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Published in: Globalization and Health 1/2011

Open Access 01-12-2011 | Research

Health system determinants of infant, child and maternal mortality: A cross-sectional study of UN member countries

Authors: Katherine A Muldoon, Lindsay P Galway, Maya Nakajima, Steve Kanters, Robert S Hogg, Eran Bendavid, Edward J Mills

Published in: Globalization and Health | Issue 1/2011

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Abstract

Objective

Few studies have examined the link between health system strength and important public health outcomes across nations. We examined the association between health system indicators and mortality rates.

Methods

We used mixed effects linear regression models to investigate the strength of association between outcome and explanatory variables, while accounting for geographic clustering of countries. We modelled infant mortality rate (IMR), child mortality rate (CMR), and maternal mortality rate (MMR) using 13 explanatory variables as outlined by the World Health Organization.

Results

Significant protective health system determinants related to IMR included higher physician density (adjusted rate ratio [aRR] 0.81; 95% Confidence Interval [CI] 0.71-0.91), higher sustainable access to water and sanitation (aRR 0.85; 95% CI 0.78-0.93), and having a less corrupt government (aRR 0.57; 95% CI 0.40-0.80). Out-of-pocket expenditures on health (aRR 1.29; 95% CI 1.03-1.62) were a risk factor. The same four variables were significantly related to CMR after controlling for other variables. Protective determinants of MMR included access to water and sanitation (aRR 0.88; 95% CI 0.82-0.94), having a less corrupt government (aRR 0.49; 95%; CI 0.36-0.66), and higher total expenditures on health per capita (aRR 0.84; 95% CI 0.77-0.92). Higher fertility rates (aRR 2.85; 95% CI: 2.02-4.00) were found to be a significant risk factor for MMR.

Conclusion

Several key measures of a health system predict mortality in infants, children, and maternal mortality rates at the national level. Improving access to water and sanitation and reducing corruption within the health sector should become priorities.
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Literature
1.
go back to reference WHO: World Health Report: Health Systems Improving Performance. 2000, Geneva, Switzerland WHO: World Health Report: Health Systems Improving Performance. 2000, Geneva, Switzerland
2.
go back to reference WHO: Everybody's Business: Strengthening Health Systems to Improve Health Outcomes. 2007, Geneva: World Health Organization, 44-pp. 44 WHO: Everybody's Business: Strengthening Health Systems to Improve Health Outcomes. 2007, Geneva: World Health Organization, 44-pp. 44
3.
go back to reference Leipziger D, Fay M, Wodon Q, Yepes T: Achieving the Millennium Development Goals. World Bank Policy Working Paper. 2003, 3163: Leipziger D, Fay M, Wodon Q, Yepes T: Achieving the Millennium Development Goals. World Bank Policy Working Paper. 2003, 3163:
4.
go back to reference Farahani M, Subramanian SV: The Effect of Changes in Health Sector Resources on Infant Mortality in the Short-run and the Long-run: A longitudinal econometric analysis. Social Science & Medicine. 2009, 68: 1918-1925. 10.1016/j.socscimed.2009.03.023.CrossRef Farahani M, Subramanian SV: The Effect of Changes in Health Sector Resources on Infant Mortality in the Short-run and the Long-run: A longitudinal econometric analysis. Social Science & Medicine. 2009, 68: 1918-1925. 10.1016/j.socscimed.2009.03.023.CrossRef
5.
go back to reference UN: UN Millennium Project: Who's Got the Power? Transforming health systems for women and children. Summary version of the report of the Task Force on Child Health and Maternal Health. 2005 UN: UN Millennium Project: Who's Got the Power? Transforming health systems for women and children. Summary version of the report of the Task Force on Child Health and Maternal Health. 2005
6.
go back to reference Levine R: Should All Vertical Programs Just Lie Down?. Centre for Global Development. 2007 Levine R: Should All Vertical Programs Just Lie Down?. Centre for Global Development. 2007
7.
go back to reference Mills A: Vertical vs. Horizontal Health Programmes in Africa: Idealism, pragmatism, resources and efficiency. Social Science & Medicine. 1983, 17: 1971-1981. 10.1016/0277-9536(83)90137-5.CrossRef Mills A: Vertical vs. Horizontal Health Programmes in Africa: Idealism, pragmatism, resources and efficiency. Social Science & Medicine. 1983, 17: 1971-1981. 10.1016/0277-9536(83)90137-5.CrossRef
8.
go back to reference Elzinga G: Vertical-Horizontal Synergy of the Health Workforce. Bulletin of the World Health Organization. 2005, 83: 242-PubMedCentral Elzinga G: Vertical-Horizontal Synergy of the Health Workforce. Bulletin of the World Health Organization. 2005, 83: 242-PubMedCentral
9.
go back to reference Ooms G, Van Damme W, Baker BK, Zeitz P, Schrecker T: The 'Diagonal' Approach to Global Fund financing: A cure for the broader malaise of health systems?. Globalization and Health. 2008, 4: 1-10.1186/1744-8603-4-1.CrossRef Ooms G, Van Damme W, Baker BK, Zeitz P, Schrecker T: The 'Diagonal' Approach to Global Fund financing: A cure for the broader malaise of health systems?. Globalization and Health. 2008, 4: 1-10.1186/1744-8603-4-1.CrossRef
10.
go back to reference De Savigny D, Kasale H, Mbuya , Reid G: Fixing Health Systems (2nd Edition). 2008 De Savigny D, Kasale H, Mbuya , Reid G: Fixing Health Systems (2nd Edition). 2008
11.
go back to reference Schnell CO, Reilly M, Rosling H, Peterson S, Skstrom AM: Socioeconomic Determinants of Infant Mortality: A world-wide study of 152 low-, middle-, and high-income countries. Scandinavian Journal of Public Health. 2007, 35: 288-297. 10.1080/14034940600979171.CrossRef Schnell CO, Reilly M, Rosling H, Peterson S, Skstrom AM: Socioeconomic Determinants of Infant Mortality: A world-wide study of 152 low-, middle-, and high-income countries. Scandinavian Journal of Public Health. 2007, 35: 288-297. 10.1080/14034940600979171.CrossRef
12.
go back to reference UNICEF: The State of the World's Children. 2009, New York, NY, USA UNICEF: The State of the World's Children. 2009, New York, NY, USA
13.
go back to reference Marmot M: Achieving health equity: From root causes to fair outcomes. The Lancet. 2007, 370: 1153-1163. 10.1016/S0140-6736(07)61385-3.CrossRef Marmot M: Achieving health equity: From root causes to fair outcomes. The Lancet. 2007, 370: 1153-1163. 10.1016/S0140-6736(07)61385-3.CrossRef
16.
go back to reference Ko K, Samajdar A: Evaluation of International Corruption Indexes: Should we believe them or not?. The Social Science Journal. 47: 508-540. Ko K, Samajdar A: Evaluation of International Corruption Indexes: Should we believe them or not?. The Social Science Journal. 47: 508-540.
17.
go back to reference Littell RC: SAS for Mixed Models. SAS Institute Inc. 2006 Littell RC: SAS for Mixed Models. SAS Institute Inc. 2006
18.
go back to reference Murray CJL, Frenk J: A Framework for Assessing the Performance of Health Systems. Bulletin of the World Health Organization. 2000, 78: 717-731.PubMedPubMedCentral Murray CJL, Frenk J: A Framework for Assessing the Performance of Health Systems. Bulletin of the World Health Organization. 2000, 78: 717-731.PubMedPubMedCentral
19.
go back to reference International Transparency: Corruption Perception Index 2010. 2010 International Transparency: Corruption Perception Index 2010. 2010
20.
go back to reference Paldam M: The Cross-Country Patterns of Corruption: Economics, culture and the seesaw dynamics. European Journal of Political Economy. 2002, 18: 215-240. 10.1016/S0176-2680(02)00078-2.CrossRef Paldam M: The Cross-Country Patterns of Corruption: Economics, culture and the seesaw dynamics. European Journal of Political Economy. 2002, 18: 215-240. 10.1016/S0176-2680(02)00078-2.CrossRef
21.
go back to reference UN: United Nations Convention Against Corruption. 2004, United Nations UN: United Nations Convention Against Corruption. 2004, United Nations
22.
go back to reference Vian T: Review of Corruption in the Health Sector: Theory, methods and interventions. Health Policy Plan. 2008, 23: 83-94.CrossRefPubMed Vian T: Review of Corruption in the Health Sector: Theory, methods and interventions. Health Policy Plan. 2008, 23: 83-94.CrossRefPubMed
23.
go back to reference Botting MJ, Porbeni EO, Joffres MR, Johnston BC, Black RE, Mills EJ: Water and Sanitation Infrastructure for Health: The impact of foreign aid. Global Health. 2010, 6: 12-10.1186/1744-8603-6-12.CrossRefPubMedPubMedCentral Botting MJ, Porbeni EO, Joffres MR, Johnston BC, Black RE, Mills EJ: Water and Sanitation Infrastructure for Health: The impact of foreign aid. Global Health. 2010, 6: 12-10.1186/1744-8603-6-12.CrossRefPubMedPubMedCentral
24.
go back to reference Alvarez JL, Gil R, Hernandez V, Gil A: Factors Associated with Maternal Mortality in Sub-Saharan Africa: An ecological study. BMC Public Health. 2009, 9: 462-10.1186/1471-2458-9-462.CrossRefPubMedPubMedCentral Alvarez JL, Gil R, Hernandez V, Gil A: Factors Associated with Maternal Mortality in Sub-Saharan Africa: An ecological study. BMC Public Health. 2009, 9: 462-10.1186/1471-2458-9-462.CrossRefPubMedPubMedCentral
25.
go back to reference Piwoz E, Ross JS: Use of Population-Specific Infant Mortality Rates to Inform Policy Decisions Regarding HIV and Infant Feeding. Journal of Nutrition. 2005, 145: 1113-1119. Piwoz E, Ross JS: Use of Population-Specific Infant Mortality Rates to Inform Policy Decisions Regarding HIV and Infant Feeding. Journal of Nutrition. 2005, 145: 1113-1119.
26.
go back to reference Leive A, Xu K: Coping with Out-of-pocket Health Payments: Empirical evidence from 15 African countries. Bull World Health Organ. 2008, 86: 849-856. 10.2471/BLT.07.049403.CrossRefPubMedPubMedCentral Leive A, Xu K: Coping with Out-of-pocket Health Payments: Empirical evidence from 15 African countries. Bull World Health Organ. 2008, 86: 849-856. 10.2471/BLT.07.049403.CrossRefPubMedPubMedCentral
27.
go back to reference Anand S, Barnighausen T: Human Resources and Health Outcomes: Cross-country econometric study. Lancet. 2004, 364: 1603-1609. 10.1016/S0140-6736(04)17313-3.CrossRefPubMed Anand S, Barnighausen T: Human Resources and Health Outcomes: Cross-country econometric study. Lancet. 2004, 364: 1603-1609. 10.1016/S0140-6736(04)17313-3.CrossRefPubMed
28.
go back to reference El-Jardali F, Jamal D, Abdallah A, Kassak K: Human Resources for Health Planning and Management in the Eastern Mediterranean Region: Facts, gaps and forward thinking for research and policy. Human Resources for Health. 2007, 5: 9-20. 10.1186/1478-4491-5-9.CrossRefPubMedPubMedCentral El-Jardali F, Jamal D, Abdallah A, Kassak K: Human Resources for Health Planning and Management in the Eastern Mediterranean Region: Facts, gaps and forward thinking for research and policy. Human Resources for Health. 2007, 5: 9-20. 10.1186/1478-4491-5-9.CrossRefPubMedPubMedCentral
29.
go back to reference Hertz E, Hebert JR, Landon J: Social and Environmental Factors and Life Expectancy, Infant Mortality and Maternal Mortality Rates: Results of a cross-national comparison. Social Science & Medicine. 1994, 39: 105-114. 10.1016/0277-9536(94)90170-8.CrossRef Hertz E, Hebert JR, Landon J: Social and Environmental Factors and Life Expectancy, Infant Mortality and Maternal Mortality Rates: Results of a cross-national comparison. Social Science & Medicine. 1994, 39: 105-114. 10.1016/0277-9536(94)90170-8.CrossRef
30.
go back to reference Kim K, Moody P: More Resources Better Health? A cross-national perspective. Social Science & Medicine. 1992, 34: 837-842. 10.1016/0277-9536(92)90253-M.CrossRef Kim K, Moody P: More Resources Better Health? A cross-national perspective. Social Science & Medicine. 1992, 34: 837-842. 10.1016/0277-9536(92)90253-M.CrossRef
31.
go back to reference Kruppa K, Madhivanan P: Leveraging Human Capital to Reduce Maternal Mortality in India: Enhanced public health system or public-private partnerships?. Human Resources for Health. 2009, 7: 18-25. 10.1186/1478-4491-7-18.CrossRef Kruppa K, Madhivanan P: Leveraging Human Capital to Reduce Maternal Mortality in India: Enhanced public health system or public-private partnerships?. Human Resources for Health. 2009, 7: 18-25. 10.1186/1478-4491-7-18.CrossRef
32.
go back to reference Robinson J, Wharrad H: Invisible Nursing: Exploring health outcomes at a global level. Relationships between infant and under-5 mortality rates and the distribution of health professionals, GNP per capita, and female literacy. Journal of Advanced Nursing. 2000, 32: 288-297.CrossRef Robinson J, Wharrad H: Invisible Nursing: Exploring health outcomes at a global level. Relationships between infant and under-5 mortality rates and the distribution of health professionals, GNP per capita, and female literacy. Journal of Advanced Nursing. 2000, 32: 288-297.CrossRef
33.
go back to reference Adams O, Buchan J, DP MR: Human Resources for Health (internal document). Department of Health Services. 2003, Geneva: World Health Organization Adams O, Buchan J, DP MR: Human Resources for Health (internal document). Department of Health Services. 2003, Geneva: World Health Organization
34.
go back to reference Zakir M, Wunnava P: Factors Affecting Infant Mortality Rates: Evidence from cross-sectional data. Applied Economic Letters. 1999, 6: 271-273. 10.1080/135048599353203.CrossRef Zakir M, Wunnava P: Factors Affecting Infant Mortality Rates: Evidence from cross-sectional data. Applied Economic Letters. 1999, 6: 271-273. 10.1080/135048599353203.CrossRef
35.
go back to reference Black R, Morris S, Bryce J: Where and Why are 10 million children dying every year?. Lancet. 2003, 361: 2226-2234. 10.1016/S0140-6736(03)13779-8.CrossRefPubMed Black R, Morris S, Bryce J: Where and Why are 10 million children dying every year?. Lancet. 2003, 361: 2226-2234. 10.1016/S0140-6736(03)13779-8.CrossRefPubMed
36.
go back to reference WHO: The World Health Report 2010: Health system financing: the path to universal coverage. 2010, Geneva: WHO, (WHO ed.) WHO: The World Health Report 2010: Health system financing: the path to universal coverage. 2010, Geneva: WHO, (WHO ed.)
37.
go back to reference Wakabi W: Uganda Steps up Efforts to Boost Male Circumcision. Lancet. 2010, 376: 757-758. 10.1016/S0140-6736(10)61362-1.CrossRefPubMed Wakabi W: Uganda Steps up Efforts to Boost Male Circumcision. Lancet. 2010, 376: 757-758. 10.1016/S0140-6736(10)61362-1.CrossRefPubMed
Metadata
Title
Health system determinants of infant, child and maternal mortality: A cross-sectional study of UN member countries
Authors
Katherine A Muldoon
Lindsay P Galway
Maya Nakajima
Steve Kanters
Robert S Hogg
Eran Bendavid
Edward J Mills
Publication date
01-12-2011
Publisher
BioMed Central
Published in
Globalization and Health / Issue 1/2011
Electronic ISSN: 1744-8603
DOI
https://doi.org/10.1186/1744-8603-7-42

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