IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/15456.html
   My bibliography  Save this paper

Risk Protection, Service Use, and Health Outcomes Under Colombia's Health Insurance Program for the Poor

Author

Listed:
  • Grant Miller
  • Diana M. Pinto
  • Marcos Vera-Hernández

Abstract

Unexpected medical care spending imposes considerable financial risk on developing country households. Based on managed care models of health insurance in wealthy countries, Colombia's Régimen Subsidiado is a publicly financed insurance program targeted to the poor, aiming both to provide risk protection and to promote allocative efficiency in the use of medical care. Using a "fuzzy" regression discontinuity design, we find that the program has shielded the poor from some financial risk while increasing the use of traditionally under-utilized preventive services - with measurable health gains.

Suggested Citation

  • Grant Miller & Diana M. Pinto & Marcos Vera-Hernández, 2009. "Risk Protection, Service Use, and Health Outcomes Under Colombia's Health Insurance Program for the Poor," NBER Working Papers 15456, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:15456
    Note: CH EH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w15456.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Dow, William H. & Schmeer, Kammi K., 2003. "Health insurance and child mortality in Costa Rica," Social Science & Medicine, Elsevier, vol. 57(6), pages 975-986, September.
    2. Cutler, David M., 2002. "Health care and the public sector," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 4, chapter 31, pages 2143-2243, Elsevier.
    3. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    4. Mark Pauly & Fredric E. Blavin & Sudha Meghan, 2008. "Is There a Market for Voluntary Health Insurance in Developing Countries?," NBER Working Papers 14095, National Bureau of Economic Research, Inc.
    5. Jonathan Morduch, 1999. "The Microfinance Promise," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1569-1614, December.
    6. 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.
    7. Mark M. Pitt & Shahidur R. Khandker, 1998. "The Impact of Group-Based Credit Programs on Poor Households in Bangladesh: Does the Gender of Participants Matter?," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 958-996, October.
    8. Dhaval Dave & Robert Kaestner, 2009. "Health insurance and ex ante moral hazard: evidence from Medicare," International Journal of Health Economics and Management, Springer, vol. 9(4), pages 367-390, December.
    9. Wagstaff, Adam & Yu, Shengchao, 2007. "Do health sector reforms have their intended impacts?: The World Bank's Health VIII project in Gansu province, China," Journal of Health Economics, Elsevier, vol. 26(3), pages 505-535, May.
    10. Joseph P. Newhouse, 2004. "Pricing the Priceless: A Health Care Conundrum," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262640589, December.
    11. Caroline M. Hoxby, 2001. "All School Finance Equalizations are Not Created Equal," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1189-1231.
    12. Manoj Mohanan, 2013. "Causal Effects of Health Shocks on Consumption and Debt: Quasi-Experimental Evidence from Bus Accident Injuries," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 673-681, May.
    13. McGuire, Thomas G., 2000. "Physician agency," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 9, pages 461-536, Elsevier.
    14. David M. Cutler & Jonathan Gruber, 1996. "Does Public Insurance Crowd out Private Insurance?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 391-430.
    15. Davidson R. Gwatkin & Adam Wagstaff & Abdo S. Yazbeck, 2005. "Reaching the Poor with Health, Nutrition, and Population Services : What Works, What Doesn't, and Why," World Bank Publications - Books, The World Bank Group, number 7393, December.
    16. Office of Health Economics, 2007. "The Economics of Health Care," For School 001490, Office of Health Economics.
    17. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    18. Paul Gertler & Jonathan Gruber, 2002. "Insuring Consumption Against Illness," American Economic Review, American Economic Association, vol. 92(1), pages 51-70, March.
    19. Fogel, Robert W, 1994. "Economic Growth, Population Theory, and Physiology: The Bearing of Long-Term Processes on the Making of Economic Policy," American Economic Review, American Economic Association, vol. 84(3), pages 369-395, June.
    20. Jonathan Morduch, 1995. "Income Smoothing and Consumption Smoothing," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 103-114, Summer.
    21. Dow, W & Gertly, P & Schoeni, R-F & Strauss, J & Thomas, D, 1997. "Health Care Prices, Health and Labor Outcomes : Experimental Evidence," Papers 97-01, RAND - Labor and Population Program.
    22. Paul Gertler, 2004. "Do Conditional Cash Transfers Improve Child Health? Evidence from PROGRESA's Control Randomized Experiment," American Economic Review, American Economic Association, vol. 94(2), pages 336-341, May.
    23. Filmer, Deon & Hammer, Jeffrey S & Pritchett, Lant H, 2000. "Weak Links in the Chain: A Diagnosis of Health Policy in Poor Countries," The World Bank Research Observer, World Bank, vol. 15(2), pages 199-224, August.
    24. Kevin M. Murphy & Robert H. Topel, 2006. "The Value of Health and Longevity," Journal of Political Economy, University of Chicago Press, vol. 114(5), pages 871-904, October.
    25. Charles E. Phelps, 1978. "Illness Prevention and Medical Insurance," NBER Chapters, in: The Economics of Physician and Patient Behavior, pages 183-207, National Bureau of Economic Research, Inc.
    26. Wagstaff, Adam, 2007. "Health insurance for the poor : initial impacts of Vietnam's health care fund for the poor," Policy Research Working Paper Series 4134, The World Bank.
    27. Abhijit Banerjee & Angus Deaton & Esther Duflo, 2004. "Wealth, Health, and Health Services in Rural Rajasthan," American Economic Review, American Economic Association, vol. 94(2), pages 326-330, May.
    28. Paxson, Christina H, 1993. "Consumption and Income Seasonality in Thailand," Journal of Political Economy, University of Chicago Press, vol. 101(1), pages 39-72, February.
    29. Tomas J. Philipson & William H. Dow & Xavier Sala-i-Martin, 1999. "Longevity Complementarities under Competing Risks," American Economic Review, American Economic Association, vol. 89(5), pages 1358-1371, December.
    30. Holmstrom, Bengt & Milgrom, Paul, 1991. "Multitask Principal-Agent Analyses: Incentive Contracts, Asset Ownership, and Job Design," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 7(0), pages 24-52, Special I.
    31. Das, Jishnu & Hammer, Jeffrey, 2007. "Money for nothing: The dire straits of medical practice in Delhi, India," Journal of Development Economics, Elsevier, vol. 83(1), pages 1-36, May.
    32. Ellis, Randall P. & McGuire, Thomas G., 1990. "Optimal payment systems for health services," Journal of Health Economics, Elsevier, vol. 9(4), pages 375-396, December.
    33. Austin Nichols, 2007. "RD: Stata module for regression discontinuity estimation," Statistical Software Components S456888, Boston College Department of Economics, revised 30 Sep 2016.
    34. Ariel Fiszbein & Norbert Schady & Francisco H.G. Ferreira & Margaret Grosh & Niall Keleher & Pedro Olinto & Emmanuel Skoufias, 2009. "Conditional Cash Transfers : Reducing Present and Future Poverty," World Bank Publications - Books, The World Bank Group, number 2597, December.
    35. Ma, Ching-to Albert & McGuire, Thomas G, 1997. "Optimal Health Insurance and Provider Payment," American Economic Review, American Economic Association, vol. 87(4), pages 685-704, September.
    36. Zeckhauser, Richard, 1970. "Medical insurance: A case study of the tradeoff between risk spreading and appropriate incentives," Journal of Economic Theory, Elsevier, vol. 2(1), pages 10-26, March.
    37. Nazmul Chaudhury & Jeffrey S. Hammer, 2004. "Ghost Doctors: Absenteeism in Rural Bangladeshi Health Facilities," The World Bank Economic Review, World Bank, vol. 18(3), pages 423-441.
    38. Randall P. Ellis & Thomas G. McGuire, 1993. "Supply-Side and Demand-Side Cost Sharing in Health Care," Journal of Economic Perspectives, American Economic Association, vol. 7(4), pages 135-151, Fall.
    39. William H. Dow & Kristine A. Gonzalez & Luis Rosero-Bixby, 2003. "Aggregation and Insurance Mortality Estimation," NBER Working Papers 9827, National Bureau of Economic Research, Inc.
    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. Bernal, Noelia & Carpio, Miguel A. & Klein, Tobias J., 2017. "The effects of access to health insurance: Evidence from a regression discontinuity design in Peru," Journal of Public Economics, Elsevier, vol. 154(C), pages 122-136.
    2. Bernal Lobato, N., 2014. "Essays in applied microeconomics," Other publications TiSEM 9b638b3d-2f83-452a-b2c8-c, Tilburg University, School of Economics and Management.
    3. Grant Miller & Kimberly Singer Babiarz, 2013. "Pay-for-Performance Incentives in Low- and Middle-Income Country Health Programs," NBER Working Papers 18932, National Bureau of Economic Research, Inc.
    4. Powell-Jackson, Timothy & Hanson, Kara & Whitty, Christopher J.M. & Ansah, Evelyn K., 2014. "Who benefits from free healthcare? Evidence from a randomized experiment in Ghana," Journal of Development Economics, Elsevier, vol. 107(C), pages 305-319.
    5. Owen (O.A.) O'Donnell, 2019. "Financial Protection Against Medical Expense," Tinbergen Institute Discussion Papers 19-010/V, Tinbergen Institute.
    6. Selder, Astrid, 2005. "Physician reimbursement and technology adoption," Journal of Health Economics, Elsevier, vol. 24(5), pages 907-930, September.
    7. Karen Eggleston, 2001. "Multitasking, Competition and Provider Payment," Discussion Papers Series, Department of Economics, Tufts University 0101, Department of Economics, Tufts University.
    8. Rebecca L. Thornton & Laurel E. Hatt & Erica M. Field & Mursaleena Islam & Freddy Solís Diaz & Martha Azucena González, 2010. "Social security health insurance for the informal sector in Nicaragua: a randomized evaluation," Health Economics, John Wiley & Sons, Ltd., vol. 19(S1), pages 181-206, September.
    9. Sandoval Moreno, Carlos, 2019. "Three essays on poverty measurement and risk protection," Other publications TiSEM 934c114b-7dce-431b-a613-a, Tilburg University, School of Economics and Management.
    10. Raj Chetty & Amy Finkelstein, 2012. "Social Insurance: Connecting Theory to Data," NBER Working Papers 18433, National Bureau of Economic Research, Inc.
    11. Liu, Kai, 2016. "Insuring against health shocks: Health insurance and household choices," Journal of Health Economics, Elsevier, vol. 46(C), pages 16-32.
    12. Ge Ge & Geir Godager & Jian Wang, 2022. "Exploring physician agency under demand‐side cost sharing—An experimental approach," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 1202-1227, June.
    13. 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.
    14. Sophie Mitra & Michael Palmer & Daniel Mont & Nora Groce, 2016. "Can Households Cope with Health Shocks in Vietnam?," Health Economics, John Wiley & Sons, Ltd., vol. 25(7), pages 888-907, July.
    15. Karen Eggleston & Chee-Ruey Hsieh, 2004. "Health Care Payment Incentives: A Comparative Analysis of Reforms in Taiwan, Korea and China," Discussion Papers Series, Department of Economics, Tufts University 0402, Department of Economics, Tufts University.
    16. Paul Gertler & Jonathan Gruber, 2002. "Insuring Consumption Against Illness," American Economic Review, American Economic Association, vol. 92(1), pages 51-70, March.
    17. Todd, Petra E., 2012. "Effectiveness of interventions aimed at improving women's employability and quality of work : a critical review," Policy Research Working Paper Series 6189, The World Bank.
    18. Johar, Meliyanni, 2009. "The impact of the Indonesian health card program: A matching estimator approach," Journal of Health Economics, Elsevier, vol. 28(1), pages 35-53, January.
    19. Acharya, Arnab & Vellakkal, Sukumar & Taylor Fiona & Masset Edoardo & Satija, Ambika & Burke, Margaret & Ebrahim, Shah, 2013. "The impact of health insurance schemes for the informal sector in low- and middle-income countries : a systematic review," Policy Research Working Paper Series 6324, The World Bank.
    20. Islam, Asadul & Maitra, Pushkar, 2012. "Health shocks and consumption smoothing in rural households: Does microcredit have a role to play?," Journal of Development Economics, Elsevier, vol. 97(2), pages 232-243.

    More about this item

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General

    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:nbr:nberwo:15456. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.