The impact of women's empowerment on their children's early development in 26 African countries.

BACKGROUND: Every year more than 200 million children under-five years fail to achieve their full developmental potential in low- and middle-income countries (LMICs). Although women´s empowerment has been associated with improved child health and development outcomes, this is a topic little studied in LMICs. We investigated the associations between women´s empowerment and early childhood development among a sample population of 84537 children aged 36-59 months from national health surveys of 26 African countries. METHODS: We used data from Demographic and Health Surveys (DHS) and Multiple Indicator Cluster Surveys (MICS) ranging from 2010 to 2018. Four developmental domains were assessed among children using the Early Childhood Development Index: literacy-numeracy, physical, learning and socioemotional. Women's empowerment in attitude to violence, social independence and decision-making was evaluated using the SWPER global, a validated survey-based index. We reported effect sizes for each country and a combined estimate of the association. The study covers all countries with surveys in the region and uses a novel approach for measuring women's empowerment, the SWPER. RESULTS: Across all countries, 15.1% of the children were on track in the literacy-numeracy domain, 92.3% in physical, 81.3% in learning and 67.8% in socio-emotional. The odds of a child being on track in literacy-numeracy increased by 34% (odds ratio (OR) = 1.34; 95% confidence interval (CI) = 1.31-1.37), 88% (OR = 1.88; 95% CI = 1.85-1.91) and 34% (OR = 1.34; 95% CI = 1.29-1.39), with a one standard deviation increase in the scores of attitudes to violence, social independence and decision-making domains of empowerment, respectively. No effect of empowerment was observed for the other domains of child development. CONCLUSIONS: Our results show a consistent positive effect of empowerment on the literacy-numeracy domain of child development cross-nationally in Africa and this was particularly evident for the social independence domain of the SWPER. Programs and interventions may also consider addressing the reduction of gender inequalities to improve child development.

Effect decomposition through multiple causally nonordered mediators in the presence of exposure-induced mediator-outcome confounding.

Avin et al (2005) showed that, in the presence of exposure-induced mediator-outcome confounding, decomposing the total causal effect (TCE) using standard conditional exchangeability assumptions is not possible even under a nonparametric structural equation model with all confounders observed. Subsequent research has investigated the assumptions required for such a decomposition to be identifiable and estimable from observed data. One approach was proposed by VanderWeele et al (2014). They decomposed the TCE under three different scenarios: (1) treating the mediator and the exposure-induced confounder as joint mediators; (2) generating path-specific effects albeit without distinguishing between multiple distinct paths through the exposure-induced confounder; and (3) using so-called randomised interventional analogues where sampling values from the distribution of the mediator within the levels of the exposure effectively marginalises over the exposure-induced confounder. In this paper, we extend their approach to the case where there are multiple mediators that do not influence each other directly but which are all influenced by an exposure-induced mediator-outcome confounder. We provide a motivating example and results from a simulation study based on from our work in dental epidemiology featuring the 1982 Pelotas Birth Cohort in Brazil.

The SWPER index for women's empowerment in Africa: development and validation of an index based on survey data.

BACKGROUND: The Sustainable Development Goals strongly focus on equity. Goal 5 explicitly aims to empower all women and girls, reinforcing the need to have a reliable indicator to track progress. Our objective was to develop a novel women's empowerment indicator from widely available data sources, broadening opportunities for monitoring and research on women's empowerment. METHODS: We used Demographic and Health Survey data from 34 African countries, targeting currently partnered women. We identified items related to women's empowerment present in most surveys, and used principal component analysis to extract the components. We carried out a convergent validation process using coverage of three health interventions as outcomes; and an external validation process by analysing correlations with the Gender Development Index. FINDINGS: 15 items related to women's empowerment were selected. We retained three components (50% of total variation) which, after rotation, were identified as three dimensions of empowerment: attitude to violence, social independence, and decision making. All dimensions had moderate to high correlation with the Gender Development Index. Social independence was associated with higher coverage of maternal and child interventions; attitude to violence and decision making were more consistently associated with the use of modern contraception. INTERPRETATION: The index, named Survey-based Women's emPowERment index (SWPER), has potential to widen the research on women's empowerment and to give a better estimate of its effect on health interventions and outcomes. It allows within-country and between-country comparison, as well as time trend analysis, which no other survey-based index provides. FUNDING: Bill & Melinda Gates Foundation.

Association of weight change with ethnicity and life course socioeconomic position among Brazilian civil servants.

BACKGROUND: Adult weight gain is generally associated with ethnicity of African descent, in addition to low socioeconomic position (SEP), but little information is available from the African diaspora in less-developed countries. We evaluated ethnic differences in adult weight change and the role of life course SEP in those differences. METHODS: We conducted a cross-sectional analysis of baseline data (1999-2001) from 2594 non-faculty civil servants working at university campuses in Rio de Janeiro (Brazil) and participating in the longitudinal Pró-Saúde Study. Weight and height were measured at study entry whereas ethnicity, markers of SEP, and weight at age 20 were assessed through self-administered questionnaire. RESULTS: Black and mulatto women gained, respectively, an excess of 1.6 kg and 1.2 kg per 10 years of adult life, compared with whites. After adjustment for markers of participants' early and later-life SEP, the estimates of excess weight gain for black and mulatto women decreased by about one-third, but a statistically significant estimate was still observed for black women. Among men, neither unadjusted nor adjusted ethnic gradients in weight gain were relevant. CONCLUSIONS: Only among women, black and mulatto ethnicity was associated with increased weight gain, which was partially explained through the association with their lower SEP.