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Exploring Variations in Healthcare Expenditures - What is the Role of Practice Styles?

Author

Listed:
  • Alexander Ahammer
  • Thomas Schober

Abstract

Variations in the use of medical resources, both across and within geographical regions, have been widely documented. In this paper we explore physician practice styles as a possible determinant of these variations. In particular, we exploit patient mobility between physicians to identify practice styles among general practitioners (GPs) in Austria. We use a large administrative data set containing detailed information on a battery of different healthcare services, and implement a model with additive patient and GP fixed effects that allows flexibly for systematic differences in patients’ health states. We find that, while GPs explain a relatively small part of the overall variation in medical expenses, heterogeneities in spending patterns among GPs are substantial. Conditional on patient characteristics, we document a difference of e 751.47 per patient per year in total medical expenses (which amounts to roughly 45% of the sample mean) between high- and low-spending GPs.

Suggested Citation

  • Alexander Ahammer & Thomas Schober, 2018. "Exploring Variations in Healthcare Expenditures - What is the Role of Practice Styles?," CDL Aging, Health, Labor working papers 2018-04, The Christian Doppler (CD) Laboratory Aging, Health, and the Labor Market, Johannes Kepler University Linz, Austria.
  • Handle: RePEc:jku:cdlwps:wp1804
    Note: English
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    2. Andreas Steinmayr & Manuel Rossi, 2022. "Vaccine-skeptic physicians and COVID-19 vaccination rates," Working Papers 2022-16, Faculty of Economics and Statistics, Universität Innsbruck.
    3. Irene Torrini & Claudio Lucifora & Antonio Giampiero Russo, 2025. "Age, morbidity, and time to death: End-of-life expenditures on health care for the young-old population," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 26(6), pages 1079-1099, August.
    4. Emely Ek Blæhr & Beatriz Gallo Cordoba & Niels Skipper & Rikke Søgaard, 2024. "Variation in Psychiatric Hospitalisations: A Multiple-Membership Multiple-Classification Analysis," IJERPH, MDPI, vol. 21(8), pages 1-26, July.
    5. Olivia Bodnar & Hugh Gravelle & Nils Gutacker & Annika Herr, 2024. "Financial incentives and prescribing behavior in primary care," Health Economics, John Wiley & Sons, Ltd., vol. 33(4), pages 696-713, April.
    6. Tamara Bischof & Boris Kaiser, 2021. "Who cares when you close down? The effects of primary care practice closures on patients," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2004-2025, September.
    7. 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.
    8. Andreas Steinmayr & Manuel Rossi, 2024. "Vaccine‐skeptic physicians and patient vaccination decisions," Health Economics, John Wiley & Sons, Ltd., vol. 33(3), pages 509-525, March.
    9. Alexander Ahammer, 2016. "How Physicians Affect Patients’ Employment Outcomes Through Deciding on Sick Leave Durations," CDL Aging, Health, Labor working papers 2016-04, The Christian Doppler (CD) Laboratory Aging, Health, and the Labor Market, Johannes Kepler University Linz, Austria.
    10. Alexander Ahammer, 2018. "Physicians, sick leave certificates, and patients' subsequent employment outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 27(6), pages 923-936, June.
    11. 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.
    12. Feras Kasabji & Alaa Alrajo & Ferenc Vincze & László Kőrösi & Róza Ádány & János Sándor, 2020. "Self-Declared Roma Ethnicity and Health Insurance Expenditures: A Nationwide Cross-Sectional Investigation at the General Medical Practice Level in Hungary," IJERPH, MDPI, vol. 17(23), pages 1-17, December.

    More about this item

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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
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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