords

    China hospitals; Aggregate directional distance function; Additive Total factor productivity; China hospital productivity;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production

    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:kap:hcarem:v:23:y:2020:i:1:d:10.1007_s10729-019-09482-4. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.