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Does Social Health Insurance Reduce Financial Burden? Panel Data Evidence from India

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  • Mehtabul Azam

    (Oklahoma State University)

Abstract

Indian government launched a National Health Insurance Scheme known as Rashtriya Swasthya Bima Yojana (RSBY) in 2008 that provides cashless health services to poor households in India. We evaluate the impact of RSBY on RSBY beneficiary households' (Average Treatment Impact on the Treated) utilization of health services, per capita out-of-pocket (OOP) expenditure, and per patient OOP expenditures on major morbidities. To address the issue of non-randomness in enrollment into the scheme, we exploit the longitudinal aspect of a large nationally representative household survey data to implement difference-in-differences with matching. We find some evidence of positive impact of RSBY on utilization of health services by RSBY beneficiary households in rural India but not in urban India. However, there is no evidence that the RSBY reduced per person OOP expenditure for RSBY households in both rural and urban areas. Conditional on having received medical treatment for major morbidity, we find lower expenditure on medicine for a RSBY cardholder patient in rural areas.

Suggested Citation

  • Mehtabul Azam, 2016. "Does Social Health Insurance Reduce Financial Burden? Panel Data Evidence from India," Economics Working Paper Series 1703, Oklahoma State University, Department of Economics and Legal Studies in Business.
  • Handle: RePEc:okl:wpaper:1703
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    1. Victoria Fan & Anup Karan & Ajay Mahal, 2012. "State health insurance and out-of-pocket health expenditures in Andhra Pradesh, India," International Journal of Health Economics and Management, Springer, vol. 12(3), pages 189-215, September.
    2. Wagstaff, Adam & Lindelow, Magnus & Jun, Gao & Ling, Xu & Juncheng, Qian, 2009. "Extending health insurance to the rural population: An impact evaluation of China's new cooperative medical scheme," Journal of Health Economics, Elsevier, vol. 28(1), pages 1-19, January.
    3. William C. Hsiao & R. Paul Shaw, 2007. "Social Health Insurance for Developing Nations," World Bank Publications - Books, The World Bank Group, number 6860, December.
    4. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    5. Raza, Wameq & van de Poel, Ellen & Panda, Pradeep, 2016. "Analyses of enrolment, dropout and effectiveness of RSBY in northern rural India," MPRA Paper 70081, University Library of Munich, Germany.
    6. Yip, Winnie & Hsiao, William C., 2009. "Non-evidence-based policy: How effective is China's new cooperative medical scheme in reducing medical impoverishment?," Social Science & Medicine, Elsevier, vol. 68(2), pages 201-209, January.
    7. Owen O'Donnell & Eddy van Doorslaer & Adam Wagstaff & Magnus Lindelow, 2008. "Analyzing Health Equity Using Household Survey Data : A Guide to Techniques and Their Implementation," World Bank Publications - Books, The World Bank Group, number 6896, December.
    8. 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.
    9. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    10. Barbara Sianesi, 2004. "An Evaluation of the Swedish System of Active Labor Market Programs in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 133-155, February.
    11. Xiaoyan Lei & Wanchuan Lin, 2009. "The New Cooperative Medical Scheme in rural China: does more coverage mean more service and better health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(S2), pages 25-46, July.
    12. Adam Wagstaff & Eddy van Doorslaer, 2003. "Catastrophe and impoverishment in paying for health care: with applications to Vietnam 1993–1998," Health Economics, John Wiley & Sons, Ltd., vol. 12(11), pages 921-933, November.
    13. Victoria Fan, Anup Karan, and Anjay Mahal, 2012. "State Health Insurance and Out-of-Pocket Health Expenditures in Andhra Pradesh, India - Working Paper 298," Working Papers 298, Center for Global Development.
    14. Menno Pradhan & Nicholas Prescott, 2002. "Social risk management options for medical care in Indonesia," Health Economics, John Wiley & Sons, Ltd., vol. 11(5), pages 431-446, July.
    15. Claudia Rokx & George Schieber & Ajay Tandon & Pandu Harimurti & Aparnaa Somanathan, 2009. "Health Financing in Indonesia : A Reform Road Map," World Bank Publications - Books, The World Bank Group, number 2710, December.
    16. Gerard La Forgia & Somil Nagpal, 2012. "Government-Sponsored Health Insurance in India : Are You Covered?," World Bank Publications - Books, The World Bank Group, number 11957, December.
    17. Ravi, Shamika & Bergkvist, Soft, 2015. "Are Publicly Financed Health Insurance Schemes Working in India?," India Policy Forum, National Council of Applied Economic Research, vol. 11(1), pages 158-192.
    18. Aradhna Aggarwal, 2010. "Impact evaluation of India's ‘Yeshasvini’ community‐based health insurance programme," Health Economics, John Wiley & Sons, Ltd., vol. 19(S1), pages 5-35, September.
    19. Karan, Anup & Yip, Winnie & Mahal, Ajay, 2017. "Extending health insurance to the poor in India: An impact evaluation of Rashtriya Swasthya Bima Yojana on out of pocket spending for healthcare," Social Science & Medicine, Elsevier, vol. 181(C), pages 83-92.
    20. Juan M. Villa, 2016. "diff: Simplifying the estimation of difference-in-differences treatment effects," Stata Journal, StataCorp LP, vol. 16(1), pages 52-71, March.
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    2. Samuel Ampaw & Simon Appleton & Xuyan Lou, 2020. "Heterogeneous effect of health insurance on financial risk: Evidence from two successive surveys in Ghana," Discussion Papers 2020-04, University of Nottingham, CREDIT.
    3. Puri, Raghav & Sun, Changqing, 2021. "Increasing utilization of public health insurance programs: Evidence from an experiment in India," World Development, Elsevier, vol. 139(C).
    4. Rinshu Dwivedi & Jalandhar Pradhan & Ramesh Athe, 2021. "Measuring catastrophe in paying for healthcare: A comparative methodological approach by using National Sample Survey, India," International Journal of Health Planning and Management, Wiley Blackwell, vol. 36(5), pages 1887-1915, September.
    5. Mohd Zuhair & Fuli Zhou & Saurabh Pratap & Ram Babu Roy, 2022. "Eliciting key attributes of health insurance in rural India: a qualitative analysis," SN Business & Economics, Springer, vol. 2(3), pages 1-28, March.
    6. Sengupta, Reshmi & Rooj, Debasis, 2019. "The effect of health insurance on hospitalization: Identification of adverse selection, moral hazard and the vulnerable population in the Indian healthcare market," World Development, Elsevier, vol. 122(C), pages 110-129.
    7. Rajesh Kamath & Helmut Brand & Nisha Nayak & Vani Lakshmi & Reena Verma & Prajwal Salins, 2023. "District-Level Patterns of Health Insurance Coverage and Out-of-Pocket Expenditure on Caesarean Section Deliveries in Public Health Facilities in India," Sustainability, MDPI, vol. 15(5), pages 1-17, March.
    8. 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.

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    More about this item

    Keywords

    SHI; RSBY; IHDS; out-of-pocket expenditure; health services utilization;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs

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