Breaking Down Barriers: The Promise of Health Insurance for India’s Urban and Rural Poor

Main Article Content

Barsharani Maharana
Pushpendra Singh

Abstract

The objective of this study is to evaluate the coverage of existing health insurance schemes for the Indian urban and rural poor and identify the socioeconomic barriers that prevent households from accessing health insurance. The study uses two rounds of National Family Health Survey (NFHS) data (NFHS-4 and NFHS-5). First, the distribution of insurance coverage among the urban and rural poor households is examined. Second, a logistic regression model is applied to identify the socioeconomic determinants of the coverage. Finally, the Fairlie decomposition technique is employed to identify the factors contributing to disparities in insurance coverage among the urban and rural poor households in NFHS-4 and NFHS-5. The study reveals that health insurance coverage is not evenly distributed across socioeconomic backgrounds, with a significant difference in coverage between poor households in both urban and rural areas. In both surveys, older household heads, Islam religion, Scheduled tribes, households with below-poverty line (BPL) cards, and aspirational districts are significantly contributing to the insurance coverage gap between the urban and rural poor. Further, this study provides important implications for expanding health insurance coverage in India, thus suggesting the need for more equitable distribution of health insurance coverage and targeted interventions to address the disparities.

Article Details

How to Cite
Maharana, B., & Singh, P. (2024). Breaking Down Barriers: The Promise of Health Insurance for India’s Urban and Rural Poor. Journal of Population and Social Studies [JPSS], 33(.), 400–414. Retrieved from https://so03.tci-thaijo.org/index.php/jpss/article/view/274918
Section
Research Articles
Author Biography

Barsharani Maharana, Department of Business Analytics, K J Somaiya Institute of Management, Somaiya Vidyavihar University, Mumbai, India

Corresponding author

References

• Ambade, A., Pakhale, S., & Rahman, T. (2022). Explaining caste-based disparities in enrollment for national health insurance program in India: A decomposition analysis. Journal of Racial and Ethnic Health Disparities, 10(4), 1918–1932. https://doi.org/10.1007/s40615-022-01374-8

• Bhat, R., Holtz, J., & Avila, C. (2018). Reaching the missing middle: Ensuring health coverage for India’s urban poor. Health Systems & Reform, 4(2), 125–135. https://doi.org/10.1080/23288604.2018.1445425

• Cain, G. G. (1986). The economic analysis of labor market discrimination: A survey. In O. Ashenfelter & R. Layard (Eds.), Handbook of labor economics (pp. 693–781). Elsevier Science. https://doi.org/10.1016/S1573-4463(86)01016-7

• Devadasan, N., Seshadri, T., Trivedi, M., & Criel, B. (2013). Promoting universal financial protection: Evidence from the Rashtriya Swasthya Bima Yojana (RSBY) in Gujarat, India. Health Research Policy and Systems, 11(1), 1–8. https://doi.org/10.1186/1478-4505-11-29

• Fairlie, R. W. (1999). The absence of the African-American owned business: An analysis of the dynamics of self-employment. Journal of Labor Economics,17(1), 80–108. https://doi.org/10.1086/209914

• Fairlie, R. W. (2005). An extension of the Blinder–Oaxaca decomposition technique to logit and probit models. Journal of Economic and Social Measurement, 30, 305–316. https://doi.org/10.3233/JEM-2005-0259

• Farooqui, H. H., Karan, A., Mathur, M. R., Hussain, S., & Selvaraj, S. (2022). Out-of-pocket expenditure on childhood infections and its financial burden on Indian households: Evidence from nationally representative household survey (2017–18). PLOS ONE, 17(12), Article e0278025. https://doi.org/10.1371/journal.pone.0278025

• International Institute for Population Sciences (IIPS), & ICF. (2017, December). National Family Health Survey (NFHS-4), 2015–16: India. https://dhsprogram.com/pubs/pdf/FR339/FR339.pdf

• International Institute for Population Sciences (IIPS) and ICF. (2022, March). National Family Health Survey (NFHS-5), 2019–21: India. https://dhsprogram.com/pubs/pdf/FR375/FR375.pdf

• Jensen, H. H., & Saupe, W. E. (1987). Determinants of health insurance coverage for farm family households: A midwestern study. Agricultural & Applied Economics Association, 9(1), 145–155. https://doi.org/10.2307/1349350

• Jones, F. L. (1983). On decomposing the wage gap: A critical comment on Blinder’s method. Journal of Human Resources, 18(1), 126–30. https://doi.org/10.2307/145660

• Kastor, A., & Mohanty, S. K. (2018). Disease-specific out-of-pocket and catastrophic health expenditure on hospitalization in India: Do Indian households face distress health financing? PLOS ONE, 13(5), Article e0196106. https://doi.org/10.1371/journal.pone.0196106

• Khan, P. K., Perkins, J. M., Kim, R., Mohanty, S. K., & Subramanian, S. V. (2021). Multilevel population and socioeconomic variation in health insurance coverage in India. Tropical Medicine & International Health, 26(10), 1285–1295. https://doi.org/10.1111/tmi.13645. Epub 2021 Jul 26.

• Kuwawenaruwa, A., Ramsey, K., Binyaruka, P., Baraka, J., Manzi, F., & Borghi, J. (2019). Implementation and effectiveness of free health insurance for the poor pregnant women in Tanzania: A mixed methods evaluation. Social Science & Medicine, 225, 17–25. https://doi.org/10.1016/j.socscimed.2019.02.005

• Loganathan, K., Deshmukh, P. R., & Raut, A. V. (2017). Socio-demographic determinants of out-of-pocket health expenditure in a rural area of Wardha district of Maharashtra, India. Indian Journal of Medical Research, 146(5), 654–661. https://doi.org/10.4103/ijmr.IJMR_256_15

• Mantey, K. A., & Horioka, C. Y. (2022). Determinants of health insurance enrollment and health expenditure in Ghana: An empirical analysis. Review of Economics of the Household, 21(4), 1269–1288. https://doi.org/10.1007/s11150-022-09621-x

• Ministry of Health and Family Welfare. (2023, March 24). Initiatives for health systems strengthening in aspirational districts. Government of India. https://pib.gov.in/PressReleaseIframePage.aspx?PRID=1910376

• National Health Authority. (2020, July). National Digital Health Mission: Strategy overview—Making India a digital health nation: Enabling digital healthcare for all. Ministry of Health and Family Welfare, Government of India. https://www.niti.gov.in/sites/default/files/2021-09/ndhm_strategy_overview.pdf

• National Health Mission. (2022a). Operational guidelines for Pradhan Mantri Ayushman Bharat Health Infrastructure Mission. Ministry of Health and Family Welfare, Government of India. https://main.mohfw.gov.in/sites/default/files/Operational%20Guideline%20%28CSS%20Component%29_PM-ABHIM.pdf

• National Health Mission. (2022b). Rural health statistics 2020–21. Statistics Division, Ministry of Health and Family Welfare, Government of India. https://main.mohfw.gov.in/sites/default/files/rhs20-21_1.pdf

• Planning Commission. (2009, November). Report of the expert group to review the methodology for estimation of poverty. Government of India. http://www.indiaenvironmentportal.org.in/files/rep_pov.pdf

• Prinja, S., Bahuguna, P., Gupta, I., Chowdhury, S., & Trivedi, M. (2019). Role of insurance in determining utilization of healthcare and financial risk protection in India. PLOS ONE, 14(2), Article 0211793. https://doi.org/10.1371/journal.pone.0211793

• Ravindran, H., Suresh, R. S., Rameesa, S., Laiveishiwo, P. M., Singh, L. P., Prajitha, K. C., & Valamparampil, M. J. (2020). Health insurance coverage and its impact on out-of-pocket expenditures at a public sector hospital in Kerala, India. Journal of Family Medicine and Primary Care, 9(9), 4956–4961. https://doi.org/10.4103/jfmpc.jfmpc_665_20

• Sarwal, R., & Kumar, A. (2020, October 8). The long road to universal health coverage. The Indian Express. https://indianexpress.com/article/opinion/the-long-road-to-universal-health-coverage/

• Sood, N., & Wagner, Z. (2018). Social health insurance for the poor: Lessons from a health insurance programme in Karnataka, India. BMJ Global Health, 3(1), Article e000582. https://doi.org/10.1136/bmjgh-2017-000582

• World Health Organization (WHO). (1978). Primary health care: Report of the International Conference on Primary Health Care, Alma-Ata, USSR, 6–12 September 1978. https://www.unicef.org/media/85611/file/Alma-Ata-conference-1978-report.pdf

• Yadav, M. K., & Mohanty, P. C. (2021). Determinants of choice of health insurance: Empirical evidence from responses of Indian households. The International Journal of Health Planning and Management, 36(5), 1809–1829. http://dx.doi.org/10.1002/hpm.3267