IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v75y2012i1p138-147.html
   My bibliography  Save this article

A perverse ‘net’ effect? Health insurance and ex-ante moral hazard in Ghana

Author

Listed:
  • Yilma, Zelalem
  • van Kempen, Luuk
  • de Hoop, Thomas

Abstract

Incentive problems in insurance markets are well-established in economic theory. One of these incentive problems is related to reduced prevention efforts following insurance coverage (ex-ante moral hazard). This prediction is yet to be tested empirically with regard to health insurance, as the health domain is often considered relatively immune to perverse incentives, despite its validation in other insurance markets that entail adverse shocks. This paper tests for the presence of ex-ante moral hazard with reference to malaria prevention in Ghana. We investigate whether enrollment in the country's National Health Insurance Scheme (NHIS) negatively affects ownership and use of insecticide-treated bed nets (ITNs). We use a panel of 400 households in the Brong Ahafo region for this purpose and employ a propensity-adjusted household fixed effects model. Our results suggest that ex-ante moral hazard is present, especially when the level of effort and cost required for prevention is high. Implications of perverse incentive effects for the NHIS are briefly outlined.

Suggested Citation

  • Yilma, Zelalem & van Kempen, Luuk & de Hoop, Thomas, 2012. "A perverse ‘net’ effect? Health insurance and ex-ante moral hazard in Ghana," Social Science & Medicine, Elsevier, vol. 75(1), pages 138-147.
  • Handle: RePEc:eee:socmed:v:75:y:2012:i:1:p:138-147
    DOI: 10.1016/j.socscimed.2012.02.035
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953612002213
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2012.02.035?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. Koch, Steven & Alaba, Olufunke, 2010. "On health insurance and household decisions: A treatment effect analysis," Social Science & Medicine, Elsevier, vol. 70(2), pages 175-182, January.
    2. Jonathan Klick & Thomas Stratmann, 2007. "Diabetes Treatments and Moral Hazard," Journal of Law and Economics, University of Chicago Press, vol. 50(3), pages 519-538.
    3. Alessandro Tarozzi & Aprajit Mahajan, 2011. "Time Inconsistency, Expectations and Technology Adoption: The Case of Insecticide Treated Nets," Working Papers 11-14, Duke University, Department of Economics.
    4. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    5. 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.
    6. Augurzky, Boris & Schmidt, Christoph M., 2001. "The Propensity Score: A Means to An End," IZA Discussion Papers 271, Institute of Labor Economics (IZA).
    7. 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.
    8. Winnie Yip & Peter Berman, 2001. "Targeted health insurance in a low income country and its impact on access and equity in access: Egypt's school health insurance," Health Economics, John Wiley & Sons, Ltd., vol. 10(3), pages 207-220, April.
    9. Bryson, Alex & Dorsett, Richard & Purdon, Susan, 2002. "The use of propensity score matching in the evaluation of active labour market policies," LSE Research Online Documents on Economics 4993, London School of Economics and Political Science, LSE Library.
    10. Bhattacharya, Jay & Packalen, Mikko, 2012. "The other ex ante moral hazard in health," Journal of Health Economics, Elsevier, vol. 31(1), pages 135-146.
    11. Joseph Mensah & Joseph R. Oppong & Christoph M. Schmidt, 2010. "Ghana's national health insurance scheme in the context of the health MDGs: an empirical evaluation using propensity score matching," Health Economics, John Wiley & Sons, Ltd., vol. 19(S1), pages 95-106, September.
    12. Jehu-Appiah, Caroline & Aryeetey, Genevieve & Spaan, Ernst & de Hoop, Thomas & Agyepong, Irene & Baltussen, Rob, 2011. "Equity aspects of the National Health Insurance Scheme in Ghana: Who is enrolling, who is not and why?," Social Science & Medicine, Elsevier, vol. 72(2), pages 157-165, January.
    13. Cohen, Alma & Dehejia, Rajeev, 2004. "The Effect of Automobile Insurance and Accident Liability Laws on Traffic Fatalities," Journal of Law and Economics, University of Chicago Press, vol. 47(2), pages 357-393, October.
    14. Vincent H. Smith & Barry K. Goodwin, 1996. "Crop Insurance, Moral Hazard, and Agricultural Chemical Use," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 428-438.
    15. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    16. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    17. Sapelli, Claudio & Vial, Bernardita, 2003. "Self-selection and moral hazard in Chilean health insurance," Journal of Health Economics, Elsevier, vol. 22(3), pages 459-476, May.
    18. Christophe Courbage & Augustin de Coulon, 2004. "Prevention and Private Health Insurance in the U.K," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 29(4), pages 719-727, October.
    19. Thomas De HOOP & Luuk Van KEMPEN, 2010. "Trust In Health Providers As A Catalyst For Malaria Prevention: Heterogeneous Impacts Of Health Education In Rural Ghana," The Developing Economies, Institute of Developing Economies, vol. 48(3), pages 376-404, September.
    20. Zweifel, Peter & Manning, Willard G., 2000. "Moral hazard and consumer incentives in health care," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 8, pages 409-459, Elsevier.
    21. Colm Harmon & Brian Nolan, 2001. "Health insurance and health services utilization in Ireland," Health Economics, John Wiley & Sons, Ltd., vol. 10(2), pages 135-145, March.
    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. Fichera, Eleonora & Banks, James & Siciliani, Luigi & Sutton, Matt, 2018. "Does patient health behaviour respond to doctor effort?," Journal of Economic Behavior & Organization, Elsevier, vol. 156(C), pages 225-251.
    2. Wanyue Dong & Jianmin Gao & Zhongliang Zhou & Ruhai Bai & Yue Wu & Min Su & Chi Shen & Xin Lan & Xiao Wang, 2018. "Effects of China’s urban basic health insurance on preventive care service utilization and health behaviors: Evidence from the China Health and Nutrition Survey," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-14, December.
    3. Jeffrey T Kullgren & Kevin G Volpp & Daniel Polsky, 2013. "Are the Healthy Behaviors of US High-Deductible Health Plan Enrollees Driven by People Who Chose These Plans? Smoking as a Case Study," PLOS ONE, Public Library of Science, vol. 8(2), pages 1-6, February.
    4. Lisa Bagnoli, 2017. "Does National Health Insurance Improve Children's Health ?National and Regional Evidence from Ghana," Working Papers ECARES ECARES 2017-03, ULB -- Universite Libre de Bruxelles.
    5. Ning Neil Yu & Xi Zhu, 2018. "Affordable care encourages healthy living: Theory and evidence from China's new cooperative medical scheme," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 2051-2066, December.
    6. Darius Erlangga & Marc Suhrcke & Shehzad Ali & Karen Bloor, 2019. "The impact of public health insurance on health care utilisation, financial protection and health status in low- and middle-income countries: A systematic review," PLOS ONE, Public Library of Science, vol. 14(8), pages 1-20, August.
    7. Biener, Christian & Eling, Martin & Landmann, Andreas & Pradhan, Shailee, 2018. "Can group incentives alleviate moral hazard? The role of pro-social preferences," European Economic Review, Elsevier, vol. 101(C), pages 230-249.
    8. Emmanuel Nshakira-Rukundo & Essa Chanie Mussa & Nathan Nshakira & Nicolas Gerber & Joachim von Braun, 2021. "Impact of community-based health insurance on utilisation of preventive health services in rural Uganda: a propensity score matching approach," International Journal of Health Economics and Management, Springer, vol. 21(2), pages 203-227, June.
    9. Wisdom Akpalu & Samuel Nii Ardey Codjoe, 2013. "Economic Analysis of Climate Variability Impact on Malaria Prevalence: The Case of Ghana," Sustainability, MDPI, vol. 5(10), pages 1-17, October.
    10. Binagwaho, Agnes & Hartwig, Renate & Ingeri, Denyse & Makaka, Andrew, 2012. "Mutual health insurance and its contribution to improving child health in Rwanda," Passauer Diskussionspapiere, Volkswirtschaftliche Reihe V-66-12, University of Passau, Faculty of Business and Economics.
    11. 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.
    12. McBain, Florence, 2014. "Health insurance and health environment: India’s subsidized health insurance in a context of limited water and sanitation services," Working Papers 179200, University of Bonn, Center for Development Research (ZEF).
    13. Raphaël Cottin, 2018. "Free health care for the poor: a good way to achieve universal health coverage? Evidence from Morocco," Working Papers DT/2018/16, DIAL (Développement, Institutions et Mondialisation).

    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. Andrey Aistov & Ekaterina Aleksandrova & Christopher J. Gerry, 2021. "Voluntary private health insurance, health-related behaviours and health outcomes: evidence from Russia," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(2), pages 281-309, March.
    2. 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.
    3. Wanyue Dong & Jianmin Gao & Zhongliang Zhou & Ruhai Bai & Yue Wu & Min Su & Chi Shen & Xin Lan & Xiao Wang, 2018. "Effects of China’s urban basic health insurance on preventive care service utilization and health behaviors: Evidence from the China Health and Nutrition Survey," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-14, December.
    4. Yingying Dong, 2013. "How Health Insurance Affects Health Care Demand—A Structural Analysis Of Behavioral Moral Hazard And Adverse Selection," Economic Inquiry, Western Economic Association International, vol. 51(2), pages 1324-1344, April.
    5. Darkwah, Frank, 2022. "Does free health insurance improve health care use and labour market outcomes of the elderly in Ghana?," The Journal of the Economics of Ageing, Elsevier, vol. 23(C).
    6. Dhaval M. Dave & Robert Kaestner & George L. Wehby, 2015. "Does Medicaid Coverage for Pregnant Women Affect Prenatal Health Behaviors?," NBER Working Papers 21049, National Bureau of Economic Research, Inc.
    7. Khaled Makhloufi & Bruno Ventelou & Mohammad Abu-Zaineh, 2015. "Have health insurance reforms in Tunisia attained their intended objectives?," International Journal of Health Economics and Management, Springer, vol. 15(1), pages 29-51, March.
    8. Sarah Alkenbrack & Magnus Lindelow, 2015. "The Impact of Community‐Based Health Insurance on Utilization and Out‐of‐Pocket Expenditures in Lao People's Democratic Republic," Health Economics, John Wiley & Sons, Ltd., vol. 24(4), pages 379-399, April.
    9. Phadera,Lokendra & Sharma,Dhiraj & Wai-Poi,Matthew Grant, 2020. "Iraq's Universal Public Distribution System : Utilization and Impacts During Displacement," Policy Research Working Paper Series 9155, The World Bank.
    10. Sepehri, Ardeshir & Simpson, Wayne & Sarma, Sisira, 2006. "The influence of health insurance on hospital admission and length of stay--The case of Vietnam," Social Science & Medicine, Elsevier, vol. 63(7), pages 1757-1770, October.
    11. Rong Fu & Haruko Noguchi, 2019. "Moral hazard under zero price policy: evidence from Japanese long-term care claims data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(6), pages 785-799, August.
    12. Dhaval M. Dave & Robert Kaestner & George L. Wehby, 2019. "Does public insurance coverage for pregnant women affect prenatal health behaviors?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(2), pages 419-453, April.
    13. Spenkuch, Jörg L., 2012. "Moral hazard and selection among the poor: Evidence from a randomized experiment," Journal of Health Economics, Elsevier, vol. 31(1), pages 72-85.
    14. Lisa Bagnoli, 2017. "Does National Health Insurance Improve Children's Health ?National and Regional Evidence from Ghana," Working Papers ECARES ECARES 2017-03, ULB -- Universite Libre de Bruxelles.
    15. Charles Courtemanche & James Marton & Benjamin Ukert & Aaron Yelowitz & Daniela Zapata, 2018. "Early Effects of the Affordable Care Act on Health Care Access, Risky Health Behaviors, and Self‐Assessed Health," Southern Economic Journal, John Wiley & Sons, vol. 84(3), pages 660-691, January.
    16. Amarendra Sharma, 2019. "Indira Awas Yojana and Housing Adequacy: An Evaluation using Propensity Score Matching," ASARC Working Papers 2019-05, The Australian National University, Australia South Asia Research Centre.
    17. Sánchez-Braza, Antonio & Pablo-Romero, María del P., 2014. "Evaluation of property tax bonus to promote solar thermal systems in Andalusia (Spain)," Energy Policy, Elsevier, vol. 67(C), pages 832-843.
    18. Eliasson, Kent, 2006. "How Robust is the Evidence on the Returns to College Choice? Results Using Swedish Administrative Data," Umeå Economic Studies 692, Umeå University, Department of Economics.
    19. Chiara Elena Dalla & Menon Martina & Perali Federico, 2019. "An Integrated Database to Measure Living Standards," Journal of Official Statistics, Sciendo, vol. 35(3), pages 531-576, September.
    20. Liane Faltermeier & Awudu Abdulai, 2009. "The impact of water conservation and intensification technologies: empirical evidence for rice farmers in Ghana," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 365-379, May.

    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:socmed:v:75:y:2012:i:1:p:138-147. 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/wps/find/journaldescription.cws_home/315/description#description .

    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.