IDEAS home Printed from https://ideas.repec.org/p/arx/papers/1811.09004.html
   My bibliography  Save this paper

Long-run Consequences of Health Insurance Promotion When Mandates are Not Enforceable: Evidence from a Field Experiment in Ghana

Author

Listed:
  • Patrick Asuming
  • Hyuncheol Bryant Kim
  • Armand Sim

Abstract

We study long-run selection and treatment effects of a health insurance subsidy in Ghana, where mandates are not enforceable. We randomly provide different levels of subsidy (1/3, 2/3, and full), with follow-up surveys seven months and three years after the initial intervention. We find that a one-time subsidy promotes and sustains insurance enrollment for all treatment groups, but long-run health care service utilization increases only for the partial subsidy groups. We find evidence that selection explains this pattern: those who were enrolled due to the subsidy, especially the partial subsidy, are more ill and have greater health care utilization.

Suggested Citation

  • Patrick Asuming & Hyuncheol Bryant Kim & Armand Sim, 2018. "Long-run Consequences of Health Insurance Promotion When Mandates are Not Enforceable: Evidence from a Field Experiment in Ghana," Papers 1811.09004, arXiv.org, revised Jun 2019.
  • Handle: RePEc:arx:papers:1811.09004
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/1811.09004
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Joseph J. Capuno & Aleli D. Kraft & Stella Quimbo & Carlos R. Tan & Adam Wagstaff, 2016. "Effects of Price, Information, and Transactions Cost Interventions to Raise Voluntary Enrollment in a Social Health Insurance Scheme: A Randomized Experiment in the Philippines," Health Economics, John Wiley & Sons, Ltd., vol. 25(6), pages 650-662, June.
    2. Jonathan Gruber & Nathaniel Hendren & Robert M. Townsend, 2014. "The Great Equalizer: Health Care Access and Infant Mortality in Thailand," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 91-107, January.
    3. Douglas Almond & Joseph J. Doyle, 2011. "After Midnight: A Regression Discontinuity Design in Length of Postpartum Hospital Stays," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 1-34, August.
    4. Adam Wagstaff, 2010. "Social health insurance reexamined," Health Economics, John Wiley & Sons, Ltd., vol. 19(5), pages 503-517, May.
    5. Nava Ashraf & James Berry & Jesse M. Shapiro, 2010. "Can Higher Prices Stimulate Product Use? Evidence from a Field Experiment in Zambia," American Economic Review, American Economic Association, vol. 100(5), pages 2383-2413, December.
    6. Wagstaff, Adam, 2007. "The economic consequences of health shocks: Evidence from Vietnam," Journal of Health Economics, Elsevier, vol. 26(1), pages 82-100, January.
    7. Amy Finkelstein & Nathaniel Hendren & Mark Shepard, 2017. "Subsidizing Health Insurance for Low-Income Adults: Evidence from Massachusetts," NBER Working Papers 23668, National Bureau of Economic Research, Inc.
    8. Asuming, Patrick Opoku & Kim, Hyuncheol Bryant & Sim, Armand, 2017. "Long-Run Consequences of Health Insurance Promotion: Evidence from a Field Experiment in Ghana," IZA Discussion Papers 11117, Institute of Labor Economics (IZA).
    9. Jessica Cohen & Pascaline Dupas, 2010. "Free Distribution or Cost-Sharing? Evidence from a Randomized Malaria Prevention Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 1-45.
    10. Omar Galárraga & Sandra Sosa-Rubí & Aarón Salinas-Rodríguez & Sergio Sesma-Vázquez, 2010. "Health insurance for the poor: impact on catastrophic and out-of-pocket health expenditures in Mexico," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(5), pages 437-447, October.
    11. Grant Miller & Diana Pinto & Marcos Vera-Hernández, 2013. "Risk Protection, Service Use, and Health Outcomes under Colombia's Health Insurance Program for the Poor," American Economic Journal: Applied Economics, American Economic Association, vol. 5(4), pages 61-91, October.
    12. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    13. Gajate-Garrido, Gissele & Owusua, Rebecca, 2013. "The national health insurance scheme in Ghana: Implementation challenges and proposed solutions:," IFPRI discussion papers 1309, International Food Policy Research Institute (IFPRI).
    14. Stefan Dercon, 2002. "Income Risk, Coping Strategies, and Safety Nets," The World Bank Research Observer, World Bank, vol. 17(2), pages 141-166, September.
    15. Fink, Günther & Robyn, Paul Jacob & Sié, Ali & Sauerborn, Rainer, 2013. "Does health insurance improve health?," Journal of Health Economics, Elsevier, vol. 32(6), pages 1043-1056.
    16. Pascaline Dupas, 2014. "Short‐Run Subsidies and Long‐Run Adoption of New Health Products: Evidence From a Field Experiment," Econometrica, Econometric Society, vol. 82(1), pages 197-228, January.
    17. Das, Jishnu & Hammer, Jeffrey & Sánchez-Paramo, Carolina, 2012. "The impact of recall periods on reported morbidity and health seeking behavior," Journal of Development Economics, Elsevier, vol. 98(1), pages 76-88.
    18. Robert Kaba Alhassan & Edward Nketiah-Amponsah & Daniel Kojo Arhinful, 2016. "A Review of the National Health Insurance Scheme in Ghana: What Are the Sustainability Threats and Prospects?," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-16, November.
    19. Markus Goldstein & Joshua Graff Zivin & James Habyarimana & Cristian Pop-Eleches & Harsha Thirumurthy, 2013. "The Effect of Absenteeism and Clinic Protocol on Health Outcomes: The Case of Mother-to-Child Transmission of HIV in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(2), pages 58-85, April.
    20. Adam Wagstaff & Ha Thi Hong Nguyen & Huyen Dao & Sarah Bales, 2016. "Encouraging Health Insurance for the Informal Sector: A Cluster Randomized Experiment in Vietnam," Health Economics, John Wiley & Sons, Ltd., vol. 25(6), pages 663-674, June.
    21. Arnab Acharya & Sukumar Vellakkal & Fiona Taylor & Edoardo Masset & Ambika Satija & Margaret Burke & Shah Ebrahim, 2013. "The Impact of Health Insurance Schemes for the Informal Sector in Low- and Middle-Income Countries: A Systematic Review," The World Bank Research Observer, World Bank, vol. 28(2), pages 236-266, August.
    22. Boudreaux, Michel H. & Golberstein, Ezra & McAlpine, Donna D., 2016. "The long-term impacts of Medicaid exposure in early childhood: Evidence from the program's origin," Journal of Health Economics, Elsevier, vol. 45(C), pages 161-175.
    23. Sarah Miller & Laura R. Wherry, 2019. "The Long-Term Effects of Early Life Medicaid Coverage," Journal of Human Resources, University of Wisconsin Press, vol. 54(3), pages 785-824.
    24. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    25. Rebecca L. Thornton, 2008. "The Demand for, and Impact of, Learning HIV Status," American Economic Review, American Economic Association, vol. 98(5), pages 1829-1863, December.
    26. Kim, Hyuncheol Bryant & Lee, Sun-mi, 2017. "When public health intervention is not successful: Cost sharing, crowd-out, and selection in Korea's National Cancer Screening Program," Journal of Health Economics, Elsevier, vol. 53(C), pages 100-116.
    27. 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.
    28. Jishnu Das & Alaka Holla & Aakash Mohpal & Karthik Muralidharan, 2016. "Quality and Accountability in Health Care Delivery: Audit-Study Evidence from Primary Care in India," American Economic Review, American Economic Association, vol. 106(12), pages 3765-3799, December.
    29. Kristina Shampanier & Nina Mazar & Dan Ariely, 2007. "Zero as a Special Price: The True Value of Free Products," Marketing Science, INFORMS, vol. 26(6), pages 742-757, 11-12.
    30. Currie, Janet & Decker, Sandra & Lin, Wanchuan, 2008. "Has public health insurance for older children reduced disparities in access to care and health outcomes?," Journal of Health Economics, Elsevier, vol. 27(6), pages 1567-1581, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Malani, Anup & Kinnan, Cynthia & Conti, Gabriella & Imai, Kosuke & Miller, Morgen & Swaminathan, Shailender & Voena, Alessandra & Woda, Bartek, 2024. "Evaluating and pricing health insurance in lower-income countries: A field experiment in India," CEPR Discussion Papers 19326, C.E.P.R. Discussion Papers.
    2. Anup Malani & Cynthia Kinnan & Gabriella Conti & Kosuke Imai & Morgen Miller & Shailender Swaminathan & Alessandra Voena & Bartosz Woda, 2024. "Evaluating pricing health insurance in lower-income countries: A field experiment in India," IFS Working Papers W24/33, Institute for Fiscal Studies.
    3. Abhijit Banerjee & Rema Hanna & Benjamin A Olken & Sudarno Sumarto, "undated". "The Challenges of Universal Health Insurance in Developing Countries: Evidence from a Large-scale Randomized Experiment in Indonesia," Working Papers 1994, Publications Department.
    4. Banerjee, Abhijit & Finkelstein, Amy & Hanna, Rema & Olken, Benjamin & Ornaghi, Arianna & Sumarto, Sudarno, 2020. "Subsidies and the Dynamics of Selection:Experimental Evidence from Indonesia's National Health Insurance," CAGE Online Working Paper Series 454, Competitive Advantage in the Global Economy (CAGE).
    5. Abhijit Banerjee & Rema Hanna & Benjamin A Olken & Sudarno Sumarto, "undated". "Tantangan Jaminan Kesehatan Semesta di Negara Berkembang: Bukti dari Eksperimen Acak Skala Besar di Indonesia," Working Papers 3526, Publications Department.

    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. Asuming, Patrick Opoku & Kim, Hyuncheol Bryant & Sim, Armand, 2017. "Long-Run Consequences of Health Insurance Promotion: Evidence from a Field Experiment in Ghana," IZA Discussion Papers 11117, Institute of Labor Economics (IZA).
    2. Patrick Opoku Asuming & Hyuncheol Bryant Kim & Armand Sim, 2021. "Selection and Behavioral Responses of Health Insurance Subsidies in the Long Run: Evidence from a Field Experiment in Ghana," Papers 2105.00617, arXiv.org.
    3. Patrick Opoku Asuming & Hyuncheol Bryant Kim & Armand Sim, 2024. "Selection and behavioral responses of health insurance subsidies in the long run: Evidence from a field experiment in Ghana," Health Economics, John Wiley & Sons, Ltd., vol. 33(5), pages 992-1032, May.
    4. Gabriella Conti & Rita Ginja, 2023. "Who Benefits from Free Health Insurance?: Evidence from Mexico," Journal of Human Resources, University of Wisconsin Press, vol. 58(1), pages 146-182.
    5. 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.
    6. Anja Sautmann & Samuel Brown & Mark Dean, 2016. "Subsidies, Information, and the Timing of Childrenís Health Care in Mali," Working Papers 2016-2, Brown University, Department of Economics.
    7. Bernal, Noelia & Costa-Font, Joan & Ritter, Patricia, 2022. "The Effect of Health Insurance on Child Nutritional Outcomes. Evidence from a Regression Discontinuity Design in Peru," IZA Discussion Papers 15490, Institute of Labor Economics (IZA).
    8. Geng, Xin & Ide, Vera & Janssens, Wendy & Kramer, Berber & van der List, Marijn, 2017. "Health insurance, a friend in need? Evidence from financial and health diaries in Kenya," IFPRI discussion papers 1664, International Food Policy Research Institute (IFPRI).
    9. Geng, Xin & Janssens, Wendy & Kramer, Berber & van der List, Marijn, 2018. "Health insurance, a friend in need? Impacts of formal insurance and crowding out of informal insurance," World Development, Elsevier, vol. 111(C), pages 196-210.
    10. Anup Malani & Cynthia Kinnan & Gabriella Conti & Kosuke Imai & Morgen Miller & Shailender Swaminathan & Alessandra Voena & Bartosz Woda, 2024. "Evaluating pricing health insurance in lower-income countries: A field experiment in India," IFS Working Papers W24/33, Institute for Fiscal Studies.
    11. Malani, Anup & Kinnan, Cynthia & Conti, Gabriella & Imai, Kosuke & Miller, Morgen & Swaminathan, Shailender & Voena, Alessandra & Woda, Bartek, 2024. "Evaluating and pricing health insurance in lower-income countries: A field experiment in India," CEPR Discussion Papers 19326, C.E.P.R. Discussion Papers.
    12. Lybbert, Travis J. & Vosti, Stephen A. & Adams, Katherine P. & Guissou, Rosemonde, 2018. "Household demand persistence for child micronutrient supplementation," Journal of Health Economics, Elsevier, vol. 62(C), pages 147-164.
    13. Toshiaki Iizuka & Hitoshi Shigeoka, 2018. "Free for Children? Patient Cost-sharing and Healthcare Utilization," NBER Working Papers 25306, National Bureau of Economic Research, Inc.
    14. Paulina Oliva & B. Kelsey Jack & Samuel Bell & Elizabeth Mettetal & Christopher Severen, 2020. "Technology Adoption under Uncertainty: Take-Up and Subsequent Investment in Zambia," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 617-632, July.
    15. Gong, Jie & Lu, Yi & Xie, Huihua, 2020. "The average and distributional effects of teenage adversity on long-term health," Journal of Health Economics, Elsevier, vol. 71(C).
    16. Sylvain Chassang & Gerard Padro I Miquel & Erik Snowberg, 2012. "Selective Trials: A Principal-Agent Approach to Randomized Controlled Experiments," American Economic Review, American Economic Association, vol. 102(4), pages 1279-1309, June.
    17. 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.
    18. Pascaline Dupas & Edward Miguel, 2016. "Impacts and Determinants of Health Levels in Low-Income Countries," NBER Working Papers 22235, National Bureau of Economic Research, Inc.
    19. Patrick Aylward & Hildah Essendi & Kristen Little & Nicholas Wilson, 2020. "Demand for self‐tests: Evidence from a Becker–DeGroot–Marschak mechanism field experiment," Health Economics, John Wiley & Sons, Ltd., vol. 29(4), pages 489-507, April.
    20. Owen (O.A.) O'Donnell, 2019. "Financial Protection Against Medical Expense," Tinbergen Institute Discussion Papers 19-010/V, Tinbergen Institute.

    More about this item

    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:arx:papers:1811.09004. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.