IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp15559.html
   My bibliography  Save this paper

Does Population Sorting through Internal Migration Increase Healthcare Costs and Needs in Peripheral Regions?

Author

Listed:
  • Kulshreshtha, Shobhit

    (Tilburg University)

  • Salm, Martin

    (Tilburg University)

  • Wübker, Ansgar

    (RWI)

Abstract

Large regional disparities in health and healthcare costs prevail in many countries, but our understanding of the underlying causes is still limited. This study shows for the case of the Netherlands that population sorting through internal migration can explain a substantial share, around 28%, of regional variation in healthcare costs. Internal migration during the 1998-2018 period increases average healthcare costs in peripheral provinces by up to 3%. Most of this effect can be attributed to selective migration. We find similar results for risk scores, a measure of healthcare needs. The Dutch risk equalization scheme compensates only partially for these effects.

Suggested Citation

  • Kulshreshtha, Shobhit & Salm, Martin & Wübker, Ansgar, 2022. "Does Population Sorting through Internal Migration Increase Healthcare Costs and Needs in Peripheral Regions?," IZA Discussion Papers 15559, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp15559
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp15559.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Layton, Timothy J. & McGuire, Thomas G. & van Kleef, Richard C., 2018. "Deriving risk adjustment payment weights to maximize efficiency of health insurance markets," Journal of Health Economics, Elsevier, vol. 61(C), pages 93-110.
    Full references (including those not matched with items on IDEAS)

    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. Bergquist, Savannah L. & Layton, Timothy J. & McGuire, Thomas G. & Rose, Sherri, 2019. "Data transformations to improve the performance of health plan payment methods," Journal of Health Economics, Elsevier, vol. 66(C), pages 195-207.
    2. Pilny, Adam & Wübker, Ansgar & Ziebarth, Nicolas R., 2017. "Introducing risk adjustment and free health plan choice in employer-based health insurance: Evidence from Germany," Journal of Health Economics, Elsevier, vol. 56(C), pages 330-351.
    3. Michael Geruso & Timothy J. Layton, 2017. "Selection in Health Insurance Markets and Its Policy Remedies," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 23-50, Fall.
    4. Joseph P. Newhouse & Mary Beth Landrum & Mary Price & J. Michael McWilliams & John Hsu & Thomas G. McGuire, 2019. "The Comparative Advantage of Medicare Advantage," American Journal of Health Economics, MIT Press, vol. 5(2), pages 281-301, Spring.
    5. Laura Anselmi & Yiu-Shing Lau & Matt Sutton & Anna Everton & Rob Shaw & Stephen Lorrimer, 2022. "Use of past care markers in risk-adjustment: accounting for systematic differences across providers," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(1), pages 133-151, February.
    6. Carey, Colleen, 2021. "Sharing the burden of subsidization: Evidence on pass-through from a subsidy revision in Medicare Part D," Journal of Public Economics, Elsevier, vol. 198(C).
    7. Kulshreshtha, Shobhit & Salm, Martin & Wübker, Ansgar, 2022. "Does population sorting through internal migration increase healthcare costs and needs in peripheral regions?," Ruhr Economic Papers 970, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    8. Michel Oskam & Richard C. van Kleef & René C. J. A. van Vliet, 2023. "Improving diagnosis-based cost groups in the Dutch risk equalization model: the effects of a new clustering method and allowing for multimorbidity," International Journal of Health Economics and Management, Springer, vol. 23(2), pages 303-324, June.
    9. Sherri Rose & Thomas G. McGuire, 2019. "Limitations of P-Values and R-squared for Stepwise Regression Building: A Fairness Demonstration in Health Policy Risk Adjustment," The American Statistician, Taylor & Francis Journals, vol. 73(S1), pages 152-156, March.
    10. Constantinou, Panayotis & Tuppin, Philippe & Gastaldi-Ménager, Christelle & Pelletier-Fleury, Nathalie, 2022. "Defining a risk-adjustment formula for the introduction of population-based payments for primary care in France," Health Policy, Elsevier, vol. 126(9), pages 915-924.
    11. Savannah L. Bergquist & Timothy J. Layton & Thomas G. McGuire & Sherri Rose, 2018. "Intervening on the Data to Improve the Performance of Health Plan Payment Methods," NBER Working Papers 24491, National Bureau of Economic Research, Inc.
    12. Ayman Fouda & Gianluca Fiorentini & Francesco Paolucci, 2017. "Competitive Health Markets and Risk Equalisation in Australia: Lessons Learnt from Other Countries," Applied Health Economics and Health Policy, Springer, vol. 15(6), pages 745-754, December.
    13. Thomas G. McGuire & Sonja Schillo & Richard C. van Kleef, 2018. "Reinsurance, Repayments, and Risk Adjustment in Individual Health Insurance: Germany, The Netherlands and the U.S. Marketplaces," NBER Working Papers 25374, National Bureau of Economic Research, Inc.
    14. A. A. Withagen-Koster & R. C. Kleef & F. Eijkenaar, 2020. "Incorporating self-reported health measures in risk equalization through constrained regression," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(4), pages 513-528, June.
    15. Richard C. van Kleef & René C. J. A. van Vliet, 2022. "How to deal with persistently low/high spenders in health plan payment systems?," Health Economics, John Wiley & Sons, Ltd., vol. 31(5), pages 784-805, May.
    16. Sherri Rose & Thomas G. McGuire, 2018. "Limitations of P-Values and $R^2$ for Stepwise Regression Building: A Fairness Demonstration in Health Policy Risk Adjustment," Papers 1803.05513, arXiv.org, revised Aug 2018.
    17. Thomas G. McGuire & Sonja Schillo & Richard C. Kleef, 2021. "Very high and low residual spenders in private health insurance markets: Germany, The Netherlands and the U.S. Marketplaces," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(1), pages 35-50, February.

    More about this item

    Keywords

    regional variation in healthcare costs; internal migration; movers approach; regional disparities;
    All these keywords.

    JEL classification:

    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    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:iza:izadps:dp15559. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.