Identifying factors influencing contraceptive use in Bangladesh: evidence from BDHS 2014 data

Reproductive health service access and utilisation among migrant women in Dhaka's urban slums: a qualitative study

This study explores the impact of migration on the access and utilisation of sexual and reproductive health services by women living in an informal settlement in Dhaka, Bangladesh. A total of 16 in-depth interviews were conducted in March and April of 2019 with women (18-49 years old) who had migrated from rural areas to Dhaka. They reported continued economic insecurity while receiving minimal support from the state. All women reported financial and infrastructural barriers to accessing formal sexual and reproductive health services and tended to seek resources and support through social networks within the slum and from informal health services. Compared with more recent migrants, women who had migrated and resided in the slums for longer found it easier to utilise social networks and resources for sexual and reproductive health. Women had more agency in experimenting with contraceptives but had less power in making decisions during pregnancy and when seeking health care. Menstrual health was a neglected aspect of public health. The study indicates that public health policy targeting the urban poor needs to address the unique challenges faced by migrant women in informal settlements to rectify inequities in health services that leave significant portions of the urban poor population behind.

Effect modification of socioeconomic status in the association between contraception methods and couple's education: A secondary analysis of PDHS 2017-18

Globally, the region of South Asia reports the highest number of women (87 million) with unmet needs of contraception. Amongst the lower-middle-income countries of South Asia, Pakistan has performed poorly in enhancing contraceptive prevalence, as evident by the Contraceptive Prevalence Rate (CPR) of 34%. Factors including restricted access to contraception, a restricted selection of techniques, cultural/religious resistance, gender-based hurdles, and societal factors, such as the couple's education level, are among the most important causes for this gap in desire and usage. Thus, this study aimed to evaluate the association between couple's education level and their influence on their choice of contraception. In addition, the study also assessed the role of socioeconomic status in modifying the association between couple's education and contraception choice. Using PDHS 2017-18 data, couple's education status, preferences of contraceptive use and wealth quintiles were analyzed through multinomial logistic regression after adjusting for other confounding factors. The findings of our study revealed that out of the total sample of 14,368 women, 67.52% (n = 9701) were categorized as non-users, 23.55% (n = 3383) employed modern contraceptive methods, and 8.94% (n = 1284) utilized traditional contraceptive methods. Multivariable analysis showed that educated couples belonging to higher socioeconomic status (SES) had the highest adjusted odds ratio [7.66 (CI: 4.89-11.96)] of using modern contraceptives as opposed to uneducated couples of low socioeconomic statuses. Our analysis also revealed that the odds of using modern contraceptives were higher amongst mothers with five or more children [8.55 (CI:7.09-10.31)] as compared to mothers with less children when adjusted for other covariates. Thus, this study concludes the dynamic interplay between couple's level of education, contraceptive preference, and socioeconomic status This study contributes valuable insights for the policy makers and stakeholders to understand the intricate relationship between these factors.

Examining the decline in modern contraception usage among married women in Bangladesh: Applying Blinder-Oaxaca decomposition analysis

OBJECTIVES

Controlling population expansion and reducing unintended pregnancies through the use of modern contraceptives is a cost-effective strategy. In recent years, the rate of modern contraceptive use in Bangladesh has been declining. So, this study aimed to investigate the associated factors of the deterioration in modern contraceptive usage.

METHODS

This study used data from two successive Bangladesh Demographic and Health Surveys (2014 and 2017-18) and applied the Blinder-Oaxaca decomposition analysis to understand the drivers. A popular binary logistic regression model is fitted to determine the factors that influence the use of modern contraceptive methods over the years.

RESULTS

This study revealed that highly educated women were more likely to use modern contraception methods, and their use increased by 3 percent over the years. Factors such as women's working status, husband's education, number of living children, and fertility preference were found significantly associated with decreased usage of modern contraception methods over years. The result of the Blinder-Oaxaca (BO) decomposition analysis found a significant decrease between 2014 and 2018. Respondent's age, working status, husband's age, opinion on decision making, region, and media exposure were the most significant contributors to explaining the shift between 2014 and 2018. The two factors that contributed most to narrowing the difference between the two surveys were women's decision on own health (26%), and employment status (35%).

CONCLUSIONS

The factors that influence modern contraceptive prevalence are important to know for policy implication purposes in Bangladesh. The findings indicate the need for further improvement of factors for balancing the usage of modern contraception methods.

Short birth interval in the Asia-Pacific region: A systematic review and meta-analysis

Background

Short birth interval is associated with an increased risk of adverse health outcomes for mothers and children. Despite this, there is a lack of comprehensive evidence on short birth interval in the Asia-Pacific region. Thus, this study aimed to synthesise evidence related to the definition, classification, prevalence, and predictors of short birth interval in the Asia-Pacific region.

Methods

Five databases (MEDLINE, Scopus, Cumulative Index to Nursing and Allied Health Literature, Maternity and Infant Care, and Web of Science) were searched for studies published between September 2000 and May 2023 (the last search was conducted for all databases in May 2023). We included original studies published in English that reported on short birth interval in the Asia-Pacific region. Studies that combined birth interval with birth order, used multi-country data and were published as conference abstracts and commentaries were excluded. Three independent reviewers screened the articles for relevancy, and two reviewers performed the data extraction and quality assessment. The risk of bias was assessed using the Joanna Briggs Institute critical appraisal tool. The findings were both qualitatively and quantitatively synthesised and presented.

Results

A total of 140 studies met the inclusion criteria for this review. About 58% (n = 82) of the studies defined short birth interval, while 42% (n = 58) did not. Out of 82 studies, nearly half (n = 39) measured a birth-to-birth interval, 37 studies measured a birth-to-pregnancy, four measured a pregnancy-to-pregnancy, and two studies measured a pregnancy loss-to-conception. Approximately 39% (n = 55) and 6% (n = 8) of studies classified short birth intervals as <24 months and <33 months, respectively. Most of the included studies were cross-sectional, and about two-thirds had either medium or high risk of bias. The pooled prevalence of short birth interval was 33.8% (95% confidence interval (CI) = 23.0-44.6, I2 = 99.9%, P < 0.01) among the studies that used the World Health Organization definition.

Conclusions

This review's findings highlighted significant variations in the definition, measurement, classification, and reported prevalence of short birth interval across the included studies. Future research is needed to harmonise the definition and classification of short birth interval to ensure consistency and comparability across studies and facilitate the development of targeted interventions and policies.

Registration

PROSPERO CRD42023426975.

Role of internet use, mobile phone, media exposure and domestic migration on reproductive health service use in Bangladeshi married adolescents and young women

Numerous studies have identified factors that are associated with increased access to reproductive health services in lower-middle-income countries (LMICs). However, limited studies examined the influence of access to internet or a mobile phone, media exposure and domestic migration on reproductive health services use in LMICs like Bangladesh. This study investigated the role of such factors on the use of contraceptives, antenatal care (ANC) and postnatal care (PNC) by married adolescents and young women in Bangladesh and whether it was varied by area. Secondary data for 1665 married women aged 15-24 years, sourced from the 2019 Multiple Indicator Cluster Surveys, were included in both bivariate analyses and logistic regression modelling to examine the role of access to internet and/or mobile phone, media exposure and domestic migration on the outcome variables (contraceptive, ANC and PNC). All regression models were controlled for age, wealth, education and number of existing children. Among all participants, 69.8% were aged 20-24 years and 85.6% lived in rural areas. Of the total sample, 67.5% used contraceptives, 75.7% utilised ANC and 48.7% accessed PNC. Domestic migration significantly increased contraceptive use, with women who had moved locally within the last five years 1.84 times more likely to use contraception than those who had never moved (95% CI: 1.41-2.41, p<0.001). Women with internet or mobile phone access were more likely to receive ANC (aOR: 1.57, 95% CI: 1.22-2.00, p<0.001) compared to those without internet/mobile phone access. Media exposure was found to increase the likelihood of receiving ANC in urban areas. No significant influence was found on the use of PNC. Internet/mobile-based platforms are promising avenues for public health messaging regarding ANC in Bangladeshi married adolescents and young women. Further research is required into determinants of PNC service use in low-resource settings.

A bivariate Poisson regression to analyse impact of outlier women on correlation between female schooling and fertility in Malawi

BACKGROUND

Women's levels of education and fertility are commonly associated. In Sub-Saharan Africa, the pace of decreasing fertility rates varies greatly, and this is linked to women's levels of education. However, this association may be influenced by unusual females who have uncommon measurements on both variables. Despite this, most studies that researched this association have only analysed the data descriptively, without taking into account the effect of potential outliers. This study aimed to examine the presence and impact of outlier women on the relationship between female education and fertility in Malawi, using regression methods.

METHODS

To analyse the correlation between women's schooling and fertility and evaluate the effect of outliers on this relationship, a bivariate Poisson model was applied to three recent demographic and health surveys in Malawi. The R software version 4.3.0 was used for model fitting, outlier computations, and correlation analysis. The STATA version 12.0 was used for data cleaning.

RESULTS

The findings revealed a correlation of -0.68 to -0.61 between schooling and fertility over 15 years in Malawi. A few outlier women were identified, most of whom had either attended 0 or at least 9 years of schooling and had born either 0 or at least 5 children. The majority of the outliers were non-users of modern contraceptive methods and worked as domestic workers or were unemployed. Removing the outliers from the analysis led to marked changes in the fixed effects sizes and slight shifts in correlation, but not in the direction and significance of the estimates. The woman's marital status, occupation, household wealth, age at first sex, and usage of modern contraceptives exhibited significant effects on education and fertility outcomes.

CONCLUSION

There is a high negative correlation between female schooling and fertility in Malawi. Some outlier women were identified, they had either attended zero or at least nine years of schooling and had either born zero or at least five children. Most of them were non-users of modern contraceptives and domestic workers. Their impact on regression estimates was substantial, but minimal on correlation. Their identification highlights the need for policymakers to reconsider implementation strategies for modern contraceptive methods to make them more effective.

Pattern and determinants of contraceptive use among the muslim women in Wajir and Lamu counties in Kenya: a cross-sectional study

BACKGROUND

Improving access to family planning (FP) is associated with positive health benefits that includes averting nearly a third of all maternal deaths and 10% of childhood deaths. Kenya has made great strides in improving access to family planning services. However, amid this considerable progress, regional variation has been noted which begs the need for a clearer understanding of the the patterns and determinants that drive these inconsistencies.

METHODS

We conducted a cross-sectional study that involved 663 Muslim women of reproductive age (15-49 years) from Wajir and Lamu counties in Kenya between March and October 2018.The objective of this study was to understand patterns and determinants of contraceptive use in two predominantly Muslim settings of Lamu and Wajir counties that have varying contraceptive uptake. Eligible women were interviewed using a semi-structured questionnaire containing socio-demographic information and history of family planning use. Simple and multiple logistic regression were used to identify determinants of family planning use. The results were presented as Crude Odds Ratio (COR) and Adjusted Odds Ratio (AOR) ratios at 95% confidence interval. A p-value of 0.05 was considered statistically significant.

RESULTS

Of the 663 Muslim women of reproductive age consenting to participate in the study, 51.5%, n = 342 and 48.5%, n = 321 were from Lamu and Wajir County, respectively. The prevalence of women currently using contraceptive was 18.6% (n = 123). In Lamu, the prevalence was 32.8%, while in Wajir, it was 3.4%. The determinants of current contraceptive use in Lamu include; marital status, age at marriage, employment status, discussion with a partner on FP, acceptability of FP in culture, and willingness to obtain information on FP. While in Wajir, determinants of current contraceptive use were education, and the belief that family planning is allowed in Islam.

CONCLUSIONS

Our study found moderately high use of contraceptives among Muslim women of reproductive age in Lamu county and very low contraceptive use among women in Wajir. Given the role of men in decision making, it is critical to design male involvement strategy particularly in Wajir where the male influence is very prominent. It is critical for the government to invest in women and girls' education to enhance their ability to make informed decisions; particularly in Wajir where FP uptake is low with low education attainment. Further, our findings highlight the need for culturally appropriate messages and involvement of religious leaders to demystify the myths and misconception around family planning and Islam particularly in Wajir.

Experiences with family planning and abortion services during the Covid-19 pandemic: a qualitative study in Bangladesh, Iran and Netherlands

OBJECTIVE

Access to family planning services is a human right that plays an essential role in society's health, particularly women's health. The COVID-19 pandemic has affected all aspects of human life including access to family planning services. Accordingly, the main goal of this study was to explore the experiences of women and service providers from the main challenges and obstacles of access to family planning services and abortion services in Bangladesh, Iran, and the Netherlands during the COVID-19 pandemic.

METHODS

In this qualitative study, the data were collected through online, telephone, or in-person semi-structured interviews with key informants. Participants selected by purposive sampling method. The participants included women aged 15 to 49 (n = 63) and service providers (n = 54) in the 3 abovementioned countries. These individuals were included from October 2020 until December 2020. Conventional thematic analysis was employed to analyze the collected data.

RESULTS

The main extracted themes were challenges (reduction of referral; disruption of access to services; insufficient knowledge; worries among staff; rising prices; and unavailability of some contraceptives), measures (time extension and visit scheduling; telephone, online, and door to door services; and support of the media) and recommendations (health facility improvements; free, online, and closer services; and ongoing trainings and awareness campaigns).

CONCLUSION

The COVID-19 pandemic has affected family planning and reproductive health services in different ways and has uncovered existing inequalities in access to these services. However, in Iran, the reported challenges were also rooted in new population policies that have further limited access to family planning and abortion services.

Examining the influence of Mother-in-law on family planning use in South Asia: insights from Bangladesh, India, Nepal, and Pakistan

BACKGROUND

Contraceptive use contributes to improved maternal and child health, education, empowerment of women, slow population growth, and economic development. The role of the family in influencing women's health and health-seeking behavior is undergoing significant changes, owing to higher education, media exposure, and numerous government initiatives, in addition to women's enhanced agency across South Asia. Against this backdrop, this study assesses the relationship between women's living arrangements and contraceptive methods used in selected south Asian countries (India, Pakistan, Nepal, and Bangladesh).

METHODS

Data of currently married women aged 15-49 from the recent round of Demographic and Health Survey (DHS) of four South Asian countries, i.e., Nepal (2016), Pakistan (2017-18), Bangladesh (2017-18), and India (2019-21) had been used. Bivariate and multinomial logistic regression was performed using Stata with a 5% significance level.

RESULTS

Living arrangement of women had a significant association with contraceptive use in South Asia. The Mother-in-law (MIL) influenced the contraceptive method used by the Daughter-in-law (DIL), albeit a country-specific method choice. Modern limiting methods were significantly higher among women living with MIL in India. The use of the modern spacing method was considerably high among women co-residing with husband and/or unmarried child(ren) and MIL in Nepal and India. In Bangladesh, women living with husband and other family member including MIL were more likely to use modern spacing methods.. Women co-residing with the MIL had a higher likelihood of using any traditional contraceptive method in India.

CONCLUSIONS

The study suggests family planning program to cover MIL for enhancing their understanding on the benefits of contraceptive use and modifying norms around fertility. Strengthening the interaction between the grassroots level health workers and the MIL, enhancing social network of DIL may help informed choice and enhance the use of modern spacing methods. Women's family planning demands met with modern contraception, and informed contraceptive choices, must also be achieved to reach the 2030 Agenda for Sustainable Development.

Uptake of modern contraceptive methods among women of reproductive age in Chake District-Pemba Tanzania: a descriptive crossectional study

BACKGROUND

The uptake of the modern contraceptive method provides chances for women and couples to reach optimal child spacing, achieve the desired family size and prevent unsafe abortions and maternal deaths. Despite the efforts in the health sector still, the contraceptive prevalence rate in Zanzibar remains low (9.1%). In Pemba, few studies have been done on modern contraceptive uptake and little is known about factors that hinder the uptake of modern contraceptives among women of reproductive age. This study investigated the uptake of modern contraceptive methods among women of reproductive age (18-45 years) and its associated factors.

METHODS

This was a quantitative cross-sectional study conducted in Chake District Hospital, Pemba Tanzania. A stratified random sampling technique was used to recruit 214 eligible participants for the study. After we informed the participants, data were collected using a structured English questionnaire. The collected data was analyzed using SPSS version 25, descriptive analysis was done to determine frequencies. A chi-square test was done to determine the association between the study variables and multivariate logistic regression to check the nature and strength of the association. The p<0.05 was considered statistically significant.

RESULTS

This study included 214 women of with majority 79(36.9%) at the age group of 21-30 years, 100(46.7%) had secondary education and 187(87.4%) married. Most of the participants 212(99.1%) have heard about modern contraceptives, with health facilities being the common source of information191(45.3). More than half 120(56.1%) of the participants were not using any modern contraceptive method and injectable 38(40.4%) was the commonly reported method among users. Among the users of modern contraceptives, lack of power to decide 180(84.1%), fear of divorce 141(65.9%), and social perception of users as the cause of reduced workforce in the future 161(75.2%) were common barriers. Participants provided suggestions to improve modern contraceptive uptake including male involvement 203(94.9%) and community awareness 182(85%). Further analysis revealed women with college/university education were 2 times more likely to use modern contraceptives method compared to those with primary or not attended school(p=0.023, OR=2.437, 95% CI: 1.129-5.259). Moreover employed women were 2 times more likely to use modern contraceptives compared to unemployed/housewives (p=0.028, OR=1.844, CI=1.068-3.185).

CONCLUSION

This study assesses the uptake of modern contraceptives among women of reproductive age. Results showed a low uptake of modern contraceptives in this population. Although the observation in this study is similar to those reported in other countries, the updated information is still important to the policymakers and the Ministry of Health in the studied district.

Prevalence and determinants of adolescent childbearing: comparative analysis of 2017-18 and 2014 Bangladesh Demographic Health Survey

Objectives

Bangladesh has one of the highest adolescent childbearing rates in South Asia, which prevent women from realizing their full potential in life. This study aimed to compare the prevalence and determinants of adolescent childbearing in Bangladesh using data from the 2014 and 2017-18 Bangladesh Demographic and Health Survey (BDHS).

Methods

Nationally representative surveys of respondents were selected using a two-stage sampling process. The study recruited 2,023 and 1,951 ever-married women aged 15-19 from 2014 and 2017-18 BDHS surveys, respectively, from rural and urban settings from all eight geographic divisions of Bangladesh. Univariate and multivariate logistic regression models were fit to determine the factors associated with adolescent childbearing.

Result

The adolescent childbearing prevalence rate was 30.8% in 2014 BDHS and 27.6% in 2017-18 BDHS. Marriage at age 13 years or less also reduced significantly in 2017-18 compared to 2014 (12.7% vs. 17.4%, respectively). Significantly higher odds of adolescent childbearing were found in 2014 among women in the Sylhet Division (adjusted odds ratio (AOR) = 3.0; 95% confidence interval (CI): 1.6-6.1) and the Chittagong Division (AOR = 1.8; 95% CI: 1.8-2.7) compared to the Barisal Region; however, in 2017, there were no significant differences was found across the geographic Divisions. Compared to women in the lowest wealth quintile, women in all other quintiles had lower odds of adolescent childbearing, with the lowest odds found among women in the wealthiest quintile (AOR = 0.3; 95% CI: 0.2-0.6). Women who married at age 14-17 had 60% lower odds of adolescent childbearing compared to the women who married at age 10-13.

Conclusion

Nearly one-third of married adolescents in Bangladesh were pregnant or had at least one child in 2014, and it was reduced only marginally in 2017-18. Marriage at an early age and income inequalities among families were significant predictors of adolescent childbearing in Bangladesh. This study highlighted change in the magnitude and determinants of adolescent childbearing in Bangladesh taken data from two nationally representative surveys conducted 4 years apart.

Modern contraceptive utilisation and its associated factors among reproductive age women in high fertility regions of Ethiopia: a multilevel analysis of Ethiopia Demographic and Health Survey

OBJECTIVE

This study is aimed to assess the magnitude of modern contraceptives utilisation and associated factors among reproductive age women in high fertility regions of Ethiopia.

DESIGN

Cross-sectional study.

SETTING

High fertility regions of Ethiopian.

PARTICIPANTS

A total weighted sample of 3822 married reproductive age women.

METHODS

In this study, data were obtained from the recent Ethiopian Demographic and Health Surveys. A total weighted sample of 3822 women of reproductive age was included. A multilevel mixed-effect binary logistic regression model was fitted to identify the significant associated factors of modern contraceptive utilisation. Statistical significance was determined using adjusted OR (AOR) with 95% CI.

RESULTS

The overall modern contraceptive utilisation was 29.75% (95% CI 28.2% to 31.2%). Among the factors associated with utilisation were women's age 25-34 years (AOR 1.3; 95% CI 1.01 to 1.66) and ≥35 (AOR 1.71; 95% CI 1.37 to 2.70), husband's occupation (AOR 1.49; 95% CI 1.03 to 1.99), number of alive children: 1-4 (AOR 2.20; 95% CI 1.47 to 3.30), 5-8 (AOR 1.74; 95% CI 1.09 to 2.77), husband's desired number of children (AOR 0.77; 95% CI 0.61 to 0 .96), residency (AOR 2.37; 95% CI 1.20 to 4.67), community media exposure (AOR 1.77; 95% CI 1.01 to 3.08), region (AOR 0.13; 95% CI 0.03 to 0.52) and religion (AOR 0.49; 95% CI 0.36 to 0.66) were significantly associated with modern contraceptive utilisation.

CONCLUSION

Modern contraceptives utilisation in high fertility regions of Ethiopia was low. Women age, husband occupation, number of living children, husband's desired number of children, residency, community media exposure, region and religion were significantly associated with modern contraceptive utilisation. Therefore, to improve the utilisation of modern contraceptives, public health policy makers should consider creating awareness through mass media, male involvement in family planning, as well as family planning programmes, should be encouraged in rural areas.

Effect of one-to-one versus group counseling on uptake of postpartum contraception in selected hospitals in Ghana: A prospective cohort study

OBJECTIVE

To compare the effect of one provider to one client counseling and one provider to a group client counseling on the uptake of postpartum contraception.

METHODS

This was a hospital-based prospective cohort study among women attending a postpartum clinic at Korle-Bu Teaching Hospital and Greater Accra Regional Hospital. Postpartum mothers were recruited daily from April 1, 2017 to November 28, 2017. Mothers from this cohort that used a contraceptive method within a year postpartum were determined at 3, 6, 9, and 12 months after recruitment. A P value of less than 0.05 was considered statistically significant for all analyses.

RESULTS

Of 982 women surveyed, contraceptive uptake among women who received one-to-one counseling was 306/600 (51.0%) and that for women who received group counseling was 48/382 (12.6%) (P < 0.001). Factors associated with contraceptive uptake during postpartum period were: one-to-one counseling (adjusted odds ratio [aOR] 7.05, 95% confidence interval [CI] 4.94-10.07), mothers' age (aOR 0.95, 95% CI 0.91-0.98), being single (aOR 0.54, 95% CI 0.35-0.85), cohabiting (aOR 0.39, 95% CI 0.22-0.69), and previous use of contraception (aOR 1.55, 95% CI 1.12-2.15).

CONCLUSION

One-to-one counseling was associated with a significantly greater uptake of contraception during the postpartum period compared with group counseling. Other factors associated with uptake were age, marital status, and history of contraceptive use.

Prevalence and determinants of contraceptive method use among Bangladeshi women of reproductive age: a multilevel multinomial analysis

BACKGROUND

Much scholarly debate has centered on Bangladesh's family planning program (FPP) in lowering the country's fertility rate. This study aimed to investigate the prevalence of using modern and traditional contraceptive methods and to determine the factors that explain the contraceptive methods use.

METHODS

The study used data from the 2017-18 Bangladesh Demographic and Health Survey (BDHS), which included 11,452 (weighted) women aged 15-49 years in the analysis. Multilevel multinomial logistic regression was used to identify the factors associated with the contraceptive method use.

RESULTS

The prevalence of using modern contraceptive methods was 72.16%, while 14.58% of women used traditional methods in Bangladesh. In comparison to women in the 15-24 years age group, older women (35-49 years) were more unwilling to use modern contraceptive methods (RRR: 0.28, 95% CI: 0.21-0.37). Women who had at least a living child were more likely to use both traditional and modern contraceptive methods (RRR: 4.37, 95% CI: 3.12-6.11). Similarly, given birth in the previous 5 years influenced women 2.41 times more to use modern method compared to those who had not given birth (RRR: 2.41, 95% CI: 1.65-3.52). Husbands'/partners' decision for using/not using contraception were positively associated with the use of both traditional (RRR: 4.49, 95% CI: 3.04-6.63) and modern methods (RRR: 3.01, 95% CI: 2.15-4.17) rather than using no method. This study suggests rural participants were 21% less likely to utilize modern methods than urban participants (RRR: 0.79, 95% CI: 0.67-0.94).

CONCLUSION

Bangladesh remains a focus for contraceptive use, as it is one of the most populous countries in South Asia. To lower the fertility rate, policymakers may design interventions to improve awareness especially targeting uneducated, and rural reproductive women in Bangladesh. The study also highlights the importance of male partners' decision-making regarding women's contraceptive use.

The Association of Female Reproductive Factors with Glaucoma and Related Traits: A Systematic Review

TOPIC

This systematic review summarizes evidence for associations between female reproductive factors (age at menarche, parity, oral contraceptive [OC] use, age at menopause, and postmenopausal hormone [PMH] use) and intraocular pressure (IOP) or open-angle glaucoma (OAG).

CLINICAL RELEVANCE

Understanding the associations between female reproductive factors and glaucoma may shed light on the disease pathogenesis and aid clinical prediction and personalized treatment strategies. Importantly, some factors are modifiable, which may lead to new therapies.

METHODS

Two reviewers independently extracted articles in MEDLINE, Embase, Cochrane Database of Systematic Reviews, and Cochrane Central Register of Controlled Trials databases to identify relevant studies. Eligibility criteria included studies with human subjects aged > 18 years; a measured outcome of either IOP or OAG; a cohort, case-control, cross-sectional, or randomized controlled trial design; a reported measure of association, such as the hazard ratio, relative risk, odds ratio, or mean difference, with an associated confidence interval; and a measured exposure of at least 1 of the following variables: age at menarche, parity, OC use, age at menopause, or PMH use.

RESULTS

We included a total of 27 studies. Substantial differences in study designs, exposure and treatment levels, treatment durations, and variable reporting precluded a meaningful quantitative synthesis of the identified studies. Overall, relatively consistent associations between PMH use and a lower IOP were identified. Estrogen-only PMH use may be associated with lower OAG risk, which may be modified by race. No significant associations were found with combined estrogen-and-progesterone PMH use. No strong associations between parity or age at menarche and glaucoma were found, but a younger age at menopause was associated with an increased glaucoma risk, and adverse associations were identified with a longer duration of OC use, though no overall association with OC use was found.

CONCLUSIONS

The association between PMH use and lower IOP or OAG risk is a potentially clinically relevant and modifiable risk factor and should be investigated further, although this needs to be interpreted in the context of a high risk of bias across included studies. Future research should examine associations with IOP specifically and how the relationship between genetic factors and OAG risks may be influenced by female reproductive factors.

Factors influencing menstrual regulation and its socioeconomic inequalities among ever-married women in Bangladesh: Findings from a nationwide cross-sectional survey

Despite a significant drop in maternal mortality in Bangladesh, unsafe abortion remains a critical maternal health issue that could be reduced by promoting menstrual regulation (MR). This study aimed to investigate the prevalence and determinants of MR use among ever-married women as well as to identify the socioeconomic inequalities in MR use in Bangladesh. The latest Bangladesh Demographic and Health Survey (BDHS) 2017-18 data were used in this study. We used a sub-sample of 12,586 ever-married women aged 15 to 49 years for this study. To identify the determinants of MR, multilevel (mixed-effect) binary logistic regression analysis was used while accounting for potential between-clusters variations. The weighted prevalence of MR was 7.64% (95% CI: 7.19 - 8.12). Women of aged 20-29 years (AOR: 2.50, 95% CI: 1.46, 4.30) and ≥ 30 years (AOR: 4.17, 95% CI: 2.39, 7.26), from urban areas (AOR: 1.24, 95% CI: 1.04, 1.47), having one or two children (AOR: 1.96, 95% CI: 1.25, 3.09) and ≥ 3 children (AOR: 2.26, 95% CI: 1.40, 3.65), who used traditional contraceptive method (AOR: 1.39, 95% CI: 1.12, 1.73), and from Barishal division (AOR: 1.44, 95% CI: 1.08, 1.93) were more likely to have MR. Women were less likely to have MR if they were from Chittagong (AOR: 0.62, 95% CI: 0.46, 0.84) and Mymensingh (AOR: 0.51, 95% CI: 0.36, 0.73) divisions. MR use was found to be higher among higher socioeconomic status (SES) groups as the concentration index (CIX) value was positive and the Lorenz curve lay below the line of equality (CIX: 0.095, p<0.001). Health policy and intervention design should prioritize minimizing socioeconomic inequities concerning MR services.

Availability and readiness of healthcare facilities and their effects on long-acting modern contraceptive use in Bangladesh: analysis of linked data

Aim

Increasing access to long-acting modern contraceptives (LMAC) is one of the key factors in preventing unintended pregnancy and protecting women’s health rights. However, the availability and accessibility of health facilities and their impacts on LAMC utilisation (implant, intrauterine devices, sterilisation) in low- and middle-income countries is an understudied topic. This study aimed to examine the association between the availability and readiness of health facilities and the use of LAMC in Bangladesh.

Methods

In this survey study, we linked the 2017/18 Bangladesh Demographic and Health Survey data with the 2017 Bangladesh Health Facility Survey data using the administrative-boundary linkage method. Mixed-effect multilevel logistic regressions were conducted. The sample comprised 10,938 married women of 15–49 years age range who were fertile but did not desire a child within 2 years of the date of survey. The outcome variable was the current use of LAMC (yes, no), and the explanatory variables were health facility-, individual-, household- and community-level factors.

Results

Nearly 34% of participants used LAMCs with significant variations across areas in Bangladesh. The average scores of the health facility management and health facility infrastructure were 0.79 and 0.83, respectively. Of the facilities where LAMCs were available, 69% of them were functional and ready to provide LAMCs to the respondents. The increase in scores for the management (adjusted odds ratio (aOR), 1.59; 95% CI, 1.21–2.42) and infrastructure (aOR, 1.44; 95% CI, 1.01–1.69) of health facilities was positively associated with the overall uptake of LAMC. For per unit increase in the availability and readiness scores to provide LAMC at the nearest health facilities, the aORs for women to report using LAMC were 2.16 (95% CI, 1.18–3.21) and 1.74 (95% CI, 1.15–3.20), respectively. A nearly 27% decline in the likelihood of LAMC uptake was observed for every kilometre increase in the average regional-level distance between women’s homes and the nearest health facilities.

Conclusion

The proximity of health facilities and their improved management, infrastructure, and readiness to provide LAMCs to women significantly increase their uptake. Policies and programs should prioritise improving health facility readiness to increase LAMC uptake.

Exploring hot spots of short birth intervals and associated factors using a nationally representative survey in Bangladesh

Short Birth Interval (SBI, defined as < 33 months interval between the two most recent births or < 24 months between one live birth to the next pregnancy) is a public health problem in most low- and lower-middle-income countries. Understanding geographic variations in SBI, particularly SBI hot spots and associated factors, may help intervene with tailored programs. This study identified the geographical hot spots of SBI in Bangladesh and the factors associated with them. We analyzed women's data extracted from the 2017/18 Bangladesh Demographic and Health Survey and the healthcare facility data extracted from the 2017 Service Provision Assessment. SBI was the outcome variable, and it was defined as an interval between consecutive births of 33 months or less, as recommended by the World Health Organization. The characteristics of mothers and their partners were the explanatory variables. Moran's I was used to examine the spatial variation of SBI in Bangladesh whereas the Getis-Ord [Formula: see text](d) was used to determine the hot spots of SBI. The Geographical Weighted Regression (GWR) was used to assess the predictors of SBI at the enumeration areas' level. The variables included in the GWR were selected using the exploratory regression and ordinary least square regression model. Data of 5941 women were included in the analyses. Around 26% of the total births in Bangladesh had occurred in short intervals. A majority of the SBI hot spots were found in the Sylhet division, and almost all SBI cold spots were in the Rajshahi and Khulna divisions. No engagement with formal income-generating activities, high maternal parity, and history of experiencing the death of a child were significantly associated with SBI in the Sylhet division. Women's age of 34 years or less at the first birth was a protective factor of SBI in the Rajshahi and Khulna divisions. The prevalence of SBI in Bangladesh is highly clustered in the Sylhet division. We recommend introducing tailored reproductive health care services in the hot spots instead of the existing uniform approach across the country.

Socioeconomic inequalities in contraceptive use among female adolescents in south Asian countries: a decomposition analysis

BACKGROUND

Contraceptive knowledge and use has been an emerging topic of interest in adolescents in Asia. This study quantified the contribution of the socioeconomic determinants of inequality in contraceptive use among currently married female adolescents (15-24) in four south Asian countries: India, Bangladesh, Nepal and Pakistan.

DATA AND METHODS

The data of Demographic Health Survey (DHS) for four South Asian countries, i.e. India (NFHS 2015-16), Nepal (DHS 2016), Bangladesh (DHS 2014) and Pakistan (DHS 2012-2013) has been used for examining the contraceptive use and inherent socioeconomic inequality. After employing logistic regression, concentration curves based on decomposition analysis have been made to analyse the socioeconomic inequality.

RESULTS

The results reveal that the use of contraception among female adolescents remains low and factors like education, employment, having one or more children, media exposure were positively associated with it. In terms of socioeconomic inequality, a significant amount of variation has been observed across the countries. In India, poor economic status (95.23%), illiteracy (51.29%) and rural residence (23.06%) contributed maximum in explaining the socioeconomic inequality in contraceptive use among female adolescents. For Bangladesh, the largest contributors to inequalities were rural residence (260%), illiteracy (146.67%) while birth order 3 + (- 173.33%) contributed negatively. Illiteracy (50%), poor economic status (47.83%) and rural residence (16.30%) contributed maximum to the inequalities in contraceptive use in Pakistan while birth order 3 + (- 9.78%) contributed negatively. In Nepal, the important operators of inequalities were unemployment (105.26%), birth order 3 + (52.63%) and poor economic status (47.37%), while rural residence contributed negatively (- 63.16%) to inequalities in contraceptive use.

CONCLUSIONS

Using a cross country perspective, this study presents an socioeconomic inequality analysis in contraceptive use and the important factors involved in the same. Since the factors contributing to inequalities in contraceptive use vary across countries, there is a need to imply country-specific initiatives which will look after the special needs of this age-group.

Individual and community-level determinants of non-use of contraceptive among women with no fertility desire in Ethiopia: a multilevel mixed-effect analysis

BACKGROUND

In Ethiopia, about two-third of women in the reproductive-age do not use any method of contraception. Moreover, evidence on non-use of contraceptives among women who do not have future fertility desires are limited. Therefore, this study intended to identify both individual and community-level determinants of non-use of contraceptives among this group in Ethiopia using a multilevel mixed effect analysis.

METHODS

Data retrieved from the demographic and health survey program official database website ( http://dhsprogram.com ) were used in this study. The suvey was conducting using a multistage cluster sampling technique and a weighted sample of 4398 reproductive-age women with no fertility desire was used in this study. Four models were fitted using a multilevel multivariable logistic regression to identify determinants of non-use of contraceptives and model with the lowest Akaike's Information Criterion was selected as a best fitted model. Adjusted odds ratio with its corresponding 95% confidence interval was used to declare the statistical significance of the independent variables.

RESULTS

Overall, 65.3% [95% CI (63.9%, 66.7%)] of women with no fertility desire were not using any contraceptive method. Living in large central [AOR (95% CI)  0.45 (0.31, 0.67)] and metropolitan regions [AOR (95% CI) 0.39 (0.22, 0.68)] and being from household with middle [AOR (95% CI)  0.65 (0.42, 0.93)] and rich wealth index [AOR (95% CI)  0.67 (0.44, 0.98)] were negatively associated with non-use of contraceptives. Besides, being from a community with high women illiteracy [AOR (95% CI)  1.38 (1.15, 1.67)], being Muslim [AOR (95% CI)  1.86 (1.22, 2.85)], having history of pregnancy termination [AOR (95% CI) 1.59 (1.10, 2.31)], having a husband who desire to have more children [AOR (95% CI)  1.46 (1.02, 2.09)] were the positive determinants of non-utilization of contraceptives.

CONCLUSION

Nearly two-third of reproductive-age women with no fertility desire in Ethiopia do not use any contraceptive method. Awareness creation interventions on the benefits of contraceptives targeting Muslim religion followers and improving women education and their economic empowerment at household level may decrease the proportion of non-use of contraceptives at a national level.

Modern Contraceptive Utilization and Associated Factors Among Married Women in Liberia: Evidence from the 2019 Liberia Demographic and Health Survey

BACKGROUND

Contraceptive methods help individuals control the number, interval, and timing of pregnancies and prevent unwanted pregnancies.

OBJECTIVE

This study aimed to assess the prevalence of modern contraceptive utilization and associated factors among married reproductive-age women in Liberia.

METHODS

This study was based on a large community-based cross-sectional survey, conducted from October 16, 2019, to February 12, 2020, in Liberia. The survey employed a multistage cluster sampling technique to recruit study participants. Binary logistic regression was used to identify associated factors of contraceptive utilization. A p-value of <0.05 and a 95% confidence interval were used to declare statistical significance.

RESULTS

The overall modern contraceptive utilization among reproductive-age women in Liberia was 23.87% (95% CI: 27.3, 29.9). Women with the age group of 20 and 24 years [AOR = 2.08 (95% CI:1.37, 3.14)], 25-29 years [AOR = 1.73 (95% CI: 1.13, 2.65)], 45-49 years [AOR = 0.46, 95% CI: 0.27, 0.76], being Muslim [AOR = 0.52, 95% CI: 0.399, 0.67], residing in South Eastern Regions (B) [AOR = 1.40, 95% CI: 1.11, 1.79], south central [AOR=0.48 95% CI:0.37, 0.61] and North Central region [AOR = 0.48, 95% CI: 0.37, 0.61], being employed [AOR = 1.26, 95% CI:1.06, 1.51], having 1-2 child/children [AOR = 2.81, 95% CI:1.80, 4.39] 3-4 children [AOR = 3.87, 95% CI:3.87, 6.24] and 5 and above [AOR = 7.06, 95% CI: 4.27, 11.69], completed primary [AOR = 1.52, 95% CI: 1.22, 1.88] and higher education [AOR = 1.72, 95% CI: 1.01, 2.94], having educated husband [AOR = 1.35, 95% CI: 1.12, 1.63], being from richer households [AOR = 1.41, 95% CI:1.09, 1.82], and had declared infecund [AOR = 0.13, 95% CI: 0.046, 0.36] were independently associated with modern contraceptive utilization among married women in Liberia.

CONCLUSION

The prevalence of modern contraceptive utilization among reproductive-age women in Liberia was low. Contraceptive utilization was affected by partners' education and participants' socio-demographic and obstetric attributes. Thus, public health interventions are urgently required to enhance use of contraceptives among this group of population.

Individual, household, and community-level predictors of modern contraceptive use among married women in Cameroon: a multilevel analysis

Background

Unintended pregnancy remains a major public health and socio-economic problem in sub-Saharan African countries, including Cameroon. Modern contraceptive use can avert unintended pregnancy and its related problems. In Cameroon, the prevalence of modern contraceptive use is low. Therefore, this study investigated the individual/household and community-level predictors for modern contraceptive use among married women in Cameroon.

Methods

Data for this study were derived from the nationally representative 2018–2019 Cameroon Demographic and Health Survey. Analysis was done on 6080 married women in the reproductive age group (15–49 y) using Stata version 14 software. Pearson χ² test and multilevel logistic regression analysis were conducted to examine the individual/household and community-level predictors of modern contraceptive use. Descriptive results were presented using frequencies and bar charts. Inferential results were presented using adjusted odds ratios (aORs) with 95% confidence intervals (CIs).

Results

The results show only 18.3% (95% CI 16.8 to 19.8) of married women in Cameroon use modern contraceptives. Women's age (45–49 y; aOR 0.22 [95% CI 0.12 to 0.39]), education level (secondary education; aOR 2.93 [95% CI 1.90 to 4.50]), occupation (skilled manual; aOR 1.46 [95% CI 1.01 to 2.11]), religion (Muslim; aOR 0.63 [95% CI 0.47 to 0.84]), wealth quintile (richest; aOR 2.22 [95% CI 1.35 to 3.64]) and parity (≥5; aOR 3.59 [95% CI 2.61 to 4.94]) were significant individual/household-level predictors. Region (East; aOR 3.63 [95% CI 1.97 to 6.68]) was identified as a community-level predictor.

Conclusions

Modern contraceptive use among married women in Cameroon is low. Women's education and employment opportunities should be prioritized, as well as interventions for married women, ensuring equity in the utilization of modern contraceptives across regions.

Women's post-abortion contraceptive use: Are predictors the same for immediate and future uptake of contraception? Evidence from Ghana

This study seeks to identify the socio-demographic, reproductive, partner-related, and facility-level characteristics associated with women’s immediate and subsequent use of post-abortion contraception in Ghana. Secondary data from the 2017 Ghana Maternal Health Survey were utilized in this study. The weighted data comprised 1,880 women who had ever had an abortion within the five years preceding the survey. Binary logistic regression analyses were performed to examine the associations between the predictor and outcome variables. Health provider and women’s socio-demographic characteristics were significantly associated with women’s use of post-abortion contraception. Health provider’s counselling on family planning prior to or after abortion and place of residence were associated with both immediate and subsequent post-abortion uptake of contraception. Among subsequent post-abortion contraceptive users, older women (35–49), women in a union, and women who had used contraception prior to becoming pregnant were strong predictors. Partner-related and reproductive variables did not predict immediate and subsequent use of contraception following abortion. Individual and structural/institutional level characteristics are important in increasing women’s acceptance and use of contraception post abortion. Improving and intensifying family planning counselling services at the health facility is critical in increasing contraceptive prevalence among abortion seekers.

Factors associated with the utilization of reproductive health services among the Bangladeshi married women: Analysis of national representative MICS 2019 data

OBJECTIVES

We calculated the prevalence of reproductive health services utilization among the currently married non-pregnant women in Bangladesh and investigated its association with demographics and socio-economic factors.

METHODS

Publicly available secondary country representative 2019 Multiple Indicator Cluster Survey (MICS) dataset was analyzed. A two-stage stratified random sampling technique was followed, and all administrative districts (N=64) of Bangladesh were covered in the MICS 2019. Contraceptive use, antenatal care and skilled birth attendant were considered as utilization of reproductive health services and both crude and adjusted Odd Ratio (OR) were reported using a total of 8917 (weighted) data.

RESULTS

In Bangladesh, 36.9% of married non-pregnant women utilized all three reproductive health services. However, at disaggregated level, contraceptive use (66.9%), antenatal care (83%) and skilled birth attendant (59.3%) were found 2-3 folds higher then cumulative prevalence. Increased likelihood of utilization of reproductive health services (either combined or at individual services) was observed among those women who had higher education [AOR= 2.63, 95% CI 1.99 to 3.47], belong to wealthy families [AOR= 2.46, 95% CI 1.94 to 3.12], residing in urban areas [AOR= 1.33, 95% CI 1.14 to 1.54], having a smaller number of children [AOR= 1.53, 95% CI 1.25 to 1.87], and exposure to media [AOR= 1.44, 95% CI 1.26 to 1.63].

CONCLUSION

Around one-third of Bangladeshi married women received combined contraceptive use, antenatal care and skilled birth attendant reproductive health services; however, variation exist at the individual service level. Targeted public health campaign focusing on women education and media advertisement may increase the utilization.

Prevalence and factors associated with family planning during COVID-19 pandemic in Bangladesh: A cross-sectional study

BACKGROUND AND OBJECTIVES

The COVID-19 pandemic has negatively impacted health systems worldwide, including in Bangladesh, limiting access to family planning information (FP) and services. Unfortunately, the evidence on the factors linked to such disruption is limited, and no study has addressed the link among Bangladeshis. This study aimed to examine the socioeconomic, demographic, and other critical factors linked to the use of FP in the studied areas during the COVID-19 pandemic.

METHODS

The characteristics of the respondents were assessed using a cross-sectional questionnaire survey and descriptive statistics. The variables that were substantially linked with FP usage were identified using a Chi-square test. In addition, a multivariate logistic regression model was used to identify the parameters linked to FP in the study areas during the COVID-19 pandemic.

RESULTS

The prevalence of FP use among currently married 15-49 years aged women was 36.03% suggesting a 23% (approximately) decrease compared to before pandemic data. Results also showed that 24.42% of the respondents were using oral contraceptive pills (OCP) which is lower than before pandemic data (61.7%). Multivariate regression analysis provided broader insight into the factors affecting FP use. Results showed that woman's age, education level of the respondents, working status of the household head, locality, reading a newspaper, FP workers' advice, currently using OCP, ever used OCP, husbands' supportive attitude towards OCP use, duration of the marriage, ever pregnant, the number of children and dead child were significantly associated with FP use in the study areas during COVID-19 pandemic.

CONCLUSIONS

This study discusses unobserved factors that contributed to a reduction in FP use and identifies impediments to FP use in Bangladesh during the COVID-19 epidemic. This research further adds to our understanding of FP usage by revealing the scope of the COVID-19 pandemic's impact on FP use in Bangladesh's rural and urban areas.

Mass media exposure and use of reversible modern contraceptives among married women in India: An analysis of the NFHS 2015-16 data

Since the inception of the National Programme for Family Planning, messages on family planning (FP) have been promoted across India using different mass media platforms. Mass media plays an important role in disseminating important information among the masses, such as how reversible modern methods give women more reproductive choices than opting for permanent methods that limit their child-bearing capacity. Mass media can provide a continuous flow of information and motivation to deter women from discontinuing the methods they have opted for. However, very few studies have been conducted on this issue, especially using recently available data. This study particularly focuses on exposure to mass media and the use of reversible modern methods of family planning among married women in India. The data for this study was obtained from the National Family Health Survey (2015–16) on currently married women aged 15–49 years. The association of reversible modern method use with media exposure variables was examined, controlling for a set of independent variables from multiple levels—individual, district, state, and region. The findings from this study showed that television was the most important medium for disseminating information on FP among married women in India. Spatial analysis revealed that some districts in the north, parts of the northeast, and Kerala in South India lacked any television exposure. The results from the decomposition analysis showed that mass media exposure was associated with a 14% increase in the use of reversible modern methods. Results from the multilevel analyses showed that exposure to TV along with other media (AOR 1.57 95% CI 1.49–1.65) and exposure to FP messages through different media (AOR 1.22 95% CI 1.12–1.32) had a significant positive effect on the use of reversible modern methods even when various individual, district, state, and regional-level factors were controlled. The findings of this paper provide evidence supporting the use of mass media to promote and increase awareness of voluntary contraceptive use in India. An increase in mass media exposure coupled with improvement in coverage and services of the FP program can significantly increase the use of reversible modern methods in a cost-effective yet efficient manner among women in need of FP services.

Investigating Reproductive Life Plan in Pregnant Women Referred to Teaching Hospitals of Mashhad, Iran

Background:

Reproductive Life Planning (RLP) is a person-centered approach that investigates the reproductive needs, values, and priorities of each person and not only reduces the risk of unwanted pregnancies but also improves pregnancy outcomes and childbirth by investigating the health behaviors and underlying diseases of each individual. Therefore, the present study was conducted to assess RLP in pregnant women.

Materials and Methods:

This descriptive cross-sectional study was carried out on 1019 pregnant women who were referred to outpatient clinics of teaching hospitals in Mashhad, Iran, during May–August 2019. The participants were selected using a convenience sampling method. The data collection tool used was a questionnaire. Data analysis was performed in SPSS software.

Results:

The results of this study showed that about two-thirds of the participants had a plan for their reproductive years. The age range of the participants was 13–47 years. Among the women, 38.60% had experienced failure of contraceptive method, and 32.20% had an unmet need for family planning. Moreover, only one-third of the women had been referred for preconception care, but 88.70% of the pregnant women had their initial prenatal care visit in their first trimester.

Conclusions:

Given the considerable number of unwanted pregnancies and unmet needs for family planning in the present study, the modification of family planning policies seems necessary. Various strategies have been proposed to prevent unintended pregnancies such as RLP. The long-term goals of RLP are to plan pregnancies and improve maternal and infant outcomes.

Factors associated with knowledge and use of the emergency contraceptive pill among ever-married women of reproductive age in Bangladesh: findings from a nationwide cross-sectional survey

OBJECTIVES

The study aimed to assess the prevalence and factors associated with knowledge and use of the emergency contraceptive pill (ECP) among ever-married women in Bangladesh.

METHODS

The study was based on a secondary dataset of the 2014 Bangladesh Demographic and Health Survey. Complete (weighted) data of 17,592 women aged 15-49 years were analysed.

RESULTS

The prevalence of having knowledge and use of the ECP among ever-married women in Bangladesh was 13.6% and 1.8%, respectively. Administrative region and type of residence (urban or rural), household wealth index, educational level (of both the woman and her spouse), spouse's occupation, number of living children, weight, current use of contraception and a history of pregnancy termination were positively associated with knowledge and use of the ECP.

CONCLUSION

A large proportion of Bangladeshi women of reproductive age had a lack of knowledge and use of the ECP. Nationwide reproductive health education programmes may improve the situation.

Rural-Urban Differentials of Long-Acting Contraceptive Method Utilization Among Reproductive-Age Women in Amhara Region, Ethiopia: Further Analysis of the 2016 EDHS

BACKGROUND

The sharp fertility drop-off in the Amhara region between 2000 and 2011 was due to an increase in modern contraceptive utilization of rural women. However, long-acting contraceptive method utilization was higher among urban than rural women. Therefore, this study aimed to assess rural-urban differentials of long-acting contraceptive method utilization and the contributing factors among reproductive-age women in the Amhara region: analysis of the 2016 EDHS.

METHODS

The 2016 EDHS data were used. A weighted sample of 2188 (1675 rural and 513 urban) fecund reproductive-age women was used, and a mixed-effects logistic regression model was fitted. Multivariable logistic regression analysis at a P-value <0.05 and adjusted odds ratio with a 95% confidence interval were used to declare significant associations.

RESULTS

The overall long-acting contraceptive method use was 13.3% (95% CI=11.6-15.8), and it was 14.8% (95% CI=12.4-17.2) among rural and 8.3% (95% CI=4.5-12.4) among urban women. Among urban women, the odds of long-acting contraceptive method use was higher for women living with a partner (AOR=6.83; 95% CI=1.23-37.84), married women (AOR=5.21; 95% CI=1.95-13.89), women living in a male-headed household (AOR=5.29; 95% CI=1.26-22.38), and women whose partner wanted fewer children (AOR=11; 95% CI=3.46-16.2). Among rural women, the odds of long-acting contraceptive use was higher for women in the richest wealth index (AOR=6.69; 95% CI=3.02-14.83), married women (AOR=30.26; 95% CI=8.81-42.9), women with good knowledge of LACMs (AOR=1.75; 95% CI=1.25-2.46), and women who had no correct knowledge of their ovulatory cycle (AOR=1.93; 95% CI=1.16-3.19).

CONCLUSION

Long-acting contraceptive method use was lower than the national target. LACM use was 8.3% (95% CI=4.5-12.4) among urban and 14.8% (95% CI=12.4-17.2) among rural women. Overall, marital status, educational level, the total number of children, knowledge of LACMs, and correct knowledge of the ovulatory cycle were significantly associated with LACM use.

Contraceptive use among women with no fertility intention in Ethiopia

Introduction

Ethiopia is one of the Sub-Saharan African countries with high unintended pregnancy rate. Every woman in Ethiopia experiences at least one unintended birth. Although there were some studies about contraceptive use among all women in Ethiopia, evidence about contraceptive use among women with no fertility intention was limited. Therefore, this analysis was performed to assess the prevalence of contraceptive use and associated factors among fecund, married reproductive-age women who intended no more children.

Methods

We used the 2016 Ethiopian Demography and Health Survey (EDHS) data collected through a two-stage stratified cluster sampling technique. EDHS was a community based, cross-sectional study conducted from January 18, 2016, to June 27, 2016. A total of 2,859 fecund married reproductive age women with no desire to have more children were included in this study. Both descriptive and logistic regression analysis were performed using STATA V.14. A 95% confidence interval was used to declare statistical significance.

Results

Contraceptive use among fecund married reproductive-age women who want no more children was 51.1% (95%CI: 47.0–55.24%). Visit by health workers at home (AOR = 1.37, 95%CI: 1.02, 1.83), living in Addis Ababa (AOR = 3.38 95%CI: 1.76, 6.37) and having better wealth index (middle (AOR = 1.76, 95%CI: 1.25, 2.47) and being rich (AOR = 1.96, 95%CI: 1.40, 2.74)) were found positively associated with contraceptive use. On the other hand, living in the Somali region (AOR = 0.10, 95%CI: 0.01, 0.85), and being Muslim (AOR = 0.45, 95%CI: 0.30, 0.67) were found negatively associated with contraceptive use.

Conclusion

Contraceptive use among fecund married reproductive-age women with no fertility intention was low compared to their demand. Therefore, to improve contraceptive use, the provision of family planning counseling and information should be strengthened. Further intervention is needed to narrow disparities in contraceptive use among regions and different population groups.

Factors associated with unmet fertility desire and perceptions of ideal family size among women in Bangladesh: Insights from a nationwide Demographic and Health Survey

Introduction

Along with the developing world, Bangladesh has made a tremendous improvement in declining total fertility rate, however, this declining trend is not uniform to all the socio-demographic stratum. Incongruities exist between the numbers of children that women bearing and what they actually desired which refers to unmet fertility desire. This study aims to elicit women’s perception of ideal number of children and predictors of unmet fertility desire in Bangladesh.

Method

This study analyzed nationally representative cross-sectional Bangladesh Demographic and Health Survey 2014 data. A two-stage stratified random sampling technique was used while a total of 17,863 ever-married women were interviewed between June and November 2014. A total of 10,912 eligible women were included in the analysis. Poisson regression analysis and logistic regression models were used to measure women’s perception of the ideal number of children and to determine the influencing factors of unmet fertility desires.

Result

The mean value of the perceived ideal number of children was 2.22 (SD ± 0.73) and the majority of women (71.2%) expect to have two children in their lifetime. Approximately 46% of mothers reported bearing more children than they desired. The perceived ideal number of children was significantly higher among women who were living in rural areas, from Sylhet division, Muslim, unemployed, and experienced child death and those who justified beating. Findings revealed that several factors such as place of residence, geographic location, religion, wealth index, maternal age and education, partners’ education, experiencing child death, and other empowerment-related indicators were significantly associated with unmet fertility desires.

Conclusion

Perceived ideal number of children differs among women’s socioeconomic and demographic strata. Unmet fertility desire was also found which indicates that reproductive knowledge and health care services are still necessary for some socio-demographically disadvantaged/vulnerable people and this group should be regularly monitored to control population growth.

Modern contraceptive utilization and associated factors among reproductive-age women in Ethiopia: evidence from 2016 Ethiopia demographic and health survey

Background

Modern contraceptive methods enable couples to enjoy sexual intercourse without fear of the risk of pregnancy at any desired time. The evidence from different studies done in Ethiopia on modern contraceptive method utilization was highly varied and not conclusive. Therefore, the current study aims to study the magnitude of modern contraceptive utilization and associated factors among reproductive-age women in Ethiopia based on 2016 EDHS data.

Method

A nationally representative 2016 EDHS data collected between January 18/ 2016 to June 27/2016 were used. Descriptive studies and logistic regression models were used to summarize descriptive data and measure statistical association respectively. Adjusted odds ratio and confidence interval were respectively used to measure association and its statistical significance. Finally, statistical significance was declared using a confidence interval.

Result

In the current study, the overall modern contraceptive utilization among reproductive-age women in Ethiopia was 3203 (20.42%). The injectable contraceptive method was the most commonly used modern contraceptive method, 1886(58.88%) followed by implant/Norplant, 779 (24.32%). The results of multivariable logistic regression showed that age, residence, region, woman’s occupation, number of living children, husband’s education, age at first sexual intercourse, husband’s desire for more children, wealth index and watching TV were independently associated to modern contraceptive utilization among reproductive-age women in Ethiopia.

Conclusions

The magnitude of modern contraceptive utilization among reproductive-age women in Ethiopia in the current study is unexpectedly low. Age, residence, region, woman’s occupation, number of living children, husband’s education, age at first sexual intercourse, husband’s desire for more children, wealth index and watching TV were independent predictors of modern contraceptive use among reproductive-age women in Ethiopia. Any intervention strategy that promotes modern contraceptive method utilization should consider these factors for its better success.

Regional variations of contraceptive use in Bangladesh: A disaggregate analysis by place of residence

This study advances current knowledge on contraceptive use in Bangladesh by providing new insights into the extent of regional variations in contraceptive use across rural and urban areas of Bangladesh. We examined the regional variations in contraceptive use among 15,699 currently married women ages 15-49 years using data from the 2014 Bangladesh Demographic and Health Survey (BDHS). Multivariate logistic regression models of contraceptive use were calibrated with sociodemographic attributes and cultural factors. Based on the aggregate sample (i.e., rural and urban combined), we found significant regional variations in contraceptive use across the administrative divisions in Bangladesh. Based on a disaggregate sample (i.e., rural and urban separately), we found that there were significant differences in divisional variations in contraceptive use in rural areas. In contrast, no significant variation in contraceptive use across divisions in urban areas of Bangladesh was found. More specifically, among women living in rural areas, the Rajshahi and Rangpur divisions had higher odds of contraceptive use than the Barisal division, whereas the Chittagong and Sylhet divisions had much lower odds of contraceptive use even after adjusting for selected sociodemographic attributes and cultural factors. A separate analysis of the divisional variations in usage of modern methods of contraception also revealed similar findings with only one exception. Findings of this study provide an evidence-based direction for adapting a pragmatic approach to reducing the divisional disparity of contraceptive use in rural areas of Bangladesh.

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.