IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0109975.html
   My bibliography  Save this article

Activity-Based Funding of Hospitals and Its Impact on Mortality, Readmission, Discharge Destination, Severity of Illness, and Volume of Care: A Systematic Review and Meta-Analysis

Author

Listed:
  • Karen S Palmer
  • Thomas Agoritsas
  • Danielle Martin
  • Taryn Scott
  • Sohail M Mulla
  • Ashley P Miller
  • Arnav Agarwal
  • Andrew Bresnahan
  • Afeez Abiola Hazzan
  • Rebecca A Jeffery
  • Arnaud Merglen
  • Ahmed Negm
  • Reed A Siemieniuk
  • Neera Bhatnagar
  • Irfan A Dhalla
  • John N Lavis
  • John J You
  • Stephen J Duckett
  • Gordon H Guyatt

Abstract

Background: Activity-based funding (ABF) of hospitals is a policy intervention intended to re-shape incentives across health systems through the use of diagnosis-related groups. Many countries are adopting or actively promoting ABF. We assessed the effect of ABF on key measures potentially affecting patients and health care systems: mortality (acute and post-acute care); readmission rates; discharge rate to post-acute care following hospitalization; severity of illness; volume of care. Methods: We undertook a systematic review and meta-analysis of the worldwide evidence produced since 1980. We included all studies reporting original quantitative data comparing the impact of ABF versus alternative funding systems in acute care settings, regardless of language. We searched 9 electronic databases (OVID MEDLINE, EMBASE, OVID Healthstar, CINAHL, Cochrane CENTRAL, Health Technology Assessment, NHS Economic Evaluation Database, Cochrane Database of Systematic Reviews, and Business Source), hand-searched reference lists, and consulted with experts. Paired reviewers independently screened for eligibility, abstracted data, and assessed study credibility according to a pre-defined scoring system, resolving conflicts by discussion or adjudication. Results: Of 16,565 unique citations, 50 US studies and 15 studies from 9 other countries proved eligible (i.e. Australia, Austria, England, Germany, Israel, Italy, Scotland, Sweden, Switzerland). We found consistent and robust differences between ABF and no-ABF in discharge to post-acute care, showing a 24% increase with ABF (pooled relative risk = 1.24, 95% CI 1.18–1.31). Results also suggested a possible increase in readmission with ABF, and an apparent increase in severity of illness, perhaps reflecting differences in diagnostic coding. Although we found no consistent, systematic differences in mortality rates and volume of care, results varied widely across studies, some suggesting appreciable benefits from ABF, and others suggesting deleterious consequences. Conclusions: Transitioning to ABF is associated with important policy- and clinically-relevant changes. Evidence suggests substantial increases in admissions to post-acute care following hospitalization, with implications for system capacity and equitable access to care. High variability in results of other outcomes leaves the impact in particular settings uncertain, and may not allow a jurisdiction to predict if ABF would be harmless. Decision-makers considering ABF should plan for likely increases in post-acute care admissions, and be aware of the large uncertainty around impacts on other critical outcomes.

Suggested Citation

  • Karen S Palmer & Thomas Agoritsas & Danielle Martin & Taryn Scott & Sohail M Mulla & Ashley P Miller & Arnav Agarwal & Andrew Bresnahan & Afeez Abiola Hazzan & Rebecca A Jeffery & Arnaud Merglen & Ahm, 2014. "Activity-Based Funding of Hospitals and Its Impact on Mortality, Readmission, Discharge Destination, Severity of Illness, and Volume of Care: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-1, October.
  • Handle: RePEc:plo:pone00:0109975
    DOI: 10.1371/journal.pone.0109975
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0109975
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0109975&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0109975?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. Rich, M.W. & Freedland, K.E., 1988. "Effect of DRGs on three-month readmission rate of geriatric patients with congestive heart failure," American Journal of Public Health, American Public Health Association, vol. 78(6), pages 680-682.
    2. Moreno-Serra, Rodrigo & Wagstaff, Adam, 2010. "System-wide impacts of hospital payment reforms: Evidence from Central and Eastern Europe and Central Asia," Journal of Health Economics, Elsevier, vol. 29(4), pages 585-602, July.
    3. Leemore S. Dafny, 2005. "How Do Hospitals Respond to Price Changes?," American Economic Review, American Economic Association, vol. 95(5), pages 1525-1547, December.
    4. Conrad Kobel & Josselin Thuilliez & Martine Bellanger & Karl-Peter Pfeiffer, 2011. "DRG systems and similar patient classification systems in Europe," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00643049, HAL.
    5. Xufeng Qian & Louise B. Russell & Elmira Valiyeva & Jane E. Miller, 2011. "‘Quicker And Sicker’ Under Medicare'S Prospective Payment System For Hospitals: New Evidence On An Old Issue From A National Longitudinal Survey," Bulletin of Economic Research, Wiley Blackwell, vol. 63(1), pages 1-27, January.
    6. Erik Biørn & Terje Hagen & Tor Iversen & Jon Magnussen, 2010. "How different are hospitals’ responses to a financial reform? The impact on efficiency of activity-based financing," Health Care Management Science, Springer, vol. 13(1), pages 1-16, March.
    7. Berta, Paolo & Callea, Giuditta & Martini, Gianmaria & Vittadini, Giorgio, 2010. "The effects of upcoding, cream skimming and readmissions on the Italian hospitals efficiency: A population-based investigation," Economic Modelling, Elsevier, vol. 27(4), pages 812-821, July.
    8. Cutler, David M, 1995. "The Incidence of Adverse Medical Outcomes under Prospective Payment," Econometrica, Econometric Society, vol. 63(1), pages 29-50, January.
    9. Unknown, 2014. "Department Publications 2013," Publications Lists 206935, University of Minnesota, Department of Applied Economics.
    10. Sloan, F.A. & Morrisey, M.A. & Valvona, J., 1988. "Case shifting and the Medicare Prospective Payment System," American Journal of Public Health, American Public Health Association, vol. 78(5), pages 553-556.
    11. 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.
    12. O'Reilly, Jacqueline & Busse, Reinhard & Häkkinen, Unto & Or, Zeynep & Street, Andrew & Wiley, Miriam, 2012. "Paying for hospital care: the experience with implementing activity-based funding in five European countries," Health Economics, Policy and Law, Cambridge University Press, vol. 7(1), pages 73-101, January.
    13. Lewis, M.A. & Leake, B. & Leal-Sotelo, M. & Clark, V., 1987. "The initial effects of the prospective payment system on nursing home patients," American Journal of Public Health, American Public Health Association, vol. 77(7), pages 819-821.
    14. Ellis, Randall P., 1998. "Creaming, skimping and dumping: provider competition on the intensive and extensive margins1," Journal of Health Economics, Elsevier, vol. 17(5), pages 537-555, October.
    15. Shmueli, Amir & Intrator, Orna & Israeli, Avi, 2002. "The effects of introducing prospective payments to general hospitals on length of stay, quality of care, and hospitals' income: the early experience of Israel," Social Science & Medicine, Elsevier, vol. 55(6), pages 981-989, September.
    16. Helms, C.M., 1987. "A pseudo-epidemic of septicemia among medicare patients in Iowa," American Journal of Public Health, American Public Health Association, vol. 77(10), pages 1331-1332.
    17. Greer Gay, E. & Kronenfeld, Jennie J., 1990. "Regulation, retrenchment-- The DRG experience: Problems from changing reimbursemwnt practice," Social Science & Medicine, Elsevier, vol. 31(10), pages 1103-1118, January.
    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. María José Aragón & Martin Chalkley & Noémi Kreif, 2022. "The long‐run effects of diagnosis related group payment on hospital lengths of stay in a publicly funded health care system: Evidence from 15 years of micro data," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 956-972, June.
    2. Meng, Zhaolin & Hui, Wen & Cai, Yuanyi & Liu, Jiazhou & Wu, Huazhang, 2020. "The effects of DRGs-based payment compared with cost-based payment on inpatient healthcare utilization: A systematic review and meta-analysis," Health Policy, Elsevier, vol. 124(4), pages 359-367.
    3. Fainman, Emily Zhu & Kucukyazici, Beste, 2020. "Design of financial incentives and payment schemes in healthcare systems: A review," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    4. Pott, Clara & Stargardt, Tom & Frey, Simon, 2023. "Does prospective payment influence quality of care? A systematic review of the literature," Social Science & Medicine, Elsevier, vol. 323(C).
    5. Peckham, Allie & Miller, Fiona A. & Marchildon, Gregory P., 2021. "Comparison of outpatient coverage in Canada: Assistive and medical devices," Health Policy, Elsevier, vol. 125(12), pages 1536-1542.
    6. Wu, Jing & He, Xiaoning & Feng, Xing Lin, 2022. "Can case-based payment contain healthcare costs? - A curious case from China," Social Science & Medicine, Elsevier, vol. 312(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. Pott, Clara & Stargardt, Tom & Frey, Simon, 2023. "Does prospective payment influence quality of care? A systematic review of the literature," Social Science & Medicine, Elsevier, vol. 323(C).
    2. Cheng, Shou-Hsia & Chen, Chi-Chen & Tsai, Shu-Ling, 2012. "The impacts of DRG-based payments on health care provider behaviors under a universal coverage system: A population-based study," Health Policy, Elsevier, vol. 107(2), pages 202-208.
    3. Cooper, Zack & Gibbons, Stephen & Skellern, Matthew, 2018. "Does competition from private surgical centres improve public hospitals' performance? Evidence from the English National Health Service," Journal of Public Economics, Elsevier, vol. 166(C), pages 63-80.
    4. Gaughan, James & Gutacker, Nils & Grašič, Katja & Kreif, Noemi & Siciliani, Luigi & Street, Andrew, 2019. "Paying for efficiency: Incentivising same-day discharges in the English NHS," Journal of Health Economics, Elsevier, vol. 68(C).
    5. Guccio, Calogero & Lisi, Domenico & Pignataro, Giacomo, 2014. "Readmission and Hospital Quality under Prospective Payment System," MPRA Paper 56490, University Library of Munich, Germany.
    6. Bogut, Martina & Voncina, Luka & Yeh, Ethan, 2012. "Impact of hospital provider payment reforms in Croatia," Policy Research Working Paper Series 5992, The World Bank.
    7. Berta, Paolo & Callea, Giuditta & Martini, Gianmaria & Vittadini, Giorgio, 2010. "The effects of upcoding, cream skimming and readmissions on the Italian hospitals efficiency: A population-based investigation," Economic Modelling, Elsevier, vol. 27(4), pages 812-821, July.
    8. Li‐Lin Liang, 2015. "Do Diagnosis‐Related Group‐Based Payments Incentivise Hospitals to Adjust Output Mix?," Health Economics, John Wiley & Sons, Ltd., vol. 24(4), pages 454-469, April.
    9. P. Choné & F. Evain & L. Wilner & E. Yilmaz, 2013. "Introducing activity-based payment in the hospital industry: Evidence from French data," Documents de Travail de l'Insee - INSEE Working Papers g2013-11, Institut National de la Statistique et des Etudes Economiques.
    10. Martin Chalkley & Andrew J. Mirelman & Luigi Siciliani & Marc Suhrcke & Peter Berman, 2020. "Paying for Performance for Health Care in Low- and Middle-Income Countries: An Economic Perspective," World Scientific Book Chapters, in: Paul Revill & Marc Suhrcke & Rodrigo Moreno-Serra & Mark Sculpher (ed.), Global Health Economics Shaping Health Policy in Low- and Middle-Income Countries, chapter 6, pages 157-190, World Scientific Publishing Co. Pte. Ltd..
    11. Matthias Bäuml & Christian Kümpel, 2021. "Hospital responses to the refinement of reimbursements by treatment intensity in DRG systems," Health Economics, John Wiley & Sons, Ltd., vol. 30(3), pages 585-602, March.
    12. Domenico Lisi & Luigi Siciliani & Odd Rune Straume, 2020. "Hospital competition under pay‐for‐performance: Quality, mortality, and readmissions," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(2), pages 289-314, April.
    13. Annear, Peter Leslie & Kwon, Soonman & Lorenzoni, Luca & Duckett, Stephen & Huntington, Dale & Langenbrunner, John C. & Murakami, Yuki & Shon, Changwoo & Xu, Ke, 2018. "Pathways to DRG-based hospital payment systems in Japan, Korea, and Thailand," Health Policy, Elsevier, vol. 122(7), pages 707-713.
    14. Simon Reif & Lucas Hafner & Michael Seebauer, 2020. "Physician Behavior under Prospective Payment Schemes—Evidence from Artefactual Field and Lab Experiments," IJERPH, MDPI, vol. 17(15), pages 1-37, July.
    15. Bäuml, Matthias & Kümpel, Christian, 2020. "Hospital responses to the introduction of reimbursements by treatment intensity in a (presumably lump sum) DRG system," hche Research Papers 22, University of Hamburg, Hamburg Center for Health Economics (hche).
    16. Vomhof, Markus, 2016. "Hospital competition with heterogeneous patient groups: Incentives and regulation," Ruhr Economic Papers 624, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    17. Schwierz, Christoph & Wübker, Ansgar & Kuchinke, Björn A., 2009. "The Impact of Private versus Social Health Insurance on Offered Waiting Times in German Acute Care Hospitals," Ruhr Economic Papers 120, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    18. Kjartan Sarheim Anthun & Johan Håkon Bjørngaard & Jon Magnussen, 2017. "Economic incentives and diagnostic coding in a public health care system," International Journal of Health Economics and Management, Springer, vol. 17(1), pages 83-101, March.
    19. Eberhard Feess & Helge Müller & Ansgar Wohlschlegel, 2019. "Reimbursement schemes for hospitals: the impact of case and firm characteristics," Applied Economics, Taylor & Francis Journals, vol. 51(15), pages 1647-1665, March.
    20. Polyzos, Nikolaos & Karanikas, Haralampos & Thireos, Eleftherios & Kastanioti, Catherine & Kontodimopoulos, Nick, 2013. "Reforming reimbursement of public hospitals in Greece during the economic crisis: Implementation of a DRG system," Health Policy, Elsevier, vol. 109(1), pages 14-22.

    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:pone00:0109975. 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.