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Labour Supply, Work Effort and Contract Choice: Theory and Evidence on Physicians

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  • Bernard Fortin
  • Nicolas Jacquemet
  • Bruce Shearer

Abstract

We develop and estimate a generalized labour supply model that incorporates work effort into the standard consumption-leisure trade-off. We allow workers a choice between two contracts: a piece rate contract, wherein he is paid per unit of service provided, and a mixed contract, wherein he receives an hourly wage and a reduced piece rate. This setting gives rise to a nonconvex budget set and an efficient budget constraint (the upper envelope of contract-specific budget sets). We apply our model to data collected on specialist physicians working in the Province of Quebec (Canada). Our data set contains information on each physician's labour supply and their work effort (clinical services provided per hour worked). It also covers a period of policy reform under which physicians could choose between two compensation systems: the traditional fee-for-service, under which physicians receive a fee for each service provided, and mixed remuneration, under which physicians receive a per diem as well as a reduced fee for service. We estimate the model using a discrete choice approach. We use our estimates to simulate elasticities and the effects of ex ante reforms on physician contracts. Our results show that physician services and effort are much more sensitive to contractual changes than is their time spent at work. Our results also suggest that a mandatory reform, forcing all physicians to adopt the mixed remuneration system, would have had substantially larger effects on physician behaviour than those observed under the voluntary reform.

Suggested Citation

  • Bernard Fortin & Nicolas Jacquemet & Bruce Shearer, 2010. "Labour Supply, Work Effort and Contract Choice: Theory and Evidence on Physicians," CIRANO Working Papers 2010s-40, CIRANO.
  • Handle: RePEc:cir:cirwor:2010s-40
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    1. Richard Blundell & Alan Duncan & Costas Meghir, 1998. "Estimating Labor Supply Responses Using Tax Reforms," Econometrica, Econometric Society, vol. 66(4), pages 827-862, July.
    2. Paarsch, Harry J & Shearer, Bruce, 2000. "Piece Rates, Fixed Wages, and Incentive Effects: Statistical Evidence from Payroll Records," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(1), pages 59-92, February.
    3. Jeffrey Smith & Jeremy Lise & Shannon N. Seitz, 2003. "Equilibrium Policy Experiments And The Evaluation Of Social Programs," Working Paper 1012, Economics Department, Queen's University.
    4. Paarsch, Harry J. & Shearer, Bruce S., 2009. "The response to incentives and contractual efficiency: Evidence from a field experiment," European Economic Review, Elsevier, vol. 53(5), pages 481-494, July.
    5. Edward P. Lazear, 2000. "The Power of Incentives," American Economic Review, American Economic Association, vol. 90(2), pages 410-414, May.
    6. Gary S. Becker & H. Gregg Lewis, 1974. "Interaction between Quantity and Quality of Children," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 81-90, National Bureau of Economic Research, Inc.
    7. Keane, Michael & Moffitt, Robert, 1998. "A Structural Model of Multiple Welfare Program Participation and Labor Supply," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 553-589, August.
    8. 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.
    9. Blundell, Richard & Macurdy, Thomas, 1999. "Labor supply: A review of alternative approaches," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 27, pages 1559-1695, Elsevier.
    10. Bolduc, Denis & Fortin, Bernard & Fournier, Marc-Andre, 1996. "The Effect of Incentive Policies on the Practice Location of Doctors: A Multinomial Probit Analysis," Journal of Labor Economics, University of Chicago Press, vol. 14(4), pages 703-732, October.
    11. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818728, October.
    12. Adam Copeland & Cyril Monnet, 2009. "The Welfare Effects of Incentive Schemes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(1), pages 93-113.
    13. 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.
    14. 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.
    15. Edlefsen, Lee E., 1983. "The signs of compensated price effects in quantity/quality models," Economics Letters, Elsevier, vol. 12(1), pages 1-6.
    16. 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.
    17. Christopher Ferrall & Bruce Shearer, 1999. "Incentives and Transactions Costs Within the Firm: Estimating an Agency Model Using Payroll Records," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 309-338.
    18. 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.
    19. Frank A. Sloan, 1975. "Physician Supply Behavior in the Short Run," ILR Review, Cornell University, ILR School, vol. 28(4), pages 549-569, July.
    20. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524131, October.
    21. 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.
    22. Edward Vytlacil & James J. Heckman, 2001. "Policy-Relevant Treatment Effects," American Economic Review, American Economic Association, vol. 91(2), pages 107-111, May.
    23. Blank, Rebecca M, 1988. "Simultaneously Modeling the Supply of Weeks and Hours of Work among Female Household Heads," Journal of Labor Economics, University of Chicago Press, vol. 6(2), pages 177-204, April.
    24. Dickinson, David L, 1999. "An Experimental Examination of Labor Supply and Work Intensities," Journal of Labor Economics, University of Chicago Press, vol. 17(4), pages 638-670, October.
    25. 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.
    26. Ma, Ching-to Albert & McGuire, Thomas G, 1997. "Optimal Health Insurance and Provider Payment," American Economic Review, American Economic Association, vol. 87(4), pages 685-704, September.
    27. Chung-cheng Lin, 2003. "A backward-bending labor supply curve without an income effect," Oxford Economic Papers, Oxford University Press, vol. 55(2), pages 336-343, April.
    28. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818742, October.
    29. Margiotta, Mary M & Miller, Robert A, 2000. "Managerial Compensation and the Cost of Moral Hazard," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(3), pages 669-719, August.
    30. Gourieroux, Christian & Monfort, Alain, 1993. "Simulation-based inference : A survey with special reference to panel data models," Journal of Econometrics, Elsevier, vol. 59(1-2), pages 5-33, September.
    31. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524117, October.
    32. Petra E. Todd & Kenneth I. Wolpin, 2008. "Ex Ante Evaluation of Social Programs," Annals of Economics and Statistics, GENES, issue 91-92, pages 263-291.
    33. Hausman, Jerry A, 1985. "The Econometrics of Nonlinear Budget Sets," Econometrica, Econometric Society, vol. 53(6), pages 1255-1282, November.
    34. Jerry A. Hausman, 1980. "The Effect of Wages, Taxes, and Fixed Costs on Women's Labor Force Participation," NBER Chapters, in: Econometric Studies in Public Finance, pages 161-194, National Bureau of Economic Research, Inc.
    35. repec:hoo:wpaper:e-90-11 is not listed on IDEAS
    36. repec:adr:anecst:y:2008:i:91-92:p:13 is not listed on IDEAS
    37. Edlefsen, Lee E, 1981. "The Comparative Statics of Hedonic Price Functions and Other Nonlinear Constraints," Econometrica, Econometric Society, vol. 49(6), pages 1501-1520, November.
    38. Jonathan Gruber & Maria Owings, 1996. "Physician Financial Incentives and Cesarean Section Delivery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 99-123, Spring.
    39. repec:adr:anecst:y:2008:i:91-92:p:14 is not listed on IDEAS
    40. 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.
    41. Bruce Shearer, 2004. "Piece Rates, Fixed Wages and Incentives: Evidence from a Field Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 513-534.
    42. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818735, October.
    43. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524124, October.
    44. 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.
    45. 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.
    46. Thomas MaCurdy & David Green & Harry Paarsch, 1990. "Assessing Empirical Approaches for Analyzing Taxes and Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 25(3), pages 415-490.
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    Cited by:

    1. Baranov, Victoria & Bennett, Daniel & Kohler, Hans-Peter, 2015. "The indirect impact of antiretroviral therapy: Mortality risk, mental health, and HIV-negative labor supply," Journal of Health Economics, Elsevier, vol. 44(C), pages 195-211.
    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. 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.
    4. 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/Revue canadienne d'économique, John Wiley & Sons, vol. 46(1), pages 208-238, February.
    5. 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.
    6. Marie Allard & Izabela Jelovac & Pierre-Thomas Léger, 2014. "Payment mechanism and GP self-selection: capitation versus fee for service," International Journal of Health Economics and Management, Springer, vol. 14(2), pages 143-160, June.
    7. Calub, Renz Adrian, 2014. "Physician quality and payment schemes: A theoretical and empirical analysis," MPRA Paper 66038, University Library of Munich, Germany.
    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. Brosig-Koch, Jeannette & Kairies-Schwarz, Nadja & Kokot, Johanna, 2014. "Sorting into Physician Payment Schemes – A Laboratory Experiment," Ruhr Economic Papers 529, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    10. Joanne Castonguay, 2011. "Analyse comparative des mécanismes de gestion des paniers de services," CIRANO Project Reports 2011rp-16, CIRANO.
    11. Lippi Bruni, Matteo & Mammi, Irene & Ugolini, Cristina, 2016. "Does the extension of primary care practice opening hours reduce the use of emergency services?," Journal of Health Economics, Elsevier, vol. 50(C), pages 144-155.
    12. Jeannette Brosig‐Koch & Nadja Kairies‐Schwarz & Johanna Kokot, 2017. "Sorting into payment schemes and medical treatment: A laboratory experiment," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 52-65, December.
    13. Victoria Barham & Olga Milliken, 2015. "Payment Mechanisms and the Composition of Physician Practices: Balancing Cost‐Containment, Access, and Quality of Care," Health Economics, John Wiley & Sons, Ltd., vol. 24(7), pages 895-906, July.
    14. Jeannette Brosig-Koch & Nadja Kairies-Schwarz & Johanna Kokot, 2014. "Sorting into Physician Payment Schemes – A Laboratory Experiment," Ruhr Economic Papers 0529, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
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    More about this item

    Keywords

    Labour supply; effort; contracts; practice patterns of physicians; discrete choice econometric models; mixed logit;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods
    • I10 - Health, Education, and Welfare - - Health - - - General
    • J44 - Labor and Demographic Economics - - Particular Labor Markets - - - Professional Labor Markets and Occupations

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