IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v124y2015icp18-28.html
   My bibliography  Save this article

Paying for primary care: A cross-sectional analysis of cost and morbidity distributions across primary care payment models in Ontario Canada

Author

Listed:
  • Rudoler, David
  • Laporte, Audrey
  • Barnsley, Janet
  • Glazier, Richard H.
  • Deber, Raisa B.

Abstract

Policy-makers desire an optimal balance of financial incentives to improve productivity and encourage improved quality in primary care, while also avoiding issues of risk-selection inherent to capitation-based payment. In this paper we analyze risk-selection in capitation-based payment by using administrative data for patients (n = 11,600,911) who were rostered (i.e., signed an enrollment form, or received a majority of care) with a primary care physician (n = 8621) in Ontario, Canada in 2010/11. We analyze this data using a relative distribution approach and compare distributions of patient costs and morbidity across primary care payment models. Our results suggest a relationship between being in a capitation-based payment scheme and having low cost patients (and presumably healthy patients) compared to fee-for-service physicians. However, we do not have evidence that physicians in capitation-based models are reducing the care they provide to sick and high cost patients. These findings suggest there is a relationship between payment type and risk-selection, particularly for low-cost and healthy patients.

Suggested Citation

  • Rudoler, David & Laporte, Audrey & Barnsley, Janet & Glazier, Richard H. & Deber, Raisa B., 2015. "Paying for primary care: A cross-sectional analysis of cost and morbidity distributions across primary care payment models in Ontario Canada," Social Science & Medicine, Elsevier, vol. 124(C), pages 18-28.
  • Handle: RePEc:eee:socmed:v:124:y:2015:i:c:p:18-28
    DOI: 10.1016/j.socscimed.2014.11.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953614007242
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2014.11.001?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. Robert G. Evans, 1974. "Supplier-Induced Demand: Some Empirical Evidence and Implications," International Economic Association Series, in: Mark Perlman (ed.), The Economics of Health and Medical Care, chapter 10, pages 162-173, Palgrave Macmillan.
    2. Boris Kralj & Jasmin Kantarevic, 2013. "Quality and quantity in primary care mixed-payment models: evidence from family health organizations in Ontario," Canadian Journal of Economics, Canadian Economics Association, vol. 46(1), pages 208-238, February.
    3. James Thornton & B. Kelly Eakin, 1997. "The Utility-Maximizing Self-Employed Physician," Journal of Human Resources, University of Wisconsin Press, vol. 32(1), pages 98-128.
    4. Frank, Richard G. & Glazer, Jacob & McGuire, Thomas G., 2000. "Measuring adverse selection in managed health care," Journal of Health Economics, Elsevier, vol. 19(6), pages 829-854, November.
    5. Dumont, Etienne & Fortin, Bernard & Jacquemet, Nicolas & Shearer, Bruce, 2008. "Physicians' multitasking and incentives: Empirical evidence from a natural experiment," Journal of Health Economics, Elsevier, vol. 27(6), pages 1436-1450, December.
    6. Bernard Fortin & Nicolas Jacquemet & Bruce Shearer, 2008. "Policy Analysis in Health-Services Market: Accounting for Quality and Quantity," Annals of Economics and Statistics, GENES, issue 91-92, pages 293-319.
    7. Sisira Sarma & Rose Anne Devlin & William Hogg, 2010. "Physician's production of primary care in Ontario, Canada," Health Economics, John Wiley & Sons, Ltd., vol. 19(1), pages 14-30, January.
    8. Elizabeth Docteur & Howard Oxley, 2003. "Health-Care Systems: Lessons from the Reform Experience," OECD Health Working Papers 9, OECD Publishing.
    9. Kantarevic, Jasmin & Kralj, Boris & Weinkauf, Darrel, 2011. "Enhanced fee-for-service model and physician productivity: Evidence from Family Health Groups in Ontario," Journal of Health Economics, Elsevier, vol. 30(1), pages 99-111, January.
    10. Devlin, Rose Anne & Sarma, Sisira, 2008. "Do physician remuneration schemes matter? The case of Canadian family physicians," Journal of Health Economics, Elsevier, vol. 27(5), pages 1168-1181, September.
    11. Brown, Douglas M & Lapan, Harvey E, 1979. "The Supply of Physicians' Services," Economic Inquiry, Western Economic Association International, vol. 17(2), pages 269-279, April.
    12. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    13. Paul Contoyannis & John Wildman, 2007. "Using relative distributions to investigate the body mass index in England and Canada," Health Economics, John Wiley & Sons, Ltd., vol. 16(9), pages 929-944, September.
    14. Ma, Ching-to Albert, 1994. "Health Care Payment Systems: Cost and Quality Incentives," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 3(1), pages 93-112, Spring.
    15. Hugh Gravelle & Matt Sutton & Ada Ma, 2010. "Doctor Behaviour under a Pay for Performance Contract: Treating, Cheating and Case Finding?," Economic Journal, Royal Economic Society, vol. 120(542), pages 129-156, February.
    16. Karen Bloor & Alan Maynard, 2006. "The productivity of health care," Health Economics, John Wiley & Sons, Ltd., vol. 15(12), pages 1257-1259, December.
    17. repec:adr:anecst:y:2008:i:91-92:p:14 is not listed on IDEAS
    18. 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.
    19. Ellis, Randall P. & McGuire, Thomas G., 1986. "Provider behavior under prospective reimbursement : Cost sharing and supply," Journal of Health Economics, Elsevier, vol. 5(2), pages 129-151, June.
    20. Sibley, Lyn M. & Glazier, Richard H., 2012. "Evaluation of the equity of age–sex adjusted primary care capitation payments in Ontario, Canada," Health Policy, Elsevier, vol. 104(2), pages 186-192.
    21. repec:bla:jemstr:v:3:y:1994:i:1:p:93-112:a is not listed on IDEAS
    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. Marchildon, Gregory P. & Hutchison, Brian, 2016. "Primary care in Ontario, Canada: New proposals after 15 years of reform," Health Policy, Elsevier, vol. 120(7), pages 732-738.
    2. Jasmin Kantarevic & Boris Kralj, 2016. "Physician Payment Contracts in the Presence of Moral Hazard and Adverse Selection: The Theory and Its Application in Ontario," Health Economics, John Wiley & Sons, Ltd., vol. 25(10), pages 1326-1340, October.
    3. David Rudoler & Raisa Deber & Janet Barnsley & Richard H. Glazier & Adrian Rohit Dass & Audrey Laporte, 2015. "Paying for Primary Care: The Factors Associated with Physician Self‐selection into Payment Models," Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1229-1242, September.
    4. Laberge, Maude & Wodchis, Walter P. & Barnsley, Jan & Laporte, Audrey, 2017. "Hospitalizations for ambulatory care sensitive conditions across primary care models in Ontario, Canada," Social Science & Medicine, Elsevier, vol. 181(C), pages 24-33.
    5. Thomas Christopher Lange & Travis Carpenter & Jennifer Zwicker, 2020. "Primary Care Physician Compensation Reform: A Path for Implementation," SPP Research Papers, The School of Public Policy, University of Calgary, vol. 13(4), April.
    6. Rudoler, David & Peckham, Allie & Grudniewicz, Agnes & Marchildon, Greg, 2019. "Coordinating primary care services: A case of policy layering," Health Policy, Elsevier, vol. 123(2), pages 215-221.

    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. David Rudoler & Raisa Deber & Janet Barnsley & Richard H. Glazier & Adrian Rohit Dass & Audrey Laporte, 2015. "Paying for Primary Care: The Factors Associated with Physician Self‐selection into Payment Models," Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1229-1242, September.
    2. Galina Besstremyannaya & Sergei Golovan, 2019. "Physician’s altruism in incentive contracts: Medicare’s quality race," CINCH Working Paper Series 1903, Universitaet Duisburg-Essen, Competent in Competition and Health.
    3. Olga Milliken & Rose Anne Devlin & Vicky Barham & William Hogg & Simone Dahrouge & Grant Russell, 2008. "Comparative Efficiency Assessment of Primary Care Models Using Data Envelopment Analysis," Working Papers 0802E, University of Ottawa, Department of Economics.
    4. David Gray & William Hogg & Michael E. Green & Yan Zhang, 2015. "Did Family Physicians Who Opted into a New Payment Model Receive an Offer They Should Not Refuse? Experimental Evidence from Ontario," Canadian Public Policy, University of Toronto Press, vol. 41(2), pages 151-165, June.
    5. Zhang, Xue & Sweetman, Arthur, 2018. "Blended capitation and incentives: Fee codes inside and outside the capitated basket," Journal of Health Economics, Elsevier, vol. 60(C), pages 16-29.
    6. Pierre-Thomas Léger & Erin C. Strumpf, 2010. "Système de paiement des médecins : bref de politique," CIRANO Project Reports 2010rp-12, CIRANO.
    7. Étienne Dumont & Bernard Fortin & Nicolas Jacquemet & Bruce Shearer, 2012. "Chapitre 9 : Rémunération mixte et comportement professionnel des spécialistes," PSE-Ecole d'économie de Paris (Postprint) halshs-01114074, HAL.
    8. Barros, Pedro Pita, 2003. "Cream-skimming, incentives for efficiency and payment system," Journal of Health Economics, Elsevier, vol. 22(3), pages 419-443, May.
    9. Jasmin Kantarevic & Boris Kralj, 2016. "Physician Payment Contracts in the Presence of Moral Hazard and Adverse Selection: The Theory and Its Application in Ontario," Health Economics, John Wiley & Sons, Ltd., vol. 25(10), pages 1326-1340, October.
    10. Boris Kralj & Jasmin Kantarevic, 2013. "Quality and quantity in primary care mixed-payment models: evidence from family health organizations in Ontario," Canadian Journal of Economics, Canadian Economics Association, vol. 46(1), pages 208-238, February.
    11. Claudia Keser & Claude Montmarquette & Martin Schmidt & Cornelius Schnitzler, 2020. "Custom-made health-care: an experimental investigation," Health Economics Review, Springer, vol. 10(1), pages 1-12, December.
    12. Dumont, Etienne & Fortin, Bernard & Jacquemet, Nicolas & Shearer, Bruce, 2008. "Physicians' multitasking and incentives: Empirical evidence from a natural experiment," Journal of Health Economics, Elsevier, vol. 27(6), pages 1436-1450, December.
    13. Jeannette Brosig‐Koch & Burkhard Hehenkamp & Johanna Kokot, 2017. "The effects of competition on medical service provision," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 6-20, December.
    14. Sung-Hee Jeon & Jeremiah Hurley, 2010. "Physician Resource Planning in Canada: The Need for a Stronger Behavioural Foundation," Canadian Public Policy, University of Toronto Press, vol. 36(3), pages 359-375, September.
    15. Tsuyoshi Takahara, 2016. "Patient dumping, outlier payments, and optimal healthcare payment policy under asymmetric information," Health Economics Review, Springer, vol. 6(1), pages 1-11, December.
    16. Hennig-Schmidt, Heike & Selten, Reinhard & Wiesen, Daniel, 2011. "How payment systems affect physicians' provision behaviour--An experimental investigation," Journal of Health Economics, Elsevier, vol. 30(4), pages 637-646, July.
    17. Nibene H. Somé & Rose Anne Devlin & Nirav Mehta & Greg Zaric & Lihua Li & Salimah Shariff & Bachir Belhadji & Amardeep Thind & Amit Garg & Sisira Sarma, 2019. "Production of physician services under fee‐for‐service and blended fee‐for‐service: Evidence from Ontario, Canada," Health Economics, John Wiley & Sons, Ltd., vol. 28(12), pages 1418-1434, December.
    18. Jeannette Brosig‐Koch & Heike Hennig‐Schmidt & Nadja Kairies‐Schwarz & Daniel Wiesen, 2017. "The Effects of Introducing Mixed Payment Systems for Physicians: Experimental Evidence," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 243-262, February.
    19. Yaping Wu & Yijuan Chen & Sanxi Li, 2018. "Optimal compensation rule under provider adverse selection and moral hazard," Health Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 509-524, March.
    20. Nibene H. Somé & Rose Anne Devlin & Nirav Mehta & Gregory S. Zaric & Sisira Sarma, 2020. "Stirring the pot: Switching from blended fee‐for‐service to blended capitation models of physician remuneration," Health Economics, John Wiley & Sons, Ltd., vol. 29(11), pages 1435-1455, November.

    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:eee:socmed:v:124:y:2015:i:c:p:18-28. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    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.