Women's empowerment and fertility preferences in high fertility countries in Sub-Saharan Africa

Demand for family planning satisfied by modern methods in Ghana: trends and inequalities (2013-2022)

BACKGROUND

In Ghana, while coverage of demand for family planning satisfied by modern methods (mDFPS) has increased, substantial inequalities persist across demographic and geographic factors. This study aims to assess mDFPS trends from 2013 to 2022, with a focus on inequalities related to residence, education, and wealth, and identifying the determinants of mDFPS.

METHODS

Using data from Performance Monitoring Action (PMA) (2013-2017) and Ghana Demographic and Health Survey (DHS) (2022), an evaluation of the trends of demand for family planning satisfied by modern methods (mDFPS) was assessed from 2013 to 2022 with the corresponding annual average rate of change. Absolute complex measures of inequalities (SII and WMADM) were used to identify wealth, education and regional related inequalities in mDFPS coverage. A binary logistic regression was used to assess factors influencing mDFPS.

FINDINGS

The coverage of women with a demand for family planning satisfied with modern methods increased from 33.0% to 49.5% between 2013 to 2022. An overall 3.8% annual increase in mDFPS was observed from 2013 to 2022. A decreasing trend in wealth, education and regional inequalities were observed over the years. However, women with no education and those from the Northern region of Ghana have consistently had the lowest mDFPS coverage over the years, and they continue to lag. Women aged 20-35 have a 28% increase in odds [95%CI:1.01-1.63; p = 0.038] of family planning satisfaction by modern methods compared to those aged 15-19. Mothers currently working have a 27% increased odds of family planning satisfaction by modern methods compared to those who are not working [95%CI: 1.07-1.51; P = 0.007]. Furthermore, women who are married or co-habiting have a 33% decrease in odds of family planning satisfaction by modern methods compared to those who are single [95%CI: 0.56-0.84; P < 0.001].

CONCLUSION

Reductions in educational and wealth-related inequalities in mDFPS coverage have been observed over time; however, persistent challenges emphasize the need for targeted interventions. Prioritizing equitable access for poorer, less educated women and addressing regional disparities, particularly in the Northern region of Ghana, are crucial to achieving inclusive family planning services.

The Role of Women's Empowerment in Fertility Preferences and Outcomes: Analysis of the 2017 Indonesia Demographic and Health Survey

BACKGROUND

With a population of 275 million, Indonesia is the world's fourth most populous country and has made considerable efforts to reduce its Total Fertility Rate from 5.6 in 1971 to a target of 2.1 by 2024. Women's empowerment has been identified as a critical factor influencing fertility dynamics, gender equality, reproductive autonomy, and broader socioeconomic development. This study examines the association between four dimensions of women's empowerment and three fertility-related outcomes among married women aged 22 years and older in Indonesia.

METHODS

We used cross-sectional data from 34,017 married women participating in the 2017 Indonesia Demographic and Health Survey (IDHS). An outcome-wide analytical approach was adopted to explore three outcomes: total number of children ever born, ideal number of children, and fertility preference alignment, i.e. whether actual fertility matched stated preferences. Four empowerment domains were assessed: household decision-making, attitudes toward wife beating, attitudes toward refusing sex, and labour force participation. Stepwise multivariate Poisson regression modelling was applied, adjusting for key demographic and socioeconomic covariates.

RESULTS

Our study found that the association between each type of women's empowerment and fertility-related outcomes varied, reinforcing the notion that empowerment does not uniformly affect reproductive behaviour. Among the four empowerment indicators, rejecting all justifications for wife beating emerged as the most consistent and significant predictor across all fertility outcomes. It was association with fewer children ever born (β = 0.03), a lower ideal number of children (β = 0.04), and a higher likelihood of meeting fertility preferences (PR = 1.02). Attitudes toward refusing sex were also significantly associated with fewer children (β = 0.02) and lower fertility ideals (β = 0.07). However, participation in decision-making and labour force participation showed mixed or non-significant associations, indicating that different empowerment dimensions may influence reproductive behaviour in diverse ways.

CONCLUSIONS

Women's empowerment - particularly in the domains of gender-based violence and sexual autonomy - is closely linked to fertility preferences and behaviours. The findings underscore that empowerment is a multidimensional construct, with varying influences across its domains. Strengthening women's autonomy and addressing gender-based violence are essential steps toward enhancing reproductive rights and achieving Sustainable Development Goal 5 in Indonesia. Gender-sensitive data systems and interventions tailored to different aspects of empowerment are urgently needed.

Female Circumcision and Sexual Negotiation Ability of Ethiopian Women

The following study attempts to assess the link between the circumcision status of Ethiopian women and their ability to negotiate sex. From the 2016 Ethiopian Demographic and Health Survey, we analyzed a subsample of 3,445 women aged 15 to 49. Women's sexual negotiation ability was measured by their ability to ask for condom and their ability to refuse sex. We performed a univariate, bivariate, and multiple logistic regression analysis. In the final analysis, only education, residence, media access, and sexually transmitted infections knowledge were independently associated with the sexual negotiation ability of women. Circumcision status was not associated with sexual negotiation ability.

Exploring machine learning algorithms for predicting fertility preferences among reproductive age women in Nigeria

Background

Fertility preferences refer to the number of children an individual would like to have, regardless of any obstacles that may stand in the way of fulfilling their aspirations. Despite the creation and application of numerous interventions, the overall fertility rate in West African nations, particularly Nigeria, is still high at 5.3% according to 2018 Nigeria Demographic and Health Survey data. Hence, this study aimed to predict the fertility preferences of reproductive age women in Nigeria using state-of-the-art machine learning techniques.

Methods

Secondary data analysis from the recent 2018 Nigeria Demographic and Health Survey dataset was employed using feature selection to identify predictors to build machine learning models. Data was thoroughly assessed for missingness and weighted to draw valid inferences. Six machine learning algorithms, namely, Logistic Regression, Support Vector Machine, K-Nearest Neighbors, Decision Tree, Random Forest, and eXtreme Gradient Boosting, were employed on a total sample size of 37,581 in Python 3.9 version. Model performance was assessed using accuracy, precision, recall, F1-score, and area under the receiver operating characteristic curve (AUROC). Permutation and Gini techniques were used to identify the feature's importance.

Results

Random Forest achieved the highest performance with an accuracy of 92%, precision of 94%, recall of 91%, F1-score of 92%, and AUROC of 92%. Factors influencing fertility preferences were number of children, age group, and ideal family size. Region, contraception intention, ethnicity, and spousal occupation had a moderate influence. The woman's occupation, education, and marital status had a lower impact.

Conclusion

This study highlights the potential of machine learning for analyzing complex demographic data, revealing hidden factors associated with fertility preferences among Nigerian women. In conclusion, these findings can inform more effective family planning interventions, promoting sustainable development across Nigeria.

Decoding fertility behaviour of married women in Zambia: A multipronged analysis of bio-demographic, socio-economic and intermediate factors

Despite national efforts and a decrease in total fertility rate, Zambia's fertility remains high compared to global and regional averages. While previous research has examined the influence of bio-demographic and socio-economic factors, it has neglected the role of overlooked intermediate variables such as age at first marriage, contraception use, and abortion. This study investigated the influence of these variables, while controlling for bio-demographic and socio-economic factors, on women's fertility behaviour in Zambia. The study drew upon data from three cross-sectional Zambia Demographic Health Surveys (2007, 2013-14, 2018) to investigate fertility behaviour among 18,299 married women, measured by the number of children ever born (CEB). Descriptive and inferential statistical analyses, including Analysis of Variance and Negative Binomial regression, were conducted using Stata 14.2 to identify factors associated with women's fertility behaviour. The regression results are presented as adjusted incidence rate ratios with confidence intervals. Married Zambian women's fertility behaviours, as measured by CEB are concerning, and exhibit patterns influenced by intermediate factors like age at first marriage and abortion. Early marriage, specifically before the age of 18, is associated with higher likelihood of having more CEB than those who married at 18 years or above (AIRR = 1.10, 95% CI: 1.07-1.14 in 2007; AIRR = 1.10, 95% CI: 1.10-1.12 in 2013; and AIRR = 1.07, 95% CI: 1.05-1.10). Conversely, married women who reported having had an abortion were more likely to have fewer CEB. In 2018, women with a history of abortion had lower likelihood of higher CEB compared to those without (AIRR = 0.94, 95% CI: 0.91-0.97). Besides, demographic and socio-economic factors such as age, education level, geographic location, and decision-making autonomy were found to significantly impact women's fertility behaviour. This study shows that the two intermediate variables of age at first marriage and a history of prior abortion are more influential on women fertility behaviour than contraception among married women in Zambia. To effectively address stalled fertility and improve women's reproductive health, policies should address early marriage, enhance access to sexual reproductive healthcare, and empower women to enable them make informed reproductive decision-making.

Attitudes toward sexual and reproductive health and rights and their associations with reproductive agency: a population-based cross-sectional study in Ethiopia, Kenya, and Zimbabwe

We investigated the association between values and attitudes toward sexual and reproductive health and rights (SRHR) and gender equality, with reproductive agency in Ethiopia, Kenya, and Zimbabwe. Using 2020-21 World Values Survey (WVS) data (n = 3096), we utilised the SRHR Support Index including five subindices to gauge SRHR attitudes, the WVS Equality Index for gender equality values, and the perceived level of freedom of choice and control over whether, when, and how many children to have as a proxy for reproductive agency. Descriptive statistics, bivariate, and multivariable logistic regressions were used to analyse how values and attitudes differed between respondents of high vs low reproductive agency using the median as cut-off, stratified by country and sex. Country, education, subjective social class, and religion were associated with reproductive agency. Adjusted analyses indicated associations between supportive values and attitudes towards equitable masculinity norms, SRHR interventions and gender equality, with high reproductive agency. Associations varied more between countries than by sex. Findings suggest an association between SRHR and gender equality values and attitudes and the level of reproductive agency, and underscore the importance of addressing values and attitudes in context-specific interventions. Measures of SRHR progress should be critically reviewed and complemented with self-assessed - as opposed to researcher-ascribed - items to support the successful implementation of global SRHR agendas.

Construction of women's empowerment index for Bangladesh

Introduction

This study is dedicated to refining and enhancing the measurement model of women's empowerment in Bangladesh. Women's empowerment, a crucial and multifaceted aspect of societal growth, is often hindered by gender disparities. This is particularly evident in societies like Bangladesh, where women face inequalities in education, economic opportunities, and decision-making power. To address these disparities effectively, it is essential to have a comprehensive understanding of women's empowerment. Therefore, this study aims to refine and enhance the measurement model to capture the multifaceted nature of women's empowerment accurately.

Methods

To gather data for this study, a structured questionnaire was administered to married women of reproductive age (15-49) in eight Mouza/Mohalla in Dhaka, Bangladesh. This unique approach allowed us to capture a diverse range of perspectives. We used thirty-three indicators across economic, socio-cultural, household, and psychological dimensions to measure women's empowerment. The sample data were then randomly divided for exploratory factor analysis (EFA) and Confirmatory Factor Analysis (CFA) to identify and validate a comprehensive multidimensional framework.

Results

Out of 625 respondents, only 36% of women worked, and ~39% married before age 18. Employing thirty-three items in EFA led to identifying eight critical factors (economic independence, control over household financial decisions, household decision-making, reproductive decision-making, freedom of movement, media exposure, positive self-esteem, and negative self-esteem). These factors, which explained 72.661% of the total variance in the data, provide a practical framework for understanding and addressing women's empowerment. Each component was then divided into two sub-dimensions to acquire a better understanding. The CFA indicated a good model fit for each dimension, and convergent and discriminant validity assessments were used to establish reliability and validity, further enhancing the practical implications of our findings.

Conclusions

The results of our rigorous exploratory and confirmatory factor analyses not only confirmed the sample structures and internal consistency but also provided significant insights. The findings suggested an adequate fit for all CFA models, indicating the robustness of our measurement model. According to the CFA results, each dimension's variables are satisfactory, and all the dimensions can be combined to create a single index measuring women's empowerment. This comprehensive understanding of women's empowerment, with its specific dimensions and factors, equips policymakers and practitioners with the knowledge to develop a wide range of interventions appropriate to particular facets of empowerment, thereby fostering societal growth and gender equality.

Impacts of inequalities in utilization of key maternal health service on fertility preference among high parity women in four selected regions of Ethiopia

BACKGROUND

Fertility is one of the three main components which determines the size, structure, and composition of a population, and fertility preferences are important measures for forecasting fertility levels of a population. Therefore, this study aims to assess the impacts of the inequalities in the utilization of key maternal health services on fertility preference among high parity women in four selected regions (i.e., Afar, Beninshangul-Gumuz, Gambella and Somali) of Ethiopia.

METHODS

The study used data collected for the 2016 Ethiopian Demographic and Health Surveys (EDHS) survey. It includes a total of 977 high parity women (104 urban and 873 rural) residing in the four regions of the study. Bivariate logistic regression was used to select the potential variables by using a cut off p-value < 0.2 and then the multivariable logistic regression analyses were performed to assess the association between the selected explanatory variables (i.e., control and exposure variables) and the outcome variable (i.e. fertility preference). Further, the study employed a Population Attributable Fractions (PAFs) to examine the population level impacts of the inequalities in maternal and child health service variables on fertility preference.

RESULTS

The results showed that religion, household wealth index, place of delivery and contraceptive use were significantly associated with fertility preference. The results of the PAFs analysis indicated that contraceptive use had the biggest impact (80%), meaning that non-use of contraceptive increased fertility preference among women in the four regions. Similarly, out of health facility delivery increased fertility preference by 37%.

CONCLUSION

The study findings underscore the critical factors influencing women's fertility preferences in the studied regions. Low utilization of maternal health services had an impact on fertility preference, accounting for more than half of the observed variations in fertility preferences. To address this issue, targeted interventions are recommended: enhancing access to maternal health services, strengthening fertility control programs, promoting the benefits of using these services, and actively addressing inequalities.

Progress towards universal health coverage and inequalities in infant mortality: an analysis of 4·1 million births from 60 low-income and middle-income countries between 2000 and 2019

BACKGROUND

Expanding universal health coverage (UHC) might not be inherently beneficial to poorer populations without the explicit targeting and prioritising of low-income populations. This study examines whether the expansion of UHC between 2000 and 2019 is associated with reduced socioeconomic inequalities in infant mortality in low-income and middle-income countries (LMICs).

METHODS

We did a retrospective analysis of birth data compiled from Demographic and Health Surveys (DHSs). We analysed all births between 2000 and 2019 from all DHSs available for this period. The primary outcome was infant mortality, defined as death within 1 year of birth. Logistic regression models with country and year fixed effects assessed associations between country-level progress to UHC (using WHO's UHC service coverage index) and infant mortality (overall and by wealth quintile), adjusting for infant-level, mother-level, and country-level variables.

FINDINGS

A total of 4 065 868 births to 1 833 011 mothers were analysed from 177 DHSs covering 60 LMICs between 2000 and 2019. A one unit increase in the UHC index was associated with a 1·2% reduction in the risk of infant death (AOR 0·988, 95% CI 0·981-0·995; absolute measure of association, 0·57 deaths per 1000 livebirths). An estimated 15·5 million infant deaths were averted between 2000 and 2019 because of increases in UHC. However, richer wealth quintiles had larger associated reductions in infant mortality from UHC (quintile 5 AOR 0·983, 95% CI 0·973-0·993) than poorer quintiles (quintile 1 0·991, 0·985-0·998). In the early stages of UHC, UHC expansion was generally beneficial to poorer populations (ie, larger reductions in infant mortality for poorer households [infant deaths per 1000 per one unit increase in UHC coverage: quintile 1 0·84 vs quintile 5 0·59]), but became less so as overall coverage increased (quintile 1 0·64 vs quintile 5 0·57).

INTERPRETATION

Since UHC expansion in LMICs appears to become less beneficial to poorer populations as coverage increases, UHC policies should be explicitly designed to ensure lower income groups continue to benefit as coverage expands.

FUNDING

UK National Institute for Health and Care Research.

Prevalence and factors associated with intention to use contraceptives among women of reproductive age: a multilevel analysis of the 2018 Guinea demographic and health survey

BACKGROUND

Contraceptive use is a key indicator of improving the health and well-being of women, mothers and their families, preventing unwanted pregnancies, and reducing maternal and child mortalities. Despite a lot of investments from the Government of Guinea to improve contraceptive use, studies reveal that contraceptive use still remains low in Guinea. However, the intention to use contraceptives in Guinea has not been well examined. Therefore, this study seeks to examine the factors associated with the intention to use contraceptives among women of reproductive age in Guinea.

METHODS

The study made use of data from the Guinea Demographic and Health Survey (GNDHS) conducted in 2018. For this study, we included a weighted sample of 6,948 women who were either married or cohabiting and responded to all the variables of interest. The data were analyzed using Stata version 14.2. Descriptive and multilevel logistic regression were carried out to examine the factors associated with the intention to use contraceptives. The results of multilevel logistic regression were presented using adjusted odds ratios at 95% confidence intervals and p-value < 0.05 to determine the significant associations.

RESULTS

The prevalence of intention-to-use contraceptives among women was 19.8% (95% CI18.3%-21.5%). Women with secondary/higher educational levels [aOR = 1.58, 95% CI = 1.26-1.99], women whose partners had secondary/higher educational level [aOR = 1.26, 95% CI = 1.04-1.52], women who were cohabiting [aOR = 1.74, 95% CI = 1.13-2.68] and were exposed to mass media [aOR = 1.60, 95% CI = 1.35-1.89] were likely to have higher intentions to use contraceptives. Additionally, women from the Kankan Region [aOR = 4.26, 95% CI = 2.77-6.54] and women who belong to the richer wealth quintile [aOR = 1.36, 95% CI = 0.91-1.89] were likely to have higher odds of intentions to use contraceptives. However, women aged 45-49 years, those from the Peulh ethnic group, and those who lack the competence to make healthcare decisions alone had lower odds of intention to use contraceptives.

CONCLUSION

The study revealed a low prevalence of intention to use contraceptives among women of reproductive age in Guinea. The study has highlighted that both individual-level and household/community-level factors were significantly associated with the intention to use contraceptives. Therefore, policymakers and stakeholders need to consider these factors discussed in this paper when developing policies and interventions to promote and enhance intention-to-use contraceptives among women of reproductive age in Guinea. The findings call on the Government of Guinea and all stakeholders in Guinea to ensure that female education is promoted to help improve their social status, decision-making on fertility, and reduce fertility rates and maternal mortality.

Elements of cultural scripts of trauma sequelae among trauma victims in East Africa

Background

As a new, unifying approach to mapping the cultural expressions of trauma sequelae, cultural scripts of trauma sequelae are empirically investigated here for the first time in a primarily qualitative study. Elements of Cultural Scripts of Trauma (CST) include the typical symptoms and appraisals of changes of those who have experienced traumatic events. These elements refer to the value orientations in the given culture.

Aims

To identify post-traumatic cultural scripts' elements and their groupings, as expressed by trauma survivors from the East African population, and to explore the cultural values that serve as a reference to such scripts' elements.

Methods

Semi-structured, in-depth interviews were conducted in nine focus groups of trauma survivors and trauma experts. Grounded theory was the basis for the content analysis, and MAXQDA was used for coding and grouping. Semi-quantitative analyses of the frequency of groupings followed.

Results

The study extracted 270 elements of the cultural scripts of trauma. Three stages of cultural scripts' elements were identified including unspeakable, heart wounds and painful scars and growth. The reported elements are only those in the three last stages and they are grouped into six categories, such as cognitive appraisals, worldview, interpersonal relationships, body-related, positive changes and changes in family interest and management, while the elements of the first stages are not codable as the survivors do not yet get the words of their expressions. The cultural values that served as a reference consisted of holding the sadness, Christianity, community reputation, solidarity, social connectedness, social cynicism, and reproductiveness, among others.

Discussion

This comprehensive study with participants from several countries in East Africa collected a large number of elements of cultural scripts of trauma for this regional area. Notably, these elements were based mostly on man-made traumas, such as the genocide against the Tutsis in Rwanda. Further steps in the CST investigation are subject to future studies, such as a more systematic investigation of the relationship with cultural values and the temporal relationships within the scripts.

Explaining barriers to childbearing using the risk communication and community engagement (RCCE) strategy: Based on action research

Background and Aims

Reluctance to childbearing and then the reduction of the total fertility rate are common experiences of developed countries and many developing countries, including Iran, therefore, the purpose of this study was explaining barriers to childbearing using the risk communication and community engagement (RCCE) strategy.

Methods

The study was conducted by action research and according to RCCE during 9 months in Ardabil city. The statistical population consisted of 41 married women aged 15-54 who were eligible for childbearing, these women were purposefully selected from among the people covered by Ardabil health centers and interviewed. Data were collected using open and in-depth interviews by the researcher and analyzed by content analysis.

Results

The results of data analysis led to the extraction of three main categories, personal, familial, and social barriers. The "personal barriers" category was classified into three subcategories, namely mental, belief, and awareness barriers, the "familial barriers" category was classified into two subcategories, namely social and financial barriers, and the "social barriers" category was classified into two subcategories, political and managerial barriers.

Conclusions

According to the results, a set of personal, familial, and social factors could affect childbearing among married women. Identification of these factors can play an effective role in designing educational and managerial programs.

Perceived ideal number of children among adolescent girls in sub-Saharan Africa: does exposure to family planning messages matter?

BACKGROUND

Even though evidence shows that fertility transition has begun almost everywhere in sub-Saharan Africa (SSA), the decline has been slower than in other parts of the world. Research shows that there is a positive relationship between fertility levels and fertility preference. Therefore, many countries in the region are implementing family planning education campaigns targeting at influencing reproductive behavior of women. Thus, this study aimed to examine the extent to which exposure to family planning communication influences fertility preferences of adolescent girls in SSA.

METHODS

This study used data extracted from the most recent Demographic and Health Survey datasets for 28 countries in SSA. Analyses were conducted on a pooled sample of 87,950 female adolescents' aged 15-19 years who were captured in respective country's survey. Multivariable binary logistic regression model was fitted in Stata version 17 software to examine the association between exposure to family planning communication and fertility preference among adolescent girls in SSA.

RESULTS

The average fertility preference among adolescent girls in SSA was 4.6 children (95% CI: 4.5, 4.7). Findings show that regardless of the country, adolescents who had exposure to family planning messages [aOR = 0.76, 95% CI = 0.72-0.80] were less likely to prefer 4 or more children. On average, fertility preference among adolescents who had exposure to family planning communication was (3.8 children compared to 4.5 children; p < 0.001) among those with no exposure. Furthermore, results show that married adolescents in SSA who had exposure to family planning message had a higher average preferred family size compared to those who were not married (4.8 versus 3.8; p < 0.001).

CONCLUSION

Exposure to family planning communication has shown the potential to influence adolescents' fertility preference in sub-Saharan Africa. Adolescents with exposure to family planning messages preferred a small family size. Therefore, there is a need to scale-up family planning education programmes in order to reduce fertility further in SSA.

Role of women's empowerment in determining fertility and reproductive health in Bangladesh: a systematic literature review

INTRODUCTION

Research on fertility and reproductive health has expanded rapidly. However, questions regarding the association between women empowerment and fertility in terms of the reproductive health status in Bangladesh remain unanswered. This study aimed to address these questions through a systematic literature review.

METHODS

In this review study, the PubMed, Scopus, Banglajol, and Google Scholar databases were searched systematically and screened in terms of the inclusion and exclusion criteria. Data from 15 articles included in this review were extracted for further assessment.

RESULTS

Fifteen studies with a total of 212,271 participants from Bangladesh met our selection criteria. Most of the articles were conducted on ever-married women aged 15 to 49 years using nationally representative Bangladesh Demographic and Health Survey data. The major religions were Islam (86.8%-90.2%) and Hinduism (10%-13%). The age of women at first marriage varied from 14 to 20 years, and the age at first birth ranged from 16 to 22 years. The fertility rate in Bangladesh has reduced remarkably over the period from 1975 to 2022. After controlling for other social and health factors, the study found that empowerment factors such as women's education, working status, involvement in household decision-making, participation in economic decision-making, and freedom in movement influenced the fertility and reproductive health status in Bangladesh.

CONCLUSION

As an initial step, this study found a negative relationship between women's empowerment and the control of fertility and reproductive health. Greater policy focus should be directed toward women empowerment factors to improve the fertility situation and reproductive health status in Bangladesh and other countries with similar sociodemographic profiles.

Traditional supports and contemporary disrupters of high fertility desires in sub-Saharan Africa: a scoping review

RATIONALE

The desired number of children is markedly higher in Sub-Saharan Africa (SSA) than in other major regions. Efforts to understand how and why these desires are generated and maintained have yielded a broad research literature. Yet there is no full picture of the range of contextual, cultural, and economic factors that support and disrupt high fertility desires.

OBJECTIVE

This scoping review synthesizes thirty years of research on the determinants of fertility desires in SSA to better understand what factors underlie men and women's stated fertility desires and how they weigh the costs and benefits of having (more) children.

METHOD

We identified and screened 9863 studies published from 1990 to 2021 from 18 social science, demographic, and health databases. We appraised determinants of fertility desires from 258 studies that met inclusion criteria according to their roles as traditional supports or contemporary disrupters of high fertility desires.

RESULTS

We identified 31 determinants of high fertility desires, which we organized into six overarching themes: economy and costs; marriage; the influence of others; education and status; health and mortality; and demographic predictors. For each theme, we summarize ways in which the determinants both support and disrupt high fertility desires. We find that high fertility remains desirable in many regions of sub-Saharan Africa but contemporary disrupters, such as the economic situations and increases to family planning and education, cause individuals to decrease their desired fertility with such decreases often viewed as a temporary adjustment to temporary conditions. Most included studies were quantitative, cross-sectional, and based on survey data.

CONCLUSION

This review demonstrates how traditionally supportive and contemporary disruptive forces simultaneously influence fertility desires in sub-Saharan Africa. Future studies analyzing fertility desires in sub-Saharan Africa should be informed by the lived experiences of men and women in this region, with qualitative and longitudinal studies prioritized.

Predictors of desire to limit childbearing among reproductive age women in high fertility regions in Ethiopia. A multilevel mixed effect analysis

BACKGROUND

A high fertility rate can have a number of expensive consequences for developing nations, such as limiting economic growth, adversely impacting women and their children's health, and reducing access to quality education, nutrition, and employment. The problem is more obvious in Ethipia's high fertility regions. Therefore, this study aimed to assess predictors of desire to limit childbearing among reproductive age women in high fertility regions in Ethiopia.

METHODS

The analysis was based on secondary data using the 2016 Ethiopian Demographic and Health Survey. Stata version 14 software was used for analysis. A multi-level mixed-effect logistic regression analysis was fitted. Adjusted Odds Ratio at 95% confidence interval was used to show the strength and direction of the association. Statistical significance was declared at a P- value less than 0.05.

RESULTS

The overall desire to limit childbearing in high fertility regions in Ethiopia was 37.7% (95% CI: 36.28, 39.17). Age; 25-34 (AOR = 3.74; 95% CI: 2.97, 4.73), 35-49 years (AOR = 14; 95% CI: 10.85, 18.06), women education; Primary education (AOR = 0.73; 95% CI: 0.61, 0.88), secondary and higher (AOR = 0.29; 95% CI: 0.19, 0.43), from the community level variables Oromia National Regional state (AOR = 5.86; 95% CI: 2.82, 12.23), high proportion of community level poverity (AOR = 0.67; 95% CI: 0.45, 0.98), and high proportion of community level media exposure (AOR = 1.53; 95% CI: 1.07, 2.19) were statistically significant factors for desire to limit childbearing in high fertility regions of Ethiopia.

CONCLUSION

Nearly four in ten women had the desire to limit childbearing in high fertility regions in Ethiopia. Thus, to fulfill the women's desire to limit childbearing, Ministry of Health and health facilities are needed to increase financial support strategies and Family planning programs that enable pregnant women from poor households to use health services. In addition, increasing community level media exposure are important interventions.

High-risk fertility behaviours among women in sub-Saharan Africa

BACKGROUND

High-risk fertility behaviours such as too early or advanced age at delivery, shorter birth interval, birth order and a higher number of live births to a woman often lead to adverse maternal and child health outcomes. We assessed high-risk fertility behaviours and their associated factors among women in sub-Saharan Africa (SSA).

METHODS

Data on 200 716 women pooled from the demographic and health surveys of 27 countries conducted between 2010 and 2020 in SSA were analysed. High-risk fertility behaviour from four indicators, mother aged <18 years at the time of delivery; mother aged >34 years at the time of delivery; mother of a child born after a short birth interval (<24 months) and mother of high parity (>3 children), was derived. Multi-level multi-variable logistic regression analyses were carried out and the results were presented as adjusted odds ratios at 95% confidence interval.

RESULTS

Women who were in polygamous marriages had higher odds of single and multiple high-risk fertility behaviour compared with their counterparts who were in monogamous marriages. Women with middle or high maternal decision-making power had higher odds of single and multiple high-risk fertility behaviours compared with those with low decision-making power. Single and multiple high-risk fertility behaviours were lower among women with access to family planning, those with at least primary education and those whose partners had at least primary education compared with their counterparts who had no access to family planning, those with no formal education and those whose partners had no formal education.

CONCLUSION

Family structure, women's decision-making power, access to family planning, women's level of education and partners' level of education were identified as predictors of high-risk fertility behaviours in SSA. These findings are crucial in addressing maternal health and fertility challenges. Policy makers, maternal health and fertility stakeholders in countries with high prevalence of high parity and short birth intervals should organize programs that will help to reduce the prevalence of these high-risk factors, taking into consideration the factors that predispose women to high-risk fertility behaviours.

Ideal family size decision and its associated factors among women of reproductive age: community survey in southern Ethiopia

Background

Understanding fertility preferences is important for population studies and planning programs. The ideal family size, which is the number of children wanted in one's lifetime, is one of variables used to measure fertility preferences. However, there was limited information on ideal family size decision in Southern Ethiopia. Therefore, this study was designed to assess ideal family size decision and its associated factors among women of reproductive age in Southern Ethiopia.

Methods

A community based cross-sectional study was conducted in 2015 in Southern Ethiopia. Multi-stage stratified cluster sampling was used to select 3,205 study subjects. Data on socio-demographic characteristics, reproductive history, deciding ideal number of children, knowledge and utilization of contraceptives were considered. Descriptive statistics and binary logistic regression were done to describe and assess factors associated with deciding ideal family size. The association between variables was presented using odds ratios with 95% confidence intervals.

Results

We included 3,205 women of reproductive age from which 37.5% respondents could not read and write and 56.5% were housewives. About half of the respondents, 47.1%, did not decide ideal numeric family size or failed to report numeric preferences while 21.6% desire to have five or more children. The mean ideal number of children preferred was 4.5 ± 1.62. Educational status (P < 0.001), overall knowledge about contraceptives (P < 0.001), current contraceptive use (P < 0.001), place of residence (P < 0.001), age (P < 0.004), marital status (P < 0.003) and number of living children (P < 0.003) were factors associated with deciding ideal family size.

Conclusion

Only about half of respondents decided ideal family size from which one fifth prefer high fertility. The mean ideal number of children was comparable with that of Sub-Saharan estimate. Counselling that can empower women to decide family size should be strengthened to empower less empowered women.

Safer sex negotiation and parity among women in sub-Saharan Africa

Women's ability to negotiate for safer sex has effects on their sexual and reproductive health. This study investigated the association between safer sex negotiation and parity among women in sub-Saharan Africa. The data were sourced from the Demographic and Health Surveys of 28 sub-Saharan African countries conducted from 2010 to 2019. A total of 215,397 women aged 15-49 were included in the study. Multilevel logistic analysis was conducted to examine the association between safer sex negotiation and parity among women in sub-Saharan Africa. The results were presented as adjusted odds ratios (aOR) and the significance level set at p<0.05. The overall prevalences of safer sex negotiation and high parity among women in sub-Saharan Africa were 82.7% and 52.1%, respectively. The prevalence of high parity ranged from 32.3% in Chad to 72.1% in Lesotho. The lowest prevalence of safer sex negotiation was in Chad (16.8%) while the highest prevalence was recorded in Rwanda (99.7%). Women who had the capacity to negotiate for safer sex were less likely to have high parity compared with those who had no capacity to negotiate for safer sex (aOR = 0.78, CI: 0.75-0.81). Other factors that were associated with high parity were age, educational level, marital status, exposure to media, contraceptive use, religion, wealth quintile, sex of household head, and place of residence. The study identified significant association between safer sex negotiation and high parity among women of reproductive age in sub-Saharan Africa. It is worth noting that women's ability to negotiate for safer sex could reduce high parity among women in sub-Saharan Africa. Therefore, policies and programmes aimed at birth control or reducing high parity among women could be targeted at improving their capacity to negotiate for safer sex through education.

Women's independent decision-making power and determinants on not to use contraceptives among currently married women in Ethiopia using demographic and Health Survey data: Multilevel Analysis

BACKGROUND

Evidence suggests that couples frequently dispute regarding the desirability of pregnancy, as well as whether or not to employ family planning measures. There are numerous unmet needs owing to partner or family objections, according to a scares study that illustrates women's independent decision-making capacity on whether or not to use a contraceptive. As a result, the purpose of this study was to analyze women's independent decision-making power and determinants of not using contraceptives.

METHODS

Reproductive age group women aged (15-49 years) currently married who are not pregnant and are currently not using family planning preceding five years the survey was included from the individual record (IR file) file using standard demographic and health survey datasets of Ethiopia. Using multilevel logistic regression models, we investigated the relationship between several independent factors and women's independent decision-making not to use contraception. The adjusted odds ratios were evaluated using 95% confidence intervals.

RESULTS

A total of 5,598 currently married women were included in this study. Individual level factors significantly associated with women independent decision making on not to use contraceptive were female-led households (AOR = 2.11; 95% CI = 1.60-2.78), being orthodox ( AOR = 1.84; 95% CI = 1.39-2.44 ) and protestant ( AOR = 1.62; 95% CI = 1.17-2.23), and belonging to more than one union (AOR = 1.48; 95% CI = 1.12-1.95). Whereas, low community education (AOR = 1.19; 95%= 1.00-1.49) and regions: in Tigray (AOR = 2.19; 95%CI = 1.51-3.16), Afar (AOR = 1.74; 95% CI = 1.14-2.64), Amhara (AOR = 2.45; 95% CI = 1.71-3.500), South Nations Nationality (AOR = 1.87; 95% CI = 1.32-2.65), Gambela (AOR = 2.58; 95% CI = 1.73-3.84), Hareri (AOR = 3.93; 95% CI = 2.62-5.88), and Dre DDewa (AOR = 1.66; 95% CI = 1.12-2.45) were community-level factors.

CONCLUSION

Women's independent decision-making power not to use contraceptives was low and greatly affected by both individual and community-level factors. Therefore, it is necessary to develop policies and create programs that promote women's empowerment by incorporating their partners in each region of the nation to encourage women's independent decision-making authority to use or not to use a contraceptive.

Assessing the relationship between knowledge and the actual use of contraceptives among childbearing women in South-South Nigeria: evidence from the 2018 Nigeria demographic and health survey

BACKGROUND

Nigeria has one of the world's highest fertility rates, which is detrimental to its public health and socioeconomic growth. Despite several efforts by the country and other development partners to reduce high fertility by increasing contraceptive use, the contraceptive prevalence rate among childbearing women remains low, particularly in the South-South compared to other Southern regions. This study, therefore, assessed the relationship between knowledge of and actual use of contraception among women in South-South Nigeria.

METHODS

The study employed a cross-sectional analysis of a nationally representative weighted sub-sample of 4,553 South-South childbearing women extracted from the 2018 National Demographic and Health Survey dataset. The dataset was weighted and examined for missing values that were excluded during the analyses at univariate, bivariate, and multivariate levels. The analyses involved a baseline descriptive analysis, a chi-square test, and logistic regression models using Stata software. The results of the explanatory variables were presented as odds ratios (OR) and 95% confidence intervals (CI).

RESULTS

Eighty-two per cent of the respondents knew at least one form of contraception, while approximately 82% never used any contraceptive method. The likelihood of using any contraceptive method increased among those who knew about contraceptives (aOR: 1.40; CI: 0.93-2.11). Also, contraceptive use was significantly higher among women and their partners who had post-primary education (aOR: 1.34; CI: 1.25-2.43 and aOR: 1.74; CI: 1.25-2.43, respectively). Furthermore, the prevalence of contraceptive use among women significantly increased with an increase in the household wealth index. Similar results were recorded among women who had five or more living children, who were residents of Rivers State, were married or lived with their partners, were aged 35 years or older, and were currently working.

CONCLUSIONS

Contraceptive knowledge was high but did not translate into actual practice among childbearing women in South-South Nigeria. The use of any contraception was highly influenced by contraceptive knowledge, education, age, marital status, place of residence, and household wealth index, among others. Therefore, some policy issues relating to contraceptive knowledge and actual adoption must be addressed to improve the low rate of contraceptive use in Nigeria.

Four in ten married women demands satisfied by modern contraceptives in high fertility sub-Saharan Africa countries: a multilevel analysis of demographic and health surveys

BACKGROUND

Demand satisfied with modern contraceptive can be seen on both a health and economic level. Additionally, family planning helps to regulate fertility, prevent unintended pregnancies and their consequences. Thus, the aim of this study was to identify the magnitude of demand satisfied with modern contraceptive among married/in-union women in ten high fertility sub Saharan African countries.

METHODS

Recent Demographic and Health Surveys that included a weighted sample of 43,745 women of reproductive age provided the data for this study. All statistical analyses were conducted once the data had been weighted, and Stata version 16.0 was used. A multilevel mixed-effect binary logistic regression model was fitted. To determine statistically significant individual and community-level factors associated with demand satisfied for modern contraceptive, odds ratios with a 95% confidence interval was generated. A p-value less than 0.05 was declared as statistical significance.

RESULTS

Overall, demand satisfied to use modern contraceptive in high fertility sub-Saharan Africa countries was 39.53% (95%CI: 39.06, 39.98). Women aged 25-34 (AOR: 1.34, 95%CI: 1.26, 1.42) and 35-49 (AOR: 1.28, 95%CI: 1.20, 1.38), women education: primary (AOR: 1.35, 95%CI: 1.27, 1.44) and secondary (AOR: 2.05, 95%CI: 1.90, 2.21), husband education: primary (AOR: 1.26, 95%CI: 1.18, 1.35) and secondary (AOR: 1.54, 95%CI: 1.43, 1.66), husband residence (AOR: 1.75, 95%CI: 1.60, 1.91), media exposure (AOR: 1.22, 95%CI: 1.15, 1.29), wealth index: poorer (AOR: 1.1, 95%CI: 1.02, 1.19), middle (AOR: 1.18, 95%CI: 1.08, 1.28), richer (AOR: 1.37, 95%CI: 1.26, 1.49) and richest (AOR: 1.34, 95%CI: 1.56, 1.89), number of children: 4-6 (AOR: 0.48, 95%CI: 0.43, 0.55) and above 6 (AOR: 0.39, 95%CI: 0.29, 0.59), perceived distance to the health facility not big problem (AOR: 1.11, 95%CI: 1.04, 1.15), urban residence (AOR: 1.18, 95%CI: 1.10, 1.27), high community level poverty (AOR: 0.85, 95%CI: 0.74, 0.97) were significantly associated with demand satisfied for modern contraceptives.

CONCLUSION

Only four in ten married reproductive age women demands satisfied with modern contraceptives in high fertility Sub Saharan African countries. Modern contraceptives should therefore be more widely available, especially in rural areas and for those living away from health facilities. Also, increasing media exposure and education, providing financial support, and making contraceptive access easier for married women from poor households are important interventions that need to be put in place.

Intention to use contraceptives among married and cohabiting women in sub-Saharan Africa: a multilevel analysis of cross-sectional data

OBJECTIVE

To examine the factors associated with intention to use contraceptives among married and cohabiting women in sub-Saharan Africa (SSA).

DESIGN

Data for the study were extracted from the most recent Demographic and Health Surveys of 29 countries in SSA conducted from 2010 to 2020. We included a total of 180 682 women who were married or cohabiting. Multilevel regression analysis was carried out and the results were presented as adjusted odds ratio (AOR), with 95% confidence interval (CI).

SETTING

29 countries in SSA.

PARTICIPANTS

Women aged 15-49 years in sexual unions.

OUTCOME MEASURE

Intention to use contraceptives.

RESULTS

The pooled prevalence of intention to use contraceptives among married and cohabiting women in the 29 countries was 41.46%. The prevalence ranged from 18.28% in Comoros to 71.39% in Rwanda. Intention to use contraceptives was lower among women aged 45-49 (AOR=0.06, 95% CI= 0.05 to 0.07), those with no education (AOR=0.60, 95% CI= 0.58 to 0.61), and primary education (AOR=0.90, 95% CI 0.88 to 0.93), married women (AOR=0.81, 95% CI= 0.79 to 0.84), those of the poorest wealth quintile (AOR=0.78, 95% CI= 0.75 to 0.82), and women who were not exposed to mass media (AOR=0.87, 95% CI= 0.86 to 0.90). Women with four or more births (AOR=2.09, 95% CI= 1.99 to 2.19) had greater likelihood of contraceptive use intention compared to those with no birth. Women in rural settings were found to have greater likelihood of intention to use contraceptives compared to those in urban settings (AOR=1.10, 95% CI= 1.07 to 1.14).

CONCLUSION

There is a low prevalence of contraceptive use intention among married and cohabiting women in SSA with differences between countries. It is imperative for policymakers to consider these factors when developing and executing contraceptive programmes or policies to enhance contraceptive intents and use among married and cohabiting women. To resolve discrepancies and increase contraceptive intention among women, policymakers and other key stakeholders should expand public health education programmes.

How women's empowerment influences fertility-related outcomes and contraceptive practices: A cross-sectional study in Mozambique

Women's empowerment could be a crucial step for tackling gender inequality and improve women's reproductive health and rights in Mozambique. This study aims to examine how different domains of women's empowerment influence fertility-related outcomes and contraceptive practices in Mozambique. We used the 2015 Demographic Health Survey (DHS) conducted in Mozambique from which a sample of 2072 women aged 15 to 49 years were selected and included in this analysis. A principal component analysis was performed, and the components retained were identified as the domains of empowerment. These were: Beliefs about violence against women, Decision-making, and Control over sexuality and safe sex. A multinomial logistic regression was run to estimate the association between levels of empowerment for each domain and the study outcomes. Crude and adjusted odds ratio (OR) were calculated, with 95% confidence intervals (95% CI). Beliefs about violence against women and Control over sexuality and safe sex were positively associated with having 1 to 4 children. Control over sexuality and safe sex also increased likelihood of women wanting to space childbearing over more than 2 years. Decision-making increased the odds of women not wanting more children. Middle to high empowerment levels for Control over sexuality and safe sex also increased the chances of using any type of contraceptive method and using it for longer periods. All domains, from the middle to high levels of empowerment, decreased the chances of women not wanting to use contraception. Our study confirmed the multidimensional nature of empowerment showing that each domain had a different effect over specific fertility and contraceptive outcomes and reinforced the importance of a domain approach for estimating and understanding empowerment. It also revealed the critical role of Control over sexuality and safe sex domain for improving women's ability to decide over fertility and contraceptive practices in Mozambique.

Multilevel analysis of grand multiparity: Trend and its determinants in the Sidama National Regional State of Ethiopia: a cross-sectional study design from demographic and health survey 2000-2016

OBJECTIVE

The study was aimed at examining the magnitude, trends and determinants of grand multiparity in the Sidama regional state of Ethiopia.

DESIGN

We retrieved cross-sectional data from the Ethiopia Demographic and Health Survey from 2000 to 2016.

SETTING

Community-based demographic and health survey (DHS) was conducted in Ethiopia.

PARTICIPANTS

The study population was women (aged 15-49 years) who had delivered children with the available DHS data set.

OUTCOMES

Multilevel multivariate logistic regression analyses assessed the relationship between grand multiparity and its determinants.

RESULTS

The magnitude of grand multiparity was 70.8% (95% CI 68.5% to 72.9%). The multilevel multivariable logistic regression model showed illiteracy (adjusted OR (AOR)=2; 95% CI 1.25 to 3.75), non-use of any contraceptive (AOR=3.8; 95% CI 1.2 to 12.2), early marriage (AOR=4.5; 95% CI 2.6 to 7.9), polygamous marriage (AOR=4.2; 95% CI 2.0 to 9.3), short birth intervals (AOR=2.3; 95% CI 1.4 to 3.5) and husband's low education status (AOR=5.8; 95% CI 2.1 to 16.1) were significantly associated with grand multiparity.

CONCLUSIONS

This study revealed that 7 of 10 women were grand multipara, and the magnitude did not show significant change over the last 16 years. Early marriage and early age at first birth, low literacy level, low family planning utilisation, polygamy, short interbirth interval and unmet need for family planning were determinants of grand multiparity. We recommended the stakeholders to design new strategies to address the root cause of high fertility factors in communities.

Determinants of fertility in Malawi: Does women autonomy dimension matter?

Background

Power inequality within the household and sexual relationships is linked to poor reproductive health. Malawi Government through National Sexual and Reproductive Health and Rights policy is committed to women empowerment as well fertility reduction. However, there is limited evidence in Malawi regarding whether women’s autonomy in the household is an independent determinant of fertility. With this background, the aim of this study is to investigate whether women’s autonomy in the household is a determinant of fertility in a poor socioeconomic and cultural setting.

Methods

This study used Malawi Demographic and Health Survey, 2015–2016. A multivariable Poisson regression model was used to investigate if women’s autonomy in the household in Malawi determines fertility. The outcome measure, children ever born, was used as a measure of fertility. Women’s autonomy was measured with two dimensions, such as women’s household related decision makings and women’s sexual autonomy. The individual recode and household recode were merged for the analysis. The final study sample was 15,952 women who were cohabiting or married at the time of the survey.

Results

The level of autonomy among women in the household related decisions and sexual autonomy was 49.1% and 64.0% respectively. Controlling for covariates, the study found no significant association between women’s autonomy dimensions in the household and number of children ever born. On the other hand, living in urban area (IRR = 0.91, CI 0.88–0.93); having less than tertiary education thus, no education (IRR = 1.83, CI 1.67–1.99) or primary education (IRR = 1.55, CI 1.42–1.69) or secondary education (IRR = 1.23, CI 1.13–1.33); poor households (IRR = 1.05, CI 1.01–1.09), starting cohabiting at the age of 19 years or less (AIRR = 1.15, CI 1.13–1.18) and not using modern contraceptive methods (AIRR = 1.17, CI 1.15–1.19) were significantly associated with fertility.

Conclusions and recommendations

Though women’s autonomy does not have independent effect on fertility, it may be interacting with other sociocultural norms prevailing in the society. The study recommends that the Government of Malawi should come up with economic hardship emancipation policy for poor households. The government should also come up with a girl-child secondary school completion policy. Furthermore, the government should accelerate the implementation, monitoring and evaluation of National Gender Policy to ensure the women empowerment/autonomy is having positive effect at all level including the household.

The Geography of Women's Empowerment in West Africa

Women's empowerment has been a subject of interest because of its relevance to development and demography, particularly in West Africa. Women's empowerment is typically conceptualized as an individual attribute of women, associated with socioeconomic and demographic characteristics. However, we hypothesize a geography of women's empowerment in the West African region, where empowerment processes are culturally situated and embedded in place. Such a geography would be observable via spatial associations over the region. This study uses Demographic and Health Survey data from 14 West African states over the past decade and an innovative multi-stage approach combining advanced statistical methods and spatial assessment to analyze indicators of women's empowerment and its spatial variability across the West African region. First we use a multivariate classification method to identify patterns in responses to empowerment questions and derive an empowerment classification scheme. Next we use these classifications to render a map of West Africa depicting the spatial variation of women's empowerment in the region. Ultimately, we fit multinomial structured geo-additive regression models to the data to analyze spatial variation in women's empowerment while controlling for certain socioeconomic-demographic characteristics. Our results demonstrate that women's responses to empowerment survey questions indeed vary geographically, even when controlling for individual socioeconomic-demographic attributes. This finding suggests that women's empowerment may relate to aspects of culture embedded in place in addition to the ways it relates to socioeconomic and demographic characteristics.

"When you live in good health with your husband, then your children are in good health …." A qualitative exploration of how households make healthcare decisions in Maradi and Zinder Regions, Niger

Background

Gender dynamics influence household-level decision-making about health behaviors and subsequent outcomes. Health and development programs in Niger are addressing gender norms through social and behavior change (SBC) approaches, yet not enough is known about how health care decisions are made and if gender-sensitive programs influence the decision-making process.

Methods

We qualitatively explored how households make decisions about family planning, child health, and nutrition in the Maradi and Zinder regions, Niger, within the context of a multi-sectoral integrated SBC program. We conducted 40 in-depth interviews with married women (n = 20) and men (n = 20) between 18 and 61 years of age.

Results

Male heads of household were central in health decisions, yet women were also involved and expressed the ability to discuss health issues with their husbands. Participants described three health decision-making pathways: (1^st pathway) wife informs husband of health issue and husband solely decides on the solution; (2^nd pathway) wife informs husband of health issue, proposes the solution, husband decides; and (3^rd pathway) wife identifies the health issue and both spouses discuss and jointly identify a solution. Additionally, the role of spouses, family members, and others varied depending on the health topic: family planning was generally discussed between spouses, whereas couples sought advice from others to address common childhood illnesses. Many participants expressed feelings of shame when asked about child malnutrition. Participants said that they discussed health more frequently with their spouses’ following participation in health activities, and some men who participated in husbands’ schools (a group-based social and behavior change approach) reported that this activity influenced their approach to and involvement with household responsibilities. However, it is unclear if program activities influenced health care decision-making or women’s autonomy.

Conclusions

Women are involved to varying degrees in health decision-making. Program activities that focus on improving communication among spouses should be sustained to enhance women role in health decision-making. Male engagement strategies that emphasize spousal communication, provide health information, discuss household labor may enhance couple communication in Niger. Adapting the outreach strategies and messages by healthcare topic, such as couples counseling for family planning versus community-based nutrition messaging, are warranted.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12889-022-13683-y.

Women’s Decision-Making Power on Modern Family Planning Use and Its Associated Factors in Northwest Ethiopia

Introduction

Poor decision-making power on family planning among married women is a public health concern. Despite this, there is a scarcity of research done on decision-making power of family planning use as one of their basic human rights. The study is aimed at determining the magnitude of married women's decision-making power on family planning use and its associated factors.

Methods

This was a community-based cross-sectional study that was conducted on married women from May, 01-30/2021. A multistage systematic random sampling technique was applied to select 620 eligible study participants. The study used semi-interviewer questionnaires to collect data, and the collected data were entered into EpiInfo version 3.7.2 and then exported to SPSS version 20 for analysis. Bivariate and multivariable logistic regression analyses were used. The strength of associations of variables was described by using odds ratio, 95% confidence level, and P values less than 0.05.

Results

A total of 620 women were interviewed with 98% of the response rate. Overall, married women's decision-making power on family planning was 440 (71.0%). Odds of decision-making power on family planning use were higher among women who have primary education (AOR = 11.31, CI: 4.90-26.09) and secondary and above (AOR = 6.99, CI: 3.89-12.56) as compared with those who have no education. Husbands with secondary and above educational level (AOR = 3.27, CI: 1.58-6.78), having good knowledge about family planning use (AOR = 2.41, CI: 1.48-3.95) and having a good attitude towards family planning (AOR = 6.59, CI: 4.01-10.75), had higher odds of decision-making power on family planning.

Conclusion

Women's educational status, knowledge, and attitude increased the odds of decision-making power on family planning. Therefore, the authors recommend awareness creation on family planning considering lower educational level as a priority to improve women's decision-making power.

Determinants of children ever born among ever-married women in Bangladesh: evidence from the Demographic and Health Survey 2017-2018

OBJECTIVE

To investigate the prevalence of the number of children ever born (CEB) and its associated determinants among women aged 15-49 years in Bangladesh.

STUDY DESIGN AND SETTING

We used clustered data extracted from the last two Bangladesh Demographic and Health Surveys (BDHS 2014 and BDHS 2017-2018). A two-stage stratified sampling was used in both surveys. Mixed logistic regression modelling approach for binary responses was adapted to accommodate clustering effects via the generalised linear mixed model framework.

PARTICIPANTS

The study is based on 15 924 ever-married women in BDHS 2017-2018 (14 119 in BDHS 2014) of Bangladesh.

RESULTS

As per the latest BDHS 2017-2018, 42.1% of reproductive women had three or more children. Age at first marriage (p<0.001, OR 0.74, 95% CI 0.666 to 0.825), age at first birth (p<0.001, OR0.54, 95% CI 0.480 to 0.607), place of residence (p<0.001, OR 0.79, 95% CI 0.712 to 0.872), exposure of media (p<0.001, OR 0.71, 95% CI 0.647 to 0.768), religion (p<0.001, OR 1.47, 95% CI 1.277 to 1.690), husband's desire more child (p<0.001, OR 1.60, 95% CI 1.428 to 1.784), women empowerment (p<0.001, OR 1.19, 95% CI 1.075 to 1.3) and wealth index (p<0.001, OR1.61, 95% CI 0.435 to 1.796) were found to be statistically significant determinants of the number of CEB among ever-married women. The number of CEB among women was negatively associated with their own educational status (p<0.001) and husbands level of education (p<0.001).

CONCLUSION

The CEB appears to be higher among women who were married before 18 years, Muslim, illiterate, living in rural areas, had first birth before 20 years, non-exposure of media and husband's desire for more children.

Associations between women’s empowerment, care seeking, and quality of malaria care for children: A cross-sectional analysis of demographic and health surveys in 16 sub-Saharan African countries

Background

Methods

Results

Conclusions

Factors related to pregnancy status and unwanted pregnancy among lebanese women during the COVID-19 lockdown: a cross-sectional study

BACKGROUND

Home confinement and lockdowns have created challenges and vulnerabilities, causing relevant changes in sexual health and couple stability, particularly in women. The objective of this study was to evaluate the socio-economic and psychological factors related to current pregnancy status and unwanted pregnancy among Lebanese women during the COVID-19 lockdown.

METHODS

A cross-sectional online study conducted between June 8 and August 1, 2020, enrolled 369 Lebanese women using the snowball technique for data collection. All married women between 18 and 51, with access to the internet and currently living with their partners, were eligible to participate. Current pregnancy status and unwanted pregnancy were assessed using binary questions. The SPSS software 25 was used for data analysis, and multivariable analysis was performed, taking the pregnancy status and unwanted pregnancy as the dependent variables. The statistical significance was set at a p-value < 0.05.

RESULTS

Our results showed that 11.1% of women were pregnant, of whom 22.0% reported unwanted pregnancies. Having children (ORa = 0.183) and taking contraceptives (ORa = 0.231) were significantly associated with a reduced chance of becoming pregnant. Higher psychological violence would negatively affect pregnancy, but the association was not significant (p = 0.065). Regular visits to the physician for routine checks were also linked to a decreased risk of unwanted pregnancy (ORa = 0.053). Higher psychological violence would affect unwanted pregnancy; however, the association was insignificant (p = 0.056).

CONCLUSION

The study findings showed that having children and taking contraceptives are associated with a reduced pregnancy. Additionally, psychological violence was found to be related to current pregnancy status and unplanned pregnancy. During a pandemic, vulnerable women should be identified and given adequate care, knowledge, and awareness regarding their reproductive health.

Trends in total fertility rate in Ghana by different inequality dimensions from 1993 to 2014

Background

The past few decades witnessed a considerable decline in total fertility rates globally. However in Ghana, there has been a slight increase in the fertility rate with little understanding of the reason for the increment. To understand this change, it is important to first examine the trend over a considerable period of time while taking into consideration some important inequality dimensions. This informed the need for this present study as we examined the trends in total fertility rate in Ghana by different inequality dimensions from 1993 to 2014.

Methods

Data from the 1993–2014 Ghana Demographic and Health Surveys were used for the study, and we relied on the World Health Organization’s (WHO) Health Equity Assessment Toolkit (HEAT) software for the analysis. The analysis involved disaggregation of TFR by wealth index, education, place of residence and region. This was followed by the estimation of inequality by Difference, Population Attributable Risk, Ratio and Population Attributable Fraction. In the analysis, we set the statistical significance at a 95% confidence interval.

Results

For all surveys, the total fertility rate was consistently highest among the poorest women (7.00, 6.28, 6.77, 6.61 and 6.29 in 1993, 1998, 2003, 2008 and 2014, respectively). The highest total fertility rate was recorded among women with no formal education in all the survey years. For instance, in the 2014 survey, the total fertility rate for women with no formal education was 5.98 and those with secondary/higher had a total fertility rate of 3.40. Women in rural areas had a higher total fertility rate compared to those in urban areas (4.90 vs. 3.40 in 2014). In terms of sub-national regions, the Northern region was the region where women consistently had the highest total fertility rate.

Conclusion

There is a need for a collective effort to design interventions and policies to create awareness among the people of Ghana especially girls and women on the implications of high fertility.

Can women's 3E index impede short birth interval? evidence from Bangladesh Demographic and Health Survey, 2017-18

BACKGROUND

Women's empowerment, education, and economic status are jointly introduced as women's 3E. A number of studies found the significant association of these three variables with maternal health outcomes, but no studies, to the best of knowledge, have been found to justify the joint influence of women's 3E on the birth interval. As several studies have revealed that the short birth interval increases the risk of adverse maternal, perinatal, and infant outcomes and it is also responsible for increasing the country's population size, more research is needed on the birth interval. Therefore, the present study aimed to investigate the influence of women's 3E on the short birth interval after controlling the other selected covariates.

METHODS

Data from the Bangladesh Demographic and Health Survey (BDHS), 2017-18 have been used to serve the purpose of the study. To measure the birth interval, at least two live births for non-pregnant mothers and at least one live birth for currently pregnant mothers born in the 5 years before the survey were included in the study. The Chi-Square test was applied to know the unadjusted association of the selected covariates including women's 3E with the short birth interval. In order to find out the adjusted association of women's 3E with the short birth interval, sequential binary logistic regression models have been used.

RESULTS

The study found that about 23% of births in Bangladesh were born in a short birth interval. The likelihood of subsequent births of women decreases with an increase in the score of women's 3E before or after controlling the characteristics of women, child, and households. The results of the final model show that mothers with the coverage of 50% - 75%, 75% - 100%, and full coverage (100%) in 3E have a 23%, 41%, and 42% lower odds of having short birth interval compared to mothers with coverage of below 50% in 3E, respectively.

CONCLUSION AND RECOMMENDATION

Bangladesh still lags behind in meeting the minimum requirements for inter-birth intervals set by the World Health Organization. The study has shown that the 3E in women can contribute in prolonging the duration of subsequent births in Bangladesh. Policy-making interventions are needed to raise awareness among uneducated, under-empowered and economically poor reproductive women through family planning and fertility control programs so that the country can achieve the desired fertility rate.

Women's empowerment and fertility preferences of married women: analysis of demographic and health survey'2016 in Timor-Leste

A recently independent state, Timor-Leste, is progressing towards socioeconomic development, prioritizing women empowerment while its increased fertility rate (4.1) could hinder the growth due to an uncontrolled population. Currently, limited evidence shows that indicators of women's empowerment are associated with fertility preferences and rates. The objective of this study was to assess the association between women empowerment and fertility preferences of married women aged 15 to 49 years in Timor-Leste using nationally representative survey data. The study was conducted using the data of the latest Timor-Leste Demographic and Health Survey 2016. The study included 4040 rural residents and 1810 urban residents of Timor-Leste. Multinomial logistic regression has been performed to assess the strength of association between the exposures indicating women's empowerment and outcome (fertility preference). After adjusting the selected covariates, the findings showed that exposures that indicate women empowerment in DHS, namely, the employment status of women, house and land ownership, ownership of the mobile phone, and independent bank account status, contraceptive use, and the attitude of women towards negotiating sexual relations are significantly associated with fertility preferences. The study shows higher the level of education, the less likely were the women to want more children, and unemployed women were with a higher number of children. Our study also found that the attitude of violence of spouses significantly influenced women's reproductive choice. However, employment had no significant correlation with decision-making opportunities and contraceptive selection due to a lack of substantial data. Also, no meaningful data was available regarding decision-making and fertility preferences. Our findings suggest that women's empowerment governs decision-making in fertility preferences, causing a decline in the fertility rate.

Third birth intention of the childbearing-age population in mainland China and sociodemographic differences: a cross-sectional survey

BACKGROUND

Global fertility declines have become an inevitable trend, and many countries are adopting policies to drive fertility increases. Fertility intention plays an important role in predicting fertility behavior. The Chinese government has recently issued the 'three-child' policy, and there is still little research on the third birth intention of the childbearing-age population. Therefore, the aim of this study is to investigate the prevalence and related reasons of third birth intention in the childbearing-age population in mainland China, and analyze the sociodemographic differences.

METHOD

A cross-sectional survey was conducted in mainland China from June to July 2021. A total of 15,332 childbearing-age participants responded and completed the Fertility Intention Questionnaire online through the Wenjuanxing Platform. Data were explored and analyzed by SPSS (version 22.0) software. Descriptive statistics were used to describe the current situation and reasons of third birth intention. Binary logistic regression analysis was applied to assess the influencing factors in the sociodemographic level.

RESULTS

The mean age of the participants was 32.9 ± 5.94 years. Only 12.2% of participants reported having third birth intention. The subjective norm of having both son and daughter (22.0%) and busy at work (29.2%) accounted for the largest proportion in the reasons of acceptance and rejection, respectively. Age has negative impact on third birth intention (OR = 0.960). Men were 2.209 times more likely to have three children than women (P < 0.001). With the improvement of education and family monthly income, the birth intention shows a downward trend. Compared with Han nationalities, first marriage and city residents, the ethnic minorities, remarriage and rural residents have stronger birth intention (all P < 0.05). And individuals with two existing children are inclined to have the third child (OR = 1.839).

CONCLUSION

The third birth intention in the childbearing-age population in China is still low after the announcement of the three-child policy. It is necessary to create a favorable fertility context for childbearing-age group with high level of third birth intention, like younger, male, minority, remarriage, with lower education and family monthly income, living in rural and two existing children. Furthermore, removing barriers for those unintended is also prominent to ensure the impetus of policy.

Determinants of desire for more children among women in Ethiopia

Background

Desire for more children has an impact on couple’s fertility behaviors. It can be a precursor of actual fertility performance. However, the desire for more children is declining over time in Ethiopia. Therefore, this study aimed to identifying the determinants of the desire for more children among women in Ethiopia.

Methods

The 2016 Ethiopian Demographic and Health Survey data were used for the analysis. The sample consisted of 15,683 women. The binary logistic regression model was used to assess the determinants of desire for more children among women in Ethiopia. The results are presented as crude odds ratios (COR) and adjusted odds ratios (AOR) together with their corresponding 95% confidence intervals.

Results

No education (having no formal education) (AOR = 1.85, 95% CI 1.61–2.13), attained primary education (AOR = 1.62, 95% CI 1.43–1.83), age at first marriage 10–19 years (AOR = 1.80, 95% CI 1.27–2.54), Orthodox religion (AOR = 1.48, 95% CI 1.01–2.19), Catholic religion (AOR = 2.15, 95% CI 1.17–3.97), Muslim religion (AOR = 1.70, 95% CI 1.15–2.50), living in Amhara (AOR = 1.45, 95% CI 1.18–1.78), Oromia (AOR = 2.10, 95% CI 1.73–2.54), Benishangul (AOR = 1.17, 95% CI 1.01–1.45), SNNPR (AOR = 1.30, 95% CI 1.05–1.60), Gambela (AOR = 1.25, 95% CI 1.02–1.57), Harari (AOR = 2.24, 95% CI 1.82–2.76), ideal number of children four or fewer (AOR = 0.47, 95% CI 0.42–0.53), number of living children four or fewer (AOR = 2.12, 95% CI 1.90–2.37), and not use of contraceptives (AOR = 1.51, 95% CI 1.35–1.68) were associated with a higher desire for more children.

Conclusion

This finding showed that the age of women, educational level, age at first marriage, religion, region, occupation, ideal number of children, number of living children, and use of contraceptives were significant determinants of desire for more children. Therefore, it is important to adopt programs to encourage the desire for more children, implement policies in an attempt to increase the total fertility rate in Ethiopia ought to critically consider these factors. Moreover, continuous education and knowledge on reproductive health will help for better fertility behaviour for the women.

Social contexts of fertility desire among non-childbearing young men and women aged 15-24 years in Nigeria

Background

Reduction in ideal number of children has been suggested as a necessary precursor for fertility decline especially in high fertility countries of Western and Central Africa. In this study, we explored the social contexts of fertility desires by documenting the effects of individual, household as well as contextual characteristics among young men and women in Nigeria.

Methods

Data source was the male and female recode file of 2018 Nigeria Demographic and Health Survey. Analytical sample comprised 2674 males and 9637 females aged 15–24 years. The main outcome variable was desire for large family size (DLFS) defined as ideal number of children greater than four. Analysis involved use of descriptive statistics and random-effect logit models fitted in four stages.

Results

DLFS was 71% among young men and 53% in women. Individual-level factors associated with DLFS among men includes Islam religion (OR = 3.95, CI 2.68–5.83), household size (OR = 1.05) and richer (OR = 0.47, CI 0.29–0.75) or richest wealth index (OR = 0.28, CI 0.16–0.75). Geo-political region and high level of negative attitude to family planning (OR = 1.72, CI 1.23–2.40) were the main contextual factors associated with DLFS. For women, individual-level correlates were education, religion, ethnicity, marital status, household size, and wealth index. Contextual factors include geo-political region, community education (OR = 0.68, CI 0.52–0.89), child mortality experience (OR = 1.29, CI 1.11–1.51) and negative attitude to family planning (OR = 1.36, CI 1.13–1.65). The influence of religion, household wealth and attitude to family planning differ between young men and women.

Conclusion

Active communication and programmatic interventions are needed so that desire for large family size by young men and women do not become a clog for fertility transition in Nigeria.

Reduction in ideal number of children has been suggested as a necessary condition for fertility decline especially in high fertility countries of Western and Central Africa. In this study, we explored the effects of individual, household as well as community characteristics on fertility desires among young men and women aged 15–24 years in Nigeria. We analysed data for 2674 males and 9637 females aged 15–24 years extracted from the 2018 Nigeria Demographic and Health Survey. The outcome variable was desire for large family size (DLFS) defined as ideal number of children greater than four. Results showed that DLFS was 71% among men and 53% in women. Individual-level factors associated with DLFS among men include Islam religion, household size and wealth status. Geo-political region and high level of negative attitude to family planning were the main community-level factors associated with DLFS. For women, individual-level positively associated with DLFS were Islam religion, and being currently married. Compared to Yoruba, other ethnic groups were more likely to favour DLFS. The negative factors associated with DLFS among young women include higher education and wealth status. At the community-level, Northern geo-political regions, child mortality experience and negative attitude to family planning were positively associated with DLFS. The influence of religion, household wealth and attitude to family planning differ between young men and women. Multi-dimensional strategies with active communication and programmatic interventions are needed so that desire for large family size by young men and women do not slow down fertility transition in Nigeria.

Association between socioeconomic status and fertility among adolescents aged 15 to 19: an analysis of the 2013/2014 Zambia Demographic Health Survey (ZDHS)

Background

Adolescents face significant barriers to access and utilization of sexual and reproductive health services in many low-income settings, which in turn may be associated with adverse consequences such as early pregnancy, sexually transmitted infections, unsafe abortion and mortality. There is evidence suggesting that limited access to sexual and reproductive health information and services among adolescents contributes to these outcomes. We aimed to find out the factors that affect the fertility of adolescents aged 15 to 19 years in Zambia and to identify possible drivers of adolescents’ fertility.

Methods

Secondary analysis of the ZDHS 2013/14 data was carried out to find out the factors that affect the fertility rate of adolescents aged 15 to 19 years using multivariate logistic regression (n = 3666).

Results

Overall, 23.1% of adolescents had given birth at least once in the 5 years leading to the survey (n = 3666, 99.4% response), and 49.8% were rural-based while 50.2% were urban-based. The median number of schooling was 8 years (IQR 6–10). About 52% of the adolescents were in the poorer, poor and medium wealth quintiles while the other 48% were in the rich and richer quintiles. Factors found to affect fertility include residence, wealth status, educational attainment, marriage and abortion. An urban-based adolescent with a lower socioeconomic status was 2.4 times more likely to give birth compared to rural-based poorer adolescents (aOR = 2.4, 95% CI: 1.5, 3.7, p < 0.001). Although odds of giving birth were much higher among rural-based married adolescents (aOR = 8.0, 95% CI: 5.4, 11.9, p < 0.001) compared to urban married adolescents (aOR = 5.5, 95% CI: 8.3, 16.0, p < 0.001), and these relationships both statistically significant, higher educational attainment (aOR = 0.7, 95% CI: 0.6, 0.8 p < 0.001) and abortion (aOR = 0.3, 95% CI: 0.1, 0.8, p = 0.020) reduced these odds, particularly for rural-based adolescents.

Conclusion

Despite response aimed at reducing adolescent fertility, low wealth status, low educational attainment and early marriage remain significant drivers of adolescent fertility in Zambia. There is a need to address sexual and reproductive health needs of urban-based adolescents with a lower socioeconomic status.

Adolescents go through serious challenges related to accessing and using sexual and reproductive health services in many low-income settings, and may also be related to negative consequences such as early pregnancy, sexually transmitted infections and unsafe abortion and death. Research has revealed that limited access to sexual and reproductive health information and services among young people contributes to these negative consequences. This analysis aimed to find out the factors that affect the fertility of 3666 adolescents aged 15 to 19 years in Zambia and to identify possible drivers of adolescents’ fertility, using the Zambia Demographic and Health Survey conducted in 2013/2014. A little over a quarter of the adolescents had given birth at least once in the five years leading to the survey. About half of the young people were rural-basedwhile the other half were urban-based, with an average of about 8 years in school. The rural-based adolescents had slightly lower average years in school compared to the urban-based; 7 years and 9 years respectively. Living in a rural area, residing in a home with a low wealth status and being married were all linked to higher chances of giving birth, while terminating a pregnancy and having more years of education were linked to lower chances of giving birth among the adolescents. Urban-based adolescents with lower wealth status were also linked to higher chances of giving birth compared to urban-based adolescents with higher wealth status. These results suggest that while residing in rural areas and being married increase the chances of higher fertility, the adolescents in urban areas but with lower wealth status also need interventions aimed at reducing their fertility.

Total Demand, Use and Unmet Need for Modern Contraceptives Among Women Living in Informal Settlements in Kira Municipality, Wakiso District, Uganda. Implications for Urban Health

Background: Update and utilization of modern contraceptives has public health benefits including reduction of unintended pregnancies, unsafe abortions, and related maternal mortality. However, paucity of evidence on key indicators of family planning in the informal settlements abounds. Data are usually collapsed within the larger urban communities that tend to mask peculiarities of informal settlements. This study determined the proportion of women using modern contraceptives, the unmet need for modern contraceptives and the total demand in informal settlements of an urban municipality. Methods: A cross-sectional study conducted among 626 women in the reproductive age (15-49 years) in the informal settlements of Kira municipality (part of metropolitan Kampala). Multi-stage sampling was applied in the selection of the respondents. Descriptive and log-binomial regression analysis were conducted to determine percentage of women using modern contraceptives, unmet need, and total demand with their associated factors. All analyses were conducted using STATA version 15.0. Results: The total demand for modern contraceptives was 84.9%, modern contraceptive prevalence was 47.4% nearly meeting the national target of 50%, however the unmet need was 37.3%, which much higher than the national target of 10%. Lower total demand for contraceptives was associated with higher women's education status and preference to have another child, while higher total demand was associated with having at least one living child. Higher modern contraceptives use was associated with older age, having at least one living child and high decision-making power, while lower modern contraceptives use was associated with higher education and undetermined fertility preference. Lower unmet need for modern contraceptives was associated with older age (PR 0.68, 95% CI: 0.48-0.97) and high decision-making power (PR 0.64, 95% CI: 0.50-0.81), while higher unmet need was found among those who having at least one living child (PR 1.40, 95% CI: 1.01-1.93) and undetermined fertility preference (PR 1.70, 95% CI: 1.24-2.34). Conclusions: Total demand and contraceptive use were found to be higher in the informal settlements of Kira municipality, however, the unmet need was much higher among this population as compared to the national urban estimates. This indicates a much higher demand for contraceptives and the need to consider the diverse socio-demographic characteristics of urban spaces. Development of Interventions need to critically consider the diverse urban space, associated explanatory variables and a collaborative systems lens to achieve sustained improvements.

Burden of Risk Factors for Cervical Cancer Among Women Living in East Africa: An Analysis of the Latest Demographic Health Surveys Conducted Between 2014 and 2017

In East Africa, cervical cancer is a leading cause of morbidity and mortality among women diagnosed with cancer. In this study, we describe the burden of risk factors for cervical cancer among women of reproductive age in five East African countries.

Women's empowerment and fertility decision-making in 53 low and middle resource countries: a pooled analysis of demographic and health surveys

OBJECTIVE

Women's empowerment and its association with fertility preference are vital for central-level promotional health policy strategies. This study examines the association between women's empowerment and fertility decision-making in low and middle resource countries (LMRCs).

DESIGN

This cross-sectional study uses the Demographic and Health Survey database.

SETTINGS

53 LMRCs from six different regions for the period ranging from 2006 to 2018.

PARTICIPANTS

The data of women-only aged 35 years and above is used as a unit of analysis. The final sample consists of 91 070 married women.

METHODS

We considered two outcome variables: women's perceived ideal number of children and their ability to achieve preferred fertility desire and the association with women empowerment. Women empowerment was measured by their participation in household decision-making and attitude towards wife-beating. The negative binomial regression model was used to assess women's perceived ideal number of children, and multivariable logistic regression was used to evaluate women's ability to achieve their preferred fertility desire.

RESULTS

Our study found that empowered women have a relatively low ideal number of children irrespective of the measures used to assess women empowerment. In this study, the measures were participation in household decision-making (incidence rate ratio (IRR): 0.92, 95% CI: 0.91 to 0.93) and attitude towards wife-beating (IRR: 0.96, 95% CI: 0.95 to 0.97). In the LMRCs, household decision-making and negative attitude towards wife-beating have been found associated with 1.12 and 1.08 times greater odds of having more than their ideal number of children.

CONCLUSION

Our findings suggest that women's perceived fertility desire can be achieved by enhancing their empowerment. Therefore, a modified community-based family planning programme at the national level is required, highlighting the importance of women's empowerment on reproductive healthcare as a part of the mission to assist women and couples to have only the number of children they desire.

Predictors of underachieved and overachieved fertility among women with completed fertility in Ghana

BACKGROUND

A woman's ability to achieve her preferred family size is critical in addressing issues of high fertility in sub-Saharan Africa. The socio-cultural context in sub-Saharan Africa presents some difficulty for the attainment of preferred fertility for many women. Few studies in sub-Saharan Africa have examined the extent to which women are unable to achieve their preferred family sizes. This study, therefore, examines the factors that are associated with the non-attainment of women's preferred fertility by the end of their reproductive years.

DATA AND METHODS

The study analyzed pooled cross-sectional data with a sub-sample of 1,888 currently married women aged 45-49 years from five rounds of the Ghana Demographic and Health Survey, 1993 to 2014. Test of associations and multinomial logistic regression analysis were used to examine the predictors of underachieved and overachieved fertility relative to achieved fertility.

RESULTS

The results indicate that 44 per cent of the women recorded overachieved fertility while about 36 per cent underachieved their fertility. Partner wants more, experiencing child loss and married more than once were significantly associated with overachieved fertility. Nonetheless, increased years of a woman's education and delaying her at first birth were negatively associated with overachieved fertility. On the other hand, underachieved fertility was significantly associated with having a partner with fewer fertility preference, being of the Islamic faith and ever use of modern contraception.

CONCLUSION

Partner's fertility preference, child loss experience, marrying more than once and ever use of modern contraception were important predictors of a woman's inability to achieve her fertility preference. Policies to regulate men's fertility behaviour, delaying age at first birth, use of modern contraception, encouraging longer years of education, and reducing infant and child mortality are important strategies to achieve fertility preference in Ghana.

Which factors predict fertility intentions of married men and women? Results from the 2012 Niger Demographic and Health Survey

INTRODUCTION

Niger is the country with the highest total fertility rate in the world. In the present study, we investigated factors associated with the desire for more children among married men and women in Niger.

MATERIALS AND METHODS

We utilised data from the 2012 Niger Demographic and Health Survey. The outcome variable for the study was fertility intentions. The data were analysed with Stata version 14.0. Both descriptive (frequencies and percentages) and inferential (binary logistic regression) analyses were carried out.

RESULTS

Desire for more children was 97.2% and 87.2% among men and women respectively. Women aged 45-49 were less likely to desire more children, compared to those aged 25-39 [aOR = 0.13, CI = 0.11-0.16]. The odds of desire for more children were high in rural areas, compared to urban areas [aOR = 1.61, CI = 1.20-2.17]. Childbearing women with seven or more births were less likely to desire more children, compared to those with 1-3 births [aOR = 0.09, CI = 0.06-0.14]. Men aged 50-59 were less likely to desire more children, compared to those aged 25-39 [aOR = 0.13, CI = 0.05-0.35]. Men with secondary/higher level of education were less likely to desire more children, compared to those with no formal education [aOR = 0.24, CI = 0.11-0.52]. Childbearing men with seven or more births were less likely to desire more children, compared to those with 1-3 births [aOR = 0.06, CI = 0.01-0.30].

CONCLUSION

This study shows high fertility desire among men and women in Niger. However, the prevalence of fertility desire among men is higher than that of women. A number of socio-economic and demographic factors were found to be associated with desire for more children among men and women in Niger. This calls for a collective effort to educate women and men in Niger on the negative consequences of rapid population growth and large family sizes.

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.

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.

Drivers of desire for more children among childbearing women in sub-Saharan Africa: implications for fertility control

BACKGROUND

Despite the extensive research on fertility desires among women the world over, there is a relative dearth of literature on the desire for more children in sub-Saharan Africa (SSA). This study, therefore, examined the desire for more children and its predictors among childbearing women in SSA.

METHODS

We pooled data from 32 sub-Saharan African countries' Demographic and Health Surveys. A total of 232,784 married and cohabiting women with birth history, who had complete information on desire for more children made up the sample for the study. The outcome variable for the study was desire for more children. Multilevel logistic regression analysis was conducted. Results were presented using adjusted odds ratios (aOR), with their corresponding 95% confidence intervals (CI).

RESULTS

The overall prevalence of the desire for more children was 64.95%, ranging from 34.9% in South Africa to 89.43% in Niger. Results of the individual level predictors showed that women aged 45-49 [AOR = 0.04, CI = 0.03-0.05], those with higher education [AOR = 0.80, CI = 0.74-0.87], those whose partners had higher education [AOR = 0.88; CI = 0.83-0.94], women with four or more births [AOR = 0.10, CI = 0.09-0.11], those who were using contraceptives [AOR = 0.68, CI = 0.66-0.70] and those who had four or more living children [AOR = 0.09 CI = 0.07-0.12] were less likely to desire for more children. On the other hand, the odds of desire for more children was high among women who considered six or more children as the ideal number of children [AOR = 16.74, CI = 16.06-17.45] and women who did not take decisions alone [AOR = 1.58, CI = 1.51-1.65]. With the contextual factors, the odds of desire for more children was high among women who lived in rural areas compared to urban areas [AOR = 1.07, CI = 1.04-1.13].

CONCLUSIONS

This study found relatively high prevalence of women desiring more children. The factors associated with desire for more children are age, educational level, partners' education, parity, current contraceptive use, ideal number of children, decision-making capacity, number of living children and place of residence. Specific public health interventions on fertility control and those aiming to design and/or strengthen existing fertility programs in SSA ought to critically consider these factors.

'I am the master key that opens and locks': Presentation and application of a conceptual framework for women's and girls' empowerment in reproductive health

RATIONALE

A renewed focus on women's and girls' empowerment in the era of Sustainable Development Goals reflects the belief that empowerment is central to health and development. Sexual and reproductive health (SRH) outcomes, including pregnancy and contraceptive use, may contribute to and result from empowerment. However, enhanced understanding of how women become empowered for SRH requires clear conceptualization of empowerment.

OBJECTIVE

We aimed to assess the applicability of a proposed framework for women's and girls' SRH empowerment (WGE-SRH) in sub-Saharan Africa. We sought to understand what shapes and motivates preferences for childbearing and contraception, exploring how women and girls navigate external pressures or rewards to exercise and achieve their reproductive goals.

METHODS

Grounded in the WGE-SRH framework, we conducted a qualitative study in four distinct contexts (Ethiopia, Kano and Anambra States in Nigeria, and Uganda). We implemented and analyzed 120 in-depth interviews and 38 focus group discussions with 440 women and men and translated results to refine the WGE-SRH framework.

RESULTS

Findings demonstrate the salience of women's internal motivations, including the social value and joys of motherhood, in shaping existence of reproductive choices. However, existence of choice was limited by couples' economic situations, pressures from providers, partners, and family members, and women's fears of contraceptive side effects or relationship dissolution. Despite these constraints, many found ways to exercise their reproductive choices through negotiation with partners, third party involvement in reproductive discussions, non-verbal communication, and covert use of contraception.

CONCLUSIONS

The WGE-SRH framework is useful for exploring SRH empowerment, embracing the multilevel, dynamic nature of empowerment, as a process transitioning from existence of choice (autonomy) to exercise of choice (self-efficacy, decision-making, negotiation), and, ultimately, to achievement of choice. Future research and programs related to SRH empowerment should distinguish between existence and exercise of choices to promote the health and well-being of women and girls.

Human fertility in relation to education, economy, religion, contraception, and family planning programs

Background

The world population is expected to increase greatly this century, aggravating current problems related to climate, health, food security, biodiversity, energy and other vital resources. Population growth depends strongly on total fertility rate (TFR), but the relative importance of factors that influence fertility needs more study.

Methods

We analyze recent levels of fertility in relation to five factors: education (mean school years for females), economy (Gross Domestic Product, GDP, per capita), religiosity, contraceptive prevalence rate (CPR), and strength of family planning programs. We compare six global regions: E Europe, W Europe and related countries, Latin America and the Caribbean, the Arab States, Sub-Saharan Africa, and Asia. In total, 141 countries are included in the analysis. We estimate the strength of relationships between TFR and the five factors by correlation or regression and present the results graphically.

Results

In decreasing order of strength, fertility (TFR) correlates negatively with education, CPR, and GDP per capita, and positively with religiosity. Europe deviates from other regions in several ways, e.g. TFR increases with education and decreases with religiosity in W Europe. TFR decreases with increasing strength of family planning programs in three regions, but only weakly so in a fourth, Sub-Saharan Africa (the two European regions lacked such programs). Most factors correlated with TFR are also correlated with each other. In particular, education correlates positively with GDP per capita but negatively with religiosity, which is also negatively related to contraception and GDP per capita.

Conclusions

These results help identify factors of likely importance for TFR in global regions and countries. More work is needed to establish causality and relative importance of the factors. Our novel quantitative analysis of TFR suggests that religiosity may counteract the ongoing decline of fertility in some regions and countries.