IDEAS home Printed from https://ideas.repec.org/a/wly/japmet/v36y2021i6p686-702.html
   My bibliography  Save this article

Labour supply, service intensity, and contracts: Theory and evidence on physicians

Author

Listed:
  • Bernard Fortin
  • Nicolas Jacquemet
  • Bruce Shearer

Abstract

Based on linked administrative and survey panel data, we analyse the labour supply behaviour of physicians who could adopt either a standard fee‐for‐service contract or a mixed remuneration (MR) contract. Under MR, physicians received a per diem and a reduced fee for services provided. We present estimates of a structural discrete choice model that incorporates service intensity (services provided per hour) and contract choice into a labour supply framework. We use our estimates to predict (ex ante) the effects of contracts on physician behaviour and welfare, as measured by average equivalent variations. The supply of services is reduced under an MR contract, suggesting incentives matter. Hours spent seeing patients is less sensitive to incentives than the supply of services. Our results suggest that a reform forcing all physicians to adopt the MR system would have substantially larger effects on physician behaviour than were measured under the observed reform. A pure salary (per diem) reform would sharply reduce services but would increase time spent seeing patients.

Suggested Citation

  • Bernard Fortin & Nicolas Jacquemet & Bruce Shearer, 2021. "Labour supply, service intensity, and contracts: Theory and evidence on physicians," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(6), pages 686-702, September.
  • Handle: RePEc:wly:japmet:v:36:y:2021:i:6:p:686-702
    DOI: 10.1002/jae.2840
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/jae.2840
    Download Restriction: no

    File URL: https://libkey.io/10.1002/jae.2840?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Daniel A. Ackerberg & Maristella Botticini, 2002. "Endogenous Matching and the Empirical Determinants of Contract Form," Journal of Political Economy, University of Chicago Press, vol. 110(3), pages 564-591, June.
    2. Badi H. Baltagi & Espen Bratberg & Tor Helge Holmås, 2005. "A panel data study of physicians' labor supply: the case of Norway," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 1035-1045, October.
    3. Thomas Dohmen & Armin Falk, 2011. "Performance Pay and Multidimensional Sorting: Productivity, Preferences, and Gender," American Economic Review, American Economic Association, vol. 101(2), pages 556-590, April.
    4. John Creedy & Nicolas Hérault & Guyonne Kalb, 2011. "Measuring welfare changes in behavioural microsimulation modelling: Accounting for the random utility component," Journal of Applied Economics, Universidad del CEMA, vol. 14, pages 5-34, May.
    5. Jeffrey Clemens & Joshua D. Gottlieb, 2014. "Do Physicians' Financial Incentives Affect Medical Treatment and Patient Health?," American Economic Review, American Economic Association, vol. 104(4), pages 1320-1349, April.
    6. 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.
    7. Hoynes, Hilary Williamson, 1996. "Welfare Transfers in Two-Parent Families: Labor Supply and Welfare Participation under AFDC-UP," Econometrica, Econometric Society, vol. 64(2), pages 295-332, March.
    8. A. Zabalza & C. Pissarides & M. Barton, 1980. "Social Security and the Choice between Full-time Work, Part-time Work and Retirement," NBER Chapters, in: Econometric Studies in Public Finance, pages 245-276, National Bureau of Economic Research, Inc.
    9. Tom Lee & Carol Propper & George Stoye, 2019. "Medical Labour Supply and the Production of Healthcare," Fiscal Studies, John Wiley & Sons, vol. 40(4), pages 621-661, December.
    10. Frank A. Sloan, 1975. "Physician Supply Behavior in the Short Run," ILR Review, Cornell University, ILR School, vol. 28(4), pages 549-569, July.
    11. Andreassen, Leif & Di Tommaso, Maria Laura & Strøm, Steinar, 2013. "Do medical doctors respond to economic incentives?," Journal of Health Economics, Elsevier, vol. 32(2), pages 392-409.
    12. Noether, Monica, 1986. "The Growing Supply of Physicians: Has the Market Become More Competitive?," Journal of Labor Economics, University of Chicago Press, vol. 4(4), pages 503-537, October.
    13. Joseph A. Herriges & Catherine L. Kling, 1999. "Nonlinear Income Effects in Random Utility Models," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 62-72, February.
    14. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    15. Jasmin Kantarevic & Boris Kralj & Darrel Weinkauf, 2008. "Income effects and physician labour supply: evidence from the threshold system in Ontario," Canadian Journal of Economics, Canadian Economics Association, vol. 41(4), pages 1262-1284, November.
    16. von Haefen, Roger H. & Domanski, Adam, 2018. "Estimation and welfare analysis from mixed logit models with large choice sets," Journal of Environmental Economics and Management, Elsevier, vol. 90(C), pages 101-118.
    17. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    18. Fortin, Bernard & Jacquemet, Nicolas & Shearer, Bruce, 2010. "Labour Supply, Work Effort and Contract Choice: Theory and Evidence on Physicians," CLSSRN working papers clsrn_admin-2010-30, Vancouver School of Economics, revised 21 Oct 2010.
    19. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, October.
    20. Hausman, Jerry A, 1985. "The Econometrics of Nonlinear Budget Sets," Econometrica, Econometric Society, vol. 53(6), pages 1255-1282, November.
    21. Charles Bellemare & Bruce Shearer, 2013. "Multidimensional heterogeneity and the economic importance of risk and matching: evidence from contractual data and field experiments," RAND Journal of Economics, RAND Corporation, vol. 44(2), pages 361-389, June.
    22. Diewert, W E, 1971. "An Application of the Shephard Duality Theorem: A Generalized Leontief Production Function," Journal of Political Economy, University of Chicago Press, vol. 79(3), pages 481-507, May-June.
    23. Showalter, Mark H. & Thurston, Norman K., 1997. "Taxes and labor supply of high-income physicians," Journal of Public Economics, Elsevier, vol. 66(1), pages 73-97, October.
    24. Jasmin Kantarevic & Boris Kralj & Darrel Weinkauf, 2008. "Income effects and physician labour supply: evidence from the threshold system in Ontario," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 41(4), pages 1262-1284, November.
    25. 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.
    26. Arthur van Soest, 1995. "Structural Models of Family Labor Supply: A Discrete Choice Approach," Journal of Human Resources, University of Wisconsin Press, vol. 30(1), pages 63-88.
    27. Guyonne Kalb & Daniel Kuehnle & Anthony Scott & Terence Chai Cheng & Sung‐Hee Jeon, 2018. "What factors affect physicians' labour supply: Comparing structural discrete choice and reduced‐form approaches," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 101-119, February.
    28. A. J. Culyer & J. P. Newhouse (ed.), 2000. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, edition 1, volume 1, number 1.
    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. David Bardey & Philippe de Donder & Vera Zaporozhets, 2024. "Economic Incentives to Develop and to Use Diagnostic Tests - A Literature Review," Working Papers hal-04472497, HAL.
    2. Damien Échevin & Bernard Fortin & Aristide Houndetoungan, 2023. "Healthcare Quality by Specialists under a Mixed Compensation System: an Empirical Analysis," CIRANO Working Papers 2023s-19, CIRANO.

    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. Bernard Fortin & Nicolas Jacquemet & Bruce Shearer, 2019. "Labour Supply, Service Intensity and Contract Choice: Theory and Evidence on Physicians," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-02158484, HAL.
    2. Fortin, Bernard & Jacquemet, Nicolas & Shearer, Bruce, 2010. "Labour Supply, Work Effort and Contract Choice: Theory and Evidence on Physicians," CLSSRN working papers clsrn_admin-2010-30, Vancouver School of Economics, revised 21 Oct 2010.
    3. Nibene H. Somé & Bernard Fortin & Bruce Shearer, 2024. "Measuring physicians' response to incentives: Labour supply, multitasking and earnings," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 57(2), pages 622-661, May.
    4. Rolf Aaberge & Ugo Colombino, 2014. "Labour Supply Models," Contributions to Economic Analysis, in: Handbook of Microsimulation Modelling, volume 127, pages 167-221, Emerald Group Publishing Limited.
    5. Terence C. Cheng & Guyonne Kalb & Anthony Scott, 2018. "Public, private or both? Analyzing factors influencing the labour supply of medical specialists," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 51(2), pages 660-692, May.
    6. Isabelle Clerc & Olivier L’Haridon & Alain Paraponaris & Camelia Protopopescu & Bruno Ventelou, 2012. "Fee-for-service payments and consultation length in general practice: a work--leisure trade-off model for French GPs," Applied Economics, Taylor & Francis Journals, vol. 44(25), pages 3323-3337, September.
    7. Olivier Bargain, 2004. "On modeling household labor supply with taxation," DELTA Working Papers 2004-14, DELTA (Ecole normale supérieure).
    8. Kalb, Guyonne & Kühnle, Daniel & Scott, Anthony & Cheng, Terence Chai & Jeon, Sung-Hee, 2015. "What Factors Affect Doctors' Hours Decisions: Comparing Structural Discrete Choice and Reduced-Form Approaches," IZA Discussion Papers 9054, Institute of Labor Economics (IZA).
    9. Rolf Aaberge & Ugo Colombino, 2018. "Structural Labour Supply Models and Microsimulation," International Journal of Microsimulation, International Microsimulation Association, vol. 11(1), pages 162-197.
    10. 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.
    11. 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.
    12. Brekke, Kurt R. & Holmås, Tor Helge & Monstad, Karin & Straume, Odd Rune, 2017. "Do treatment decisions depend on physicians' financial incentives?," Journal of Public Economics, Elsevier, vol. 155(C), pages 74-92.
    13. Bessho, Shun-ichiro & Hayashi, Masayoshi, 2011. "Labor supply response and preferences specification: Estimates for prime-age males in Japan," Journal of Asian Economics, Elsevier, vol. 22(5), pages 398-411, October.
    14. Barbara Broadway & Guyonne Kalb & Jinhu Li & Anthony Scott, 2017. "Do Financial Incentives Influence GPs' Decisions to Do After‐hours Work? A Discrete Choice Labour Supply Model," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 52-66, December.
    15. Löffler, Max & Peichl, Andreas & Pestel, Nico & Siegloch, Sebastian & Sommer, Eric, 2014. "Documentation IZA?MOD v3.0: The IZA Policy Simulation Model," IZA Discussion Papers 8553, Institute of Labor Economics (IZA).
    16. 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.
    17. Bruce Shearer & Nibene Habib Somé & Bernard Fortin, 2018. "Measuring Physicians’ Response to Incentives: Evidence on Hours Worked and Multitasking," Cahiers de recherche 1808, Chaire de recherche Industrielle Alliance sur les enjeux économiques des changements démographiques.
    18. John Creedy & Guyonne Kalb, 2005. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Journal of Economic Surveys, Wiley Blackwell, vol. 19(5), pages 697-734, December.
    19. repec:zbw:rwirep:0529 is not listed on IDEAS
    20. John K. Dagsvik & Zhiyang Jia & Tom Kornstad & Thor O. Thoresen, 2014. "Theoretical And Practical Arguments For Modeling Labor Supply As A Choice Among Latent Jobs," Journal of Economic Surveys, Wiley Blackwell, vol. 28(1), pages 134-151, February.
    21. Maximilian Joseph Blömer & Andreas Peichl, 2020. "The ifo Tax and Transfer Behavioral Microsimulation Model," ifo Working Paper Series 335, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.

    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:wly:japmet:v:36:y:2021:i:6:p:686-702. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/0883-7252/ .

    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.