Skip to main content

Advertisement

Log in

Measuring incidence of catastrophic out-of-pocket health expenditure: with application to India

  • Published:
International Journal of Health Care Finance and Economics Aims and scope Submit manuscript

Abstract

The present paper attempts to provide a new measure of catastrophic out-of-pocket health expenditure based on consumption of necessities. In literature, catastrophic expenditure is measured as out-of-pocket health expenditure that exceeds some fixed proportion of household income or household’s capacity to pay. According the new measure proposed in this paper, OOP health expenditure is catastrophic if it reduces the non-health expenditure to a level where household is unable to maintain consumption of necessities. Based on this measure of catastrophic health expenditure, the paper examines determinants of catastrophic out-of-pocket health expenditure in India. The results show that, incidence of catastrophic OOP health expenditure increases with income, when we use the earlier measures. However, results based on the revised measure show that, the incidence of catastrophic payments goes down as income increases. Therefore, the analysis suggests that the findings are sensitive to the method used. The findings from multivariate analysis show economic and social status of Indian households are important determinants of incidence of catastrophic health expenditure. Education reduces the probability of incurring catastrophic health expenditure. Moreover, these findings are sensitive to measure of catastrophic OOP health expenditure and therefore, it is important to consider appropriate measure of catastrophic OOP health expenditure.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Amaya Lara J. L., & Ruiz Gomez F. (2011) Determining factors of catastrophic health spending in Bogota, Colombia. International Journal of Health Care Finance and Economics 11(2): 83–100

    Article  PubMed  Google Scholar 

  • Berki S. (1986) A look at catastrophic medical expenses and the poor. Health Affairs 5(4): 138–145

    Article  PubMed  CAS  Google Scholar 

  • Bonu S., Bhushan I., Rani M., Anderson I. (2009) Incidence and correlates of ‘Catastrophic’ maternal health care expenditure in India. Health Policy and Planning 24(6): 445–456

    Article  PubMed  Google Scholar 

  • Cavagnero, E., Carrin, G., Xu, K., & Anguilar_Rivera, A. (2006). Health financing in Argentina: An empirical study of health care expenditure and utilization. Working Paper Series in Innovations in Health Financing. Instituto Nacional de Salud Publica, Mexico.

  • Cowell A. (2006) The relationship between education and health behavior: Some empirical evidence. Health Economics 15: 125–146

    Article  PubMed  Google Scholar 

  • Dror D. M., Koren R., Ost A., Binnendijk E., Vellakkal S., Danis M. (2007) Health insurance benefit packages prioritized by low-income clients in India: Three criteria to estimate effectiveness of choice. Social Science and Medicine 64: 884–896

    Article  PubMed  Google Scholar 

  • Filmer D., Pritchett L. (2001) Estimating wealth effects without expenditure data-or tears: An application to educational enrollments in states of India. Demography 38(1): 115–132

    PubMed  CAS  Google Scholar 

  • Flores G., Krinshnakumar 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

    Article  PubMed  Google Scholar 

  • Government of India: (2005) National health accounts India 2001–02. Ministry of Health and Family Welfare, New Delhi

    Google Scholar 

  • Government of India. (2006). Level and pattern of consumer expenditure in india, 2004–2005 NSS 61st Round (July 2004–June 2005). Report No. 508 (61/1.0/1). National Sample Survey Organisation. New Delhi.

  • Government of India: (2007) Poverty estimates for 2004–05. Press Information Bureau, New Delhi

    Google Scholar 

  • Government of India: (2011) Census of India 2011: Provisional population totals. Registrar General and Census Commissioner, India

    Google Scholar 

  • Grossman, M. (1999). The human capital model of the demand for health. NBER Working Paper 7078, NBER.

  • Kumar T. K., Holla J., Guha P. (2008) Engel curve method for measuring poverty. Economic and Political Weekly 43(30): 115–123

    Google Scholar 

  • Kumar T. K., Mallick S., Holla J. (2009) Estimating consumption deprivation in india using survey data: A state-level rural-urban analysis before and during reform period. Journal of Development Studies 45(4): 441–470

    Article  Google Scholar 

  • O’Donnell, O., van Doorslaer, E., Rannan-Eliya, R., Somanathan, A., Garg, C., Hanvoravongchai, P., et al. (2005). Explaining the incidence of catastrophic expenditures on health care: Comparative evidence from Asia. EQUITAP Project Working Paper No. 5. mimeo.

  • Parikh J., Biswas H., Karmakar S. (2003) Cooking with biofuels: Risk factors affecting health impact on rural women. Economic and Political Weekly 38(34): 2681–2691

    Google Scholar 

  • Peters D., Yazbeck A., Sharma R., Ramana G., Pritchett L., Wagstaff A. (2002) Better health systems for India’s poor: Findings, analysis and options. The World Bank, USA

    Book  Google Scholar 

  • Ranson M. K. (2002) Reduction of catastrophic health care expenditures by a community-based health insurance scheme in Gujarat, India: Current experience and challenges. Bulletin of World Health Organization 80(8): 613–621

    Google Scholar 

  • Russell S. (1996) Ability to pay for health care: Concepts and evidence. Health Policy and Planning 11(3): 219–237

    Article  PubMed  CAS  Google Scholar 

  • Russell S., Gilson L. (2006) Are health services protecting the livelihoods of the urban poor in Sri Lanka? Findings from two low-income areas of Colombo. Social Science and Medicine 63: 1732–1744

    Article  Google Scholar 

  • Selden T. M. (2008) The effect of tax subsidies on high health care expenditure burdens in the United States. International Journal of Health Care Finance and Economics 8: 209–223

    Article  PubMed  Google Scholar 

  • Sitaramam, V., Paranjpe, S. A., Kumar, T. K., Gore, A. P., & Sastry, J. G. (1996). Minimum needs of poor and priorities attached to them. Economic and Political Weekly, 31(35–37), 2499–2501 + 2503–2505.

    Google Scholar 

  • Somkorta T., Lagrda L. P. (2008) Payments for health care and its effect on catastrophic and impoverishment: Experience from the transition to universal coverage in Thailand. Social Science and Medicine 67: 2027–2035

    Article  Google Scholar 

  • Su T., Kouyate B., Flessa S. (2006) Catastrophic household expenditure for health care in a low-income society: A study from Nouna District, Burkina Faso. Bulletin of the World Health Organization 84(1): 21–27

    PubMed  Google Scholar 

  • Thuan N. T., Lofgren C., Chuc N. T., Janlert U., Lindholm L. (2006) Household out-of-pocket payments for illness: Evidence from Vietnam. BMC Public Health 6: 283

    Article  PubMed  Google Scholar 

  • Vaishnavi S., Dash U. (2009) Catastrophic payments for health care among households in urban Tamil Nadu, India. Journal of International Development 21(2): 169–184

    Article  Google Scholar 

  • van Doorslaer E., O’Donnell O., Rannan-Eliya R. P., Somanathan A., Adhikari S. R., Garg C. C. et al (2007) Catastrophic payments for health care in Asia. Health Economics 16(11): 1159–1184

    Article  PubMed  Google Scholar 

  • Wagstaff, A. (2007). Health insurance for the poor: Initial impacts of Vietnam’s health care fund for the poor. World Bank Policy Research Working Paper 4134.

  • Wagstaff, A. (2008). Measuring financial protection in health. World Bank Policy Research Working Paper No. 4554. The World Bank. USA.

  • Wagstaff A., van Doorslaer E. (2003) Catastrophe and impoverishment in paying for health care: With applications to Vietnam, 1993–98. Health Economics 12: 921–934

    Article  PubMed  Google Scholar 

  • Xu K., Evans D., Kawabata K., Zeramdini R., Klavus J., Murray C. (2003) Household catastrophic health expenditure: A multicountry analysis. The Lancet 362: 111–117

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Rama Pal.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Pal, R. Measuring incidence of catastrophic out-of-pocket health expenditure: with application to India. Int J Health Care Finance Econ 12, 63–85 (2012). https://doi.org/10.1007/s10754-012-9103-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10754-012-9103-4

Keywords

JEL Classification

Navigation