Associations between quantitative measures of women's empowerment and access to care and health status for mothers and their children: A systematic review of evidence from the developing world

Disparities in use of skilled birth attendants and neonatal mortality rate in Guinea over two decades

BACKGROUND

Maternal mortality remains high in sub-Saharan African countries, including Guinea. Skilled birth attendance (SBA) is one of the crucial interventions to avert preventable obstetric complications and related maternal deaths. However, within-country inequalities prevent a large proportion of women from receiving skilled birth attendance. Scarcity of evidence related to this exists in Guinea. Hence, this study investigated the magnitude and trends in socioeconomic and geographic-related inequalities in SBA in Guinea from 1999 to 2016 and neonatal mortality rate (NMR) between 1999 and 2012.

METHODS

We derived data from three Guinea Demographic and Health Surveys (1999, 2005 and 2012) and one Guinea Multiple Indicator Cluster Survey (2016). For analysis, we used the 2019 updated WHO Health Equity Assessment Toolkit (HEAT). We analyzed inequalities in SBA and NMR using Population Attributable Risk (PAR), Population Attributable Fraction (PAF), Difference (D) and Ratio (R). These summary measures were computed for four equity stratifiers: wealth, education, place of residence and subnational region. We computed 95% Uncertainty Intervals (UI) for each point estimate to show whether or not observed SBA inequalities and NMR are statistically significant and whether or not disparities changed significantly over time.

RESULTS

A total of 14,402 for SBA and 39,348 participants for NMR were involved. Profound socioeconomic- and geographic-related inequalities in SBA were found favoring the rich (PAR = 33.27; 95% UI: 29.85-36.68), educated (PAR = 48.38; 95% UI: 46.49-50.28), urban residents (D = 47.03; 95% UI: 42.33-51.72) and regions such as Conakry (R = 3.16; 95% UI: 2.31-4.00). Moreover, wealth-driven (PAF = -21.4; 95% UI: -26.1, -16.7), education-related (PAR = -16.7; 95% UI: -19.2, -14.3), urban-rural (PAF = -11.3; 95% UI: -14.8, -7.9), subnational region (R = 2.0, 95% UI: 1.2, 2.9) and sex-based (D = 12.1, 95% UI; 3.2, 20.9) inequalities in NMR were observed between 1999 and 2012. Though the pattern of inequality in SBA varied based on summary measures, both socioeconomic and geographic-related inequalities decreased over time.

CONCLUSIONS

Disproportionate inequalities in SBA and NMR exist among disadvantaged women such as the poor, uneducated, rural residents, and women from regions like Mamou region. Hence, empowering women through education and economic resources, as well as prioritizing SBA for these disadvantaged groups could be key steps toward ensuring equitable SBA, reduction of NMR and advancing the health equity agenda of "no one left behind."

An Analysis of Women’s Fitness Demands and Their Influencing Factors in Urban China

The “Healthy China 2030” plan states that it is necessary to formulate and implement physical health intervention plans for special groups, including women. Based on questionnaire data from women in seven Chinese cities, our research analyzed the status quo of women’s fitness, its influencing factors, and the differences in and characteristics of different types of women’s fitness demands from four aspects: demography, fitness motivation, fitness behavior, and fitness demands, so as to provide a reference for the promotion of women’s fitness. A total of 3473 valid samples were completed. The questionnaire included five age groups: there were 146 in the “20–29 years old” group, 829 in the “30–39 years old” group, 1088 in the “40–49 years old” group, 1105 in the “50–59 years old” group and 305 in the “60 years old and above” group. The questionnaire used in this study was a self-made questionnaire. The contents of the questionnaire included age, occupation, educational level, family circumstances, and health status, women’s fitness behavior, fitness motivation and fitness demands. The results show that the current situation of urban women’s fitness in China is characterized by low frequency and short duration of exercise. The internal factors affecting women’s fitness demands include fitness motivation and fitness behavior. The external factors affecting their fitness demands are social environment and family environment. The differences in women’s fitness demands mainly come from women’s occupation, monthly income, and family stage.

Do empowered women receive better quality antenatal care in Pakistan? An analysis of demographic and health survey data

INTRODUCTION

Quality antenatal care is a window of opportunity for improving maternal and neonatal outcomes. Numerous studies have shown a positive effect of women empowerment on improved coverage of maternal and reproductive health services, including antenatal care (ANC). However, there is scarce evidence on the association between women's empowerment and improved ANC services both in terms of coverage and quality. Addressing this gap, this paper examines the relationship between multi-dimensional measures of women empowerment on utilization of quality ANC (service coverage and consultation) in Pakistan.

METHODS

We used Pakistan Demographic and Health Survey 2017-18 (PDHS) data which comprises of 6,602 currently married women aged between 15-49 years who had a live birth in the past five years preceding the survey. Our exposure variables were three-dimensional measures of women empowerment (social independence, decision making, and attitude towards domestic violence), and our outcome variables were quality of antenatal coverage [i.e. a composite binary measure based on skilled ANC (trained professional), timeliness (1st ANC visit during first trimester), sufficiency of ANC visits (4 or more)] and quality of ANC consultation (i.e. receiving at least 7 or more essential antenatal components out of 8). Data were analysed in Stata 16.0 software. Descriptive statistics were used to describe sample characteristics and binary logistic regression was employed to assess the association between empowerment and quality of antenatal care.

RESULTS

We found that 41.4% of the women received quality ANC coverage and 30.6% received quality ANC consultations during pregnancy. After controlling for a number of socio-economic and demographic factors, all three measures of women's empowerment independently showed a positive relationship with both outcomes. Women with high autonomy (i.e. strongly opposed the notion of violence) in the domain of attitude to violence are 1.66 (95% CI 1.30-2.10) and 1.45 (95% CI 1.19-1.75) and times more likely to receive antenatal coverage and quality ANC consultations respectively, compared with women who ranked low on attitude to violence. Women who enjoy high social independence had 1.87 (95% CI 1.44-2.43) and 2.78 (95% CI 2.04-3.79) higher odds of quality antenatal coverage and consultations respectively, as compared with their counterparts. Similarly, women who had high autonomy in household decision making 1.98 (95% CI 1.60-2.44) and 1.56 (95% CI 2.17-1.91) were more likely to receive quality antenatal coverage and consultation respectively, as compared to women who possess low autonomy in household decision making.

CONCLUSION

The quality of ANC coverage and consultation with service provider is considerably low in Pakistan. Women's empowerment related to social independence, gendered beliefs about violence, and decision-making have an independent positive association with the utilisation of quality antenatal care. Thus, efforts directed towards empowering women could be an effective strategy to improve utilisation of quality antenatal care in Pakistan.

Women decision-making autonomy on maternal health service and associated factors in low- and middle-income countries: Systematic review and meta-analysis

OBJECTIVE

This study was done to determine the overall estimate of decision-making autonomy on maternal health services and associated factors in low- and middle-income countries.

METHOD

PubMed, Science Direct, Google Scholar, Scopus, and the Ethiopian University online library were searched. Data were extracted using Microsoft Excel and analyzed using STATA statistical software (version 14). Publication bias was checked by forest plot, Begg's rank test, and Egger's regression test. To look for heterogeneity, I² was computed, and an overall estimated analysis was carried out. Subgroup analysis was done by country, year, and publication. Joanna Briggs Institute quality assessment tool was used to check the quality of each study. We carried out a leave-one-out sensitivity analysis.

RESULTS

Out of 1305 articles retrieved, 19 studies (with 104,871 study participants) met eligibility criteria and were included in this study. The pooled prevalence of women's decision-making autonomy on maternal health services in low- and middle-income countries was 55.15% (95% confidence interval: 44.11-66.19; I² = 98.6%, P < 0.001). Based on subgroup analysis, decision-making autonomy in maternal health services was the highest in Ethiopia at 61.36% (95% confidence interval: 50.58-72.15) and the lowest in Nigeria at 36.16% (95% confidence interval: 12.99-43.39). It was 32.16% (95% confidence interval: 32.72-39.60) and 60.18% (95% confidence interval: 47.92-72.44) before and after 2016, respectively. It was also 54.64% (95% confidence interval: 42.51-66.78) in published studies and 57.91% (95% confidence interval: 54.80-61.02) in unpublished studies. Age (adjusted odds ratio = 2.67; 95% confidence interval: (1.29-5.55), I² = 90.1%), primary level of education (adjusted odds ratio = 1.75; 95% confidence interval: (1.39-2.21), I² = 63.8%), secondary education level (adjusted odds ratio = 2.09; 95% confidence interval: (1.32-3.32), I² = 87.8%), being urban resident (adjusted odds ratio = 1.80; 95% confidence interval: (1.22-2.66), I² = 73%), and monthly income (adjusted odds ratio = 3.23; 95% confidence interval: (1.85-5.65), I² = 97%) were positively associated with decision-making autonomy on maternal health service.

CONCLUSION

Decision-making autonomy on maternal health services in low- and middle-income countries was low. Sociodemographic factors also influenced it. Educational accessibility and income generation should have been recommended, enabling women to decide for themselves.

Men's Attitude Towards Contraception and Sexuality, Women's Empowerment, and Demand Satisfied for Family Planning in India

Whilst the prevalence of unmet need and contraceptive use remained unchanged for 10 years (between 2005-2015) in India, gender restrictive norms and power imbalances also have persisted, preventing married women from meeting their family planning desires. Data for this study are from the 2015-6 National Family Household Survey, which contains information on fertility preferences and family planning for women in reproductive age. As a proxy for men's attitudinal norms, we aggregated men's perceptions regarding contraception (contraception is women's business, women who use contraception may become promiscuous) and control over their wife (if his wife refuses to have sex, men have the right to deny financial support, have sex with another woman, or beat wife) at district level. Using a three-level random intercepts model, we assessed individual and contextual-level associations of men's attitudinal norms and met need for contraception among sexually active women (aged 15-49) with any demand for family planning, while adjusting for women's empowerment indicators [education, job status, and adult marriage] and individual demographic factors. Our results indicate that men's attitudinal norms are negatively associated with women's contraceptive use; for instance, a 1 standard deviation increase in the proportion of men who believe that contraception is women's business was associated with a 12% reduced likelihood of contraceptive use (OR = 0.88, 95% CI 0.82-0.95). Similar associations remained or were stronger after considering only modern methods, or when excluding female sterilization. Furthermore, our contextual effects analysis revealed that women's higher education or wealth did not improve contraceptive uptake in communities with strong attitudinal norms, but working women or women married as children were more likely to use contraception in those communities. Our results suggest that men's attitudinal norms may be dominating over women's empowerment regarding family planning choices among reproductive age women. However, employment appeared to play a strong protective role associated with women's contraceptive use. It is important for programs seeking to transform gender equality and empower women in making contraceptive choices to consider women's employment opportunities and to also address male attitudinal norms in the context of the ecosystem in which men and women coexist and interact.

Public Policies for Agricultural Diversification: Implications for Gender Equity

Gender equity is recognized as central to sustainable development, but women still face significant constraints in accessing and controlling productive resources important for agricultural livelihoods. Identifying mechanisms (e.g., policies and interventions) in agriculture that enhance women's empowerment—a critical aspect of gender equity—is of paramount importance for sustainable development. In this study, we investigate how Brazil's flagship targeted public food procurement program, the National School Feeding Program (PNAE), influences women's empowerment in southern Brazil. We conducted household surveys on farm characteristics and practices, women's empowerment (e.g., participation in farm decision-making and control over income), and women's participation in social movements, with farmers (n = 75) who do and do not participate in the PNAE. We found that women were more empowered in households participating in the PNAE, and that this empowerment was associated with diversified farming systems. When women had greater levels of participation in farm management decisions, agrobiodiversity and use of agroecological practices were higher. We also show that women's participation in agroecological social movements was associated with significantly higher empowerment (both in control over income and greater participation in decision-making). This study identifies targeted public food procurement as a promising policy instrument with potential to link cross-sectoral Sustainable Development Goals (SDGs) to sustainably increase food production (SDG 2), provide economic opportunities for small-scale farmers (SDG 1), and create an economic space that women in agriculture can more easily access (SDG 5).

PROTOCOL: Effectiveness of nutrition counselling for pregnant women in low- and middle-income countries to improve maternal, infant and child behavioural, nutritional and health outcomes: A systematic review

The objective of this systematic review is to identify, appraise and synthesise the best available evidence on the effectiveness of nutritional counselling and education interventions on maternal, infant and child health outcomes, and assess the differences in effects across participants' PROGRESS+ characteristics. To achieve these objectives, we will aim to answer the following research questions: What is the effectiveness of nutrition counselling interventions for pregnant women in low- or middle-income countries on maternal, infant and child health outcomes? What are the impacts of nutrition counselling interventions on maternal, infant and child health outcomes across participants' PROGRESS+ characteristics?

Why Women in Ethiopia Give Birth at Home? A Systematic Review of Literature

Objective

This study aimed at reviewing identifying reasons for home delivery preference, determining the status of homebirth in Ethiopia, and identifying socio-demographic factors predicting home delivery in Ethiopia.

Methods

A systematic literature review regarding the status of homebirth, reasons why women preferred homebirth and socio-demographic determinants of home deliveries was performed using CINAHL, MEDLINE, Google Scholar and Maternity and Infant Care. Keywords and phrases such as home birth, home delivery, childbirth, prevalence, determinants, predictors, women and Ethiopia were included in the search.

Results

A total of 10 studies were included in this review. The mean proportion of homebirth was 73.5%. Maternal age, ANC visits, maternal level of education, distance to facilities, and previous facility birth were significantly associated with homebirth. Perceived poor quality of service, distant location of facilities, homebirth as customary in the society and perceived normalness of labour were identified as reasons for choosing homebirth.

Conclusion

Despite the significance of skilled birth attendants in reducing maternal and newborn morbidity and mortality, unattended homebirth remains high. By identifying and addressing socio-demographic enablers of home deliveries, maternal health service uptake can be improved.

Association between Attitude towards Wife Beating and Childhood Diarrhea: A Demographic and Health Survey-Based Study in 25 Sub-Saharan African Countries

BACKGROUND

Childhood diarrhea remains a major public health problem in sub-Saharan Africa (SSA). Women empowerment reduces child mortality, and wife beating attitude is one of the indicators of women empowerment. There is a dearth of evidence about wife beating attitudes and childhood diarrhea in SSA. Therefore, the present study aimed to examine the association between attitude towards wife beating and diarrhea among under-five children.

METHODS

We used Demographic and Health Surveys from 25 countries in SSA that were conducted between 2010 and 2020. Using Stata version 14 software, we carried out the analysis on 153,864 children under five. Bivariate and multivariate logistic regression analyses were applied, and the results were presented using adjusted odd ratios (aOR) at 95% confidence interval (CI).

RESULTS

The pooled results show that 71.4% of married women disagreed with wife beating. About 20.5% of under-five children of married women had diarrhea. Childhood diarrhea varied from highest prevalence in Chad (27.9%) to the lowest prevalence in Sierra-Leone (8.5%). The study showed lower odds of diarrhea among children of married women who disagreed with wife beating (aOR = 0.66 95% CI; 0.54-0.80) compared to children of married women who agreed with wife beating. Moreover, the study results show that women's age (35-39 years-aOR = 0.48, 95% CI; 0.31-0.74, 40-44 years-aOR = 0.57, 95% CI; 0.35-0.93, 45-49 years-aOR = 0.35, 95% CI; 0.16-0.79) was negatively associated with childhood diarrhea, while husband's education (primary school-aOR = 1.36, 95% CI; 1.05-1.77), parity (ever born 3-4 children-aOR = 1.36, 95% CI; 1.09-1.70, and 5+ children-aOR = 1.56, 95% CI; 1.14-2.12), and religion (Muslim-aOR = 3.56, 95% CI; 1.44-8.83) were positively associated with diarrhea among under-five children.

CONCLUSIONS

The study shows association between women attitude towards wife beating and childhood diarrhea. Therefore, empowering women, especially young women by increasing awareness about domestic violence, their rights, and empowering them through education and economic advancement need to be considered in order to reduce childhood diarrhea. Moreover, fertility control or birth spacing and working closely with religious leaders are important factors to consider in reducing childhood diarrhea.

The trends of women's autonomy in health care decision making and associated factors in Ethiopia: evidence from 2005, 2011 and 2016 DHS data

BACKGROUND

Women's autonomy in health care decision-making is very crucial for the well-being of women themselves, their children, and the entire family members. Although studying the issue is significant to take proper interventions, the issue is not studied at a nationwide level in Ethiopia. Accordingly, this population-based nationwide study was aimed at assessing the trends of women's autonomy in health care decision-making and its associated factors in Ethiopia.

METHOD

The sample was limited to married women of 2005 (n = 8617), 2011 (n = 10,168), and 2016 (n = 9824) Ethiopian Demographic and Health Survey (EDHS) data. Women's autonomy in health care decision-making was measured based on their response to the question 'person who usually decides on respondent's health care. To examine associated factors, socio-demographic variables were computed using multinomial logistic regression.

RESULT

The finding revealed that the trend of women's autonomy in health care decision-making had declined from 18.7% in 2005 to 17.2% in 2011 albeit it had risen to 19.1% in 2016. The autonomy of women who resides in urban areas was 98.7% higher than rural residents, and those who live in the Tigray region, Somali region, and Addis Ababa are 76.6%, 79.7%, and 95.7% higher than who live in Dire Dawa respectively. Unemployed women, women aged from 15 to 24 years, and uneducated women were 45.1%, 32.4%, and 32.2% less likely autonomous in health care decision making respectively.

CONCLUSION

The autonomy of women in health care decision-making had declined from 2005 to 2011. Therefore, the role of stakeholders in taking possible interventions like empowering women shall be strengthened. This is to protect women from certain health problems as well as for the well-being of women themselves, their children, and the entire family members.

The power of the collective empowers women: Evidence from self-help groups in India

Women's groups are important rural social and financial institutions in South Asia. In India, a large majority of women's groups programs are implemented through self-help groups (SHGs). Originally designed as savings and credit groups, the role of SHGs has expanded to include creating health and nutrition awareness, improving governance, and addressing social issues related to gender- and caste-based discrimination. This paper uses panel data from 1470 rural Indian women from five states to study the impact of SHG membership on women's empowerment in agriculture, using the project-level Women's Empowerment in Agriculture Index (pro-WEAI) and the abbreviated Women's Empowerment in Agriculture Index (A-WEAI). Because SHG membership was not randomized and women who self-select to be SHG members may be systematically different from non-members, we employ nearest neighbor matching methods to attribute the impact of SHG membership on women's empowerment in agriculture and intrahousehold inequality. Our findings suggest that SHG membership has a significant positive impact on aggregate measures of women's empowerment and reduces the gap between men's and women's empowerment scores. This improvement in aggregate empowerment is driven by improvements in women's scores, not a deterioration in men's. Greater control over income, greater decisionmaking over credit, and (somewhat mechanistically, given the treatment) greater and more active involvement in groups within the community lead to improvements in women's scores. However, impacts on other areas of empowerment are limited. The insignificant impacts on attitudes towards domestic violence and respect within the household suggest that women's groups alone may be insufficient to change deep-seated gender norms that disempower women. Our results have implications for the design and scale-up of women's group-based programs in South Asia, including the possibility that involving men is needed to change gender norms.

Women's Empowerment and Children's Complete Vaccination in the Democratic Republic of the Congo: A Cross-Sectional Analysis

(1) Background: The empowerment of women contributes to better child health and wellness. This study aimed to examine the association between women’s empowerment and complete vaccination of children, as recommended in the National Expanded Program on Immunization (EPI) in the Democratic Republic of the Congo (DRC). (2) Methods: In this cross-sectional study, a principal component analysis (PCA) was conducted on data from the Multiple-Indicator Cluster Survey 6 (MICS-6) to determine the dimensions of women’s empowerment. Logistic regression analysis was used to assess the association between women’s empowerment and complete vaccination of children stratified by household wealth. In total, 3524 women with children aged 12–23 months were included in the study. (3) Results: Women’s empowerment was defined by three dimensions, namely intrinsic agency, enabling resources, and social independence. Children of women with high levels of empowerment had higher odds of complete vaccination, with values of 1.63 (p = 0.002) and 1.59 (p = 0.012) for intrinsic agency and enabling resources of the empowerment, respectively, compared to the children of women with low levels of empowerment; however, social independence failed to be associated with the vaccination status of children. After stratification by household wealth, the OR of complete vaccination was higher in women from middle-income households with high levels of intrinsic agency (OR: 2.35, p = 0.021) compared to women from poor households with high levels of intrinsic agency (OR: 1.92, p = 0.004). (4) Conclusions: Higher levels of women’s empowerment, especially intrinsic agency and enabling resources, were associated with complete vaccination in children in the DRC. Household wealth status influenced the associations. The empowerment of women is crucial in promoting the complete vaccination of children and providing equal access to vaccines.

Do women empowerment indicators predict receipt of quality antenatal care in Cameroon? Evidence from a nationwide survey

BACKGROUND

World Health Organisation (WHO) recommends quality antenatal care (ANC) for all pregnant women, as one of the strategies for achieving targets 3.1 and 3.2 of the sustainable development goals. Maternal mortality ratio remains high in Cameroon (782 maternal deaths per 100,000 live births). Extant literature suggest a positive association between women empowerment indicators and maternal healthcare utilisation in general. In Cameroon, this association has not received scholarly attention. To fill this knowledge gap, we investigated the association between women empowerment indicators and quality ANC in Cameroon.

METHODS

Data of 4615 women of reproductive age were analysed from the women's file of the 2018 Cameroon Demographic and Health Survey. Quality ANC (measured by six indicators) was the outcome of interest. Binary Logistic Regression was conducted. All results of the Binary Logistic Regression analysis were presented as adjusted odds ratios (aORs) with 95% confidence intervals (CIs). All analyses were done using Stata version 14.

RESULTS

In all, 13.5% of the respondents received quality ANC. Women with low knowledge level (aOR = 0.66, CI 0.45, 0.98) had a lesser likelihood of receiving quality ANC compared to those with medium knowledge level. Women who highly approved wife beating (aOR = 0.54, CI 0.35, 0.83) had lesser odds of receiving quality ANC compared to those with low approval of wife beating.

CONCLUSION

The study has pointed to the need for multifaceted approaches aimed at enhancing the knowledge base of women. The Ministry of Public Health should collaborate and intensify female's reproductive health education. The study suggests that women advocacy and maternal healthcare interventions in Cameroon must strive to identify women who approve of wife beating and motivate them to disapprove all forms of violence.

Married women's decision-making autonomy in the household and maternal and neonatal healthcare utilization and associated factors in Debretabor, northwest Ethiopia

Background

Women’s decision-making autonomy is very crucial for the improvement of women empowerment, and maternal, neonatal, and child healthcare utilization. As time immemorial, Ethiopian culture is largely gender stratified, and the position of women is subordinate to men in various household and health-seeking decision-making matters. However, there is a dearth of empirical evidence on women’s decision-making autonomy, especially in the household and on maternal and newborn healthcare utilization. Therefore, this study assessed married women’s decision-making autonomy in the household and on maternal and neonatal healthcare utilization and associated factors in Debretabor, Northwest Ethiopia.

Methods

A community-based cross-sectional study was conducted from October 1^st to 30^th, 2019. A two-stage sampling technique was used to select 730 married women. Data were collected using a structured, pretested, and interviewer-administered questionnaire. Data were entered into EPI INFO 7 and analyzed by SPSS version 23. Multivariable logistic regression model was fitted to identify factors associated with women’s decision-making autonomy in the household and maternal and neonatal healthcare utilization. The adjusted odds ratio with its 95% confidence interval was computed to determine the level of significance at a p-value of ≤ 0.05.

Results

A total of 730 married women were included in the analysis. Thus, three-fourths (75.1%) of women had higher decision-making autonomy on their health, neonatal health, and other socio-economic aspects. Besides, the proportion of four and above antenatal visits, delivery at a health facility, postnatal checkup, knowledge of neonatal danger signs, and appropriate health-seeking practices for sick newborns among autonomous women were 52.1%, 56.1%, 71.4%, 32%, and 80% respectively. Age greater than 35 years old (AOR = 2.08; 95% CI: 1.19, 3.62), monthly income of > 5000 ETB (AOR = 3.1; 95% CI: 1.36, 7.07), husband involvement (AOR = 2.36; 95% CI: 1.55, 3.43), and adequate knowledge of neonatal danger signs (AOR = 2.11; 95% CI: 1.4, 3.2) were factors independently associated with women’s decision-making autonomy on maternal and neonatal healthcare utilization and other socio-economic affairs.

Conclusion

Our findings show that women’s decision-making autonomy in the household and maternal and neonatal healthcare utilization was optimal. Increasing household income level, promotion of husband’s involvement starting from the prenatal period, and increasing women’s knowledge of maternal and neonatal danger signs will have a great role in the improvement of women’s decision-making autonomy.

Effects of the COVID-19 pandemic on caregiver mental health and the child caregiving environment in a low-resource, rural context

Early child development has been influenced directly and indirectly by the COVID‐19 pandemic, and these effects are exacerbated in contexts of poverty. This study estimates effects of the pandemic and subsequent population lockdowns on mental health, caregiving practices, and freedom of movement among female caregivers of children 6–27 months (50% female), in rural Bangladesh. A cohort (N = 517) was assessed before and during the pandemic (May–June, 2019 and July–September, 2020). Caregivers who experienced more food insecurity and financial loss during the pandemic reported larger increases in depressive symptoms (0.26 SD, 95% CI 0.08–0.44; 0.21 SD, 0.04–0.40) compared to less affected caregivers. Stimulating caregiving and freedom of movement results were inconsistent. Increases in depressive symptoms during the pandemic may have consequences for child development.

PROTOCOL: The effects of empowerment-based nutrition interventions on the nutritional status of women of reproductive age in low- and middle-income countries

The systematic review will answer the follow research questions: (1) What is the effectiveness of different empowerment approaches employed within nutrition interventions on the nutritional status of women of reproductive age in low- and middle-income countries? (2) What implementation and contextual factors contribute to or detract from the effectiveness of these interventions?

Associations between women's empowerment and child development, growth, and nurturing care practices in sub-Saharan Africa: A cross-sectional analysis of demographic and health survey data

BACKGROUND

Approximately 40% of children 3 to 4 years of age in low- and middle-income countries have suboptimal development and growth. Women's empowerment may help provide inputs of nurturing care for early development and growth by building caregiver capacity and family support. We examined the associations between women's empowerment and child development, growth, early learning, and nutrition in sub-Saharan Africa (SSA).

METHODS AND FINDINGS

We pooled data on married women (15 to 49 years) and their children (36 to 59 months) from Demographic and Health Surveys that collected data on child development (2011 to 2018) in 9 SSA countries (N = 21,434): Benin, Burundi, Cameroon, Chad, Congo, Rwanda, Senegal, Togo, and Uganda. We constructed a women's empowerment score using factor analysis and assigned women to country-specific quintile categories. The child outcomes included cognitive, socioemotional, literacy-numeracy, and physical development (Early Childhood Development Index), linear growth (height-for-age Z-score (HAZ) and stunting (HAZ <-2). Early learning outcomes were number of parental stimulation activities (range 0 to 6) and learning resources (range 0 to 4). The nutrition outcome was child dietary diversity score (DDS, range 0 to 7). We assessed the relationship between women's empowerment and child development, growth, early learning, and nutrition using multivariate generalized linear models. On average, households in our sample were large (8.5 ± 5.7 members) and primarily living in rural areas (71%). Women were 31 ± 6.6 years on average, 54% had no education, and 31% had completed primary education. Children were 47 ± 7 months old and 49% were female. About 23% of children had suboptimal cognitive development, 31% had suboptimal socioemotional development, and 90% had suboptimal literacy-numeracy development. Only 9% of children had suboptimal physical development, but 35% were stunted. Approximately 14% of mothers and 3% of fathers provided ≥4 stimulation activities. Relative to the lowest quintile category, children of women in the highest empowerment quintile category were less likely to have suboptimal cognitive development (relative risk (RR) 0.89; 95% confidence interval (CI) 0.80, 0.99), had higher HAZ (mean difference (MD) 0.09; 95% CI 0.02, 0.16), lower risk of stunting (RR 0.93; 95% CI 0.87, 1.00), higher DDS (MD 0.17; 95% CI 0.06, 0.29), had 0.07 (95% CI 0.01, 0.13) additional learning resources, and received 0.16 (95% CI 0.06, 0.25) additional stimulation activities from their mothers and 0.23 (95% CI 0.17 to 0.29) additional activities from their fathers. We found no evidence that women's empowerment was associated with socioemotional, literacy-numeracy, or physical development. Study limitations include the possibility of reverse causality and suboptimal assessments of the outcomes and exposure.

CONCLUSIONS

Women's empowerment was positively associated with early child cognitive development, child growth, early learning, and nutrition outcomes in SSA. Efforts to improve child development and growth should consider women's empowerment as a potential strategy.

Single motherhood, social independence and non-communicable disease (NCD) outcomes among young females (15-24 years old) in South Africa

Background: Non-communicable diseases (NCDs) acquired during youth follow into and affect adulthood. The association between young mother’s social independence and NCD status is of policy interest due to its effect on economic and social development. This study aimed to determine the causal relationship between social independence and NCD outcomes among young, single mothers in South Africa. Methods: Data from the South African National Income Dynamics Survey (NIDS) in 2008 and 2017 was used to determine if single mothers developed hypertension, diabetes or asthma by various indicators of social independence, including highest level of education and employment status. The sample was initially made-up of unmarried females (15-24 years old) without any children in 2008. Both fertility and social independence was followed-up to 2017. Results: In total, 66 young females developed an NCD by 2017 and 87% (n=57) of these women had a child in the interim period. Employment of young females increased from 4.78% in 2008 to 37.79% in 2017, but completion of secondary or tertiary education declined from 67.94% in 2008 to 56.01% in 2017. In addition, half (50.88%) of the young females were partially independent by 2017, with only 11.03% being fully independent at this time. Finally, logistic regression results showed that the likelihood of developing an NCD increased if young females with children were not socially independent. Conclusions: The relationship between social independence and NCDs suggest that policies and programmes in South Africa need to incorporate socioeconomic status as a determinant of disease and in particular, need to address socioeconomic indicators as additive measures and not autonomous indicators.

Role of community engagement in maternal health in rural Pakistan: Findings from the CLIP randomized trial

Background

Community-based strategies to promote maternal health can help raise awareness of pregnancy danger signs and preparations for emergencies. The objective of this study was to assess change in birth preparedness and complication readiness (BPCR) and pregnant women’s knowledge about pre-eclampsia as part of community engagement (CE) activities in rural Pakistan during the Community Level Interventions for Pre-eclampsia (CLIP) Trial.

Methods

The CLIP Trial was a cluster randomized controlled trial that aimed to reduce maternal and perinatal morbidity and mortality using CE strategies alongside mobile health-supported care by community health care providers. CE activities engaged pregnant women at their homes and male stakeholders through village meetings in Hyderabad and Matiari in Sindh, Pakistan. These sessions covered pregnancy complications, particularly pre-eclampsia/eclampsia, BPCR and details of the CLIP intervention package. BPCR was assessed using questions related to transport arrangement, permission for care, emergency funds, and choice of facility birth attendant for delivery during quarterly household surveys. Outcomes were assessed via multilevel logistic regression with adjustment for relevant confounders with effects summarized as odds ratios and 95% confidence intervals.

Results

There were 15 137 home-based CE sessions with pregnant women and families (n = 46 614) and 695 village meetings with male stakeholders (n = 7784) over two years. The composite outcomes for BPCR and pre-eclampsia knowledge did not differ significantly between trial arms. However, CE activities were associated with improved pre-eclampsia knowledge in some areas. Specifically, pregnant women in the intervention clusters were twice as likely to know that seizures could be a complication of pregnancy (odds ratio (OR) = 2.17, 95% confidence interval (CI)  = 1.11, 4.23) and 2.5 times more likely to know that high blood pressure is potentially life-threatening during pregnancy (OR = 2.52, 95% CI = 1.31, 4.83) vs control clusters.

Conclusions

The findings suggested that a CE strategy for male and female community stakeholders increased some measures of knowledge regarding complications of pre-eclampsia in low-resource settings. However, the effect of this intervention on long-term health outcomes needs further study.

Trial registration

Clinical Trials.gov – INCT01911494.

'I can't leave everything in the hands of my husband': Economic constraints and gender roles in care-seeking in post-Ebola Guinea

The 2014-2016 Ebola epidemic in West Africa had enduring effects on health systems and healthcare utilisation. This study explores the intersection of economic constraints and gender roles in Guinea to understand delays in care-seeking post-Ebola. In-depth interviews (n = 45) and focus group discussions (n = 24) were conducted with mothers, male heads of household, grandmothers, and health workers in rural and urban areas in Basse-Guinée and Guinée Forestière. A thematic analysis identified salient themes related to gender and economic constraints on health care-seeking. Participants, particularly men, emphasised the high cost of seeking care, which led to delays as women secured funds. Men's engagement in care-seeking included providing funds and permission, picking up medication, and giving appointment reminders. As principal actors when 'navigating' the healthcare system, women were intimately involved in economic decisions and responsible for securing funds for services - even when lacking direct financial control. Essentialist descriptions of men as 'providers' and women as 'navigators', therefore, masked nuances in care-seeking and economic responsibilities. Programmes must acknowledge men's engagement in care-seeking and address both the economic barriers women face when seeking care and their economic roles. Greater attention to the complex intersection of economic constraints and gender roles could address care-seeking delays.

What factors are associated with pre-pregnancy nutritional status? Baseline analysis of the KITE cohort: a prospective study in northern Ethiopia

OBJECTIVE

To assess a broad range of factors associated with pre-pregnancy nutritional status, a key step towards improving maternal and child health outcomes, in Ethiopia.

DESIGN

A baseline data analysis of a population-based prospective study.

SETTING

Kilite-Awlaelo Health and Demographic Surveillance Site, eastern zone of Tigray regional state, northern Ethiopia.

PARTICIPANTS

We used weight measurements of all 17 500 women of reproductive age living in the surveillance site between August 2017 and October 2017 as a baseline. Subsequently, 991 women who became pregnant were included consecutively at an average of 14.8 weeks (SD: 1.9 weeks) of gestation between February 2018 and September 2018. Eligible women were married, aged 18 years or older, with a pre-pregnancy weight measurement performed, and a gestational age ≤20 weeks at inclusion.

OUTCOME MEASURES

The outcome measure was pre-pregnancy nutritional status assessed by body mass index (BMI) and mid-upper arm circumference (MUAC). Undernutrition was defined as BMI of <18.5 kg/m2 and/or MUAC of <21.0 cm. BMI was calculated using weight measured before pregnancy, and MUAC was measured at inclusion. Linear and spline regressions were used to identify factors associated with pre-pregnancy nutritional status as a continuous and Poisson regression with pre-pregnancy undernutrition as a dichotomous variable.

RESULTS

The mean pre-pregnancy BMI and MUAC were 19.7 kg/m2 (SD: 2.0 kg/m2) and 22.6 cm (SD: 1.9 cm), respectively. Overall, the prevalence of pre-pregnancy undernutrition was 36.2% based on BMI and/or MUAC. Lower age, not being from a model household, lower values of women empowerment score, food insecurity, lower dietary diversity, regular fasting and low agrobiodiversity showed significant associations with lower BMI and/or MUAC.

CONCLUSION

The prevalence of pre-pregnancy undernutrition in our study population was very high. The pre-pregnancy nutritional status could be improved by advancing community awareness on dietary practice and gender equality, empowering females, raising agricultural productivity and strengthening health extension. Such changes require the coordinated efforts of concerned governmental bodies and religious leaders in the Ethiopian setting.

The Effect of Women's Empowerment in the Utilisation of Family Planning in Western Ethiopia: A Structural Equation Modelling Approach

This study examines the associations between women's empowerment and family planning use in Jimma Zone, Western Ethiopia. A total of 746 randomly selected married women of reproductive age were interviewed. The data were employed by structural equation modelling (SEM) to investigate the complex and multidimensional pathways to show women's empowerment domains in family planning utilisation. Results of the study revealed that 72% of married women had used family planning. Younger women, having access to information, having access to health facilities and being aware about family planning methods, living in a rural area, having an older partner and increased household decision-making power were associated with using family planning methods. Women's empowerment is an important determinant of contraceptive use. Women's empowerment dimensions included increased household decision-making power, socio-demographic variables and having access to information about family planning and accessible health facilities. These were found to be important determinants of contraceptive use. Future interventions should focus on integrating women's empowerment into family planning programming, particularly in enhancing women's autonomy in decision making. Further research is warranted on the socio-cultural context of women that influences women's empowerment and family planning use to establish an in-depth understanding and equity of women in society.

Single motherhood, social independence and non-communicable disease (NCD) outcomes among young females (15-24 years old) in South Africa

Background: Non-communicable diseases (NCDs) acquired during youth follow into and affect adulthood. The association between young mother’s social independence and NCD status is of policy interest due to its effect on economic and social development. This study aimed to determine the causal relationship between social independence and NCD outcomes among young, single mothers in South Africa. Methods: Data from the South African National Income Dynamics Survey (NIDS) in 2008 and 2017 was used to determine if single mothers developed hypertension, diabetes or asthma by various indicators of social independence, including highest level of education and employment status. The sample was initially made-up of unmarried females (15-24 years old) without any children in 2008. Both fertility and social independence was followed-up to 2017. Results: In total, 66 young females developed an NCD by 2017 and 87% (n=57) of these women had a child in the interim period. Employment of young females increased from 4.78% in 2008 to 37.79% in 2017, but completion of secondary or tertiary education declined from 67.94% in 2008 to 56.01% in 2017. In addition, half (50.88%) of the young females were partially independent by 2017, with only 11.03% being fully independent at this time. Finally, logistic regression results showed that the likelihood of developing an NCD increased if young females with children were not socially independent. Conclusions: The relationship between social independence and NCDs suggest that policies and programmes in South Africa need to incorporate socioeconomic status as a determinant of disease and in particular, need to address socioeconomic indicators as additive measures and not autonomous indicators.

Do women's empowerment and socioeconomic status predict the adequacy of antenatal care? A cross-sectional study in five South Asian countries

OBJECTIVES

Relative to the attention given to improving the measurement of adequacy of antenatal care (ANC) in South Asian (SA) region, the influence of women's empowerment and socioeconomic status (WESES) on adequate ANC services has hardly received any attention. This study aimed to investigate the present scenario of adequacy of ANC in SA and how its adequacy was associated with WESES.

SETTING AND PARTICIPANTS

Using the Demographic and Health Survey data set of five SA countries, that is, Afghanistan, Bangladesh, India, Nepal and Pakistan, 48 107 women were selected in this study who received at least one ANC component and had at least one live birth in the 3 or 5 years preceding the survey.

ANALYSIS

Multilevel logistic regression models were used to investigate the relationship between adequacy of ANC and WESES.

RESULTS

Only 30% women received adequate ANC in SA, ranging from 8.4% (95% CI 7.1% to 9.9%) in Afghanistan to 39.8% (95% CI 37.4% to 42.2%) in Nepal. The poor utilisation of adequate ANC services was most prevalent among the women residing in rural areas and that of poor families as well as low empowerment status in SA countries. Different levels of WESES, that is, highly empowered but poor (adjusted OR (AOR): 1.33; 95% CI 1.18 to 1.49), lowly empowered but rich (AOR: 2.07; 95% CI 1.84 to 2.32) and highly empowered and rich women (AOR: 3.07; 95% CI 2.75 to 3.43), showed significant positive association with adequate ANC services than the poor and low empowered women, after adjusting the potential covariates.

CONCLUSION

As unsatisfactory level of adequate ANC services has been observed in SA region, this study suggests a nationwide comprehensive improvement of women's empowerment status as well as establishment of necessary healthcare centres in remote areas is essential to ensure long-term and sustainable adequacy of ANC services.

Determinants of the continuum of maternal health care in Cambodia: an analysis of the Cambodia demographic health survey 2014

Introduction

Cambodia has achieved significant progress in maternal health, yet remains in the group of countries with the highest maternal mortality ratio in South-East Asia. Extra efforts are needed to improve maternal health through assessing the coverage of maternal health services as a continuum of care (CoC) and identifying the gaps. Our study aims to explore the coverage level of the Optimal CoC by (1) measuring the continuity of optimal antenatal care (ANC), skilled birth attendance (SBA) and optimal post-natal care (PNC), (2) identifying the determinants of dropping out from one service to another and (3) of not achieving the complete CoC.

Method

The study employed data from the Cambodia Demographic Health Survey 2014. We restricted our analysis to married women who had a live birth in the five years preceding the survey (n = 5678). Bi-variate and multivariate logistic regression were performed using STATA version 14.

Results

Almost 50% of women had achieved the complete optimal CoC, while the remaining have used only one or two of the services. The result shows that the level of women’s education was positively associated with the use of optimal ANC, the continuation to using optimal PNC and achieving the complete CoC. More power of women in household decision making was also positively associated with receiving the complete CoC. The birth order was negatively associated with achieving the complete CoC, while exposure to the mass media and having health insurance increased the odds of achieving the complete CoC. Household wealth consequently emerged as an influential predictor of dropping out and not achieving the complete CoC. Receiving all different elements of ANC care improved the continuity of care from optimal ANC to SBA and from SBA to optimal ANC.

Conclusion

The findings urge policy makers to approach maternal health care as a continuum of care with different determinants at each step. Household wealth was found to be the most influential factor, yet the study discovered also other barriers to optimal maternal health care which need to be addressed: future intervention should thus not only aim to increase wealth or health insurance coverage but also stimulate the education of women and empower women to claim power in household decision-making.

Association of healthy child-rearing practices and children's receipt of care in patient-centered medical homes

Efforts to improve the quality of care for children have focused on the patient-centered medical home (PCMH), defined by the National Committee for Quality Assurance (NCQA). Little research has focused on caregivers' role in choosing physicians for children. This study aims to determine whether healthy caregiving behaviors and specific behaviors are associated with children's receipt of PCMH care. Using data from the 2016-2017 National Survey of Children's Health, which includes information on child-rearing behaviors, we estimated logistic regressions, controlling for children's and caregivers' characteristics, to quantify possible associations. We found that each additional healthy child-rearing practice followed increased a child's chance of receiving PCMH care by 4.5% (p < 0.001). Being breastfed (children aged 0-5 years), sharing ideas with their caregiver (children aged 6-17 years), their caregiver ensuring homework is finished (children aged 6-17 years), and having TV time monitored (all ages), each increased the likelihood of PCMH use. These findings show that caregiving behavior is independently associated with locus of care. Future research is warranted as educating caregivers about healthy child-rearing may lead them to seek higher quality care for their children. Also, evaluating the effect of behaviors on health outcomes associated with PCMH would be valuable.

Attitudes Toward Intimate Partner Violence in Dyadic Perspective: Evidence From Sub-Saharan Africa

Although intimate partner violence (IPV) is inherently a relational event shaped by couple-level factors, most empirical examinations of IPV-related attitudes have used individuals as the unit of analysis. We apply a dyadic perspective to the study of attitudes about the acceptability of IPV, harnessing couple-level data from 33 countries in sub-Saharan Africa, a region characterized by particularly high levels of both the incidence and acceptance of IPV. We document considerable geographic heterogeneity in the distribution of attitudinal concordance or discordance regarding the acceptability of IPV within couples, a descriptive finding that is overlooked by studies focused on individuals as the unit of analysis. In addition, applying a dyadic perspective to the correlates of attitudinal concordance, we demonstrate that joint exposure to schooling, work, and media is more predictive of joint rejection of IPV than are singular exposures of wives or husbands. Finally, we show that distinct combinations of attitudes within couples are associated with differential likelihoods of wives reporting having recently experienced emotional, physical, or sexual IPV. In particular, when both partners reject IPV, wives are significantly less likely to report experiencing each type of IPV in the past year compared with any other combination of attitudes. Our results reveal that a dyadic perspective provides a comprehensive understanding of intracouple contexts that enhances our perspective on these important demographic outcomes.

Socio-economic, demographic, and behavioural determinants of women's empowerment in Mozambique

Introduction

Empowerment is considered pivotal for how women access and use health care services and experience their sexual and reproductive rights. In Mozambique, women’s empowerment requires a better understanding and contextualization, including looking at factors that could drive empowerment in that context. This study aims to identify socioeconomic, demographic, and behavioural determinants of different domains of women’s empowerment in Mozambique.

Methods

Using the Demographic and Health Survey (DHS) conducted in 2015 for Mozambique, a sample of 2072 women aged between 15 and 49 years old were included in this study. The DHS’s indicators of women’s empowerment were used in a principal component analysis and the obtained components were identified as the domains of empowerment. Logistic regressions were run to estimate the association of socioeconomic, demographic, and behavioural characteristics with each domain of empowerment. Crude and adjusted odds ratios (OR) and respective 95% confidence intervals (95% CI) were calculated.

Results

Three domains of women’s empowerment were identified, namely (1) Beliefs about violence against women, (2) Decision-making, and (3) Control over sexuality and safe sex. Region, rurality, the experience of intimate partner violence (IPV) and partner’s controlling behaviours were associated with Beliefs about violence against women, while Decision-making and Control over sexuality and safe sex were also associated with education, age and wealth. Employment, polygamous marriage and religion was positively associated with Decision-making, and access to media increased the odds of Control over sexuality and safe sex.

Conclusion

Women’s empowerment seems to be determined by different socio-economic, demographic, and behavioural factors and this seems to be closely related to different domains of empowerment identified. This finding affirms the multi-dimensionality of empowerment as well as the importance of considering the context- and community-specific characteristics.

Women empowerment and uptake of antenatal care services : A meta-analysis of Demographic and Health Surveys from 33 Sub-Saharan African countries

Background

Women empowerment has been linked to increased skilled antenatal care (ANC) service use. However, there is no evidence on the net effect of women empowerment on ANC in the Sub-saharan African (SSA) region. We aim to address the knowledge gap on whether or not women empowerment positively influences the uptake of ANC at the SSA regional level.

Methods

We analyzed the Demographic Health Survey (DHS) datasets from 33 SSA countries. Following the DHS data analysis guideline, we measured women empowerment using two indicators. The first indicator is an index, which comprises decision-making on women’s own health, household purchase and visit to family or relatives whilst disagreeing statements that husband is justified in beating his wife constitutes the second indictor. We performed confounder-adjusted logistic regression analysis for the two indicators with ANC attendance in each of the 33 countries. Then, we pooled the adjusted Odds Ratios (OR) using the random effect model through the two-stage Individual Participant Data meta-analysis technique. Summary findings are reported in OR and corresponding 95 %CI and are presented in a forest plot.

Results

Moderately empowered women had marginally higher odd of skilled ANC service across the SSA region (aOR = 1.19; 95 %CI: 1.03, 1.38, with a prediction interval of 0.58, 2.45). Conversely, being involved in the three decisions (aOR = 1.15; 95 %CI: 0.99, 1.33, with prediction interval 0.57, 2.31), and attitude towards wife-beating (aOR = 0.97; 95 %CI: 0.88, 1.06, with prediction interval of 0.63, 1.48) had no statistically significant relationship with ANC.

Conclusions

Women empowerment did not predict the use of skilled ANC in the context of the SSA region. We recommend that further studies be conducted in order to understand how women empowerment affects skilled ANC service utilization in the region.

Tools for measuring gender equality and women's empowerment (GEWE) indicators in humanitarian settings

BACKGROUND

Effective measurement of Gender Equality and Women's Empowerment (GEWE) is challenging in low and middle-income countries (LMICs), and even more so in humanitarian settings. Conflict, natural disasters, and epidemics may increase gender inequities, but also present an opportunity to address them. This scoping review describes and identifies gaps in the measurement tools, methods, and indicators used to measure GEWE in humanitarian settings, and presents a dashboard that can be used by researchers, organizations and governments to identify GEWE measurement tools.

METHODS

Scientific articles published between January 2004 and November 2019 were identified using Embase, Medline, PsycInfo, CINAHL, Scopus, and PAIS index. Relevant non peer-reviewed literature was downloaded from the websites of humanitarian organizations. Publications on women and/or girls impacted by a humanitarian crisis in a LMIC, within 5 years of data collection, were included. Publications were double-screened in the title/abstract and full-text stages. We used a machine learning software during the title/abstract screening to increase the efficiency of the process. Measurement tools, sampling and data collection methods, gap areas (geographical, topical and contextual), and indicators were catalogued for easy access in an interactive Tableau dashboard.

RESULTS

Our search yielded 27,197 publications and 2396 non peer-reviewed literature reports. One hundred and seventy publications were included in the final review. Extracted indicators were categorized into seven domains: economic, health, human development, leadership, psychological, security and justice, and sociocultural. The vast majority of studies were observational, and over 70% utilized a cross-sectional study design. Thirty-eight toolkits and questionnaires were identified in this review, of which 19 (50%) were designed specifically for humanitarian settings. Sociocultural was the largest domain in number of studies and indicators in this review, with gender-based violence indicators reported in 66% of studies. Indicators of economic, human development and leadership were uncommon in the peer-reviewed literature.

DISCUSSION

While there has been some effort to measure GEWE in conflict-affected and other humanitarian settings, measurement has largely focused on violence and security issues. A more comprehensive framework for measuring GEWE in these settings is needed; objective measurement of women's empowerment and gender equality should be prioritized by organizations providing humanitarian aid.

The role of gender power relations on women's health outcomes: evidence from a maternal health coverage survey in Simiyu region, Tanzania

BACKGROUND

Gender is a crucial consideration of human rights that impacts many priority maternal health outcomes. However, gender is often only reported in relation to sex-disaggregated data in health coverage surveys. Few coverage surveys to date have integrated a more expansive set of gender-related questions and indicators, especially in low- to middle-income countries that have high levels of reported gender inequality. Using various gender-sensitive indicators, we investigated the role of gender power relations within households on women's health outcomes in Simiyu region, Tanzania.

METHODS

We assessed 34 questions around gender dynamics reported by men and women against 18 women's health outcomes. We created directed acyclic graphs (DAGs) to theorize the relationship between indicators, outcomes, and sociodemographic covariates. We grouped gender variables into four categories using an established gender framework: (1) women's decision-making, (2) household labor-sharing, (3) women's resource access, and (4) norms/beliefs. Gender indicators that were most proximate to the health outcomes in the DAG were tested using multivariate logistic regression, adjusting for sociodemographic factors.

RESULTS

The overall percent agreement of gender-related indicators within couples was 68.6%. The lowest couple concordance was a woman's autonomy to decide to see family/friends without permission from her husband/partner (40.1%). A number of relationships between gender-related indicators and health outcomes emerged: questions from the decision-making domain were found to play a large role in women's health outcomes, and condoms and contraceptive outcomes had the most robust relationship with gender indicators. Women who reported being able to make their own health decisions were 1.57 times (95% CI: 1.12, 2.20) more likely to use condoms. Women who reported that they decide how many children they had also reported high contraception use (OR: 1.79, 95% CI: 1.34, 2.39). Seeking care at the health facility was also associated with women's autonomy for making major household purchases (OR: 1.35, 95% CI: 1.13, 1.62).

CONCLUSIONS

The association between decision-making and other gender domains with women's health outcomes highlights the need for heightened attention to gender dimensions of intervention coverage in maternal health. Future studies should integrate and analyze gender-sensitive questions within coverage surveys.

Women's autonomy and modern contraceptive use in Ghana: a secondary analysis of data from the 2014 Ghana Demographic and Health Survey

OBJECTIVE

Women's empowerment and autonomy have been proven to promote women's use of modern contraceptives. This study examined women's autonomy as a potential factor for modern contraceptive use among Ghanaian women in a union.

METHOD

We conducted a secondary analysis of data from the 2014 Ghana Demographic and Health Survey. The main outcome measure was current modern contraceptive use from women's self-report. Three composite indices were used to assess women's autonomy: household decision-making, attitudes towards wife-beating, and property ownership.

RESULTS

A total of 4772 non-pregnant women aged 15-49 years in a union were included in the analysis. The mean age was 34.2(±7.97) years, 53.6% received at least secondary education, 87.7% were employed, and 76.5% received family planning information within the last 12 months. The prevalence of modern contraceptive use was 24.8% (95% CI: 22.9-26.7). Women's autonomy was independently associated with modern contraceptive use. Compared with women with low autonomy, women with moderate (AOR= 1.26, 95% CI: 1.02-1.55, p = 0.034) and high autonomy (AOR = 1.34, 95% CI: 1.01-1.79, p = 0.044) had increased odds of modern contraceptive use. Maternal age, education, number of living children, employment, region, and exposure to family planning information were also strongly associated with modern contraceptive use.

CONCLUSIONS

The findings from this study support the assertion that women's autonomy may be vital in promoting the use of modern contraceptives among women in a union in Ghana and other low-income and middle-income countries and should be considered in family planning programs.

Are underprivileged and less empowered women deprived of respectful maternity care: Inequities in childbirth experiences in public health facilities in Pakistan

Background

Attainment of healthcare in respectful and dignified manner is a fundamental right for every woman regardless of the individual status. However, social exclusion, poor psychosocial support, and demeaning care during childbirth at health facilities are common worldwide, particularly in low- and middle-income countries. We concurrently examined how women with varying socio-demographic characteristics are treated during childbirth, the effect of women’s empowerment on mistreatment, and health services factors that contribute to mistreatment in secondary-level public health facilities in Pakistan.

Methods

A cross-sectional survey was conducted during August–November 2016 among 783 women who gave birth in six secondary-care public health facilities across four contiguous districts of southern Sindh. Women were recruited in health facilities and later interviewed at home within 42 days of postpartum using a WHO’s framework-guided 43-item structured questionnaire. Means, standard deviation, and average were used to describe characteristics of the participants. Multivariable linear regression was applied using Stata 15.1.

Results

Women experiencing at least one violation of their right to care by hospital staff during intrapartum care included: ineffective communication (100%); lack of supportive care (99.7%); loss of autonomy (97.5%); failure of meeting professional clinical standards (84.4%); lack of resources (76.3%); verbal abuse (15.2%); physical abuse (14.8%); and discrimination (3.2%). Risk factors of all three dimensions showed significant association with mistreatment: socio-demographic: primigravida and poorer were more mistreated; health services: lesser-education on birth preparedness and postnatal care leads to higher mistreatment; and in terms of women’s empowerment: women who were emotionally and physically abused by family, and those with lack of social support and lesser involvement in joint household decision making with husbands are more likely to be mistreated as compared to their counterparts. The magnitude of relationship between all significant risk factors and mistreatment, in the form of β coefficients, ranged from 0.2 to 5.5 with p-values less than 0.05.

Conclusion

There are glaring inequalities in terms of the way women are treated during childbirth in public health facilities. Measures of socio-demographic, health services, and women’s empowerment showed a significant independent association with mistreatment during childbirth. At the health system level, there is a need for urgent solutions for more inclusive care to ensure that all women are treated with compassion and dignity, complemented by psychosocial support for those who are emotionally disturbed and lack social support.

Do tradeoffs among dimensions of women's empowerment and nutrition outcomes exist? Evidence from six countries in Africa and Asia

Although women's empowerment and gender equality are often linked with better maternal and child nutrition outcomes, recent systematic reviews find inconclusive evidence. This paper applies a comparable methodology to data on the Women's Empowerment in Agriculture Index (WEAI), an internationally-validated measure based on interviews of women and men within the same household, from six countries in Africa and Asia to identify which dimensions of women's empowerment are related to household-, woman-, and child-level dietary and nutrition outcomes. We examine relationships between women's empowerment and household-level dietary diversity; women's dietary diversity and BMI; and child-related outcomes, controlling for woman, child, and household characteristics. We also test for differential associations of women's empowerment with nutrition outcomes for boys and girls. We find few significant associations between the aggregate empowerment scores and nutritional outcomes. The women's empowerment score is positively associated only with child HAZ, while lower intrahousehold inequality is associated with a higher likelihood of exclusive breastfeeding and higher HAZ but with lower BMI. However, analysis of the subdomain indicators finds more significant associations, suggesting that tradeoffs exist among different dimensions of empowerment. Women's empowerment accounts for a small share of the variance in nutritional outcomes, with household wealth and country-level factors accounting for the largest share of the variation in household and women's dietary diversity. In contrast, most of the variation in child outcomes comes from child age. Improving nutritional outcomes requires addressing the underlying determinants of poor nutrition in addition to empowering women and improving gender equality.

Maternal caregiving capabilities are associated with child linear growth in rural Zimbabwe

Between birth and 2 years, children's well-being depends on the quality of care they receive from caregivers, primarily their mothers. We developed a quantitative survey instrument to assess seven psychosocial characteristics of women that determine their caregiving ability ('maternal capabilities': physical health, mental health, decision-making autonomy, social support, mothering self-efficacy, workload and time stress, and gender norm attitudes). We measured maternal capabilities in 4,025 mothers and growth in their 4,073 children participating in the Sanitation Hygiene Infant Nutrition Efficacy (SHINE) trial in rural Zimbabwe. We used generalized estimating equation models with exchangeable correlation structure to test the association between each maternal capability during pregnancy, and infant length-for-age Z (LAZ) at 18 months, accounting only for within-cluster correlation and intervention arms in unadjusted analyses and for potential confounders in adjusted analyses to examine the association between each capability, assessed during pregnancy, with child LAZ at 18 months of age. In adjusted models, each unit increase in gender norm attitudes score (reflecting more equitable gender norm attitudes) was associated with +0.09 LAZ (95% CI: 0.02, 0.16) and a decreased odds of stunting (adjusted odds ratio [AOR]: 0.86; 95% CI: 0.74, 1.01); each unit increase in social support score was associated with +0.11 LAZ (95% CI: 0.05, 0.17, p < 0.010) and decreased odds of stunting (AOR: 0.83; 95% CI: 0.73, 0.96). Each unit increase in decision-making autonomy was associated with a 6% reduced odds of stunting (AOR: 0.94; 95% CI: 0.89, 0.996, p = 0.04). Interventions and social programming that strengthen these maternal capabilities may improve child nutritional status.

Traditional Societal Practices Can Avert Poor Dietary Habits and Reduce Obesity Risk in Preschool Children of Mothers with Low Socioeconomic Status and Unemployment

Healthy nutritional habits are of vital importance for good health and quality of life for all individuals in all life stages. Nutritional habits shaped in early childhood set the foundation for future dietary practices applied through lifespan, hence informing risk towards chronic diseases. A key contributor to child health is maternal impact. A healthy childhood status translates into increased lifespan, health, and life-quality, as well as better family and social interactions and improved academic performance. These conditions can contribute to a healthier and more vibrant workforce, and thus extend positive impact on the economic and overall development of a country. Evidence related to maternal impact on childhood dietary habits is limited in Turkey, an emerging economy with notable disparities and a significant segment (approximately one third) of its 83 million population under the age of 30. Hence, the aim of this study was to investigate the relationship between the socioeconomic status (SES) of mothers on the dietary habits of their preschool children. A pilot cross-sectional observational study was conducted involving the mothers of 109 preschool children aged 4-6 years. Data on the nutritional status of children were collected through a food frequency questionnaire and a 24-h recall interview, while sociodemographic information was also collected, and statistical analyses conducted. An unexpected finding regarding the lack of association between the socioeconomic and employment status of mothers and the nutritional intakes of their children was observed. Interestingly, it appears that more traditional societal and nutritional practices typically undertaken in the case of lower SES, especially in more traditional settings like the case of Turkey, appear to extend a protective effect as per the nutritional habits and ensuing obesity risk in the case of children of women with lower SES. Another way to interpret our finding is that the difference in education and SES is not adequate to produce a significant effect in terms of children dietary intake. This is an interesting finding that warrants further study. Additionally, such studies serve to increase awareness about the importance of healthy nutritional practices in preschool children and the critical role of the mother on their nutritional status, particularly in the Turkish idiosyncratic setting.

Temporal relationship between Women's empowerment and utilization of antenatal care services: lessons from four National Surveys in sub-Saharan Africa

Background

In November 2016, the WHO four-visit focused antenatal care (FANC) model adopted in sub-Saharan Africa (SSA) was reverted to eight contacts or more as a response to reducing the global perinatal and maternal deaths and in achieving the sustainable development goal (SDG) 3. Women’s empowerment, which connote the social standing, position and the ability of women to make life decisions and choices has been associated with the maternal health seeking behaviour and outcomes. This study examined the association between women’s empowerment and the WHO ANC model of eight visits or more, and early first antenatal visit among pregnant women. In addition, we explored the association between women’s empowerment and the WHO FANC model to allow for comparison for countries that have not adopted the recent WHO ANC model.

Methods

The most recent (2018) Demographic and Health Survey (DHS) datasets conducted in SSA were used for analyses. We used all available indicators of women’s empowerment captured in the DHS. The 30 variables on women’s empowerment were classified into eight components using exploratory factor analysis. We fitted separate ordinal logistic regression to assess association between antenatal care utilization (number of visits and time of first antenatal visit) and women empowerment factors while adjusting for other covariates. Analysis was performed with STATA 15.0 and adjusted for complex survey design, p-value< 0.05 were used for interpretation of results.

Results

The proportion of women who attended eight or more ANC visits were 1.4, 2.7 and 3.5% in Zambia, Guinea and Mali, respectively. Zambia had the lowest prevalence of 8 or more ANC visits also had the highest prevalence of at least 4 visits (63.8%) and early first ANC visit (38.2%), while Nigeria with the highest prevalence of women with at least 8 visits (17.7%) had the lowest prevalence (17.6%) of women that attended ANC visit in their first trimester. Women’s empowerment was associated with more ANC visits and attending first ANC visit in the first trimester. However, these association with the women empowerment components varied significantly across the four SSA countries.

Conclusion

This study highlights the significant impact of women’s empowerment as a key factor for improving maternal health outcomes in SSA. It is imperative that government and development partners invest more on empowerment of women as part of strategic intervention to improve maternal health outcomes.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12884-021-03679-8.

Gender discrimination as a barrier to high-quality maternal and newborn health care in Nigeria: findings from a cross-sectional quality of care assessment

BACKGROUND

Poor reproductive, maternal, newborn, child, and adolescent health outcomes in Nigeria can be attributed to several factors, not limited to low health service coverage, a lack of quality care, and gender inequity. Providers' gender-discriminatory attitudes, and men's limited positive involvement correlate with poor utilization and quality of services. We conducted a study at the beginning of a large family planning (FP) and maternal, newborn, child, and adolescent health program in Kogi and Ebonyi States of Nigeria to assess whether or not gender plays a role in access to, use of, and delivery of health services.

METHODS

We conducted a cross-sectional, observational, baseline quality of care assessment from April-July 2016 to inform a maternal and newborn health project in health facilities in Ebonyi and Kogi States. We observed 435 antenatal care consultations and 47 births, and interviewed 138 providers about their knowledge, training, experiences, working conditions, gender-sensitive and respectful care, and workplace gender dynamics. The United States Agency for International Development's Gender Analysis Framework was used to analyze findings.

RESULTS

Sixty percent of providers disagreed that a woman could choose a family planning method without a male partner's involvement, and 23.2% of providers disagreed that unmarried clients should use family planning. Ninety-eight percent believed men should participate in health services, yet only 10% encouraged women to bring their partners. Harmful practices were observed in 59.6% of deliveries and disrespectful or abusive practices were observed in 34.0%. No providers offered clients information, services, or referrals for gender-based violence. Sixty-seven percent reported observing or hearing of an incident of violence against clients, and 7.9% of providers experienced violence in the workplace themselves. Over 78% of providers received no training on gender, gender-based violence, or human rights in the past 3 years.

CONCLUSION

Addressing gender inequalities that limit women's access, choice, agency, and autonomy in health services as a quality of care issue is critical to reducing poor health outcomes in Nigeria. Inherent gender discrimination in health service delivery reinforces the critical need for gender analysis, gender responsive approaches, values clarification, and capacity building for service providers.

Women's Political Leadership and Adult Health: Evidence from Rural and Urban China

This study examined the role of women's political leadership at the community level in China, a context that has experienced recent political and socioeconomic change and has a distinctive rural-urban divide. Drawing on longitudinal data from the China Family Panel Studies (N range = 40,918-52,406 person-year observations), we found that female community directors outnumbered male directors in urban China but were much less common in rural areas. Female community directors had higher levels of human capital regardless of rural or urban location. Residents living in female-directed communities reported better mental health but not physical health or life satisfaction compared to those living in male-directed communities, and this association was most robust among rural women. For rural women, the mental health benefit of living in female-directed communities was partially explained by reduced personal experience of gender discrimination, suggesting that female leadership fosters ideational change toward women that lowers discriminatory behaviors among constituents.

Women's empowerment for abortion and family planning decision making among marginalized women in Nepal: a mixed method study

Background

Women’s empowerment is multidimensional. Women’s education, employment, income, reproductive healthcare decision making, household level decision making and social status are vital for women’s empowerment. Nepal is committed to achieving women empowerment and gender equality, which directly affects the reproductive health issues. This can be achieved by addressing the issues of the poor and marginalized communities. In this context, we aimed to find the association of women’s empowerment with abortion and family planning decision making among marginalized women in Nepal.

Methods

A cross sectional study was conducted at selected municipalities of Morang district of Nepal from February 2017 to March 2018. A mixed method approach was used, where 316 married marginalized women of reproductive age (15–49 years) and 15 key informant interviews from representative healthcare providers and local leaders were taken. From key informants, data were analysed using the thematic framework method. Findings obtained from two separate analyses were drawn together and meta inferences were made.

Results

Women’s empowerment was above average, at 50.6%. Current use of modern contraceptives were more among below average empowerment groups (p 0.041, OR 0.593 C.I. 0.36–0.98). We could not find any statistically significant differences among levels of women’s empowerment, including those women with abortion knowledge (p 0.549); family planning knowledge (p 0.495) and women’s decision for future use of modern contraceptives (p 0.977). Most key informants reported that unsafe abortion was practiced.

Conclusions

Women’s empowerment has no direct role for family planning and abortion decision making at marginalized communities of Morang district of Nepal. However, different governmental and non-governmental organizations influence woman for seeking health care services and family planning in rural community of Nepal irrespective of empowerment status.

"But I Gathered My Courage": HIV Self-Testing as a Pathway of Empowerment Among Ugandan Female Sex Workers

HIV self-testing (HIVST) increases HIV testing in diverse populations, but little is known about the experiences of individuals who self-test. We used a five-step framework approach to analyze 62 qualitative interviews with 33 female sex workers (FSWs) participating in an HIVST trial in urban Uganda. Notions of empowerment emerged from the data, and findings were interpreted based on Kabeer's empowerment framework of resources, agency, and achievements. We found that access to HIVST bolstered empowerment because it increased participant's time and money (resources), control of testing circumstances and status disclosure (agency), and sense of competency (achievements). In addition, we found that knowledge of HIV status empowered participants to better control HIV-related behaviors (agency) and recognize a new sense of self (achievements). This suggests that the availability of HIVST can facilitate feelings of empowerment, meriting a higher awareness for benefits outside of linkage to HIV treatment and prevention services.

Maternal Undernutrition before and during Pregnancy and Offspring Health and Development

Maternal undernutrition remains a critical public health problem. There are large regional and within-country disparities in the burden of underweight, anemia, and micronutrient deficiencies across the globe. Driving these disparities are complex and multifactorial causes, including access to health services, water and sanitation, women's status, and food insecurity as well as the underlying social, economic, and political context. Women's health, nutrition, and wellbeing across the continuum of preconception to pregnancy are critical for ensuring positive pregnancy and long-term outcomes for both the mother and child. In this review, we summarize the evidence base for nutrition interventions before and during pregnancy that will help guide programs targeted towards women's nutrition. Growing evidence from preconception nutrition trials demonstrates an impact on offspring size at birth. Preconception anemia and low preconception weight are associated with an increased risk of low birth weight and small for gestational age births. During pregnancy, several evidence-based strategies exist, including balanced-energy protein supplements, multiple micronutrient supplements, and small-quantity lipid nutrient supplements for improving birth outcomes. There, however, remain several important priority areas and research gaps for improving women's nutrition before and during pregnancy. Further progress is needed to prioritize preconception nutrition and access to health and family planning resources. Additional research is required to understand the long-term effects of preconception and pregnancy interventions particularly on offspring development. Furthermore, while there is a strong evidence base for maternal nutrition interventions, the next frontier requires a greater focus on implementation science and equity to decrease global maternal undernutrition disparities.

Spatial clusters distribution and modelling of health care autonomy among reproductive-age women in Ethiopia: spatial and mixed-effect logistic regression analysis

BACKGROUND

While millions of women in many African countries have little autonomy in health care decision-making, in most low and middle-income countries, including Ethiopia, it has been poorly studied. Hence, it is important to have evidence on the factors associated with women's health care decision making autonomy and the spatial distribution across the country. Therefore, this study aimed to investigate the spatial clusters distribution and modelling of health care autonomy among reproductive-age women in Ethiopia.

METHODS

We used the 2016 Ethiopian Demographic and Health Survey (EDHS) data for this study. The data were weighted for design and representativeness using strata, weighting variable, and primary sampling unit to get a reliable estimate. A total weighted sample of 10,223 married reproductive-age women were included in this study. For the spatial analysis, Arc-GIS version 10.6 was used to explore the spatial distribution of women health care decision making and spatial scan statistical analysis to identify hotspot areas. Considering the hierarchical nature of EDHS data, a generalized linear mixed-effect model (mixed-effect logistic regression) was fitted to identify significant determinants of women's health care decision making autonomy. The Intra-Class Correlation (ICC) were estimated in the null model to estimate the clustering effect. For model comparison, deviance (-2LLR), Akakie Information Criteria (AIC), and Bayesian Information Criteria (BIC) parameters were used to choose the best-fitted model. Variables with a p-value < 0.2 in the bivariable analysis were considered for the multivariable analysis. In the multivariable mixed-effect logistic regression analysis, the Adjusted Odds Ratio (AOR) with 95% Confidence Interval (CI) were reported to declare the strength and significance of the association between women's decision-making autonomy and independent variables.

RESULTS

In this study, about 81.6% (95% CI: 80.6%, 82.2%) of women have autonomy in making health care decisions. The spatial distribution of women's autonomy in making health decisions in Ethiopia was non-random (global Moran's I = 0.0675, p < 0.001). The significant hotspot areas of poor women's autonomy in making health care decisions were found in north Somali, Afar, south Oromia, southwest Somali, Harari, and east Southern Nations Nationalities and Peoples (SNNP) regions. In the mixed-effect logistic regression analysis; being urban (AOR = 1.59, 95% CI: 1.04, 2.45), having secondary education (AOR = 1.60, 95% CI: 1.06, 2.41), having an occupation (AOR = 1.19, 95% CI: 1.01, 1.40) and being from the richest household (AOR = 2.14, 95% CI: 1.45, 3.14) were significantly associated with women autonomy in deciding for health care.

CONCLUSIONS

The spatial distribution of women's autonomy in making the decision for health care was non-random in Ethiopia. Maternal education, residence, household wealth status, region, and maternal occupation were found to influence women's autonomy. Public health interventions targeting the hotspot areas of poor women autonomy through enhancing maternal occupation and employment is needed to improve women empowerment in making decisions for health care.

Exploring the impact of a community participatory intervention on women's capability: a qualitative study in Gulu Northern Uganda

Background

Community participatory interventions mobilizing women of childbearing age are an effective strategy to promote maternal and child health. In 2017, we implemented this strategy in Gulu Northern Uganda. This study explored the perceived impact of this approach on women's capability.

Methods

We conducted a qualitative study based on three data collection methods: 14 in-depth individual interviews with participating women of childbearing age, five focus group discussions with female facilitators, and document analysis. We used the Sen capability approach as a conceptual framework and undertook a thematic analysis.

Results

Women adopted safe and healthy behaviors for themselves and their children. They were also able to respond to some of their family's financial needs. They reported a reduction in domestic violence and in mistreatment towards their children. The facilitators perceived improved communication skills, networking, self-confidence, and an increase in their social status. Nevertheless, the women still faced unfreedoms that deprived them of living the life they wanted to lead. These unfreedoms are related to their lack of access to economic opportunities and socio-cultural norms underlying gender inequalities.

Conclusion

To expand women's freedoms, we need more collective political actions to tackle gender inequalities and need to question the values underlying women's social status.

Empowerment and health care access barriers among currently married women in Myanmar

BACKGROUND

Although Myanmar is moving to attain UHC in 2030, health care utilization indicators are still low, especially among women. Women's health outcomes are determined by the lack of access to health care, and many factors influence this condition. The objective of the present work was to identify the association between women's empowerment and barriers to accessing health care among currently married women in Myanmar.

METHOD

We performed a secondary analysis using the Myanmar Demographic and Health Survey (2015-16), including 7759 currently married women aged 15-49 years. The outcome variable, barriers to accessing health care, were asked about in terms of whether the respondent faced barriers to getting permission to go, getting money to go, the distance to the health facility, and not wanting to go alone. The variables were recoded into zero, one, and more than one barrier. After performing the exploratory factor analysis for women's empowerment indicators (decision-making power and disagreement to justification to wife-beating), a multinomial logistic regression was carried out.

RESULTS

Among currently married women, 48% experienced no barriers when accessing health care services, 21.9% had one barrier, and 30.1% had more than one barrier. After the exploratory factor analysis, scores were recoded into three levels. Women with low and middle empowerment had 1.5 odds (AOR 1.5, 95% CI: 1.2-1.8) and 1.5 odds (AOR 1.5, 95% CI: 1.3-1.9), respectively, to have barriers to accessing health care when compared to those with high empowerment for one barrier group. For the women who had more than one barrier, women with low empowerment were 1.4 times more likely (AOR 1.4, 95% CI: 1.1-1.7) to experience barriers in comparison to women with high empowerment. The barriers were seen to be reduced in the case of women who had a high level of education, had fewer children, came from rich households, and lived in urban areas.

CONCLUSION

When women are more empowered, they tend to face fewer barriers when accessing health care services. This finding could contribute to the policy formulation for reducing health inequity issues by increasing women's empowerment.

Women's Empowerment and Child Vaccination in Kenya: The Modifying Role of Wealth

INTRODUCTION

Although vaccination coverage is high in Kenya relative to other African nations, undervaccinated children remain, making it important to identify characteristics of these children and their caregivers. Potentially relevant but understudied factors are women's empowerment and early marriage. Women who marry older and have more autonomous decision-making authority may be better able to ensure their children receive health services, including immunizations. This analysis examines the relationship between early marriage and multiple dimensions of women's empowerment and child vaccination status in Kenya and explores whether these relationships are modified by wealth.

METHODS

Data were from the 2014 Kenya Demographic and Health Survey. The analysis was completed in 2020 using updated data made available to researchers in 2019. Logistic regressions assessed relationships among early marriage, 3 dimensions of women's empowerment (enabling conditions, intrinsic agency, and instrumental agency), and child vaccination. Analyses were stratified by wealth to explore potential effect modification.

RESULTS

For women in the middle wealth tertile, the odds of having a fully vaccinated child were 3.45 (95% CI=1.51, 7.91) times higher for those with higher versus lower empowerment. Further, among the wealthiest women, those with middle empowerment were 5.99 (95% CI=2.06, 17.40) times more likely to have a fully vaccinated child than women with lower empowerment.

CONCLUSIONS

Results suggest a threshold effect of wealth's role in the relationship between empowerment and vaccination. Enabling conditions may not influence immunization among the poorest women but exert a stronger positive influence on childhood vaccination among wealthier women.

SUPPLEMENT INFORMATION

This article is part of a supplement entitled Global Vaccination Equity, which is sponsored by the Global Institute for Vaccine Equity at the University of Michigan School of Public Health.