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Healing the Poor: The Influence of Patient Socioeconomic Status on Physician Supply Responses

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  • Alice Chen
  • Darius N. Lakdawalla

Abstract

A longstanding literature explores how altruism affects the way physicians respond to incentives and provide care. We analyze how patient socioeconomic status mediates these responses. We show theoretically that patient socioeconomic status systematically influences the way physicians respond to reimbursement changes, and we identify the channels through which these effects operate. We use two Medicare reimbursement changes to investigate these insights empirically. We confirm that a given physician facing an increase in reimbursement boosts utilization by more when treating richer patients. We show that average supply price elasticities vary from 0.02 to 0.18 for a given physician, depending on the patient’s socioeconomic status. Finally, we show that the Medicare reforms we study led to overall reimbursement increases that raised healthcare utilization by 10% more for high-income patients compared to their low-income peers.

Suggested Citation

  • Alice Chen & Darius N. Lakdawalla, 2016. "Healing the Poor: The Influence of Patient Socioeconomic Status on Physician Supply Responses," NBER Working Papers 21930, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:21930
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    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    3. Mark Pauly, 1980. "Appendix to "Doctors and Their Workshops: Economic Models of Physician Behavior"," NBER Chapters, in: Doctors and Their Workshops: Economic Models of Physician Behavior, pages 119-122, National Bureau of Economic Research, Inc.
    4. Thomas G. McGuire & Mark V. Pauly, 1991. "Physician Response to Fee Changes with Multiple Payers," Papers 0015, Boston University - Industry Studies Programme.
    5. Mingshan Lu, 1999. "Separating the True Effect from Gaming in Incentive‐Based Contracts in Health Care," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 8(3), pages 383-431, September.
    6. Gaynor, Martin, 1994. "Issues in the Industrial Organization of the Market for Physician Services," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 3(1), pages 211-255, Spring.
    7. Blomqvist, Ake, 2002. "Defining the value of a statistical life: a comment," Journal of Health Economics, Elsevier, vol. 21(1), pages 169-175, January.
    8. Jacobson, Mireille G. & Chang, Tom Y. & Earle, Craig C. & Newhouse, Joseph P., 2017. "Physician agency and patient survival," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 27-47.
    9. Mark Pauly, 1980. "Doctors and Their Workshops: Economic Models of Physician Behavior," NBER Books, National Bureau of Economic Research, Inc, number paul80-1, May.
    10. Glied, Sherry & Zivin, Joshua Graff, 2002. "How do doctors behave when some (but not all) of their patients are in managed care?," Journal of Health Economics, Elsevier, vol. 21(2), pages 337-353, March.
    11. Donald W. K. Andrews & Marcelo J. Moreira & James H. Stock, 2006. "Optimal Two-Sided Invariant Similar Tests for Instrumental Variables Regression," Econometrica, Econometric Society, vol. 74(3), pages 715-752, May.
    12. Amy Finkelstein & Erzo F. P. Luttmer & Matthew J. Notowidigdo, 2013. "What Good Is Wealth Without Health? The Effect Of Health On The Marginal Utility Of Consumption," Journal of the European Economic Association, European Economic Association, vol. 11, pages 221-258, January.
    13. Jack, William, 2005. "Purchasing health care services from providers with unknown altruism," Journal of Health Economics, Elsevier, vol. 24(1), pages 73-93, January.
    14. 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.
    15. José Luis Montiel Olea & Carolin Pflueger, 2013. "A Robust Test for Weak Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 358-369, July.
    16. Godager, Geir & Wiesen, Daniel, 2013. "Profit or patients’ health benefit? Exploring the heterogeneity in physician altruism," Journal of Health Economics, Elsevier, vol. 32(6), pages 1105-1116.
    17. Philippe Choné & Ching-To Albert Ma, 2011. "Optimal Health Care Contract under Physician Agency," Annals of Economics and Statistics, GENES, issue 101-102, pages 229-256.
    18. Blomqvist, Ake, 1991. "The doctor as double agent: Information asymmetry, health insurance, and medical care," Journal of Health Economics, Elsevier, vol. 10(4), pages 411-432.
    19. Farley, Pamela J., 1986. "Theories of the price and quantity of physician services : A synthesis and critique," Journal of Health Economics, Elsevier, vol. 5(4), pages 315-333, December.
    20. Liu, Ting & Ma, Ching-to Albert, 2013. "Health insurance, treatment plan, and delegation to altruistic physician," Journal of Economic Behavior & Organization, Elsevier, vol. 85(C), pages 79-96.
    21. Mooney, Gavin & Ryan, Mandy, 1993. "Agency in health care: Getting beyond first principles," Journal of Health Economics, Elsevier, vol. 12(2), pages 125-135, July.
    22. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    23. Ellis, Randall P. & McGuire, Thomas G., 1990. "Optimal payment systems for health services," Journal of Health Economics, Elsevier, vol. 9(4), pages 375-396, December.
    24. Lakdawalla, Darius & Sood, Neeraj, 2013. "Health insurance as a two-part pricing contract," Journal of Public Economics, Elsevier, vol. 102(C), pages 1-12.
    25. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    26. Stefan Felder & Thomas Mayrhofer, 2011. "Medical Decision Making," Springer Books, Springer, number 978-3-642-18330-0, December.
    27. Chew, S H & Epstein, Larry G & Segal, U, 1991. "Mixture Symmetry and Quadratic Utility," Econometrica, Econometric Society, vol. 59(1), pages 139-163, January.
    28. repec:adr:anecst:y:2011:i:101-102:p:11 is not listed on IDEAS
    29. Rochaix, Lise, 1989. "Information asymmetry and search in the market for physicians' services," Journal of Health Economics, Elsevier, vol. 8(1), pages 53-84, March.
    30. William N. Evans & W. Kip Viscusi, 1993. "Income Effects and the Value of Health," Journal of Human Resources, University of Wisconsin Press, vol. 28(3), pages 497-518.
    31. 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.
    32. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    33. Dranove, David, 1988. "Demand Inducement and the Physician/Patient Relationship," Economic Inquiry, Western Economic Association International, vol. 26(2), pages 281-298, April.
    34. McGuire, Thomas G. & Pauly, Mark V., 1991. "Physician response to fee changes with multiple payers," Journal of Health Economics, Elsevier, vol. 10(4), pages 385-410.
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    Cited by:

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    2. Wu, Bingxiao, 2019. "Physician agency in China: Evidence from a drug-percentage incentive scheme," Journal of Development Economics, Elsevier, vol. 140(C), pages 72-89.
    3. Jakub P. Hlávka & Jeffrey C. Yu & Dana P. Goldman & Darius N. Lakdawalla, 2021. "The economics of alternative payment models for pharmaceuticals," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(4), pages 559-569, June.
    4. Kaarboe, Oddvar & Siciliani, Luigi, 2023. "Contracts for primary and secondary care physicians and equity-efficiency trade-offs," Journal of Health Economics, Elsevier, vol. 87(C).
    5. Xuefeng Li & Li Deng & Han Yang & Hui Wang, 2020. "Effect of socioeconomic status on the healthcare-seeking behavior of migrant workers in China," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-15, August.

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    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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