Women's Decision on Contraceptive Use in Ethiopia: Multinomial Analysis of Evidence From Ethiopian Demographic and Health Survey

Geographic variation in modern contraceptive utilization among women of reproductive age in Mozambique: a multilevel analysis

BACKGROUND

Modern contraceptives are crucial for reducing maternal and child mortality, yet Mozambique's contraceptive prevalence rate is very low, with significant regional disparities. This study investigates geographic variation in contraceptive use and the individual, community, and regional factors influencing it to guide equitable family planning interventions.

METHODS

This study utilized data from the 2022/23 Mozambique Demographic and Health Survey, analyzing a weighted sample of 9,316 women aged 15-49. The outcome variable was modern contraceptive use, with predictors including individual factors such as age, education, wealth, and marital status, as well as community-level factors like residence and region. Data analysis was conducted using Stata 17 and ArcGIS 10.7, employing multilevel logistic regression and spatial techniques (Global Moran's I, Getis-Ord Gi*, interpolation, and SaTScan) to identify patterns and geographic clusters of contraceptive use.

RESULTS

The study found a modern contraceptive prevalence of 34.8% (95% CI: 33.84-35.78). Key factors influencing usage included age, education, wealth, and healthcare access. Women aged 25-34 were 31% more likely to use contraceptives than those aged 15-24 (AOR: 1.31, 95% CI: 1.13-1.53). Secondary education more than doubled the likelihood (AOR: 2.25, 95% CI: 1.82-2.78), and wealthier women had a 74% higher likelihood (AOR: 1.74, 95% CI: 1.39-2.17). Fieldworker visits increased usage by 38% (AOR: 1.38, 95% CI: 1.15-1.64). Regional disparities were significant, with women in Cabo Delgado 81% (AOR: 0.19 95% CI: 0.14, 0.27) less likely to use contraceptives compared to Maputo. Higher usage was concentrated in Maputo and Southeastern Gaza. Spatial analysis revealed significant regional disparities, with hotspots in Maputo and Gaza, where women are 2.52 times more likely to use contraceptives, while rural areas like Cabo Delgado lag behind.

CONCLUSION

Modern contraceptive use in Mozambique remains low, with regional disparities. Key factors influencing use include age, education, wealth, and healthcare access. Older, educated, and wealthier women are more likely to use contraception. Media exposure and proximity to healthcare facilities also play a role. Regional differences persist, with lower usage in provinces like Cabo Delgado and higher usage in urban areas like Maputo and Gaza. Targeted interventions are necessary to address these disparities.

Women alone modern contraceptive use decision making and its correlates, evidence from PMA CS 2021 survey

BACKGROUND

Women alone contraceptive decisions making has become one of the top burring public health agenda. Despite Contraceptive method options are available and accessible, contraceptive prevalence rate (CPR) in Ethiopia is not far beyond 41%. Evidences showed that the freedom of women to choose the contraceptive method they desired to use is one of the potential determinants for the sluggish pace of increase in contraceptive usage. In this era of sustainable development, determining the level of women own contraceptive use decision making and identifying its correlates is very critical for the ministries and relevant partners' effort in tracking the achievement of Sustainable Development Goal (SDG) 5.2 by providing actionable evidence through informed decision-making with the aim of improving contraceptive uptake; reducing maternal mortality and improve newborn health.

METHODS

Nationally representative cross-sectional data from Performance Monitoring for Action (PMA) 2021 was used in this study. The sample was restricted among2446 married women who have been using or most recently used modern contraceptive method. Cell sample size adequacy was checked using a chi-square test. Frequency was computed to characterize the study participants. Multilevel binary logistics regression was used to identify factors associated with women own contraceptive use decision making. The findings were presented in a form of frequencies, percentage and as an odds ratio using 95% confidence interval. A p-value of 0.05 was used to declare significance.

RESULTS

This study revealed that higher than one in two women (59.49%; 95% CI: 57.7-61.38%) decide their contraceptive use by themselves. What is more interesting is that 1 in 16 women (6.06%) reported that they did not participated in their contraceptive use decision-making.-. Women aged 20 to 24 years; (AOR: 2.51 (1.04, 4.45)), women who stayed10 and above years in marriage; (AOR: 1.73 (1.08, 2.77)), whose husband and/or partner age is 41 and above years; (AOR: 2.14 (1.06, 4.31)) and those who obtained contraceptive method they desired; (AOR: 2.49 (1.36, 4.57)) had higher odds of deciding their current and/or recent contraceptive use by their own. On the other hand, women mixed feeling if they became pregnant at the time of the survey; (AOR: 0.6 (0.44, 0.91)), women who started using contraceptive at younger age, 19 to 24; (AOR: 0.6 (0.44, 0.81)), those who use long acting and/or permanent method; (AOR: 0.54 (0.41, 0.71)) and those married at younger age, 10 to 19 years; (AOR: 0.28 (0.09, 0.86)) had lower odds of independently deciding their current and/or most recent contraceptive use.

CONCLUSION

59% of women independently decide their contraceptive use which calls up on further improvement to enable each woman to decide by their own, with directing special focus for the 6.06% of women who reported no say in their contraceptive use decision. Activities targeting on enabling women to use the method they preferred, spacing their pregnancy, encouraging women to discuss with their husband on the time and type of contraceptive method they used, advocating and promoting marriage at least to be at the minimum age as indicate by the law and maintain the marriage duration as much as longer are hoped to improve women alone contraceptive use decision making to the fullest.

Prevalence of non-preferred family planning methods among reproductive-aged women in Burkina Faso: results from a cross-sectional, population-based study

Family planning researchers have traditionally focused efforts on understanding contraceptive non-use and promoting contraceptive uptake. Recently, however, more scholars have been exploring method dissatisfaction, questioning the assumption that contraceptive users necessarily have their needs met. Here, we introduce the concept of "non-preferred method use", which we define as the use of one contraceptive method while having the desire to use a different method. Non-preferred method use reflects barriers to contraceptive autonomy and may contribute to method discontinuation. We use survey data collected from 2017 to 2018 to better understand non-preferred contraceptive method use among 1210 reproductive-aged family planning users in Burkina Faso. We operationalise non-preferred method use as both (1) use of a method that was not the user's original preference and (2) use of a method while reporting preference for another method. Using these two approaches, we describe the prevalence of non-preferred method use, reasons for using non-preferred methods, and patterns in non-preferred method use by current and preferred methods. We find that 7% of respondents reported using a method they did not desire at the time of adoption, 33% would use a different method if they could and 37% report at least one form of non-preferred method use. Many women cite facility-level barriers, such as providers refusing to give them their preferred method, as reasons for non-preferred method use. The high prevalence of non-preferred method use reflects the obstacles that women face when attempting to fulfil their contraceptive desires. Further research on reasons for use of non-preferred methods is necessary to promote contraceptive autonomy.

Married women's decision-making autonomy on modern contraceptive use and its associated factors in high fertile sub-Saharan Africa countries: a multi-level analysis of Demographic and Health Surveys

BACKGROUND

For better maternal and child health, women's independence on reproductive health issues is crucial; however, couples are restricted from discussing openly with their partner. Regarding this, information about women's decision-making autonomy is low in the world, including Sub-Saharan Africa; therefore, this study was aimed to assess married women's decision-making autonomy on modern contraceptive utilization in high fertility SSA countries.

METHODS

Data for this study was obtained from the most recent (2010-2018) Demographic and Health Surveys. A total of weighted sample of 14,575 married reproductive age women was included. A multilevel mixed-effect binary logistic regression model was fitted to identify the significant associated factors of decision-making autonomy on modern contraceptive utilization. Finally, the Adjusted Odds Ratio (AOR) with 95% confidence interval was used to declare as statistical significance.

RESULTS

Overall prevalence of married women decision-making autonomy on modern contraceptive utilization in the high fertile SSA countries is 25.28% (95% CI:18.32%, 32.24%). The factors significantly associated with the decision-making autonomy on modern contraceptive utilization were women's age 25-34 years (AOR = 1.88, 95% CI = 1.84-1.93) and 35-49 years (AOR = 1.90, 95% CI = 1.82-1.92), had media exposure (AOR = 1.13, 95% CI = 1.00- 1.28), Number of alive children, 1-2 (AOR = 2.35, 95% CI = 1.38-4.01), 3-4 (AOR = 2.98, 95% CI = 1.74-5.10), [Formula: see text] 5 (AOR = 2. 82, 95% CI = 1.63-4.86), educational status; primary education (AOR = 1.93, 95% CI = 1.77-2.83), Secondary and higher (AOR = 2.11, 95% CI = 1.78-2.89), Community media exposure (AOR = 1.80, 95% CI = 1.38-2.34), Community level poverty, (AOR = 1.43, 95% CI = 1.09-1.86) and resides in rural (AOR = 0.67, 95% CI = 0.64-0.71).

CONCLUSION

Women's decision-making autonomy on modern contraception utilization in this study was low. Therefore, the government should promote women's autonomy on contraceptive use as an essential component of SRH rights through mass media, with particular attention for, women living in the poorest communities, and those residing in rural settings of the country. Moreover, health professionals should counsel the women about the benefits of using modern contraceptive to help them managing their number of children.

Time to first childbirth and its predictors among reproductive-age women in Ethiopia: survival analysis of recent evidence from the EDHS 2019

Background

Being a mother for the first time is the most significant event in a woman's life. "Age at first birth" refers to a mother's age in years when she gives birth to her first child. The age of first childbirth has physical, economic, and social implications. However, little is known about this issue in Ethiopia. Thus, this study sought to determine the time to first childbirth and its predictors at a national level.

Methods

Data were extracted from the 2019 Ethiopia Demographic and Health Survey using STATA version 17 software. A total of 8,885 weighted reproductive-age women (15-49 years) were included in this study. A Kaplan-Meier survivor curve was generated to estimate the time of first childbirth. A log-rank test was used to compare the difference in survival curves. Akaike information criteria and Bayesian information criteria were calculated to select the appropriate survival model for the data. The Weibull accelerated failure time model with no frailty distribution was used to identify significant predictors.

Results

The overall median survival time to first childbirth was 18 years. The significant predictors of time to first childbirth were the educational level of the mother [primary education (ϕ = 1.036, 95% CI: 1.011, 1.063), secondary and above education (ϕ = 1.154, 95% CI: 1.118, 1.191)], knowledge of any contraceptive method [know at least one (ϕ = 1.051, 95% CI: 1.006, 1.101)], and media exposure (ϕ = 1.048, 95% CI: 1.011, 1.086).

Conclusion

The median survival time to first childbirth was 18 years, which is lower than the optimal age for first childbirth (late 20 s and early 30 s). The timing of first childbirth in Ethiopia is mainly influenced by the educational level of women, knowledge of contraceptive methods, and exposure to media. Thus, exposing women to educational materials and other awareness-creation campaigns regarding the consequences of early first childbirth and strategies to improve women's knowledge of contraceptive methods is highly recommended.

Married women decision making autonomy on health care utilization in high fertility sub-Saharan African countries: A multilevel analysis of recent Demographic and Health Survey

BACKGROUND

Women's decision-making autonomy has a potential impact on the scale-up of health care utilization. In high fertility countries, evidence regarding women's decision-making autonomy on their health care utilization and its associated factors is limited and inconclusive. Hence, it is important to investigate women decision-making autonomy on their health care utilization and associated factors in high fertility countries in sub-Saharan Africa.

METHODS

The data source for this study was obtained from recent Demographic and Health Surveys that were comprised of a weighted sample of 178875 reproductive age women. A multilevel mixed-effect binary logistic regression model was fitted. The odds ratios, along with the 95% confidence interval were generated to identify individual and community-level factors associated with women's autonomy in health care decision-making. A p-value less than 0.05 was declared as statistical significance.

RESULTS

In this study, 42% (95% CI: 41.7, 42.3) of women were able to exercise their reproductive autonomy. The highest (74.8%) and the lowest (19.74%) magnitude of women autonomy was found in Angola and Mali, respectively. In multilevel analysis; age of women 25-34 years, 35 and above (AOR = 1.34, 95% CI: 1.29, 1.39), and (AOR = 1.78, 95% CI: 1.75, 1.90), women's primary and secondary educational level (AOR = 1.25, 95% CI: 1.20, 1.31), and (AOR = 1.44, 95% CI: 1.32, 1.54), husband primary and secondary educational level (AOR = 1.24, 95% CI: 1.18, 1.29), and (AOR = 1.21, 95% CI: 1.15, 1.27), women who had work (AOR = 1.67, 95% CI: 1.59, 1.74) female household heads (AOR = 1.44, 95% CI: 1.37, 1.51), media exposure (AOR = 1.04, 95% CI: 1.09, 1.18), health insurance coverage (AOR = 1.26, 95% CI: 1.17, 1.36), urban residence (AOR = 1.14, 95% CI: 1.09, 1.19), community education (AOR = 2.43, 95% CI: 2.07, 2.85) and low community poverty level (AOR = 1.27, 95% CI: 1.08, 1.49) were predictor variables.

CONCLUSION AND RECOMMENDATION

Although every woman has the right to make her own health care decisions, this study showed that almost 58% of them had no role in making decisions about their health care utilization. Thus, each country Government should support women's decision making autonomy regarding their healthcare utilization through mass media and extensive behavioral education.

Prevalence of married women's decision-making autonomy on contraceptive use and its associated factors in high fertility regions of Ethiopia: a multilevel analysis using EDHS 2016 data

BACKGROUND

Women's independence in reproductive health is crucial to the health of mothers and children. Couples are, however, restricted from discussing their relationship openly. Regarding this, information about women's decision-making autonomy is low in developing countries including Ethiopia. Therefore, this study was aimed to assess married women's decision-making autonomy on contraceptive use in high fertility regions of Ethiopia.

METHODS

The study was based on secondary data analysis of the Ethiopian Demographic and Health Survey 2016 data. A total weighted sample of 1157 reproductive age women was included. A multilevel mixed-effect binary logistic regression model was fitted to identify the significant associated factors of decision making autonomy on contraceptive use. Statistical significance was determined using Adjusted Odds Ratio (AOR) with 95% confidence interval.

RESULTS

Overall prevalence of decision making autonomy on contraceptive use was observed to be 17.2% (15.1, 19.5). Women's age 25-34 (AOR = 3.19; 95% CI:1.55, 6.54), and 35-49 (AOR = 3.59; 95% CI: 1.5, 8.36), secondary and above educational level (AOR = 3.38; 95% CI: 1.07, 10.67), being married before 18 years (AOR = 0.42; 95% CI:0.26, 0.68), being Muslim in religion (AOR = 0.47; 95% CI: 0.23, 0.98), women being in urban area (AOR = 2.73; 95% CI: 1.97, 6.35), and community media exposure (AOR = 1.85; 95% CI: 1.15, 2.48) were associated with decision making autonomy on contraceptive use.

CONCLUSION

Women's decision-making autonomy on contraceptive use in this study was low. Age of mothers, educational status of mothers, age at first marriage, residence, religion, and community media exposure were significant factors. Therefore, the government should promote women's autonomy on contraceptive use as an essential component of reproductive health rights through mass media, educating, with particular attention for, youth women, and women living in rural settings.

Spatial Distribution and Determinants of Nonautonomy on Decision Regarding Contraceptive Utilization among Married Reproductive-Age Women in Ethiopia: Spatial and Bayesian Multilevel Analysis

BACKGROUND

Studies conducted to date in Ethiopia did not explore the spatial distribution, individual-level, and community-level factors affecting women's nonautonomy on decision to use contraceptives. Hence, this study aimed to assess the spatial distribution of women's nonautonomy on decision regarding contraceptive utilization and its determinants in Ethiopia.

METHODS

Data were accessed from the Demographic Health Survey program official database website (https://dhsprogram.com). A weighted sample of 3,668 married reproductive-age women currently using contraceptives was included in this analysis. Bayesian multilevel logistic regression models were fitted to identify the determinants of women's nonautonomy on contraceptive utilization. Adjusted odds ratio with 95% credible interval was used to select variables that have a significant effect on nonautonomy on contraceptive utilization.

RESULTS

A high proportion of women with nonautonomy on decision regarding contraceptive utilization was found in northern parts of Southern Nations, Nationalities, and People's Region, Southern parts of Oromia, and Benishangul-Gumuz regions of the country. Overall, 2876 (78.40% (95% CI: 77.0%, 79.7%)) women were nonautonomous on decision regarding contraceptive utilization. In the final model, age from 35-49 (AOR (95% CI) = 0.63 (0.54, 0.72)), living in the richer households (AOR (95% CI) = 0.12 (0.03, 0.26)), being married at 18 years or above (AOR (95% CI) = 0.33 (0.19, 0.57)), and residing in an rural areas (AOR (95% CI) = 1.34 (1.01, 1.71)) and metropolitan regions (AOR (95% CI) = 0.71(0.54, 0.91)) were associated with women's nonautonomy on decision regarding contraceptive utilization.

CONCLUSIONS

In Ethiopia, the spatial distribution of women's nonautonomy on decision about contraceptive utilization was nonrandom. More than three-fourths of married reproductive-age women in Ethiopia are nonautonomous on decision regarding contraceptive utilization. Region, residence, current age, age at marriage, and wealth index were statistically associated with women's nonautonomy on decision regarding contraceptive utilization.

Prevalence and Predictors of Contraceptive Use Among Women of Premenopausal Period in Ethiopia: A Retrospective Cross-Sectional Data Analysis

Background

Contraceptive use is internationally endorsed as a human right and an indicator of the highest standard of sexual and reproductive health life. But reports from countries including Ethiopia showed a lower and capricious rate due to wider factors. Thus, the current study aimed to determine the prevalence and the predictors of contraceptive use among women of the premenopausal period.

Methods

A retrospective cross-sectional data analysis was performed from Ethiopian Demographic and Health survey 2019 in January 2021. A total of 3260 premenopausal women were included by stratified sampling, and data were analyzed using SPSS version 25 software. Data were initially analyzed descriptively, and tests were done for variable multicollinearity, and model goodness of fit and predictive capacity. Subsequently, bivariate and multivariable logistic regression analyses were performed successively for the crude and adjusted odds ratio, and finally declared variables with a p-value of <0.05 as predictors of contraceptive use.

Results

The study included 3260 women with an average age of 41.66 (standard deviation ±3.9) years. The overall prevalence of contraceptive use was reported 17% and explained to vary by women’s age, place of residence, education level, wealth index, and current working statuses. However, only the age, education, and wealth index of women have predicted a statistical significance with contraceptive use. Accordingly, an increase in women’s age was found to increase contraceptive use more likely by 89% [AOR=0.89 (95% CI: 0.87, 0.92)]. Similarly, primary [AOR = 1.53, (95% CI: 1.20, 195)], secondary [AOR = 2.57, (95% CI: 1.70)] or higher [AOR = 2.64, (95% CI: 1.67, 4.20)] level educated women were about twice more likely to use contraceptive methods than uneducated women. Finally, women in poorer [AOR = 3.11 (95% CI: 2.17, 4.46)], middle [AOR = 3.03 (95% CI: 2.09, 4, 37)], rich [AOR = 3.70, (95% CI: 2.58, 5.31)] or richest [AOR = 3.42, (95% CI: 2.39, 4, 88)] wealth index were more than 3 times more likely use contraceptive methods when compared to women of the poorest wealth index.

Conclusion

The prevalence of contraceptive use among premenopausal women in Ethiopia is low and utmost related to age, education level, and wealth index of women.