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Determinants of choice of health insurance: Empirical evidence from responses of Indian households

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  • Milind Kumar Yadav
  • Pratap C. Mohanty

Abstract

Health insurance has been accepted as one of the channels that can serve the purpose of universalisation of health care and especially useful in the period of health crisis. This is the emerging and challenging sector in India. The present study explores the health insurance penetration in India using the latest two rounds of nationally representative datasets of the National Family Health Survey (2005–06 and 2015–16). This study identifies the covariates of households' participation and their choice for different health insurance schemes, using the average marginal effects of binary and multinomial logit regression models with conditional categories after checking their Kernel density function. The results suggest that health insurance in India is more skewed towards the households belonging to higher wealth quintile and in the front runner states. Age, occupation and education level are also positively associated with health insurance enrolment. The variable ‘weighted information index’, which is estimated through Principal Component Analysis, is a significant determinant of private health insurance and community‐based health insurance, and this also caters to the richer households. The study also identifies several shortcomings of not accessing health insurance, their choices and suggests reforms with the goal of universalization of healthcare. The robustness check has been performed using 20 percent, 50 percent and 80 percent sub‐sampling of the models.

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  • Milind Kumar Yadav & Pratap C. Mohanty, 2021. "Determinants of choice of health insurance: Empirical evidence from responses of Indian households," International Journal of Health Planning and Management, Wiley Blackwell, vol. 36(5), pages 1809-1829, September.
  • Handle: RePEc:bla:ijhplm:v:36:y:2021:i:5:p:1809-1829
    DOI: 10.1002/hpm.3267
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    References listed on IDEAS

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    1. Sukumar Vellakkal, 2013. "Determinants of Enrolment in Voluntary Health Insurance: Evidences from a Mixed Method Study, Kerala, India," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 4(2), pages 99-107, April.
    2. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    3. Malhotra, Shefali & Patnaik, Ila & Roy, Shubho & Shah, Ajay, 2018. "Fair play in Indian Health Insurance," Working Papers 18/228, National Institute of Public Finance and Policy.
    4. Jain Nishant & Bhat Ramesh, 2006. "Factoring affecting the Demand for Health Insurance in a Micro Insurance Scheme," IIMA Working Papers WP2006-07-02, Indian Institute of Management Ahmedabad, Research and Publication Department.
    5. Arindam Nandi & Ashvin Ashok & Ramanan Laxminarayan, 2013. "The Socioeconomic and Institutional Determinants of Participation in India’s Health Insurance Scheme for the Poor," PLOS ONE, Public Library of Science, vol. 8(6), pages 1-13, June.
    6. Vo, Thang T. & Van, Pham Hoang, 2019. "Can health insurance reduce household vulnerability? Evidence from Viet Nam," World Development, Elsevier, vol. 124(C), pages 1-1.
    7. 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.
    8. 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.
    9. Anindita Chakrabarti & Anand Shankar, 2015. "Determinants of Health Insurance Penetration in India: An Empirical Analysis," Oxford Development Studies, Taylor & Francis Journals, vol. 43(3), pages 379-401, September.
    10. Yinzi Jin & Zhiyuan Hou & Donglan Zhang, 2016. "Determinants of Health Insurance Coverage among People Aged 45 and over in China: Who Buys Public, Private and Multiple Insurance," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-15, August.
    11. Government of India, 2017. "National Health Policy 2017," Working Papers id:11664, eSocialSciences.
    12. Sara Bennett & Sachiko Ozawa & Krishna D Rao, 2010. "Which Path to Universal Health Coverage? Perspectives on the World Health Report 2010," PLOS Medicine, Public Library of Science, vol. 7(11), pages 1-3, November.
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    2. Bharat Barik, 2024. "Health Shocks, Risk Aversion, and Consumption Choices: Evidence from Household Intoxicant Spending in India During COVID-19," IIMA Working Papers WP 2024-01-02, Indian Institute of Management Ahmedabad, Research and Publication Department.

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