IDEAS home Printed from https://ideas.repec.org/a/eee/soceps/v83y2022ics0038012122001240.html
   My bibliography  Save this article

A bilevel Nash-in-Nash model for hospital mergers: A key to affordable care

Author

Listed:
  • Acuna, Jorge A.
  • Zayas-Castro, Jose L.
  • Feijoo, Felipe

Abstract

The increasing and exorbitant health care prices in the United States combined with a trend of market concentration has resulted in more than 25 million people being without basic health insurance per year. Increasing mortality rates, decreasing quality of life, preventable hospitalizations, and emergency department overcrowding are some of the consequences of the health care access crisis. This work introduces a bilevel Nash-in-Nash approach to model health care market interactions among insurers, hospitals, and patients. We model eight different scenarios to account for horizontal hospital mergers, insurance network expansions, and SARS-CoV-2 effects over a set of market metrics, such as insurance premiums and quality of care. We use the proposed approach to analyze Hillsborough County in Florida, considering a demand of 1.2 million customers, 14 hospitals, 4 health insurers, and 15 diagnosis-related groups. The results show that the quality of care does not increase with hospital mergers and that improving hospital competition can reduce the current insurance premiums by up to 13.7%. We also found that increasing the number of providers per insurance network reduces the premiums in concentrated hospital markets by up to 35%. Further analyses revealed that the changes in demand due to the SARS-CoV-2 pandemic should reduce insurance premiums (between 25% and 31%) and increase hospital reimbursement rates.

Suggested Citation

  • Acuna, Jorge A. & Zayas-Castro, Jose L. & Feijoo, Felipe, 2022. "A bilevel Nash-in-Nash model for hospital mergers: A key to affordable care," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
  • Handle: RePEc:eee:soceps:v:83:y:2022:i:c:s0038012122001240
    DOI: 10.1016/j.seps.2022.101334
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0038012122001240
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.seps.2022.101334?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Robbins, Matthew J. & Lunday, Brian J., 2016. "A bilevel formulation of the pediatric vaccine pricing problem," European Journal of Operational Research, Elsevier, vol. 248(2), pages 634-645.
    2. Martine Labbé & Patrice Marcotte & Gilles Savard, 1998. "A Bilevel Model of Taxation and Its Application to Optimal Highway Pricing," Management Science, INFORMS, vol. 44(12-Part-1), pages 1608-1622, December.
    3. Jonathan Gruber, 2008. "Covering the Uninsured in the United States," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 571-606, September.
    4. Kate Ho & Robin S. Lee, 2019. "Equilibrium Provider Networks: Bargaining and Exclusion in Health Care Markets," American Economic Review, American Economic Association, vol. 109(2), pages 473-522, February.
    5. Ken Binmore & Ariel Rubinstein & Asher Wolinsky, 1986. "The Nash Bargaining Solution in Economic Modelling," RAND Journal of Economics, The RAND Corporation, vol. 17(2), pages 176-188, Summer.
    6. Gautam Gowrisankaran & Aviv Nevo & Robert Town, 2015. "Mergers When Prices Are Negotiated: Evidence from the Hospital Industry," American Economic Review, American Economic Association, vol. 105(1), pages 172-203, January.
    7. Siciliani, Luigi & Moran, Valerie & Borowitz, Michael, 2014. "Measuring and comparing health care waiting times in OECD countries," Health Policy, Elsevier, vol. 118(3), pages 292-303.
    8. J. V. Outrata, 1999. "Optimality Conditions for a Class of Mathematical Programs with Equilibrium Constraints," Mathematics of Operations Research, INFORMS, vol. 24(3), pages 627-644, August.
    9. Zack Cooper & Stuart V Craig & Martin Gaynor & John Van Reenen, 2019. "The Price Ain’t Right? Hospital Prices and Health Spending on the Privately Insured," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 51-107.
    10. Gaynor, Martin & Town, Robert J., 2011. "Competition in Health Care Markets," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 499-637, Elsevier.
    11. Martin Gaynor & Kate Ho & Robert J. Town, 2015. "The Industrial Organization of Health-Care Markets," Journal of Economic Literature, American Economic Association, vol. 53(2), pages 235-284, June.
    12. Ian McCarthy & Sean Shenghsiu Huang, 2018. "Vertical Alignment Between Hospitals and Physicians as a Bargaining Response to Commercial Insurance Markets," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 53(1), pages 7-29, August.
    13. Christopher, A.S. & Himmelstein, D.U. & Woolhandler, S. & McCormick, D., 2018. "The effects of household medical expenditures on income inequality in the United States," American Journal of Public Health, American Public Health Association, vol. 108(3), pages 351-354.
    14. Ferris, Michael C. & Munson, Todd S., 2000. "Complementarity problems in GAMS and the PATH solver," Journal of Economic Dynamics and Control, Elsevier, vol. 24(2), pages 165-188, February.
    15. Holger Scheel & Stefan Scholtes, 2000. "Mathematical Programs with Complementarity Constraints: Stationarity, Optimality, and Sensitivity," Mathematics of Operations Research, INFORMS, vol. 25(1), pages 1-22, February.
    16. Kate Ho & Robin S. Lee, 2017. "Insurer Competition in Health Care Markets," Econometrica, Econometric Society, vol. 85, pages 379-417, March.
    17. Michael G. Vita & Seth Sacher, 2001. "The Competitive Effects of Not‐for‐Profit Hospital Mergers: A Case Study," Journal of Industrial Economics, Wiley Blackwell, vol. 49(1), pages 63-84, March.
    18. Martine Labbé & Alessia Violin, 2016. "Bilevel programming and price setting problems," Annals of Operations Research, Springer, vol. 240(1), pages 141-169, May.
    19. Diego A. Martinez & Felipe Feijoo & Jose L. Zayas-Castro & Scott Levin & Tapas K. Das, 2018. "A strategic gaming model for health information exchange markets," Health Care Management Science, Springer, vol. 21(1), pages 119-130, March.
    20. Martin Gaynor & Deborah Haas-Wilson, 1999. "Change, Consolidation, and Competition in Health Care Markets," Journal of Economic Perspectives, American Economic Association, vol. 13(1), pages 141-164, Winter.
    21. Benoît Colson & Patrice Marcotte & Gilles Savard, 2007. "An overview of bilevel optimization," Annals of Operations Research, Springer, vol. 153(1), pages 235-256, September.
    22. Suh, Sang-Chul & Wen, Quan, 2006. "Multi-agent bilateral bargaining and the Nash bargaining solution," Journal of Mathematical Economics, Elsevier, vol. 42(1), pages 61-73, February.
    23. Mordukhovich, Boris S., 2005. "Optimization and equilibrium problems with equilibrium constraints," Omega, Elsevier, vol. 33(5), pages 379-384, October.
    24. Acuna, Jorge A. & Zayas-Castro, José L. & Charkhgard, Hadi, 2020. "Ambulance allocation optimization model for the overcrowding problem in US emergency departments: A case study in Florida," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
    25. Trish, Erin E. & Herring, Bradley J., 2015. "How do health insurer market concentration and bargaining power with hospitals affect health insurance premiums?," Journal of Health Economics, Elsevier, vol. 42(C), pages 104-114.
    26. Kovacevic, Raimund M. & Pflug, Georg Ch., 2014. "Electricity swing option pricing by stochastic bilevel optimization: A survey and new approaches," European Journal of Operational Research, Elsevier, vol. 237(2), pages 389-403.
    27. Ryan Mutter & Patrick Romano & Herbert Wong, 2011. "The Effects of US Hospital Consolidations on Hospital Quality," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 18(1), pages 109-126.
    28. Nash, John, 1950. "The Bargaining Problem," Econometrica, Econometric Society, vol. 18(2), pages 155-162, April.
    29. Shenglong Zhou & Alain B. Zemkoho & Andrey Tin, 2020. "BOLIB: Bilevel Optimization LIBrary of Test Problems," Springer Optimization and Its Applications, in: Stephan Dempe & Alain Zemkoho (ed.), Bilevel Optimization, chapter 0, pages 563-580, Springer.
    30. Henrick Horn & Asher Wolinsky, 1988. "Bilateral Monopolies and Incentives for Merger," RAND Journal of Economics, The RAND Corporation, vol. 19(3), pages 408-419, Autumn.
    31. Tamás Kis & András Kovács & Csaba Mészáros, 2021. "On Optimistic and Pessimistic Bilevel Optimization Models for Demand Response Management," Energies, MDPI, vol. 14(8), pages 1-22, April.
    32. Ho, Vivian & Hamilton, Barton H., 2000. "Hospital mergers and acquisitions: does market consolidation harm patients?," Journal of Health Economics, Elsevier, vol. 19(5), pages 767-791, September.
    33. Fernanda Bravo & Marcus Braun & Vivek Farias & Retsef Levi & Christine Lynch & John Tumolo & Richard Whyte, 2021. "Optimization-driven framework to understand health care network costs and resource allocation," Health Care Management Science, Springer, vol. 24(3), pages 640-660, September.
    34. Angeliki Flokou & Vassilis Aletras & Dimitris Niakas, 2017. "Decomposition of potential efficiency gains from hospital mergers in Greece," Health Care Management Science, Springer, vol. 20(4), pages 467-484, December.
    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. Martin Gaynor & Kate Ho & Robert J. Town, 2015. "The Industrial Organization of Health-Care Markets," Journal of Economic Literature, American Economic Association, vol. 53(2), pages 235-284, June.
    2. Stuart V. Craig & Matthew Grennan & Ashley Swanson, 2021. "Mergers and marginal costs: New evidence on hospital buyer power," RAND Journal of Economics, RAND Corporation, vol. 52(1), pages 151-178, March.
    3. Matthew Backus & Thomas Blakee & Brad Larsen & Steven Tadelis, 2020. "Sequential Bargaining in the Field: Evidence from Millions of Online Bargaining Interactions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(3), pages 1319-1361.
    4. William P. Rogerson, 2021. "The Upstream Pass-Through Rate, Bargaining Power and the Magnitude of the Raising Rivals’ Costs (RRC) Effect," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 59(2), pages 205-227, September.
    5. Rabbani, Maysam, 2023. "Mergers with future rivals can boost prices, bar entry, and intensify market concentration," International Journal of Industrial Organization, Elsevier, vol. 88(C).
    6. Carlton, Dennis W., 2020. "Transaction costs and competition policy," International Journal of Industrial Organization, Elsevier, vol. 73(C).
    7. Gaynor, Martin & Town, Robert J., 2011. "Competition in Health Care Markets," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 499-637, Elsevier.
    8. Howard Smith & Walter Beckert & Yuya Takahashi, 2020. "Competition in a spatially-differentiated product market with negotiated prices," Economics Series Working Papers 921, University of Oxford, Department of Economics.
    9. Chiara Brouns & Rudy Douven & Ron Kemp, 2021. "Prices and market power in mental health care: Evidence from a major policy change in the Netherlands," Health Economics, John Wiley & Sons, Ltd., vol. 30(4), pages 803-819, April.
    10. Feijoo, Felipe & Das, Tapas K., 2014. "Design of Pareto optimal CO2 cap-and-trade policies for deregulated electricity networks," Applied Energy, Elsevier, vol. 119(C), pages 371-383.
    11. Eric Barrette & Gautam Gowrisankaran & Robert Town, 2020. "Countervailing Market Power and Hospital Competition," NBER Working Papers 27005, National Bureau of Economic Research, Inc.
    12. Bonnet, Céline & Bouamra-Mechemache, Zohra & Molina, Hugo, 2016. "The Welfare Effects of Brand Portfolio Strategies in the Soft Drink Industry: A Structural Bargaining Approach with Limited Data," 149th Seminar, October 27-28, 2016, Rennes, France 245168, European Association of Agricultural Economists.
    13. William P. Rogerson, 2020. "Modelling and predicting the competitive effects of vertical mergers: The bargaining leverage over rivals effect," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(2), pages 407-436, May.
    14. Smith, Howard & Beckert, Walter & Takahashi, Yuya, 2020. "Competition in a spatially-differentiated product market with negotiated prices," CEPR Discussion Papers 15379, C.E.P.R. Discussion Papers.
    15. Craig, Stuart V. & Ericson, Keith Marzilli & Starc, Amanda, 2021. "How important is price variation between health insurers?," Journal of Health Economics, Elsevier, vol. 77(C).
    16. Chiara Brouns & Rudy Douven & Ron Kemp, 2021. "Prices and market power in mental health care: Evidence from a major policy change in the Netherlands," Health Economics, John Wiley & Sons, Ltd., vol. 30(4), pages 803-819, April.
    17. Pierre Dubois & Morten Sæthre, 2020. "On the Effect of Parallel Trade on Manufacturers' and Retailers' Profits in the Pharmaceutical Sector," Econometrica, Econometric Society, vol. 88(6), pages 2503-2545, November.
    18. Steven Berry & Martin Gaynor & Fiona Scott Morton, 2019. "Do Increasing Markups Matter? Lessons from Empirical Industrial Organization," Journal of Economic Perspectives, American Economic Association, vol. 33(3), pages 44-68, Summer.
    19. Rey, Patrick & Verge, T., 2016. "Secret contracting in multilateral relations," TSE Working Papers 16-744, Toulouse School of Economics (TSE), revised Dec 2020.
    20. Garthwaite, Craig & Ody, Christopher & Starc, Amanda, 2022. "Endogenous quality investments in the U.S. hospital market," Journal of Health Economics, Elsevier, vol. 84(C).

    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:eee:soceps:v:83:y:2022:i:c:s0038012122001240. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/seps .

    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.