IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/29613.html
   My bibliography  Save this paper

Physician Group Influences on Treatment Intensity and Health: Evidence from Physician Switchers

Author

Listed:
  • Joseph J. Doyle Jr.
  • Becky Staiger

Abstract

Treatment intensity varies remarkably across physicians, yet the key drivers are not well understood. Meanwhile, the organization of healthcare is undergoing a secular transformation as physicians increasingly work in groups. This paper tests whether physicians' group affiliation matters for practice styles and patient health. Using Medicare inpatient claims data, we compare these outcomes before and after physicians switch between groups of varying treatment intensity while remaining in the same hospital to control for practice setting. Event studies show that internists who join more-intensive groups immediately increase their own treatment intensity, with an elasticity of approximately 0.3; the opposite is found for internists who switch to groups that are less intensive. This change in Medicare spending largely stems from greater quantities of care provided, with some evidence of a change in coding behavior. We do not detect a change in health outcomes, suggesting that treatment intensity induced by group affiliation may not be productive.

Suggested Citation

  • Joseph J. Doyle Jr. & Becky Staiger, 2021. "Physician Group Influences on Treatment Intensity and Health: Evidence from Physician Switchers," NBER Working Papers 29613, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:29613
    Note: AG EH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w29613.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Leila Agha & Keith Marzilli Ericson & Xiaoxi Zhao, 2020. "The Impact of Organizational Boundaries on Healthcare Coordination and Utilization," NBER Working Papers 28179, National Bureau of Economic Research, Inc.
    2. Thomas G. McGuire & Mark V. Pauly, 1991. "Physician Response to Fee Changes with Multiple Payers," Papers 0015, Boston University - Industry Studies Programme.
    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. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    5. Amy Finkelstein & Matthew Gentzkow & Heidi Williams, 2016. "Sources of Geographic Variation in Health Care: Evidence From PatientMigration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1681-1726.
    6. Diane Alexander & Molly Schnell, 2019. "The Impacts of Physician Payments on Patient Access, Use, and Health," NBER Working Papers 26095, National Bureau of Economic Research, Inc.
    7. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    8. Epstein, Andrew J. & Nicholson, Sean, 2009. "The formation and evolution of physician treatment styles: An application to cesarean sections," Journal of Health Economics, Elsevier, vol. 28(6), pages 1126-1140, December.
    9. Andrew J. Epstein & Jonathan D. Ketcham & Sean Nicholson, 2010. "Specialization and matching in professional services firms," RAND Journal of Economics, RAND Corporation, vol. 41(4), pages 811-834, December.
    10. Joseph Doyle & John Graves & Jonathan Gruber, 2019. "Evaluating Measures of Hospital Quality: Evidence from Ambulance Referral Patterns," The Review of Economics and Statistics, MIT Press, vol. 101(5), pages 841-852, December.
    11. David C. Chan, 2016. "Teamwork and Moral Hazard: Evidence from the Emergency Department," Journal of Political Economy, University of Chicago Press, vol. 124(3), pages 734-770.
    12. Marika Cabral & Colleen Carey & Sarah Miller, 2021. "The Impact of Provider Payments on Health Care Utilization of Low-Income Individuals: Evidence from Medicare and Medicaid," NBER Working Papers 29471, National Bureau of Economic Research, Inc.
    13. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    14. Saghafian, Soroush & Imanirad, Raha & Traub, Stephen J., 2019. "Do Physicians Influence Each Other’s Performance? Evidence from the Emergency Department," Working Paper Series rwp19-018, Harvard University, John F. Kennedy School of Government.
    15. 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.
    16. Capps, Cory & Dranove, David & Ody, Christopher, 2018. "The effect of hospital acquisitions of physician practices on prices and spending," Journal of Health Economics, Elsevier, vol. 59(C), pages 139-152.
    17. 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.
    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. Marika Cabral & Colleen Carey & Jinyeong Son, 2023. "Partial Outsourcing of Public Programs: Evidence on Determinants of Choice in Medicare," NBER Working Papers 31141, National Bureau of Economic Research, Inc.

    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. Guccio, C. & Lisi, D., 2014. "Social interactions in inappropriate behavior for childbirth services: Theory and evidence from the Italian hospital sector," Health, Econometrics and Data Group (HEDG) Working Papers 14/28, HEDG, c/o Department of Economics, University of York.
    2. Guccio, Calogero & Lisi, Domenico, 2016. "Thus do all. Social interactions in inappropriate behavior for childbirth services in a highly decentralized healthcare system," Regional Science and Urban Economics, Elsevier, vol. 61(C), pages 1-17.
    3. Véra Zabrodina & Mark Dusheiko & Karine Moschetti, 2020. "A moneymaking scan: Dual reimbursement systems and supplier‐induced demand for diagnostic imaging," Health Economics, John Wiley & Sons, Ltd., vol. 29(12), pages 1566-1585, December.
    4. Ivan Badinski & Amy Finkelstein & Matthew Gentzkow & Peter Hull, 2023. "Geographic Variation in Healthcare Utilization: The Role of Physicians," NBER Working Papers 31749, National Bureau of Economic Research, Inc.
    5. Erin M. Johnson & M. Marit Rehavi, 2016. "Physicians Treating Physicians: Information and Incentives in Childbirth," American Economic Journal: Economic Policy, American Economic Association, vol. 8(1), pages 115-141, February.
    6. Simonsen, Marianne & Skipper, Lars & Skipper, Niels & Thingholm, Peter Rønø, 2021. "Discontinuity in care: Practice closures among primary care providers and patient health care utilization," Journal of Health Economics, Elsevier, vol. 80(C).
    7. Christopher S. Brunt, 2015. "Medicare Part B Intensity and Volume Offset," Health Economics, John Wiley & Sons, Ltd., vol. 24(8), pages 1009-1026, August.
    8. William Encinosa & Didem Bernard & Thomas M. Selden, 2022. "Opioid and non-opioid analgesic prescribing before and after the CDC’s 2016 opioid guideline," International Journal of Health Economics and Management, Springer, vol. 22(1), pages 1-52, March.
    9. Fadlon, Itzik & Van Parys, Jessica, 2020. "Primary care physician practice styles and patient care: Evidence from physician exits in Medicare," Journal of Health Economics, Elsevier, vol. 71(C).
    10. 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.
    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. Alexander Ahammer & Ivan Zilic, 2017. "Do Financial Incentives Alter Physician Prescription Behavior? Evidence from Random Patient-GP Allocations," Working Papers 1701, The Institute of Economics, Zagreb.
    13. Montmartin, Benjamin & Herrera-Gómez, Marcos, 2023. "Spatial dependence in physicians’ prices and additional fees: Evidence from France," Journal of Health Economics, Elsevier, vol. 88(C).
    14. Peter Hull & Michal Kolesár & Christopher Walters, 2022. "Labor by design: contributions of David Card, Joshua Angrist, and Guido Imbens," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 603-645, July.
    15. Barili, Emilia & Bertoli, Paola & Grembi, Veronica, 2021. "Neighborhoods, networks, and delivery methods," Journal of Health Economics, Elsevier, vol. 80(C).
    16. Abe Dunn & Joshua D. Gottlieb & Adam Shapiro & Daniel J. Sonnenstuhl & Pietro Tebaldi, 2021. "A Denial a Day Keeps the Doctor Away," NBER Working Papers 29010, National Bureau of Economic Research, Inc.
    17. Alexander Ahammer & Thomas Schober, 2020. "Exploring variations in health‐care expenditures—What is the role of practice styles?," Health Economics, John Wiley & Sons, Ltd., vol. 29(6), pages 683-699, June.
    18. Chen, Alice & Lakdawalla, Darius N., 2019. "Healing the poor: The influence of patient socioeconomic status on physician supply responses," Journal of Health Economics, Elsevier, vol. 64(C), pages 43-54.
    19. De Luca, Giacomo & Lisi, Domenico & Martorana, Marco & Siciliani, Luigi, 2021. "Does higher Institutional Quality improve the Appropriateness of Healthcare Provision?," Journal of Public Economics, Elsevier, vol. 194(C).
    20. Barili, Emilia & Bertoli, Paola & Grembi, Veronica, 2021. "Fee equalization and appropriate health care," Economics & Human Biology, Elsevier, vol. 41(C).

    More about this item

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:29613. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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.