Skip to main content
Top
Published in: BMC Public Health 1/2015

Open Access 01-12-2015 | Research article

Quality of governance, public spending on health and health status in Sub Saharan Africa: a panel data regression analysis

Authors: Innocent Makuta, Bernadette O’Hare

Published in: BMC Public Health | Issue 1/2015

Login to get access

Abstract

Background

The population in Sub Saharan Africa (SSA) suffers poor health as manifested in high mortality rates and low life expectancy. Economic growth has consistently been shown to be a major determinant of health outcomes. However, even with good economic growth rates, it is not possible to achieve desired improvements in health outcomes. Public spending on health (PSH) has long been viewed as a potential complement to economic growth in improving health. However, the relationship between PSH and health outcomes is inconclusive and this inconclusiveness may, in part, be explained by governance-related factors which mediate the impact of the former on the latter. Little empirical work has been done in this regard on SSA. This paper investigates whether or not the quality of governance (QoG) has a modifying effect on the impact of public health spending on health outcomes, measured by under-five mortality (U5M) and life expectancy at birth (LE), in SSA.

Methods

Using two staged least squares regression technique on panel data from 43 countries in SSA over the period 1996–2011, we estimated the effect of public spending on health and quality of governance U5M and LE, controlling for GDP per capita and other socio-economic factors. We also interacted PSH and QoG to find out if the latter has a modifying effect on the former’s impact on U5M and LE.

Results

Public spending on health has a statistically significant impact in improving health outcomes. Its direct elasticity with respect to under-five mortality is between −0.09 and −0.11 while its semi-elasticity with respect to life expectancy is between 0.35 and 0.60. Allowing for indirect effect of PSH spending via interaction with quality of governance, we find that an improvement in QoG enhances the overall impact of PSH. In countries with higher quality of governance, the overall elasticity of PSH with respect to under-five mortality is between −0.17 and −0.19 while in countries with lower quality of governance, it is about −0.09. The corresponding semi elasticities with respect to life expectancy are about 6 in countries with higher QoG and about 3 in countries with lower QoG.

Discussion

Public spending on health improves health outcomes. Its impact is mediated by quality of governance, having the higher impact on health outcomes in countries with higher quality of governance and lower impact in countries with lower quality of governance. This may be due to increased efficiency in the use of available resources and better allocation of the same as QoG improves.

Conclusion

Improving QoG would improve health outcomes in SSA. The same increase in PSH is twice as effective in reducing U5M and increasing LE in countries with good QoG when compared with countries with poor QoG.
Literature
1.
go back to reference United Nations. The Millennium Development Goals Report 2014. 2014. United Nations. The Millennium Development Goals Report 2014. 2014.
3.
go back to reference O’Hare B, Makuta I. “An analysis of the potential for achieving the fourth millennium development goal in SSA with domestic resources”. Global Health. 2015;11(1):8.CrossRefPubMedPubMedCentral O’Hare B, Makuta I. “An analysis of the potential for achieving the fourth millennium development goal in SSA with domestic resources”. Global Health. 2015;11(1):8.CrossRefPubMedPubMedCentral
4.
go back to reference Novignon J, Olakojo SA, Nonvignon J. “The effects of public and private health care expenditure on health status in sub-Saharan Africa: new evidence from panel data analysis”. Health Econ Rev. 2012;2(1):22.CrossRefPubMedPubMedCentral Novignon J, Olakojo SA, Nonvignon J. “The effects of public and private health care expenditure on health status in sub-Saharan Africa: new evidence from panel data analysis”. Health Econ Rev. 2012;2(1):22.CrossRefPubMedPubMedCentral
5.
go back to reference Wagstaff A, Claeson M. The Millennium Development Goals for Health Rising to the Challenges. 2004. Wagstaff A, Claeson M. The Millennium Development Goals for Health Rising to the Challenges. 2004.
6.
go back to reference Gupta S, Davoodi H, Tiongson E. Corruption and the provision of health services and education services IMF Working Paper WP/00/116. 2000. Gupta S, Davoodi H, Tiongson E. Corruption and the provision of health services and education services IMF Working Paper WP/00/116. 2000.
7.
go back to reference Gupta S, Verhoeven M. The efficiency of government expenditure Experiences from Africa. J Policy Mak. 2001;23:433–67.CrossRef Gupta S, Verhoeven M. The efficiency of government expenditure Experiences from Africa. J Policy Mak. 2001;23:433–67.CrossRef
8.
go back to reference Grigoli F, Kapsoli J. “Waste not, want not: the efficiency of health expenditure in emerging and developing economies”. IMF Work Pap. 2013;187:1.CrossRef Grigoli F, Kapsoli J. “Waste not, want not: the efficiency of health expenditure in emerging and developing economies”. IMF Work Pap. 2013;187:1.CrossRef
9.
go back to reference Evans J, Ajay DA, Murray T, Lauer CJL, Evans DB, Tandon A, et al. Comparative efficiency of national health systems: cross national econometric analysis. BMJ. 2001;323(7308):307–10.CrossRefPubMedPubMedCentral Evans J, Ajay DA, Murray T, Lauer CJL, Evans DB, Tandon A, et al. Comparative efficiency of national health systems: cross national econometric analysis. BMJ. 2001;323(7308):307–10.CrossRefPubMedPubMedCentral
10.
go back to reference R. Jayasuriya and Q. Wodon. Efficiency in Reaching the Millennium Development Goals. World Bank Working Paper, vol. No-9. 2003. R. Jayasuriya and Q. Wodon. Efficiency in Reaching the Millennium Development Goals. World Bank Working Paper, vol. No-9. 2003.
11.
go back to reference Herrera S, Pang G. World Bank Policy Research Working Paper 3645. 2005. Herrera S, Pang G. World Bank Policy Research Working Paper 3645. 2005.
12.
go back to reference Moore M, Leavy J, Houtzager P. “Polity qualities: How governance affects poverty. IDS working paper 99”. 2008. Moore M, Leavy J, Houtzager P. “Polity qualities: How governance affects poverty. IDS working paper 99”. 2008.
13.
go back to reference Pritchett L, Summers L. “Wealthier is Healthier”. J Hum Resour. 1996;31:4.CrossRef Pritchett L, Summers L. “Wealthier is Healthier”. J Hum Resour. 1996;31:4.CrossRef
14.
go back to reference Filmer D, Pritchett L. The impact of public spending on health: does money matter? Soc Sci Med. 1999;49(10):1309–23.CrossRefPubMed Filmer D, Pritchett L. The impact of public spending on health: does money matter? Soc Sci Med. 1999;49(10):1309–23.CrossRefPubMed
15.
go back to reference Bokhari FAS, Gai Y, Gottret P. Government health expenditures and health outcomes. Health Econ. 2007;16(3):257–73.CrossRefPubMed Bokhari FAS, Gai Y, Gottret P. Government health expenditures and health outcomes. Health Econ. 2007;16(3):257–73.CrossRefPubMed
16.
go back to reference O’Hare B, Makuta I, Chiwaula L, Bar-Zeev N. Income and child mortality in developing countries: a systematic review and meta-analysis. J R Soc Med. 2013;106(10):408–14.CrossRefPubMedPubMedCentral O’Hare B, Makuta I, Chiwaula L, Bar-Zeev N. Income and child mortality in developing countries: a systematic review and meta-analysis. J R Soc Med. 2013;106(10):408–14.CrossRefPubMedPubMedCentral
17.
go back to reference OECD. Development Centre, “African Economic Outlook”. 2015. OECD. Development Centre, “African Economic Outlook”. 2015.
19.
go back to reference Anyanwu J, Erhijakpor A. “Health expenditures and health outcomes in Africa”. Afr Dev Rev. 2009;21:400.CrossRef Anyanwu J, Erhijakpor A. “Health expenditures and health outcomes in Africa”. Afr Dev Rev. 2009;21:400.CrossRef
20.
go back to reference Gupta S, Verhoeven M, Tiongson ER. The effectiveness of government spending on education and health care in developing and transition economies. Eur J Polit Econ. 2002;18(4):717–37.CrossRef Gupta S, Verhoeven M, Tiongson ER. The effectiveness of government spending on education and health care in developing and transition economies. Eur J Polit Econ. 2002;18(4):717–37.CrossRef
22.
go back to reference Shaw JW, Horrace WC, Vogel RJ, James W, Vogelf RJ. “The Determinants of Life Expectancy : An Analysis of the OECD Health Data of Life Expectancy : The Determinants An Analysis of the OECD Health Data,”. South Econ J. 2014;71(4):768–83.CrossRef Shaw JW, Horrace WC, Vogel RJ, James W, Vogelf RJ. “The Determinants of Life Expectancy : An Analysis of the OECD Health Data of Life Expectancy : The Determinants An Analysis of the OECD Health Data,”. South Econ J. 2014;71(4):768–83.CrossRef
23.
go back to reference Bayati M, Akbarian R, Kavosi Z. Determinants of life expectancy in eastern mediterranean region: a health production function. Int J Heal Policy Manag. 2013;1(1):57–61.CrossRef Bayati M, Akbarian R, Kavosi Z. Determinants of life expectancy in eastern mediterranean region: a health production function. Int J Heal Policy Manag. 2013;1(1):57–61.CrossRef
24.
go back to reference Lin R-T, Chien L-C, Chen Y-M, Chan C-C. Governance matters: an ecological association between governance and child mortality. Int Health. 2014;6:249–57.CrossRefPubMedPubMedCentral Lin R-T, Chien L-C, Chen Y-M, Chan C-C. Governance matters: an ecological association between governance and child mortality. Int Health. 2014;6:249–57.CrossRefPubMedPubMedCentral
25.
go back to reference Kaufmann D, Kraay A, Mastruzzi M. The Worldwide Governance Indicators: Methodology and Analytical Issues (September 2010). World Bank Policy Research Working Paper No. 5430. Available at SSRN: http://ssrn.com/abstract=1682130 Kaufmann D, Kraay A, Mastruzzi M. The Worldwide Governance Indicators: Methodology and Analytical Issues (September 2010). World Bank Policy Research Working Paper No. 5430. Available at SSRN: http://​ssrn.​com/​abstract=​1682130
27.
go back to reference Halleröd B, Rothstein B, Daoud A, Nandy S. Bad governance and poor children: a comparative analysis of government efficiency and severe child deprivation in 68 low- and middle-income countries. World Dev. 2013;48:19–31.CrossRef Halleröd B, Rothstein B, Daoud A, Nandy S. Bad governance and poor children: a comparative analysis of government efficiency and severe child deprivation in 68 low- and middle-income countries. World Dev. 2013;48:19–31.CrossRef
30.
go back to reference Rajkumar AS, Swaroop V. Public spending and outcomes: does governance matter? J Dev Econ. 2008;86(1):96–111.CrossRef Rajkumar AS, Swaroop V. Public spending and outcomes: does governance matter? J Dev Econ. 2008;86(1):96–111.CrossRef
32.
go back to reference Klomp J, De Haan J. Effects of Governance on Health: a cross-national analysis of 101 countries. Kyklos. 2008;61(4):599–614.CrossRef Klomp J, De Haan J. Effects of Governance on Health: a cross-national analysis of 101 countries. Kyklos. 2008;61(4):599–614.CrossRef
33.
go back to reference Worldbank Development Committee. “Strengthening Bank Group Engagement on Governance and Anticorruption”. 2006. Worldbank Development Committee. “Strengthening Bank Group Engagement on Governance and Anticorruption”. 2006.
34.
go back to reference Grossman M. On the concept of health capital and the demand for health. J Polit Econ. 1972;80(2):223–55.CrossRef Grossman M. On the concept of health capital and the demand for health. J Polit Econ. 1972;80(2):223–55.CrossRef
35.
Metadata
Title
Quality of governance, public spending on health and health status in Sub Saharan Africa: a panel data regression analysis
Authors
Innocent Makuta
Bernadette O’Hare
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2015
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-015-2287-z

Other articles of this Issue 1/2015

BMC Public Health 1/2015 Go to the issue