Abstract
This paper examines the relationship between country health spending and selected health outcomes (infant mortality and child mortality), using data from 133 low and middle-income countries for the years 1995, 2000, 2005, and 2006. Health spending has a significant effect on reducing infant and under-5 child mortality with an elasticity of 0.13 to 0.33 for infant mortality and 0.15 to 0.38 for under-5 child mortality in models estimated using fixed effects methods (depending on models employed). Government health spending also has a significant effect on reducing infant and child mortality and the size of the coefficient depends on the level of good governance achieved by the country, indicating that good governance increases the effectiveness of health spending. This paper contributes to the new evidence pointing to the importance of investing in health care services and the importance of governance in improving health outcomes.
Similar content being viewed by others
References
Anand, S., & Ravallion, M. (1993). Human development in poor countries: On the role of private incomes and public Services. Journal of Economic Perspectives, 7(1), 133–150.
Anderson, G. F., & Poullier, J. (1999). Health spending, access, and outcomes: Trends in industrialized countries. Health Affairs, 18(3), 178–192.
Andreson, G., & Hussey, P. S. (2001). Comparing health system performance in OECD countries: Cross-national comparisons can determine whether additional health care spending results in better outcomes. Health Affairs, 20(3), 219.
Balfour, B. L. (1996). Inequality in income and mortality in the United States: Analysis of mortality and potential pathways, 312(7037), 999–1003.
Barros, P. P. (1998). The black box of health care expenditure growth determinants. Health Economics, 7, 533–544.
Bauer, P. (1972). Dissent on development. Cambridge: Harvard University Press.
Becker, G. S. (1964). Human capital. New York: Columbia University Press (for the National Bureau of Economic Research).
Becker, G. S. (1993). Human capital: A theoretical and empirical analysis with special reference to education. Chicago: National Bureau of Economic Research: The University of Chicago Press.
Beynon, J. (1991). “Assessing Aid” and the Collier/Dollar poverty efficient aid allocations: A critique. London: DFIDDFID.
Bhattacharya, B., Singh, K. K., & Singh, U. (1995). Proximate determinants of fertility in Eastern Uttar Pradesh. Human Biology, 67, 867–86.
Bidani, B., & Ravallion, M. (1997). Decomposing social indicators using distributional data. Journal of Econometrics, 77, 125–139.
Blomqvist, A. G., & Carter, R. A. L. (1997). Is health care really a luxury good? Journal of Health Economics, 16, 207–229.
Bokhari, F. A. S., Gai, Y., & Gottret, P. (2007). Government health expenditures and health outcomes. Health Economics, 16, 257–273.
Boone, P. (1996). Politics and the effectiveness of foreign aid. European Economic Review, 40(2), 289–239.
Burnside, C., & Dollar, D. (1998). Aid, the incentive regime and poverty reduction. Policy Research Working Paper No. 1937. Cambridge: World Bank.
Cochrane, A. L., St. Leger, A. S., & Moore, F. (1978). Health service ‘input’ and mortality ‘output’ in develop countries. Journal of Epidemiology and Community Health, 32, 200–205.
Controversies in Health Care Financing. (2007). Perspectives and debate: Special session at the 6th congress of IIHEA. Copenhagen: Danish Ministry of Foreign Affairs Ministry of Foreign Affairs.
Cremieux, P. Y., Ouellette, P., & Pilon, C. (1999). Health care spending as determinants of health outcomes. Health Economics, 8(7), 627–639.
Deaton, A., & Paxson, C. (1999). Mortality, education, income, and inequality among American cohorts. Working Paper No. 7140. Cambridge, MA: National Bureau of Economic Research.
Deaton, A. (2001). Relative deprivation, inequality, and mortality. Working Paper No, 8099. Cambridge, MA: National Bureau of Economic Research.
Deaton, A. (1999). Inequalities in income and inequalities in health. Working Paper 7141. Cambridge, MA: National Bureau of Economic Research.
Dreze, J., & Murthi, M. (1999). Fertility education and development: Further evidence from India. Population and Development Review, 27(1), 33–63.
Ettner, S. L. (1996). New evidence on the relationship between income and health. Journal of Health Economics, 15, 67–85.
Filmer, D., & Pritchett, L. (1999). The impact of public spending on health: Does money matter? Social Science and Medicine, 49, 1309–1323.
Filmer, D., Hammer, J., & Pritchett, L. (1998). Health policy in poor countries: Weak links in the chain. Policy Research Working Paper No. (1874). Washington, DC: World Bank.
Filmer, D., & Pritchett, L. (1997). Child mortality and public spending on health: How much does money matter? Policy Research Working Paper No. (1864). Washington, DC: World Bank.
Fisher, E. S., Wennberg, D. E., Stukel, T. A., Gottlieb, D. J., Lucas, F. L., & Pinder, E. L. (2003). The implications of regional variations in medicare spending part 2: Health outcomes and satisfaction with care. Annals of Internal Medicine, 13, 288–298.
Foster, M., & Leavy, J. (2001). The choice of financial aid instruments. ODI Working Paper No. 158, October 2001. London: Overseas Development Institute.
Freeman, D. G. (2003). Is health care a necessity or a luxury? Pooled estimates of income elasticity from US state-level data. Applied Economics, 35, 495–502.
Gangadharan, L., & Valenzuela, M. R. (2001). Interrelationships between income, health and the environment: Extending the environmental Kuznets curve hypothesis. Ecological Economics, 36(3), 365–547.
Grossman, M. (1972). Concept of health capital and demand for health. Journal of Political Economy, 80(2), 223–255.
Gupta, S., Verhoeven, M., & Tiongson, E. R. (2002). The effectiveness of government spending on education and health care in developing and transition economies. European Journal of Political Economy, 18(2002), 717–737.
High-Level Forum on the Health MDGs. (2005). Fiscal space and sustainability from the perspective of the health sector. Paris: High-Level Forum on the Health MDGs.
Hirschman, A. O. (1967). Development projects observed. Washington, DC: Brookings Institution.
Hughes, G., & Dunleavy, M. (2000). Why do babies and young children die in India? Income, and maternal mental and physical health: Cross sectional national survey. India in the new millennium. Bulletin of the World Health Organization, 78(1), 216–218.
Jalan, J., & Ravallion, M. (2003). Does piped water reduce diarrhea for children in rural India? Journal of Econometrics, 112, 153–173.
Jamison, D. T., Wang, J., Hill, K., & Londono, J. L. (1996). Income, mortality and fertility control in Latin America: Country-level performance 1960–90. Mimeo, Washington, DC: LAC Technical Department, The World Bank.
Kakwani, N. (1993). Performance in living standards: An international assessment. Journal of Development Economics, 41, 307–336.
Kaufmann, D., Kraay, A. (2006). Governance indicators: Where are we, where should we be going? World Bank Policy Research Working Paper WPS4730. Washington, DC: World Bank.
Kim, K., & Moody, P. M. (1992). More resources better health? A cross-national perspective. Social Sciences and Medicine, 34, 837–842.
Lazarova, E. A., & Mosca, I. (2008). Does governance matter for aggregate health capital? Applied Economic Letters, 15, 199–202.
Lichtenbery, F. R. (2005). The impact of new drug launches on longevity: Evidence from longitudinal, disease-level data from 52 Countries, 1982–2001. International Journal of Health Care Finance and Economics, 5, 47–73.
Lozano, R., Wang, H., Foreman, K. J., Rajaratnam, J. K., Naghavi, M., Marcus, J. R., et al. (2011). Progress towards millennium development goals 4 and 5 on maternal and child mortality: An updated systematic analysis. Lancet, 378, 1139–65.
Martin, S., Rice, N., & Smith, P. (2008). Does health care spending improve health outcomes? Evidence from English programme budgeting data. Journal of Health Economics, 27, 826–842.
Masud, N., & Yontcheva, B. (2005). Does foreign aid reduce poverty? Empirical evidence from nongovernmental and bilateral aid. IMF Working Paper 05/100. Washington, DC: International Monetary Fund.
Maxwell, R. (1981). Health and wealth: An international study of health care spending. MA: Lexington Books.
McGuire, A., Parkin, D., Hughes, D., & Gerard, K. (1993). Econometric analyses of national health expenditures: Can positive economics help answer normative questions? Health Economics, 2, 113–126.
Mishra, P., & Newhouse, D. (2009). Does health aid matter? Journal of Health Economics, 28, 855–872.
Musgrove, P. (1996). Public and private roles in health: Theory and finance patterns. Discussion Paper No. 339. Washington, DC: World Bank.
Musgrove, P., Zeramdini, R., & Carrin, G. (2002). Basic patterns in national health expenditure. Bulletin of the World Health Organization, 80(2), 134–142.
Newhouse, J. P. (1977). Medical care expenditure: A cross-national survey. Journal of Human Resources, 12, 115–125.
Noumba, I. (2004). Are wealthier nations healthier nations? A panel data approach to the determination of human development in Africa. African Development and Poverty Reduction: The Macro-Micro Linkage. Forum Paper 2004, South Africa.
Pritchett, L., & Summers, L. H. (1996). Wealthier is healthier. Journal of Human Resources, 31, 841–868.
Reinhardt, U. E., Hussey, P. S., & Anderson, G. F. (2002). Cross national comparisons of health care systems using OECD, 1999 data. Health affairs, 21, 169–182.
Rutstein, S. (2000). Factors associated with trends in infant and child mortality in developing countries during the 1990s. Bulletin of the World Health Organization.
Shi, A. (2000). How access to urban potable water and sewerage connections affect child mortality. Washington, DC: World Bank.
Subbarao, K. Y., & Raney, L. (1995). Social gains from female education: A cross-national study. Economic Development and Cultural Change, 44, 105–128.
Tresserras, R. J. C., Alvarez, J., Sentis, J., & Salleras, L. (1992). Infant mortality, per capita income, and adult illiteracy: An ecological approach. American Journal of Public Health, 82, 435–437.
Wagstaff, A., & Claeson, M. (2004). The millennium development goals for health: Rising to the challenges. Washington, DC: World Bank.
Wang, L. (2003). Health outcomes in low-income countries and policy implications: Empirical findings from demographic and health surveys. Health Policy, 65, 277–299.
WHO. (2008). Guide to producing national health accounts 2003. Retrieved 3 October, 2008 from http://www.who.int/nha/docs/English_PG.pdf.
World Development Report. (2004). Making services work for poor people: A copublication of the world bank and Oxford University Press, 2003. Washington, DC: The International Bank for Reconstruction and Development/The World Bank.
Zakir, H., & Wunnava, P. (1999). Factors affecting infant mortality rates: Evidence from cross-sectional data. Applied Economics Letters, 6, 271–273.
Author information
Authors and Affiliations
Corresponding author
Annex 1: List of countries used in the analysis
Annex 1: List of countries used in the analysis
List of countries used in the analysis |
---|
133 Countries |
(Low-income, lower-middle income and upper-middle income countries) |
Afghanistan, Bangladesh, Benin, Burkina Faso, Burundi, Cambodia, Central African Rep, |
Chad, Comoros, Congo, Dem Rep, Cote d’Ivoire, Eritrea, Ethiopia, Gambia, Ghana, Guinea, |
Guinea-Bissau, Haiti, Kenya, Kyrgyzstan, Lao People’s Dem Rep, Madagascar, Malawi, Mali, |
Mauritania, Mozambique, Myanmar, Nepal, Niger, Nigeria, Pakistan, Papua New Guinea, |
Rwanda, Sao Tome & Principe, Senegal, Sierra Leone, Solomon Islands, Tajikistan, Tanzania, |
Togo, Uganda, Uzbekistan, Viet Nam, Yemen, Zambia, Albania, Algeria, Angola, Armenia, |
Azerbaijan, Bhutan, Bolivia, Bosnia and Herzegovina, Cameroon, Cape Verde, China, |
Colombia, Congo, Djibouti, Dominican Rep, Ecuador, Egypt, El Salvador, Georgia, |
Guatemala, Guyana, Honduras, India, Indonesia, Iran, Islamic Rep, Jordan, Kiribati, Lesotho, |
Macedonia-FYR, Maldives, Marshall Islands, Micronesia-Fed States, Moldova Rep, Mongolia, |
Morocco, Namibia, Nicaragua, Paraguay, Peru, Philippines, Samoa, Sri Lanka, Sudan, |
Swaziland, Syrian Arab Rep, Thailand, Timor-Leste, Tonga, Tunisia, Turkmenistan, Ukraine, |
Vanuatu, Argentina, Belarus, Belize, Botswana, Brazil, Bulgaria, Chile, Costa Rica, Croatia, |
Cuba, Dominica, Fiji, Gabon, Grenada, Jamaica, Kazakhstan, Latvia, Lebanon, Libyan Arab |
Jamahiriya, Lithuania, Malaysia, Mauritius, Mexico, Montenegro, Palau, Panama, Poland, |
Romania, Russian Federation, Serbia, Seychelles, South Africa, St. Lucia, |
St. Vincent & Grenadines, Suriname, Turkey, Uruguay, Venezuela |
Rights and permissions
About this article
Cite this article
Farag, M., Nandakumar, A.K., Wallack, S. et al. Health expenditures, health outcomes and the role of good governance. Int J Health Care Finance Econ 13, 33–52 (2013). https://doi.org/10.1007/s10754-012-9120-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10754-012-9120-3