In high-income countries, poverty is often associated with higher average body mass index (BMI). To account for this reverse gradient, deprivation theories posit that declining economic resources make it more difficult to maintain a healthy weight. By contrast, discrimination theories argue that anti-fat discrimination in hiring and marriage sorts heavier individuals into lower-income households. This study assesses competing predictions of these theories by examining how household income in representative samples from South Korea (2007–2014, N=20,823) and the US (1999–2014, N=6395) is related to BMI in two key contrasting groups: (1) currently-married and (2) never-married individuals. As expected by anti-fat discrimination in marriage, the reverse gradient is observed among currently-married women but not among never-married women in both countries. Also consistent with past studies no evidence was found for a reverse gradient among men. These findings are consistent with anti-fat discrimination in marriage as a key cause of the reverse gradient and raise serious challenges to deprivation accounts as well as explanations based on anti-fat discrimination in labour markets.

A Caesarean section can be a life-saving intervention in case of pregnancy complications or difficult labour. The prevalence of Caesarean section continues to increase, especially in sub-Saharan Africa, yet the reasons for this remain largely unexplored. This study investigated risk factors contributing to the decision to perform Caesarean sections in Ghana using data from 8645 women aged 15–49 years from the 2017 Ghana Maternal Health Survey. The data were analysed by applying complementary log-log and logit models. The majority of Ghanaian women (about 87%) reported preferring vaginal delivery to Caesarean section. Of those who had undergone a Caesarean section for their most recent birth, about 55% had an elective rather than an emergency section. Women with labour complications (prolonged/obstructed labour) were significantly more likely to have a Caesarean section (OR=4.09, 95% CI=3.10–5.41). Furthermore, women with maternal complications, particularly prolonged/obstructed labour, were less likely to have an elective Caesarean section than those who had no such complications (OR=0.25, 95% CI=0.14–0.46). Compared with poorer women, wealthy women were significantly more likely to have an elective Caesarean section (OR=1.84, 95% CI=1.08–3.14). The findings suggest that beyond maternal complications, women’s socioeconomic and demographic characteristics are important risk factors for undergoing a Caesarean section in Ghana.

The high prevalence of child marriage in many South Asian countries is usually attributed to poverty, lack of access to education and economic opportunities and gender inequitable cultural norms. Yet in Bangladesh, despite economic growth, mass female education and concerted efforts to eliminate child marriage, its prevalence remains very high. This paper explores community-level perceptions, attitudes and practices relating to child marriage in a rural setting in Bangladesh with the aim of understanding the collective discourses of child marriage in the country and identify the factors shaping these. The study was based on exploratory sequential mixed-method research, with qualitative data collected through group discussions and interviews with 64 participants and quantitative survey data from 3344 participants from the Rangpur district of northern Bangladesh in 2014. The findings suggest that, in addition to the already identified drivers, the notion of a ‘good match’, where the wife is subservient to her husband, is one of the main motivations for marrying off girls early in this region of Bangladesh. Reducing poverty and educating girls may not be adequate to address the persistent problem of child marriage in all Bangladeshi contexts and emphasis needs to be given to transforming the prevailing idea of a ‘good match’ to one of an ‘equal match’.

Intimate partner sexual violence (IPSV) is considered to be a multifarious critical problem in Bangladesh. This study explored the IPSV correlates in Bangladesh with a specific focus on a rural setting. Cross-sectional survey data were collected from 250 randomly selected married women aged 15–49 years in Kandigoan Union Parishad, Sylhet Sadar Upazila, Bangladesh in 2017. Chi-squared tests and multiple logistic regression techniques were applied to measure the IPSV correlates. Around 25% of respondents reported experience of IPSV over the previous 12 months. The logistic regression results showed that women who had committed to pay dowry upon marriage, suspected their husbands of having extramarital affairs and reported having poor spousal communication were 2.657 times (OR = 2.257; 95% CI = 0.527–9.662), 4.914 times (OR = 4.914; 95% CI = 1.354–17.829) and 3.536 times (OR = 3.536; 95% CI = 0.910-13.745) more likely, respectively to report experiencing IPSV by their husbands compared with their counterparts. The findings are expected to contribute to formulating an appropriate policy to combat IPSV against married women at the household level in rural areas of Bangladesh.

There is increasing evidence that women with the ability to exercise control over their sexual and reproductive lives have greater access to prompt prevention and treatment of maternal health disorders, resulting in a concomitant reduction in maternal morbidity and mortality. This study assessed the association between indices of women’s empowerment and utilization of skilled antenatal, intrapartum and postnatal maternity care in two rural Local Government Areas in Edo State, Nigeria. Data were taken from a household survey conducted in July and August 2017, and the study sample comprised 1245 ever-married women currently in a union who had given birth in the 5 years preceding the survey. A Gender Roles Framework guided the selection of independent women’s empowerment variables. Using hierarchical logistic regression, the likelihood of receiving all three levels of skilled maternal health care service (antenatal, intrapartum and postnatal) by women’s empowerment variables, grouped into resource, decision-making and influencer domains following the model of Anderson and Neuman, was assessed. Of the resource domain variables, respondent’s education and respondent’s participation in payment for their own health care positively predicted their use of all three levels of skilled maternal care, whereas their ownership of land negatively predicted this. Two decision-making domain variables were significantly associated with respondent’s use of all three levels of service: those who made decisions alone about major household purchases were twice as likely to use all three levels of services than when decisions were made by their partners or others, while respondent making decisions alone about what food to cook each day was a negative predictor. Of the influencer variables, religion and a large spousal education gap were strong positive factors, whereas living in a consensual union rather than being legally married was a negative factor. Although health system factors are important, interventions geared towards changing gender norms that constrain women’s empowerment are critical to achieving maternal health-related development goals in Nigeria. A composite strategy that targets all women’s empowerment indices is recommended, as Nigeria strives towards achieving SDG-3.

Studies have demonstrated that health communication programmes, through community health workers or mass media, are a key strategy to promote awareness and uptake of essential maternal health services. This study investigated whether or not family planning communication through mass media and health workers has any association with maternal health care utilization uptake in Nigeria. Cross-sectional data were extracted from the 2003–13 Nigeria Demographic and Health Surveys. The study sample comprised 41,938 women aged 15–49 years who had a live birth during the 5 years preceding the survey. Outcome variables were adequacy of antenatal care visits and place of delivery. Receiving family planning messages from the radio, TV, newspapers, a family planning worker or during a health facility visit were considered as possible sources of exposure to family planning information. Radio (32.6%) was the most commonly reported source of family planning information, followed by TV (17.5%) and newspapers (6.1%). Less than one-tenth of respondents were visited by family planning workers (9.5%) and about one-third visited a health facility during the previous 12 months (30.3%). Those who reported receiving family planning information from the three types of mass media and who had contact with a family planning worker and/or health facility were more likely to have at least eight antenatal care contacts (odds ratio for TV use=1.172, 95% CI=1.058–1.297) and deliver at a health facility (odds ratio for TV use=1.544, 95% CI=1.350–1.766). These findings indicate that family planning communication through mass media and health workers could potentially improve the utilization of antenatal and health facility delivery services in Nigeria.

This study used a series of individual-level datasets from National Family Health Surveys conducted in 1998–99, 2005–06 and 2015–16 to assess the factors behind the reduction in childhood stunting and underweight in India between the years 1998–99 and 2015–16. A multivariable decomposition regression analysis was performed. Results showed that the prevalence of childhood stunting declined from 49.4% in 1998–99 to 34.9% in 2015–16. Over the same period, the prevalence of childhood underweight declined from 41.9% in 1998–99 to 33.1% in 2015–16. The reduction in the prevalence of stunting was found to be contributed largely by a reduction in the combined prevalence of stunting and underweight (60%), followed by stunted only (21%) and the combined prevalence of stunting, underweight and wasting (19%). Likewise, the reduction in the prevalence of underweight was contributed by a reduction in the combined prevalence of stunting and underweight and the combined prevalence of stunting, underweight and wasting. Results of the decomposition analysis showed that over the period 1998–99 to 2015–16, improvement in wealth status and maternal education led to 13% and 12% declines, respectively, in childhood stunting and to 31% and 19% declines, respectively, in childhood underweight. Furthermore, reductions in childhood stunting and underweight were due to an increased average number of antenatal care visits, lower average birth order, decreased share of children with below-average birth size, increased use of clean fuel for cooking and a reduction in the practice of open defecation. These findings suggest that further reduction in the prevalence of childhood stunting and underweight could be attained through more equitable household economic growth, investment in girl’s education, greater access to improved toilet facilities, more widespread use of clean fuel for cooking, reduction in average birth order, increased antenatal care visits and greater consumption of IFA tablets by pregnant women. Policymakers need to prioritize these measures to further reduce malnutrition among Indian children.

Leg length in humans is considered to be an indicator of the long-term impact of quality of childhood living conditions and nutritional status. The main objective of this study was to evaluate the magnitude of association of percentage body fat (PBF) with relative subischial leg length (RSLL), adjusting for age, sex and body mass index (BMI), among adolescents and adults in a population of poor socioeconomic background in India. Data were taken from a cross-sectional study conducted in 2010–2014 among the Limbu community of Darjeeling, West Bengal – an indigenous community with poor socioeconomic background, low literacy rate, low income and inadequate living conditions. The study villages were located in the Himalayan and sub-Himalayan regions of Darjeeling. The present study sample comprised 97 adolescents aged 16–19 years (47 boys, 50 girls) and 260 adults aged 20–39 years (135 men, 125 women). Anthropometric measurements of stature/height (cm), weight (kg), sitting height (cm) and skinfold thicknesses (biceps, triceps, subscapular, suprailiac) (mm) were recorded. Derived variables were BMI (kg/m2), subischial leg length (SLL) (cm), RSLL (%), sum of four skinfolds (mm) and PBF (%). Significant sex differences at p<0.05 were observed for all anthropometric characteristics, except for body weight among adolescents and RSLL, subscapular and sum of four skinfolds in adults. The linear regression models adjusting for age and sex showed that RSLL had a negative relationship with PBF (p<0.05) among adolescents and adults. Higher body fat, independent of BMI, was correlated with lower RSLL among both adolescents and adults from the Limbu community, indicating a possible association with poor quality living conditions in childhood. However, this may also have been due to the allometry of total body fat with body proportions – a relatively larger trunk results in more body fat.

The fertility–development relationship is bi-directional, context-specific, multi-phased and inconsistent over time. Indian districts provide an ideal setting to study this association due to their size, diversity and disparity in socioeconomic development. The objective of this study was to understand the association of fertility and socioeconomic development among the 640 districts of India. Data were drawn from multiple sources: Censuses of India 2001 and 2011; DLHS-2; NFHS-4; and other published sources. A district-level data file for Total Fertility Rate (TFR) and a set of developmental indices were prepared for the 640 districts for 2001 and 2016. Computation of a composite index (District Development Index, DDI), Ordinary Least Squares, Two Stage Least Squares and panel regressions were employed. By 2016, almost half of all Indian districts had attained below-replacement fertility, and 15% had a TFR of above 3.0. The DDI of India increased from 0.399 in 2001 to 0.511 by 2016 and showed large variations across districts. The correlation coefficient between TFR and DDI was –0.658 in 2001 and –0.640 in 2016. Districts with a DDI of between 0.3 and 0.6 in 2001 had experienced a fertility decline of more than 20%. The fertility–development relationship was found to be strongly negative, convex and consistent over time, but the level of association varied regionally. For any given level of DDI, fertility in 2016 was lower than in 2001; and the association was stronger in districts with a DDI below 0.45. The negative convex association between the two was prominent in the northern, central and eastern regions and the curves were flatter in the west, south and north-east. The increasing number of districts with low fertility and low development draws much attention. Some outlying districts in the north-eastern states had high TFR and high DDI (>0.6). Based on the findings, a multi-layered strategy in districts with low socioeconomic development is recommended. Additional investment in education, child health, employment generation and provisioning of contraceptives would improve the human development to achieve India’s demographic goals.

Income inequality is associated positively with disease prevalence and mortality. Digit ratio (2D:4D) – a negative proxy for prenatal testosterone and a positive correlate of prenatal oestrogen – is related to several diseases. This study examined the association of income inequality (operationalized as relative parental income) and children’s 2D:4D. Participants self-measured finger lengths (2D=index finger, and 4D=ring finger) in a large online survey conducted in July 2005 (the BBC Internet Study) and reported their parents’ income. Children of parents of above-average income had low 2D:4D (high prenatal testosterone, low prenatal oestrogen) while the children of parents of below-average income had high 2D:4D (low prenatal testosterone, high prenatal oestrogen). The effects were significant in the total sample, present among Whites (the largest group in the sample), in the two largest national samples (UK and USA) and were greater for males than females. The findings suggest a Trivers-Willard effect, such that high-income women may prenatally masculinize their sons at the expense of the fitness of their daughters. Women with low income may prenatally feminize their daughters at the fitness expense of their sons. The effect could, in part, explain associations between low income, high 2D:4D (low prenatal testosterone) and some major causes of mortality such as cardiovascular disease.