IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0133163.html
   My bibliography  Save this article

Cost-Effectiveness of a Diabetes Pay-For-Performance Program in Diabetes Patients with Multiple Chronic Conditions

Author

Listed:
  • Hui-Min Hsieh
  • Song-Mao Gu
  • Shyi-Jang Shin
  • Hao-Yun Kao
  • Yi-Chieh Lin
  • Herng-Chia Chiu

Abstract

Pay for performance (P4P) has been used as a strategy to improve quality for patients with chronic illness. Little was known whether care provided to individuals with multiple chronic conditions in a P4P program were cost-effective. This study investigated cost effectiveness of a diabetes P4P program for caring patients with diabetes alone (DM alone) and diabetes with comorbid hypertension and hyperlipidemia (DMHH) from a single payer perspective in Taiwan. Analyzing data using population-based longitudinal databases, we compared costs and effectiveness between P4P and non-P4P diabetes patient groups in two cohorts. Propensity score matching (PSM) was used to match comparable control groups for intervention groups. Outcomes included life-years, quality-adjusted life-years (QALYs), program intervention costs, cost-savings and incremental cost-effectiveness ratios (ICERs). QALYs for P4P patients and non-P4P patients were 2.80 and 2.71 for the DM alone cohort and 2.74 and 2.66 for the DMHH patient cohort. The average incremental intervention costs per QALYs was TWD$167,251 in the DM alone cohort and TWD$145,474 in the DMHH cohort. The average incremental all-cause medical costs saved by the P4P program per QALYs were TWD$434,815 in DM alone cohort and TWD$506,199 in the DMHH cohort. The findings indicated that the P4P program for both cohorts were cost-effective and the resulting return on investment (ROI) was 2.60:1 in the DM alone cohort and 3.48:1 in the DMHH cohort. We conclude that the diabetes P4P program in both cohorts enabled the long-term cost-effective use of resources and cost-savings, especially for patients with multiple comorbid conditions.

Suggested Citation

  • Hui-Min Hsieh & Song-Mao Gu & Shyi-Jang Shin & Hao-Yun Kao & Yi-Chieh Lin & Herng-Chia Chiu, 2015. "Cost-Effectiveness of a Diabetes Pay-For-Performance Program in Diabetes Patients with Multiple Chronic Conditions," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-15, July.
  • Handle: RePEc:plo:pone00:0133163
    DOI: 10.1371/journal.pone.0133163
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0133163
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0133163&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0133163?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
    ---><---

    References listed on IDEAS

    as
    1. Martin Emmert & Frank Eijkenaar & Heike Kemter & Adelheid Esslinger & Oliver Schöffski, 2012. "Economic evaluation of pay-for-performance in health care: a systematic review," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(6), pages 755-767, December.
    2. Eijkenaar, Frank & Emmert, Martin & Scheppach, Manfred & Schöffski, Oliver, 2013. "Effects of pay for performance in health care: A systematic review of systematic reviews," Health Policy, Elsevier, vol. 110(2), pages 115-130.
    3. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    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. Elizabeth Parody-Rúa & Maria Rubio-Valera & César Guevara-Cuellar & Ainhoa Gómez-Lumbreras & Marc Casajuana-Closas & Cristina Carbonell-Duacastella & Ignacio Aznar-Lou, 2020. "Economic Evaluations Informed Exclusively by Real World Data: A Systematic Review," IJERPH, MDPI, vol. 17(4), pages 1-18, February.
    2. Karen Eggleston & Brian K. Chen & Chih-Hung Chen & Ying Isabel Chen & Talitha Feenstra & Toshiaki Iizuka & Janet Tin Kei Lam & Gabriel M. Leung & Jui-fen Rachel Lu & Beatriz Rodriguez-Sanchez & Jeroen, 2020. "Are quality-adjusted medical prices declining for chronic disease? Evidence from diabetes care in four health systems," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(5), pages 689-702, July.

    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. Carmen Carpio & Natalia Santiago Bench, 2015. "The Health Workforce in Latin America and the Caribbean," World Bank Publications - Books, The World Bank Group, number 22027.
    2. R. Tamara Konetzka & Meghan M. Skira & Rachel M. Werner, 2018. "Incentive Design and Quality Improvements: Evidence from State Medicaid Nursing Home Pay-for-Performance Programs," American Journal of Health Economics, MIT Press, vol. 4(1), pages 105-130, Winter.
    3. Alina Peluso & Paolo Berta & Veronica Vinciotti, 2019. "Do pay-for-performance incentives lead to a better health outcome?," Empirical Economics, Springer, vol. 56(6), pages 2167-2184, June.
    4. Brosig-Koch, Jeannette & Groß, Mona & Hennig-Schmidt, Heike & Kairies-Schwarz, Nadja & Wiesen, Daniel, 2021. "Physicians' incentives, patients' characteristics, and quality of care: A systematic experimental comparison of fee-for-service, capitation, and pay for performance," Ruhr Economic Papers 923, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    5. Panayotis Constantinou & Jonathan Sicsic & Carine Franc, 2017. "Effect of pay-for-performance on cervical cancer screening participation in France," International Journal of Health Economics and Management, Springer, vol. 17(2), pages 181-201, June.
    6. Lavergne, M. Ruth & Law, Michael R. & Peterson, Sandra & Garrison, Scott & Hurley, Jeremiah & Cheng, Lucy & McGrail, Kimberlyn, 2018. "Effect of incentive payments on chronic disease management and health services use in British Columbia, Canada: Interrupted time series analysis," Health Policy, Elsevier, vol. 122(2), pages 157-164.
    7. Burau, Viola & Dahl, Hanne Marlene & Jensen, Lotte Groth & Lou, Stina, 2018. "Beyond Activity Based Funding. An experiment in Denmark," Health Policy, Elsevier, vol. 122(7), pages 714-721.
    8. Brosig-Koch, Jeannette & Hennig-Schmidt, Heike & Kairies-Schwarz, Nadja & Wiesen, Daniel, 2016. "Physician performance pay: Evidence from a laboratory experiment," Ruhr Economic Papers 658, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    9. Paolo Naticchioni & Silvia Loriga, 2011. "Short and Long Term Evaluations of Public Employment Services in Italy," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 57(3), pages 201-229.
    10. Alperovych, Yan & Hübner, Georges & Lobet, Fabrice, 2015. "How does governmental versus private venture capital backing affect a firm's efficiency? Evidence from Belgium," Journal of Business Venturing, Elsevier, vol. 30(4), pages 508-525.
    11. Ellison, Richard B. & Ellison, Adrian B. & Greaves, Stephen P. & Sampaio, Breno, 2017. "Electronic ticketing systems as a mechanism for travel behaviour change? Evidence from Sydney’s Opal card," Transportation Research Part A: Policy and Practice, Elsevier, vol. 99(C), pages 80-93.
    12. Turner, Alex J. & Fichera, Eleonora & Sutton, Matt, 2021. "The effects of in-utero exposure to influenza on mental health and mortality risk throughout the life-course," Economics & Human Biology, Elsevier, vol. 43(C).
    13. Herbst, T. & Foerster, J. & Emmert, M., 2018. "The impact of pay-for-performance on the quality of care in ophthalmology: Empirical evidence from Germany," Health Policy, Elsevier, vol. 122(6), pages 667-673.
    14. Fabiola Saavedra-Caballero & Mónica Ospina Londoño, 2018. "Social Assistance and Informality: Examining the Link in Colombia," Revista de Economía del Rosario, Universidad del Rosario, vol. 21(1), pages 81-120, June.
    15. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
    16. Jeffrey Smith, 2000. "A Critical Survey of Empirical Methods for Evaluating Active Labor Market Policies," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 136(III), pages 247-268, September.
    17. François Fall & Akim Almouksit, 2016. "The impact of formal financing on small informal enterprises in Comoros," Working Papers hal-01566389, HAL.
    18. Amarendra Sharma, 2019. "Indira Awas Yojana and Housing Adequacy: An Evaluation using Propensity Score Matching," ASARC Working Papers 2019-05, The Australian National University, Australia South Asia Research Centre.
    19. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    20. Balima, Wenéyam Hippolyte & Combes, Jean-Louis & Minea, Alexandru, 2017. "Sovereign debt risk in emerging market economies: Does inflation targeting adoption make any difference?," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 360-377.

    More about this item

    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:plo:pone00:0133163. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.