IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0103829.html
   My bibliography  Save this article

A Cross-Sectional Analysis of Variation in Charges and Prices across California for Percutaneous Coronary Intervention

Author

Listed:
  • Renee Y Hsia
  • Yaa Akosa Antwi
  • Ellerie Weber
  • Julia Brownell Nath

Abstract

Background: Though past studies have shown wide variation in aggregate hospital price indices and specific procedures, few have documented or explained such variation for distinct and common episodes of care. Objectives: We sought to examine the variability in charges for percutaneous coronary intervention (PCI) with a drug-eluting stent and without major complications (MS-DRG-247), and determine whether hospital and market characteristics influenced these charges. Methods: We conducted a cross-sectional analysis of adults admitted to California hospitals in 2011 for MS-DRG-247 using patient discharge data from the California Office of Statewide Health Planning and Development. We used a two-part linear regression model to first estimate hospital-specific charges adjusted for patient characteristics, and then examine whether the between-hospital variation in those estimated charges was explained by hospital and market characteristics. Results: Adjusted charges for the average California patient admitted for uncomplicated PCI ranged from $22,047 to $165,386 (median: $88,350) depending on which hospital the patient visited. Hospitals in areas with the highest cost of living, those in rural areas, and those with more Medicare patients had higher charges, while government-owned hospitals charged less. Overall, our model explained 43% of the variation in adjusted charges. Estimated discounted prices paid by private insurers ranged from $3,421 to $80,903 (median: $28,571). Conclusions: Charges and estimated discounted prices vary widely between hospitals for the average California patient undergoing PCI without major complications, a common and relatively homogeneous episode of care. Though observable hospital characteristics account for some of this variation, the majority remains unexplained.

Suggested Citation

  • Renee Y Hsia & Yaa Akosa Antwi & Ellerie Weber & Julia Brownell Nath, 2014. "A Cross-Sectional Analysis of Variation in Charges and Prices across California for Percutaneous Coronary Intervention," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-9, August.
  • Handle: RePEc:plo:pone00:0103829
    DOI: 10.1371/journal.pone.0103829
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0103829
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0103829&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0103829?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
    ---><---

    References listed on IDEAS

    as
    1. Gaynor, Martin & Vogt, William B, 2003. "Competition among Hospitals," RAND Journal of Economics, The RAND Corporation, vol. 34(4), pages 764-785, Winter.
    2. Keeler, Emmett B. & Melnick, Glenn & Zwanziger, Jack, 1999. "The changing effects of competition on non-profit and for-profit hospital pricing behavior," Journal of Health Economics, Elsevier, vol. 18(1), pages 69-86, January.
    3. Melnick, Glenn & Keeler, Emmett, 2007. "The effects of multi-hospital systems on hospital prices," Journal of Health Economics, Elsevier, vol. 26(2), pages 400-413, March.
    4. Melnick, Glenn A. & Zwanziger, Jack & Bamezai, Anil & Pattison, Robert, 1992. "The effects of market structure and bargaining position on hospital prices," Journal of Health Economics, Elsevier, vol. 11(3), pages 217-233, October.
    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. Berden, Carolien & Croes, R. & Kemp, R. & Mikkers, Misja & van der Noll, Rob & Shestalova, V. & Svitak, Jan, 2019. "Hospital Competition in the Netherlands : An Empirical Investigation," Other publications TiSEM e30db5a4-5c1c-450b-8f1d-6, Tilburg University, School of Economics and Management.
    2. R. Halbersma & M. Mikkers & E. Motchenkova & I. Seinen, 2011. "Market structure and hospital–insurer bargaining in the Netherlands," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 12(6), pages 589-603, December.
    3. Yaa Akosa Antwi & Martin S. Gaynor & William B. Vogt, 2009. "A Bargain at Twice the Price? California Hospital Prices in the New Millennium," NBER Chapters, in: Frontiers in Health Policy Research, volume 12, National Bureau of Economic Research, Inc.
    4. Gary M. Fournier, 2014. "Can Empirical Demand Models Assist in CON Comparative Reviews? A Case Study in Florida," Southern Economic Journal, John Wiley & Sons, vol. 81(1), pages 68-90, July.
    5. Tomas J. Philipson & Richard A. Posner, 2009. "Antitrust in the Not-for-Profit Sector," Journal of Law and Economics, University of Chicago Press, vol. 52(1), pages 1-18, February.
    6. Martin S. Gaynor & Samuel A. Kleiner & William B. Vogt, 2013. "A Structural Approach to Market Definition With an Application to the Hospital Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 61(2), pages 243-289, June.
    7. Huckman, Robert S., 2006. "Hospital integration and vertical consolidation: An analysis of acquisitions in New York State," Journal of Health Economics, Elsevier, vol. 25(1), pages 58-80, January.
    8. Melnick, Glenn & Keeler, Emmett, 2007. "The effects of multi-hospital systems on hospital prices," Journal of Health Economics, Elsevier, vol. 26(2), pages 400-413, March.
    9. Peter Zaleski & Alfredo Esposto, 2007. "The Response to Market Power: Non-Profit Hospitals versus For-Profit Hospitals," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 35(3), pages 315-325, September.
    10. Krishnan, Ranjani, 2001. "Market restructuring and pricing in the hospital industry," Journal of Health Economics, Elsevier, vol. 20(2), pages 213-237, March.
    11. Paula James, 2002. "Concentration and Pricing in the Hospital Sector," Working Papers 02-08, New York University, Leonard N. Stern School of Business, Department of Economics.
    12. Seth Sacher & Louis Silvia, 1998. "Antitrust Issues in Defining the Product Market for Hospital Services," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 5(2), pages 181-202.
    13. Gaynor, Martin & Vogt, William B., 2000. "Antitrust and competition in health care markets," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 27, pages 1405-1487, Elsevier.
    14. Avi Dor & Michael Grossman & Siran M.Koroukian, 2004. "Transaction Prices and Managed Care Discounting for Selected Medical Technologies: A Bargaining Approach," NBER Working Papers 10377, National Bureau of Economic Research, Inc.
    15. 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.
    16. Sujoy Chakravarty & Martin Gaynor & Steven Klepper & William B. Vogt, 2006. "Does the profit motive make Jack nimble? Ownership form and the evolution of the US hospital industry," Health Economics, John Wiley & Sons, Ltd., vol. 15(4), pages 345-361, April.
    17. Spang, Heather Radach & Arnould, Richard J. & Bazzoli, Gloria J., 2009. "The effect of non-rural hospital mergers and acquisitions: An examination of cost and price outcomes," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(2), pages 323-342, May.
    18. José J. Escarce & Arvind K. Jain & Jeannette Rogowski, 2006. "Hospital Competition, Managed Care and Mortality After Hospitalization for Medical Conditions: Evidence From Three States," NBER Working Papers 12335, National Bureau of Economic Research, Inc.
    19. Teresa D. Harrison, 2007. "Consolidations and closures: an empirical analysis of exits from the hospital industry," Health Economics, John Wiley & Sons, Ltd., vol. 16(5), pages 457-474, May.
    20. Deborah Haas-Wilson & Christopher Garmon, 2011. "Hospital Mergers and Competitive Effects: Two Retrospective Analyses," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 18(1), pages 17-32.

    More about this item

    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:plo:pone00:0103829. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.