Catastrophic Health Expenditure Out-of-pocket and Impoverishment Among Persons with Disability in India: Reflection from NSS, 2018

Authors

  • Uttam Haldar Department of Economics, Serampore Girls’ College, Hooghly, West Bengal https://orcid.org/0000-0001-5741-9222
  • Santanu Bisai Bisai Department of Economics, Sidho-Kanhu-Birsha University, Purulia, West Bengal

DOI:

https://doi.org/10.25175/jrd/2024/v43/i3/173096

Keywords:

Catastrophic Health Expenditure, Impoverishment, Out-of-Pocket Health Expenditure, Persons with Disability, India, NSS.

Abstract

Out-of-pocket health expenditure is a serious issue among persons with disabilities (PWDs) and their families because they have a high need for medical care. Sustainable Development Goal 3.8 aims to reduce financial risk by providing universal health coverage. In the present study, we assess whether the nature of the health expenditure of PWDs in India is catastrophic or not and has led to impoverishment. The National Sample Survey (NSS), held in 2018 (76th round), deals with PWDs. We have used unit-level secondary data sets from this survey. If out-of-pocket health expenditures of a household exceed 30 per cent of total household spending, it is considered catastrophic health expenditures. To measure the depth of poverty, we estimate the poverty gap ratio. Dummy variable logistic regression models are used to determine the factors behind catastrophic health expenditure and impoverishment. The average annual per capita expenditure from out-of-pocket for healthcare among PWDs has been estimated at Rs 31,551. Out-of-pocket health expenditures of seventy per cent of people with disabilities were catastrophic in nature, pushing 38 per cent of them below the poverty line. The depth of poverty shows that, on average, money amounted to 35.60 per cent of the poverty line ($1.25 per capita per day as per World Bank) has to be provided to each person with disability lying below the poverty line to pull them to the above poverty line. We significantly observe that rural people, individuals, males with disabilities, those in the lower income quintiles, and members of scheduled caste and tribal communities are suffering from catastrophic health expenditure and related impoverishment. The study has important policy implications for the reduction of economic burden and impoverishment among persons with disabilities on account of catastrophic health expenditures incurred out-of-pocket.

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References

Anderson, W. L., Armour, B. S., Finkelstein, E. A., & Wiener, J. M. (2010). Estimates of State-Level Health-Care Expenditures Associated With Disability. Public Health Reports (Washington, D.C.: 1974), 125(1), 44–51. https://doi.org/10.1177/003335491012500107 DOI: https://doi.org/10.1177/003335491012500107

Chandra, R., Singh, A., & Mukherjee, S. (2013). A Disaggregated Analysis of Change in Household Out-of-Pocket Expenditure on Healthcare in India, 1995–2004. International Journal of Public Health Research, 3(1), 257–266. https://www.researchgate.net/publication/257874975

Dalui, A., Banerjee, S., & Roy, R. (2020). Determinants of Out-of-Pocket and Catastrophic Health Expenditure in Rural Population: A Community-Based Study in a Block of Purba Barddhaman, West Bengal. Indian Journal of Public Health, 64(3), 223–228. https://doi.org/10.4103/ijph.IJPH_848_20 DOI: https://doi.org/10.4103/ijph.IJPH_848_20

Flores, G., Krishnakumar, J., O’Donnell, O., & van Doorslaer, E. (2008). Coping With Health‐Care Costs: Implications for the Measurement of Catastrophic Expenditures and Poverty. Health Economics, 17(12), 1393–1412. https://doi.org/10.1002/hec.1338 DOI: https://doi.org/10.1002/hec.1338

Government of India. (2021, December 13). Consumer Price Index Numbers on Base 2012=100 for Rural, Urban, and Combined for the Month of November 2021. Ministry of Statistics & Program Implementation. https://pib.gov.in/PressReleaseIframePage.aspx?PRID=1780967

Gujrati, D. N., & Porter, D. C. (2009). Basic Econometrics (5th ed.). McGraw Hill Irwin Private Limited.

Gupta, I., & Chowdhury, S. (2014). Public Financing for Health Coverage in India: Who Spends, Who Benefits, and at What Cost? Economic & Political Weekly, 49(35), 59–63.

Hailemichael, Y., Hanlon, C., Tirfessa, K., Docrat, S., Alem, A., Medhin, G., Lund, C., Chisholm, D., Fekadu, A., & Hailemariam, D. (2019). Catastrophic Health Expenditure and Impoverishment in Households of Persons With Depression: A Cross-Sectional, Comparative Study in Rural Ethiopia. BMC Public Health, 19(1). https://doi.org/10.1186/s12889-019-7239-6 DOI: https://doi.org/10.1186/s12889-019-7239-6

James, J., Basavarajappa, C., Sivakumar, T., Banerjee, R., & Thirthalli, J. (2019). Swavlamban Health Insurance Scheme for Persons With Disabilities: An Experiential Account. Indian Journal of Psychiatry, 61(4), 369–375. https://doi.org/10.4103/psychiatry.IndianJPsychiatry_77_19 DOI: https://doi.org/10.4103/psychiatry.IndianJPsychiatry_77_19

Joglekar, R. (2008). Can Insurance Reduce Catastrophic Out-of-Pocket Health Expenditure? http://www.igidr.ac.in/pdf/publication/WP-2008-016.pdf

Kinne, S., Patrick, D. L., & Doyle, D. L. (2004). Prevalence of Secondary Conditions Among People With Disabilities. American Journal of Public Health, 94(3), 443–445. https://doi.org/10.2105/ajph.94.3.443 DOI: https://doi.org/10.2105/AJPH.94.3.443

Lee, J.-E., Shin, H.-I., Do, Y. K., & Yang, E. J. (2016). Catastrophic Health Expenditures for Households With Disabled Members: Evidence From the Korean Health Panel. Journal of Korean Medical Science, 31(3), 336. https://doi.org/10.3346/jkms.2016.31.3.336 DOI: https://doi.org/10.3346/jkms.2016.31.3.336

Mahmoudi, E., & Meade, M. A. (2015). Disparities in Access to Health Care Among Adults With Physical Disabilities: Analysis of a Representative National Sample for a Ten-Year Period. Disability and Health Journal, 8(2), 182–190. https://doi.org/10.1016/j.dhjo.2014.08.007 DOI: https://doi.org/10.1016/j.dhjo.2014.08.007

Mitra, S., Findley, P. A., & Sambamoorthi, U. (2008). Health Care Expenditures of Living With a Disability: Total Expenditures, Out-of-Pocket Expenses, and Burden, 1996–2004. SSRN Scholarly Paper 2330477, Social Science Research Network. https://papers.ssrn.com/abstract=2330477 DOI: https://doi.org/10.1016/j.apmr.2009.02.020

Mohanty, S. K. (2021). Trend in Out-of-Pocket Expenditure and Catastrophic Health Spending in India, 2004–18 (S. K. Mohanty, Ed.). International Institute for Population Sciences. https://www.iipsindia.ac.in/sites/default/files/Report_Trend_in_OOP.pdf

National Health Portal. (2017). Disabilities. https://www.nhp.gov.in/disease/non-communicable-disease/disabilities#:~:text=The%20proportion%20of%20different%20types,viii)%20Any%20other%2018.4%25

Nguyen, L., Lee, J. T., Hulse, E. S. G., Hoang, M. Van, Kim, G. B., & Le, D. B. (2021). Health Service Utilization and Out-of-Pocket Expenditure Associated With the Continuum of Disability in Vietnam. International Journal of Environmental Research and Public Health, 18(11). https://doi.org/10.3390/ijerph18115657 DOI: https://doi.org/10.3390/ijerph18115657

Pandey, A., Ploubidis, G. B., Clarke, L., & Dandona, L. (2018). Trends in Catastrophic Health Expenditure in India: 1993 to 2014. Bulletin of the World Health Organization, 96(1), 18–28. https://doi.org/10.2471/BLT.17.191759 DOI: https://doi.org/10.2471/BLT.17.191759

Prinja, S., Jagnoor, J., Sharma, D., Aggarwal, S., Katoch, S., Lakshmi, P. V. M., & Ivers, R. (2019). Out-of-Pocket Expenditure and Catastrophic Health Expenditure for Hospitalization Due to Injuries in Public Sector Hospitals in North India. PLoS ONE, 14(11). https://doi.org/10.1371/journal.pone.0224721 DOI: https://doi.org/10.1371/journal.pone.0224721

PTI. (2017, November 17). 3 Out of 10 in India Are Poor: Rangarajan Panel. The Hindu. https://www.thehindu.com/business/Economy//article60389308.ece

Rao, S. K. (2017). Do We Care? India’s Health System. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199469543.001.0001 DOI: https://doi.org/10.1093/acprof:oso/9780199469543.001.0001

Rashad, A. S., & Sharaf, M. F. (2015). Catastrophic Economic Consequences of Healthcare Payments: Effects on Poverty Estimates in Egypt, Jordan, and Palestine. Economies, 3(4), 216–234. https://doi.org/10.3390/economies3040216 DOI: https://doi.org/10.3390/economies3040216

Rezaei, S., & Hajizadeh, M. (2019). Measuring and Decomposing Socioeconomic Inequality in Catastrophic Healthcare Expenditures in Iran. Journal of Preventive Medicine and Public Health, 52(4), 214–223. https://doi.org/10.3961/jpmph.19.046 DOI: https://doi.org/10.3961/jpmph.19.046

Shikuro, D., Yitayal, M., Kebede, A., & Debie, A. (2020). Catastrophic Out-of-Pocket Health Expenditure Among Rural Households in the Semi-Pastoral Community, Western Ethiopia: A Community-Based Cross-Sectional Study. ClinicoEconomics and Outcomes Research, 12, 761–769. https://doi.org/10.2147/CEOR.S285715 DOI: https://doi.org/10.2147/CEOR.S285715

Somkotra, T., & Lagrada, L. P. (2009). Which Households Are at Risk of Catastrophic Health Spending? Experience in Thailand After Universal Coverage. Health Affairs, 28(Supplement 1), w467–w478. https://doi.org/10.1377/hlthaff.28.3.w467 DOI: https://doi.org/10.1377/hlthaff.28.3.w467

Sriram, S., & Khan, M. M. (2020). Effect of Health Insurance Program for the Poor on Out-of-Pocket Inpatient Care Cost in India: Evidence From a Nationally Representative Cross-Sectional Survey. BMC Health Services Research, 20(1), 839. https://doi.org/10.1186/s12913-020-05692-7 DOI: https://doi.org/10.1186/s12913-020-05692-7

Stallard, E. (2011). Estimates of the Incidence, Prevalence, Duration, Intensity, and Cost of Chronic Disability Among the U.S. Elderly. North American Actuarial Journal, 15(1), 32–58. https://doi.org/10.1080/10920277.2011.10597608 DOI: https://doi.org/10.1080/10920277.2011.10597608

Sulania, A., Khandekar, J., & Nagesh, S. (2015). Burden and Correlates of Disability and Functional Impairment in an Urban Community. International Journal of Medicine and Public Health, 5(1), 82. https://doi.org/10.4103/2230-8598.151268 DOI: https://doi.org/10.4103/2230-8598.151268

Thomas, R., Jacob, Q. M., Raj Eliza, S., Mini, M., Jose, J., & A, S. (2022). Financial Burden and Catastrophic Health Expenditure Associated With COVID-19 Hospitalizations in Kerala, South India. ClinicoEconomics and Outcomes Research, 14, 439–446. https://doi.org/10.2147/CEOR.S365999 DOI: https://doi.org/10.2147/CEOR.S365999

United Nations. (2020). Factsheet on Persons With Disabilities. United Nations. https://www.un.org/development/desa/disabilities/resources/factsheet-on-persons-with-disabilities.html

Wagstaff, A., & van Doorslaer, E. (2003). Catastrophe and Impoverishment in Paying for Health Care: With Applications to Vietnam 1993–1998. Health Economics, 12(11), 921–933. https://doi.org/10.1002/hec.776 DOI: https://doi.org/10.1002/hec.776

World Health Organization. (2021, November 24). Disability and Health. World Health Organization. https://www.who.int/news-room/fact-sheets/detail/disability-and-health

Xu, K., Evans, D. B., Kawabata, K., Zeramdini, R., Klavus, J., & Murray, C. J. (2003). Household Catastrophic Health Expenditure: A Multicountry Analysis. The Lancet, 362(9378), 111–117. https://doi.org/10.1016/S0140-6736(03)13861-5 DOI: https://doi.org/10.1016/S0140-6736(03)13861-5

Yadav, J., Menon, G. R., & John, D. (2021). Disease-Specific Out-of-Pocket Payments, Catastrophic Health Expenditure, and Impoverishment Effects in India: An Analysis of National Health Survey Data. Applied Health Economics and Health Policy, 19(5), 769–782. https://doi.org/10.1007/s40258-021-00641-9 DOI: https://doi.org/10.1007/s40258-021-00641-9

Yadav, J., Tripathi, N., Menon, G. R., Nair, S., Singh, J., Singh, R., & Rao, M. V. V. (2023). Measuring the Financial Impact of Disabilities in India (An Analysis of National Sample Survey Data). PLOS ONE, 18(10), e0292592. https://doi.org/10.1371/journal.pone.0292592 DOI: https://doi.org/10.1371/journal.pone.0292592

Yelin, E., Murphy, L., Cisternas, M. G., Foreman, A. J., Pasta, D. J., & Helmick, C. G. (2007). Medical Care Expenditures and Earnings Losses Among Persons With Arthritis and Other Rheumatic Conditions in 2003, and Comparisons With 1997. Arthritis & Rheumatism, 56(5), 1397–1407. https://doi.org/10.1002/art.22565 DOI: https://doi.org/10.1002/art.22565

Zaidi, A., & Burchardt, T. (2005). Comparing Incomes When Needs Differ: Equalization for the Extra Costs of Disability in the U.K. Review of Income and Wealth, 51(1), 89–114. https://doi.org/10.1111/j.1475-4991.2005.00146.x DOI: https://doi.org/10.1111/j.1475-4991.2005.00146.x

Published

2025-03-10

How to Cite

Haldar, U., & Bisai, S. B. (2025). Catastrophic Health Expenditure Out-of-pocket and Impoverishment Among Persons with Disability in India: Reflection from NSS, 2018. Journal of Rural Development, 43(3), 359–373. https://doi.org/10.25175/jrd/2024/v43/i3/173096

Issue

Section

Research Papers

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