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. 2017 Apr;5(4):e402-e407.
doi: 10.1016/S2214-109X(17)30077-3. Epub 2017 Feb 24.

The contribution of poor and rural populations to national trends in reproductive, maternal, newborn, and child health coverage: analyses of cross-sectional surveys from 64 countries

Cesar G Victora  1 , Aluisio J D Barros  2 , Giovanny V A França  2 , Inácio C M da Silva  2 , Liliana Carvajal-Velez  3 , Agbessi Amouzou  3
Affiliations

The contribution of poor and rural populations to national trends in reproductive, maternal, newborn, and child health coverage: analyses of cross-sectional surveys from 64 countries

Cesar G Victora et al. Lancet Glob Health. 2017 Apr.

Abstract

Background: Coverage levels for essential interventions aimed at reducing deaths of mothers and children are increasing steadily in most low-income and middle-income countries. We assessed how much poor and rural populations in these countries are benefiting from national-level progress.

Methods: We analysed trends in a composite coverage indicator (CCI) based on eight reproductive, maternal, newborn, and child health interventions in 209 national surveys in 64 countries, from Jan 1, 1994, to Dec 31, 2014. Trends by wealth quintile and urban or rural residence were fitted with multilevel modelling. We used an approach akin to the calculation of population attributable risk to quantify the contribution of poor and rural populations to national trends.

Findings: From 1994 to 2014, the CCI increased by 0·82 percent points a year across all countries; households in the two poorest quintiles had an increase of 0·99 percent points a year, which was faster than that for the three wealthiest quintiles (0·68 percent points). Gains among poor populations were faster in lower-middle-income and upper-middle-income countries than in low-income countries. Globally, national level increases in CCI were 17·5% faster than they would have been without the contribution of the two poorest quintiles. Coverage increased more rapidly annually in rural (0·93 percent points) than urban (0·52 percent points) areas.

Interpretation: National coverage gains were accelerated by important increases among poor and rural mothers and children. Despite progress, important inequalities persist, and need to be addressed to achieve the Sustainable Development Goals.

Funding: UNICEF, Wellcome Trust.

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Figures

Figure 1
Figure 1
Regression lines for annual changes in composite coverage index in the two poorest quintiles and three richest quintiles of the population, by country income groups 95% CIs for the regression lines are presented in the appendix (p 22).
Figure 2
Figure 2
Regression lines for annual changes in composite coverage index in rural and urban areas, by country income groupings. 95% CIs for the regression lines are presented in the appendix (p 23).
Figure 3
Figure 3
Trends in the slope index of inequality and concentration index for all countries studied, 1994–2014 Dashed lines show 95% CIs.
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References

    1. WHO . Countdown to 2015. A decade of tracking progress for maternal, newborn and child survival: the 2015 Report. World Health Organization; Geneva: 2015.
    1. Countdown 2008 Equity Analysis Group Mind the gap: equity and trends in coverage of maternal, newborn, and child health services in 54 Countdown countries. Lancet. 2008;371:1259–1267. - PubMed
    1. Walker N, Yenokyan G, Friberg IK, Bryce J. Patterns in coverage of maternal, newborn, and child health interventions: projections of neonatal and under-5 mortality to 2035. Lancet. 2013;382:1029–1038. - PubMed
    1. Victora CG, Barros AJD, Axelson H. How changes in coverage affect equity in maternal and child health interventions in 35 Countdown to 2015 countries: an analysis of national surveys. Lancet. 2012;380:1149–1156. - PubMed
    1. Chopra M, Sharkey A, Dalmiya N, Anthony D, Binkin N, UNICEF Equity in Child Survival Health and Nutrition Analysis Team Strategies to improve health coverage and narrow the equity gap in child survival, health, and nutrition. Lancet. 2012;380:1331–1340. - PubMed

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