IDEAS home Printed from https://ideas.repec.org/p/col/000118/004295.html
   My bibliography  Save this paper

Cream-Skimming And Risk Adjustment in Colombian Health Insurance System:: The Public Insurer Case

Author

Listed:
  • Ronald Eduardo Gómez Suárez

Abstract

This paper analyses the particular case of the bankruptcy of the biggest public insurer in the Colombian Health insurance system (contributory regime) in order to identify some selection atterns within such an insurance market. Using both cross-section and built-in panel data from DANE Quality of Life Survey in two waves (1997 and 2003) and applying an empirical approach based on binary choice models, the paper tries to solve two main questions. The first one is whether exists empirical evidence about advantageous selection in the contributory scheme of Colombian health insurance system. Secondly, I tried to establish whether cream-skimming (if existed) had real influence in the bankruptcy of the Colombian public insurer, which also would imply failures in the risk-adjustment formula. In the final section the principles of a good riskadjustment system suitable for the local scenario are drafted. The results show a strong evidence of dynamic selection from 1997 to 2003, which could take place by favoring both favorable age load" and good socio economic status (income, education, work type and location) for private insurers. No evidence of selection based on household analysis was found, which reinforces the idea of an individual appraisal before enrollment. This situation affected the financial performance of the public insurance, but by no means was the definitive factor of the bankruptcy. On the other hand, the risk adjustment formula used in the Colombian system presents some theoretical flaws and stillis established upon information from fifteen years ago. However, without updated information on morbidity and health care usage (not available) is not possible to measure the quantitative extent of such failures in an accurate manner"

Suggested Citation

  • Ronald Eduardo Gómez Suárez, 2007. "Cream-Skimming And Risk Adjustment in Colombian Health Insurance System:: The Public Insurer Case," Archivos de Economía 4295, Departamento Nacional de Planeación.
  • Handle: RePEc:col:000118:004295
    as

    Download full text from publisher

    File URL: https://colaboracion.dnp.gov.co/CDT/Estudios%20Econmicos/336.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Knaus, Thomas & Nuscheler, Robert, 2002. "Incomplete risk adjustment and adverse selection in the German public health insurance system [Unvollständiger Risikostrukturausgleich und Adverse Selektion in der Gesetzlichen Krankenversicherung ," Discussion Papers, Research Unit: Market Processes and Governance FS IV 02-27, WZB Berlin Social Science Center.
    2. Newhouse, Joseph P., 1984. "Cream skimming, asymmetric information, and a competitive insurance market," Journal of Health Economics, Elsevier, vol. 3(1), pages 97-100, April.
    3. Erik Schokkaert & Carine Van de Voorde, 2000. "Risk adjustment and the fear of markets: The case of Belgium," Health Care Management Science, Springer, vol. 3(2), pages 121-130, February.
    4. Castano, Ramon & Zambrano, Andres, 2006. "Biased selection within the social health insurance market in Colombia," Health Policy, Elsevier, vol. 79(2-3), pages 313-324, December.
    5. Belli, Paolo, 2001. "How adverse selection affects the health insurance market," Policy Research Working Paper Series 2574, The World Bank.
    6. Michael Rothschild & Joseph Stiglitz, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 629-649.
    7. Beck, Konstantin & Spycher, Stefan & Holly, Alberto & Gardiol, Lucien, 2003. "Risk adjustment in Switzerland," Health Policy, Elsevier, vol. 65(1), pages 63-74, July.
    8. Titelman Kardonsky, Daniel & Uthoff, Andras, 2003. "The role of insurance in social protection," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
    9. David M. Cutler, 1994. "A Guide to Health Care Reform," Journal of Economic Perspectives, American Economic Association, vol. 8(3), pages 13-29, Summer.
    10. Shen, Yujing & Ellis, Randall P., 2002. "Cost-minimizing risk adjustment," Journal of Health Economics, Elsevier, vol. 21(3), pages 515-530, May.
    11. Katherine Swartz, 2003. "Reinsuring Risk to Increase Access to Health Insurance," American Economic Review, American Economic Association, vol. 93(2), pages 283-287, May.
    12. repec:idb:brikps:publication-detail,7101.html?id=25948 is not listed on IDEAS
    13. Peter Zweifel, 2005. "The Purpose and Limits of Social Health Insurance," SOI - Working Papers 0509, Socioeconomic Institute - University of Zurich, revised Sep 2005.
    14. Jairo Restrepo & Andrés Zambrano & Mauricio Velez & Manuel Ramirez, 2007. "Health insurance as a strategy for access: streamlined facts of the colombian health care reform," Documentos de Trabajo 2783, Universidad del Rosario.
    15. Cutler, David M. & Zeckhauser, Richard J., 2000. "The anatomy of health insurance," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 11, pages 563-643, Elsevier.
    16. Thomas G. McGuire & Jacob Glazer, 2000. "Optimal Risk Adjustment in Markets with Adverse Selection: An Application to Managed Care," American Economic Review, American Economic Association, vol. 90(4), pages 1055-1071, September.
    17. -, 2006. "Shaping the future of social protection: access, financing and solidarity," Libros y Documentos Institucionales, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 2807 edited by Eclac.
    18. Altman, Daniel & Cutler, David M & Zeckhauser, Richard J, 1998. "Adverse Selection and Adverse Retention," American Economic Review, American Economic Association, vol. 88(2), pages 122-126, May.
    19. Amir Shmueli, 2001. "The effect of health on acute care supplemental insurance ownership: an empirical analysis," Health Economics, John Wiley & Sons, Ltd., vol. 10(4), pages 341-350, June.
    20. Karen Eggleston & Anupa Bir, 2009. "Measuring Selection Incentives in Managed Care: Evidence From the Massachusetts State Employee Insurance Program," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(1), pages 159-175, March.
    21. Ellis, Randall P., 1998. "Creaming, skimping and dumping: provider competition on the intensive and extensive margins1," Journal of Health Economics, Elsevier, vol. 17(5), pages 537-555, October.
    22. Newhouse, Joseph P., 1982. "Is competition the answer?," Journal of Health Economics, Elsevier, vol. 1(1), pages 109-116, May.
    23. Londono, Juan-Luis & Frenk, Julio, 1997. "Structured pluralism: towards an innovative model for health system reform in Latin America," Health Policy, Elsevier, vol. 41(1), pages 1-36, July.
    24. David M. Cutler & Sarah J. Reber, 1998. "Paying for Health Insurance: The Trade-Off between Competition and Adverse Selection," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(2), pages 433-466.
    25. Pauly, Mark V., 1984. "Is cream-skimming a problem for the competitive medical market?," Journal of Health Economics, Elsevier, vol. 3(1), pages 87-95, April.
    26. Van de ven, Wynand P.M.M. & Ellis, Randall P., 2000. "Risk adjustment in competitive health plan markets," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 14, pages 755-845, Elsevier.
    27. Barros, Pedro Pita, 2003. "Cream-skimming, incentives for efficiency and payment system," Journal of Health Economics, Elsevier, vol. 22(3), pages 419-443, May.
    28. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 189-221.
    29. Jack, William, 2000. "Health insurance reform in four Latin American countries : theory and practice," Policy Research Working Paper Series 2492, The World Bank.
    30. William Jack(Georgetown University), 2004. "Optimal risk adjustment in a model with adverse selection and spatial competition," Working Papers gueconwpa~04-04-15, Georgetown University, Department of Economics.
    31. Antonio J. Trujillo & Dawn C. McCalla, 2004. "Are Colombian sickness funds cream skimming enrollees? An analysis with suggestions for policy improvement," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 23(4), pages 873-888.
    32. James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
    33. -, 2006. "Shaping the future of social protection: access, financing and solidarity," Documentos de posición del período de sesiones de la Comisión 2807, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    34. Joseph P. Newhouse, 1996. "Reimbursing Health Plans and Health Providers: Efficiency in Production versus Selection," Journal of Economic Literature, American Economic Association, vol. 34(3), pages 1236-1263, September.
    35. Mesa-Lago, Carmelo, 2005. "Las reformas de salud en América Latina y el Caribe: su impacto en los principios de la seguridad social," Documentos de Proyectos 3888, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    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. Frank, Richard G. & Glazer, Jacob & McGuire, Thomas G., 2000. "Measuring adverse selection in managed health care," Journal of Health Economics, Elsevier, vol. 19(6), pages 829-854, November.
    2. Randall P. Ellis & Juan Gabriel Fernandez, 2013. "Risk Selection, Risk Adjustment and Choice: Concepts and Lessons from the Americas," IJERPH, MDPI, vol. 10(11), pages 1-34, October.
    3. Karen Eggleston & Randall P. Ellis & Mingshan Lu, 2007. "Prevention and Dynamic Risk Adjustment," Boston University - Department of Economics - Working Papers Series WP2007-023, Boston University - Department of Economics.
    4. Barros, Pedro Pita, 2003. "Cream-skimming, incentives for efficiency and payment system," Journal of Health Economics, Elsevier, vol. 22(3), pages 419-443, May.
    5. Michiel Bijlsma & Jan Boone & Gijsbert Zwart, 2014. "Competition leverage: how the demand side affects optimal risk adjustment," RAND Journal of Economics, RAND Corporation, vol. 45(4), pages 792-815, December.
    6. Timothy J. Layton & Randall P. Ellis & Thomas G. McGuire, 2015. "Assessing Incentives for Adverse Selection in Health Plan Payment Systems," Boston University - Department of Economics - Working Papers Series wp2015-024, Boston University - Department of Economics.
    7. Daniel McFadden & Carlos Noton & Pau Olivella, "undated". "Remedies for Sick Insurance," Working Papers 620, Barcelona School of Economics.
    8. van de Ven, Wynand P. M. M. & van Vliet, Rene C. J. A. & Schut, Frederik T. & van Barneveld, Erik M., 2000. "Access to coverage for high-risks in a competitive individual health insurance market: via premium rate restrictions or risk-adjusted premium subsidies?," Journal of Health Economics, Elsevier, vol. 19(3), pages 311-339, May.
    9. Batata, Amber, 2004. "The effect of HMOs on fee-for-service health care expenditures: evidence from medicare revisited," Journal of Health Economics, Elsevier, vol. 23(5), pages 951-963, September.
    10. Jacob Glazer & Thomas G. McGuire, 2006. "Contending with Risk Selection in Health Insurance Markets in Germany," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 7(s1), pages 75-91, May.
    11. Rudy Douven, 2000. "Regulated competition in health insurance markets," CPB Research Memorandum 171.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    12. Pablo Picasso, 2000. "Capitation," Macroeconomics 0004064, University Library of Munich, Germany, revised 24 Feb 2002.
    13. repec:clg:wpaper:2007-06 is not listed on IDEAS
    14. Anell, Anders & Dackehag, Margareta & Dietrichson, Jens & Ellegård, Lina Maria & Kjellsson, Gustav, 2022. "Better Off by Risk Adjustment? Socioeconomic Disparities in Care Utilization in Sweden Following a Payment Reform," Working Papers 2022:15, Lund University, Department of Economics, revised 12 Mar 2024.
    15. Schokkaert, Erik & Van de Voorde, Carine, 2004. "Risk selection and the specification of the conventional risk adjustment formula," Journal of Health Economics, Elsevier, vol. 23(6), pages 1237-1259, November.
    16. Dosis, Anastasios, 2019. "Optimal ex post risk adjustment in markets with adverse selection," Journal of Mathematical Economics, Elsevier, vol. 85(C), pages 52-59.
    17. Paul Veenendaal & Ton Manders, 2008. "Border tax adjustment and the EU-ETS, a quantitative assessment," CPB Document 171.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    18. Bijlsma, Michiel & Boone, Jan & Zwart, Gijsbert, 2017. "The complementarity between risk adjustment and community rating: Distorting market outcomes to facilitate redistribution," Journal of Public Economics, Elsevier, vol. 155(C), pages 21-37.
    19. Karen Eggleston & Anupa Bir, 2009. "Measuring Selection Incentives in Managed Care: Evidence From the Massachusetts State Employee Insurance Program," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(1), pages 159-175, March.
    20. M. Kate Bundorf & Jonathan Levin & Neale Mahoney, 2012. "Pricing and Welfare in Health Plan Choice," American Economic Review, American Economic Association, vol. 102(7), pages 3214-3248, December.
    21. Karen Eggleston & Randall P. Ellis & Mingshan Lu, 2012. "Risk adjustment and prevention," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(4), pages 1586-1607, November.

    More about this item

    Keywords

    Adverse selection; cream-skimming; Colombian health insurancesystem; risk adjustment; binary choice models.;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    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:col:000118:004295. 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: Carlos Fernando Rincon Rojas (email available below). General contact details of provider: https://edirc.repec.org/data/dnpgvco.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.