Sociodemographic Factors on Contraceptive Use among Ever-Married Women of Reproductive Age: Evidence from Three Demographic and Health Surveys in Bangladesh

Contraceptive uses among married women in Bangladesh: a systematic review and meta-analyses

BACKGROUND

Although Bangladesh's economy has shown significant improvement over the past two decades, the high population growth rate has hindered development efforts. This study aimed to review the prevalence of different contraceptive methods used among women of reproductive age in Bangladesh, which could help control the population growth rate.

METHODS

We conducted an extensive literature review and meta-analysis of 82 articles, identifying 20 articles for analysis. The analyses included heterogeneity and publication bias in published papers.

RESULTS

The pooled prevalence of various contraceptive methods was as follows: condom use, 7.13%; Female Sterilization, 8.09%; injectables, 12.76%; intrauterine devices (IUDs), 3.76%; male sterilization, 2.34%; periodic abstinence, 6.71%; pills, 33.21%; and withdrawal, 3.27%. Modern contraceptive methods accounted for 62.91% of usage, while traditional methods constituted 8.79%. On average, only 1.95% of women opted for the implant method. The overall prevalence of contraceptive method usage was 59.48%, with 60.59% in urban areas and 54.54% in rural areas. We found statistically significant heterogeneity for all contraceptive methods used by women in Bangladesh. The funnel plot and Egger's test showed no publication bias for any of the contraceptive methods, except condoms (Z = 2.34, P = 0.0194). The contraceptive methods used by women in rural areas also showed publication bias (Z = -3.04, P = 0.0024).

CONCLUSION

A renewed commitment from government bodies and independent organizations is needed to implement and monitor family planning strategies to ensure adherence to and provision of the most appropriate contraceptive method for couples.

Utilization of modern temporary contraceptive methods and its predictors among reproductive-aged women in India: insights from NFHS-5 (2019-21)

Evidence from various studies on modern contraceptive methods shows that the utilization varies greatly. The present study aimed to estimate the magnitude and determinants for temporary modern contraceptive utilization among reproductive-aged (15-49 years) women in India. We analysed National Family Health Survey-5 data using the "svyset" command in STATA software. Modern contraception utilization was estimated using the weighted prevalence, and its correlates were assessed by multivariable regression by reporting an adjusted prevalence ratio (aPR) with 95% confidence interval (CI). QGIS 3.2.1 software was used for spatial analysis of different temporary modern contraceptives. The mean (SD) age of 359,825 respondents was 31.6 (8.5) years with 75.1% (n = 270,311) and 49.2% (n = 177,165) of them being from rural area and having completed education up to secondary school, respectively. The overall utilization of modern temporary contraception was 66.1% [95%CI: 65.90-66.35, n = 237,953]. Multigravida (vs. nulligravida) [aPR = 2.13 (1.98-2.30)], higher education of husband (vs. not educated) [aPR = 1.20 (1.14-1.27)], urban (vs. rural) [aPR = 1.06 (1.03-1.10)], watching television less than once a week (vs. not at all) [aPR = 1.04 (1.01-1.08)], divorced (vs. married) [aPR = 0.65 (0.45-0.94)], and Scheduled Tribe (ST) (vs. unreserved) [aPR = 0.92 (0.88-0.96)] were significant independent determinants. The highest utilization of male condoms, IUCDs, pills and injections were in Himachal Pradesh (86%), Nagaland (64%), Tripura (85%), and Ladakh (20%), respectively. Out of every ten reproductive-aged (15-49 years) women in India, six are using temporary modern contraceptive methods. More intervention strategies should be planned, considering factors like gravida, education, residence, health promotion and caste to attain replacement fertility level.

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.

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.

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.

Prevalence and Determinants of Contraceptive Utilization among Women in the Reproductive Age Group in Ethiopia

INTRODUCTION

Despite the huge advantages of family planning programs, contraception use in Ethiopia remains low. Determining the magnitude and associated factors of contraceptive utilization helps to take action for further improvement. Therefore, this study aimed to assess the prevalence and identify determinants of using contraceptives among women of reproductive age in Ethiopia.

METHODS

The 2019 Ethiopian Mini Demographic and Health Survey 2019 (EMDHS 2019) dataset was utilized in this population-based investigation. In the current study, 8885 reproductive-age women were included. Binary logistic regression analysis was employed to examine significant factors associated with the utilization of contraceptive methods. The analysis was done using SPSS software version 20.

RESULTS

The prevalence of contraceptive utilization amongst women's reproductive age in Ethiopia was 37.6%. Of all contraceptive users, a large number of women, 57.0%, used injectable kinds of contraceptives followed by implants (24.3%). Participants aged 20-29 (AOR = 2.32, 95%CI: 1.79-3.01) and aged 30-39 years (AOR = 3.12, 95%CI: 2.58-3.78); from Addis Ababa (AOR = 3.27, 95%CI:2.42-4.43), Dire Dawa (AOR = 2.96, 95%CI:2.28-3.84), and urban residence (AOR = 2.49, 95%CI:2.13-2.91); who had secondary education level 1.391(AOR = 1.14-1.70), diploma and above (AOR = 1.39, 95%CI:1.12-1.72); being in rich wealth index (AOR = 1.260, 95%CI:1.06-1.50); having five or more children (AOR = 1.37, 95%CI:1.17-1.61); and who had knowledge about contraceptives (AOR = 1.88, 95%CI:1.42-2.48) and being married (AOR = 5.82, 95%CI: 4.60-7.36) had higher odds of utilizing contraceptives, while women aged 40-49 years (AOR = 0.93, 95%CI: 0.89-0.96) and from residential region of Oromia (AOR = 0.516, 95%CI: 0.40-0.67), Somalia (AOR = 0.48, 95%CI: 0.38-0.62) and Benishangul (AOR = 0.53, 95%CI: 0.40-0.70) had lower odds of using contraception.

CONCLUSIONS

The study concluded that the use of contraceptives remained very low (found below the national target) in Ethiopia. Factors like age, educational level, number of children, and region of the women, religion, wealth index, and marital status are determinant factors associated with contraceptive use among reproductive-age women in Ethiopia. For a more successful intervention approach that encourages the use of contraceptive methods, these variables should be considered.

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.

Using Behavioural Economics to Analyse and Enhance Contraception Usage Decisions

Existent literature helped narrow down variables influencing modern contraceptive adoption (usage), a behaviour carrying enormous positive externality. Using finite population sample size formula and probability proportional to size method of sample selection, primary data was collected from participants using inclusion and exclusion criterions. Binary logistic regression model was used to predict probability of occurrence of dependent variable ‘usage of modern method of contraception’ being treated at a dichotomous outcome level. Predictor variables after confirming association by cross tabulation were introduced stepwise to build model subject to elimination of those variables adding insignificantly to the overall predictability of the model. Variables such as gender, education level, spousal influence, extended family influence, financial well-being and contraceptive information were found to significantly predict the probability of occurrence of the dependent variable. Except for financial well-being with three sub-categories, other independent variables were treated at dichotomous level. Income level was found to be an important predictor although found statistically insignificant. Non-contributory factors such as age, occupation and years of marriage were dropped. Post-model construction, borrowing ‘nudges’ from behavioural economics (BE) domain, strategies to nurture the significant context specific influencing variables, were articulated. BE was particularly preferred for its openness to the paradigm of non-rational behavioural choices.

Magnitude of unmet need for family planning and its predictors among reproductive age women in high fertility regions of Ethiopia: Evidence from Ethiopian Demographic and Health Survey

BACKGROUND

Unmet need for family planning refers to fertile women who want to limit or space their delivery but are not using contraceptive methods. Despite multiple studies were conducted to address family planning in Ethiopia, there is limited information on unmet need in high fertility regions. Knowing the magnitude and predictors of unmet need in the study area helps as an impute for interventions. Therefore, this study aims to assess the magnitude and predictors of unmet need for family planning among reproductive age women in high fertility regions of Ethiopia.

METHODS

A secondary data analysis was performed using the Ethiopian Demographic and Health Survey 2016. A total sample weight of 4312 currently married reproductive age women were included in this study. A multilevel mixed-effect binary logistic regression model was fitted. Finally, the odds ratios along with the 95% confidence interval were generated to determine the individual and community level factors of unmet need for family planning. A p-value less than 0.05 was declared as statistical significance.

RESULTS

The overall unmet need for family planning among currently married reproductive-age women in high fertility regions of Ethiopia was 29.78% (95% CI: 28.26, 31.3). Women with no formal education (AOR: 1.65, 95% CI: 1.17, 2.15), women in the poor wealth quantile (AOR: 1.67, 95% CI: 1.34, 2.09), women with no media exposure (AOR: 1.32, 95% CI: 1.09, 1.58), multiparous women (AOR: 1.57, 95% CI: 1.15, 2.16), sex of household head (AOR: 1.39, 95% CI: 1.11, 1.77) and rural residency (AOR: 2.45, 95% CI: 1.12, 3.59) were predictors of unmet need for family planning.

CONCLUSION

The magnitude of unmet need for family planning among currently married reproductive-age women in high fertility regions of Ethiopia was high when compared to the national average and the United Nations sphere standard of unmet need for family planning. Education, wealth index, mass media, parity, sex of household head, and residence were independent predictors of unmet need for family planning among reproductive-age women in high fertility regions of Ethiopia. Any interventional strategies that reduce the unmet need for family planning should consider these factors to overcome the problems in the regions.

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.

Assessment of men involvement in family planning services use and associated factors in rural Ghana

Background

In low-and-middle income countries (LMICs) less attention is paid to men’s involvement in Family Planning (FP) programs where public health officials have advocated the involvement of men as a strategy for addressing the dismal performance of FP programs. The study assessed the involvement of men in FP use and the factors which promote or hinder the uptake of FP services among partners in a rural setting of northern Ghana.

Methods

A cross-sectional descriptive study was used to collect data from 200 respondents. Study respondents were selected through random cluster sampling.

Results

The findings showed that male partners’ knowledge (95.5%) and approval (72.8%) of FP services were high. About 48% of men were involved in FP service utilization. Having living children (aOR; 1.71(1.27, 2.15)) and being knowledgeable (aOR; 6.14(1.38, 10.90)) about FP were positively associated men’s involvement in FP service utilization. The findings also indicated that men had a higher propensity (X² = 4.5534, p = 0.033) of supporting a FP method use. Women who reported that their spouse supported FP method use were more likely to use a contraceptive method (X² = 9.5223, P = 0.002) if their spouse supported FP method use (X2 = 9.5223, P = 0.002) and if their partners had some education (X2 = 14.1133, P = 0.000). Reasons for low contraceptive use were health risks, side effects, and socio-cultural norms.

Conclusion

Family planning programs need to include men at all levels of health promotion and education of FP programs to help reduce misconceptions about contraceptive methods to increase acceptance and use among partners in rural settings of Ghana.

Factors associated with modern contraceptive demands satisfied among currently married/in-union women of reproductive age in Ethiopia: a multilevel analysis of the 2016 Demographic and Health Survey

OBJECTIVES

Regardless of the local and international initiatives, excluding exempting services, demand satisfied for contraceptives remains low in Ethiopia. This circumstance is supposed to be attributed to different level factors; however, most were not well addressed in the previous studies. Therefore, this study aimed at assessing the magnitude and individual, household and community-level factors associated with demand satisfied for modern contraceptive (DSFMC) methods among married/in-union women of reproductive age.

DESIGN

Cross-sectional study.

SETTING

A community-based study across the country.

PARTICIPANTS

Randomly selected 9126 married/in-union women had participated using a structured questionnaire.

OUTCOME

DSFMC methods among married/in-union women of reproductive age.

RESULTS

DSFMC methods in Ethiopia was 39.5% (95% CI 38.5% to 40.5%). Women aged 35-49 years (adjusted OR (AOR): 0.43, 95% CI 0.32 to 0.58), Muslim religion (AOR: 0.58, 95% CI0.43 to 0.78), husband lived elsewhere (AOR: 0.42, 95% CI 0.29 to 0.60), joint decision making to use (AOR: 1.30, 95% CI 1.04 to 1.62), good knowledge (AOR: 1.57, 95% CI 1.32 to 1.86) and wealth status of poorer (AOR: 1.56, 95% CI 1.17 to 2.06), middle (AOR: 1.77, 95% CI 1.33 to 2.35), richer (AOR: 1.96, 95% CI 1.49 to 2.59), and richest (AOR: 1.49, 95% CI 1.05 to 2.08), pastoralist regions (AOR: 0.28, 95% CI 0.18 to 0.42), and agrarian regions (AOR: 1.72, 95% CI 1.21 to 2.44) and rural residency (AOR: 0.56, 95% CI 0.37 to 0.82) were factors significantly associated.

CONCLUSIONS

Women's age, religion, the current living place of husbands and women's knowledge were individual-level factors. Household wealth status and mutual decision making to use were household-level factors. Region and residency were households and community-level factors associated with DSFMCs. Increasing the accessibility of modern contraceptive methods to women in rural areas and pastoralist regions, those living separately, engaging religious leaders and men in the programme, would increase their satisfying demand.

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.

Multilevel analysis of the role of women's empowerment on use of contraceptive methods among married Cambodian women: evidence from demographic health surveys between 2005 and 2014

Background

The use of contraceptives is an essential public health concept that improves overall safe motherhood and infant health. Women empowerment has been reported to influence health behaviors in women. With recent efforts to increase access to contraceptive methods, uptake of the same remains a challenge in Cambodia. There are limited studies that have examined the role of women’s empowerment at both individual- and community- level on contraceptive use in Cambodia. This study examined the individual- and community-level factors associated with contraceptive use among Cambodian married women between 2005 and 2014.

Methods

Data from 2005, 2010, and 2014 Cambodia Demographic and Health Surveys were used to analyze 2211; 10,505; and 10,849 women, respectively. Multilevel binary and multinomial logistic regression models were applied to assess the association between individual- and community- level factors, and the use of contraceptive methods.

Results

The prevalence of using modern contraceptive methods increased over time (i.e., 29.0, 38.1, and 42.3% in 2005, 2010, and 2014, respectively). At the individual level, women who attained secondary and higher education were more likely to use any contraceptives [adjusted odds ratio (aOR) = 1.43, 95% confidence interval (CI) = 1.22–1.68, and aOR = 1.23, 95% CI = 1.05–1.44 in 2010 and 2014, respectively] compared with those with no formal education. Similarly, having a high workforce participation level was significantly associated with increased likelihood of using any contraceptive methods [aOR = 1.12, 95% CI = 1.00–1.26, aOR = 1.44, 95% CI = 1.29–1.60 and in 2010 and 2014, respectively]. Other factors such as age at first marriage, residence, and having a health insurance were associated with contraceptive use. The proportional change in variance showed that about 14.3% of total variations in the odds of contraceptive use across the communities were explained by both individual- and community-level factors. Moreover, the intraclass correlation showed that about 5.2% of the total variation remained unexplained even after adjustments.

Conclusion

Both individual- and community- level factors influenced contraceptive use in Cambodia. When designing programs to improve contraceptive use, contextual influences should be taken into account for the effectiveness of the programs.

Factors that affect the discontinuation of family planning methods in Myanmar: analysis of the 2015-16 Myanmar Demographic and Health Survey

Background

Access to family planning contributes up to a 44% reduction in maternal deaths. Since the majority of unplanned pregnancies and abortions occur in women who were either not using contraception or not using it consistently, greater access to contraception and more consistent use of contraception are crucial in the reduction of unplanned pregnancies and abortions. This study aims to determine which types of contraceptives are most often discontinued, the reasons for discontinuation, and the factors that influence contraceptive discontinuation for women in Myanmar.

Methods

This study is a secondary data analysis of calendar data from the 2015–16 Myanmar Demographic Health Survey. The dependent variable is discontinuation of contraception within 12 months among episodes of contraceptive use in the 5 years before the survey among women age 15–49. Multivariable logistic regression was used to identify the predictors of contraceptive discontinuation.

Results

The 12-month discontinuation rate for all contraceptive methods was 39%. The discontinuation rates for short-term methods were remarkably high (43% for pills and 42% for injectables), while the rate for long-term methods was very low (7% for intrauterine devices and 0.2% for implants). Discontinuation while still in need of contraception was high (55%) although 28% of those women switched to other modern methods. Multivariable logistic regression showed the factors associated with contraceptive discontinuation were a woman’s age, location (state/region), wealth, and number of births within the past 5 years.

Conclusions

The high rate of discontinuation while in need is very alarming given goals to reduce the unmet need for family planning in Myanmar. Family planning programs must ensure timely, informed method-switching by women who discontinue contraception, especially among women for whom discontinuation is the highest (age 45–49, middle and richest wealth quintile, regions where high discontinuation and multiparity); increase the availability of long-term contraceptive methods, and improve counseling that ensures clients’ informed and voluntary choice of family planning services.

Factors influencing unmet need for contraception amongst adolescent girls and women in Cambodia

Background

Unmet need is the gap between women’s need and their practice of using contraception. Unmet need for contraception in female adolescents and women in Cambodia is a public health concern which may lead to unintended pregnancies or abortions that can contribute to maternal morbidity and mortality.

Methods

Bronfenbrenner’s Social Ecological Model was used as a theoretical framework to analyze data from the 2014 Cambodian Demographic and Health Survey to ascertain demographic and social factors potentially associated with unmet need for contraception. Bivariate and weighted multiple logistic regression analyses with adjusted odds ratios (AOR) were conducted for 4,823 Cambodian, sexually active females aged 15–29 years.

Results

The percentage of unmet need for contraception was 11.7%. At the individual level of the Social Ecological Model, there was an increased likelihood of unmet need in adolescent girls 15–19 years and women 20–24 years. Unmet need was decreased in currently employed women. At the microenvironment level, there was an increased likelihood of unmet need with the husband’s desire for more children and when the decision for a woman’s access to healthcare was made by someone else in the household. At the macroenvironment level, unmet need was decreased in women who could access a health facility near their residence to obtain medical care. There were no urban rural differences found in the Cambodian sample population.

Conclusion

Unmet need for contraception in Cambodian females adolescents and women is associated with younger age, unemployment and low personal autonomy for accessing healthcare but not with education or wealth status. There is a need to implement culturally appropriate reproductive and sexual health literacy programs to increase access to modern contraception and to raise women’s autonomy.

Modern Contraceptive Use and Influencing Factors in Amhara Regional State: Further Analysis of Ethiopian Demographic Health Survey Data 2016

Background. Ethiopia is one of the Sub-Saharan African countries with a high unmet need for contraceptives. Contraception is a good indicator of the extent to which couples have access to reproductive health services. A study on contraceptives can provide overall direction by helping to identify the obstacles in society and weaknesses in services that need to be overcome. However, little is known in Amhara region context. Therefore, this analysis was aimed to assess modern contraceptive use and influencing factors in the Amhara regional state of Ethiopia. Methods. We used secondary data analysis of the regional representative sample of women aged 15–49 years from the 2016 Ethiopian Demography and Health Survey (EDHS). A total of 2207 married reproductive-age women (15–49 years) selected using a two-stage stratified cluster sampling technique were included in this analysis. Both descriptive and logistic regression analyses were performed using STATA V.14. A 95% confidence interval was used to declare statistical significance. Results. Modern contraceptive use among married reproductive-age women was 51.3% (95% CI: 47.0–55.6). Being from households with rich wealth index (AOR = 1.6; 95% CI: 1.1–2.5), a secondary or higher level of education (AOR = 3.0; 95% CI: 1.4–6.2), and desire to space (AOR = 2.6; 95% CI: 1.9–3.7) or want no more child (AOR = 2.4; 95% CI: 1.6–3.5) were found positively associated with modern contraceptive use. On the other hand, modern contraceptive use was negatively associated with women aged 35–49 years (AOR = 0.7; 95% CI: 0.5–0.9). Conclusion. Modern contraceptive use was relatively high in the Amhara region. The odds of modern contraceptive use were higher among women with secondary or more educational levels. Women from households with rich wealth index and those who want to delay or avoid pregnancy had also more odds of using modern contraceptives. Therefore, strengthening women’s and community education could improve modern contraceptive use. Moreover, more emphasis should be given for income generation activities.

Factors influencing the use of reproductive health services among young women in Nepal: analysis of the 2016 Nepal demographic and health survey

Background

Utilization of reproductive health services is a key component for preventing young women from different sexual and reproductive health problems. Thus, the objective of this study is to determine the factors influencing the use of reproductive health services among young women in Nepal.

Methods

Data have been extracted from the 2016 Nepal Demographic and Health Survey (NDHS) datasets wherein the weighted sample population size was restricted for modern contraceptive use to 1593 whereas for the antenatal care and skilled birth attendants to1606. This study has selected three reproductive health indicators as outcome variables of reproductive health service utilization for the analysis viz, modern contraceptive use, at least four antenatal care visits, and use of skilled birth attendants. Likewise, all calculations are based on standard sample weight of NDHS.

Results

The study has found that 21% of young women used modern contraception, 71% attended at least four ANC visits, and 67% utilized a skilled birth attendant at delivery. Young Janajati women, women having 1–2, and 3 or more living children, women participating household decision-making, and the ones having exposure to media were more likely to use modern contraceptives, whereas the women who want more children were less likely to use them. Higher education attainments, higher wealth quintile, and lower birth order were associated with higher level of receiving at least four ANC visits and SBAs. However, the young women willing to have more children and having access to media have higher odds of receiving at least four ANC visits; and the women attending four and more ANC visits have higher odds of using SBAs.

Conclusions

In order to improve the use of reproductive health services among young women, efforts should be made to enrich the young women of lower educational level, lower economic status, higher birth order, and lower exposure to media. Further research is required to detect the causes that affect the use of reproductive health services.

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.

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.

Choices and services related to contraception in the Gaza strip, Palestine: perceptions of service users and providers

BACKGROUND

Reliable contraception enables women and men to plan their family sizes and avoid unintended pregnancies, which can cause distress and anxiety, but also increase maternal mortality. This study explored potential barriers to contraceptive use for women in the Gaza Strip, Palestine from user and provider perspectives.

METHODS

A convenient sample was used to recruit women, who were current contraception users, from three healthcare clinics that provide family planning care, two governmental and one non-governmental. A 16-item questionnaire was completed by 204 women, including socio-demographic data, contraceptive use and eight questions exploring user experience. Additionally, 51 women attended focus groups for a deeper insight into their contraceptive use experience and potential barriers. Furthermore, 14 healthcare providers were interviewed about their experience with service provision. Quantitative data are presented as means and frequencies and qualitative data were analysed item by item and are presented in themes jointly with the quantitative data.

RESULTS

Women reported usage of only three main modern methods of contraception with 35.2% using intrauterine devices, 25.8% combined oral contraception and 16.4% condoms, while only 3.1% used the hormonal implant. Expectations from family planning services were low with most women attending the clinic having already decided their contraceptive method with decisions being made by husbands (41.2%) or women jointly with their partner (33.3%), only 13.7% took advice from service providers. Healthcare providers experienced high prevalence of beliefs that modern contraceptives cause infertility and cancer. Main barriers to effective family planning services were misconceptions of potential harm, poor availability and limited choice of contraceptive methods.

CONCLUSION

Women's contraceptive choices in Gaza are limited by prevalent misconceptions and fears as well as recurring shortages, negatively impacting fertility control. Men are a major factor in choosing a contraceptive method, however, they have limited access to information and therefore, potentially more misconceptions. Therefore, male community members need to be included in the delivery of information on contraceptives to increase women's choice. Furthermore, greater access to long-acting reversible contraceptives, such as the hormonal implant, and improved availability might be key factors in improving contraceptive uptake in Gaza and, thus, reducing unintended pregnancies.

Prevalence and factors associated with underweight, overweight and obesity among women of reproductive age in India

INTRODUCTION

Although the prevalence of underweight is declining among Indian women, the prevalence of overweight/obesity is increasing. This study examined the prevalence and factors associated with underweight and overweight/obesity among reproductive-aged (i.e., 15-49 years) women in India.

METHODS

This cross-sectional study analyzed data from the 2015-16 National Family Health Survey. The Asian and World Health Organization (WHO) recommended cutoffs for body mass index (BMI) were used to categorize body weight. The Asian and WHO BMI cutoffs for combined overweight/obesity were ≥ 23 and ≥ 25 kg/m2, respectively. Both recommendations had the same cutoff for underweight, < 18.5 kg/m2. After prevalence estimation, logistic regression was applied to investigate associated factors.

RESULTS

Among 647,168 women, the median age and BMI was 30 years and 21.0 kg/m2, respectively. Based on the Asian cutoffs, the overall prevalence of underweight was 22.9%, overweight was 22.6%, and obesity was 10.7%, compared to 15.5% overweight and 5.1% obesity as per WHO cutoffs. The prevalence and odds of underweight were higher among young, nulliparous, contraceptive non-user, never-married, Hindu, backward castes, less educated, less wealthy, and rural women. According to both cutoffs, women who were older, ever-pregnant, ever-married, Muslims, castes other than backwards, highly educated, wealthy, and living in urban regions had higher prevalence and odds of overweight/obesity.

CONCLUSION

The prevalence of both non-normal weight categories (i.e., underweight and overweight/obesity) was high. A large proportion of women are possibly at higher risks of cardiovascular and reproductive adverse events due to these double nutrition burdens. Implementing large-scale interventions based on these results is essential to address these issues.