Modern Contraceptive Utilization Research Articles

Modern contraceptive utilization and associated factors among postpartum women in Kena Woreda, Konso Zone, South Ethiopian Regional State, Ethiopia, 2023: mixed type community based cross-sectional study design

BackgroundEven though family planning 2020 has made remarkable progress about solving the issue of unmet need for family planning, 70% of women in a developing countries who do not want to conceive are not using it. There are limited research that provided detail information regarding barriers of modern contraceptive utilization during postpartum period in the study area. In addition, previous study also recommended that to conduct using mixed quantitative and qualitative design for further investigations to answer these “why” questions and narrow these gaps.ObjectiveThis study aimed to assess postpartum modern contraceptive utilization and associated factors among postpartum women in Kena woreda, Konso zone, South Ethiopian Regional State, Ethiopia, 2023.MethodsA mixed type community based cross-sectional study design was conducted among 605 women in Kena woreda, from September 1–30/2023 out of 628 sampled mothers. Multistage sampling technique was used to select study participant and data was collected using semi-structured pretested questionnaire and entered in to Epi data version 3.1 and then exported to STATA version 14 for analysis for quantitative. The association between variables was analyzed using bivariate and multivariable binary logistic regression and level of significant determined with adjusted odd ratio at 95% CI and P-value less than < 0.05. After translation and transcription, manual thematic analysis was applied to the qualitative data.ResultsThe prevalence of modern contraceptive use among women during postpartum period in Kena woreda was found to be 39.01% [95% CI: 35.18–42.96%]. Menses resumed (AOR = 1.63; 95% CI: 1.02, 2.59), linked to the family planning unit during their child`s immunization (AOR = 2.17; 95% CI: 1.45, 3.25), family planning counselling during antenatal care visit (AOR = 1.63; 95% CI: 1.10, 2.42) and good knowledge towards modern contraceptive (AOR = 1.53; 95% CI: 1.03, 2.26) were factors associated with postpartum contraceptive utilization. Partner oppose, myths and misconception, need for excess family size, religious prohibition, fear of side effect,menses not resumed, lack of counselling and privacy room, and lack of transportation to health facility were barriers to modern postpartum contraceptive utilization. Conclusions and recommendationsThe utilization of postpartum contraceptives was found to be lower than the target set by the 2020/21 national reproductive health strategy plan, which aimed to increase contraceptive method usage to 50%. Menses resumed, family planning counselling during antenatal care visit, linked to the family planning unit during child immunization and good knowledge were factors associated to modern postpartum contraceptive utilization. Strengthening service integration and family planning counseling during antenatal care visits and encourage mothers to start using modern family planning methods before menses resume are important. Overcoming barriers including partner opposition, myths, religious beliefs, fear of side effects, lack of counseling at health facilities, and transportation challenges is essential.

Modern contraceptive utilization and associated factors among younger and older married youth women in Ethiopia: Evidence from Ethiopia Mini Demographic and Health Survey 2019.

Utilization of modern contraceptives increases over time but it was still low and varies across ages among married youth woman. This study revealed the prevalence of modern contraceptives and its associated factors among younger and older married youth women. A cross-sectional study design was applied to the sample of EMDHS 2019. Multilevel logistic regressions were carried out using STATA version 16 to identify the individual and community-level factors of modern contraceptive utilization. Adjusted odds ratios with a 95% confidence interval and variables with a p-value < 0.05 were considered to be significant determinants of modern contraceptive utilization. In the EMDHS 2019, a total of 3290 married women between ages 15 and 34 were included. Among these 1210 (36.7%) and 2080 (63%) women, they were age groups of 15-24 and 25-34 years, respectively. Modern contraceptive utilization among women aged 15-24 and 25-34 years was 54.23% and 52.6%, respectively. Injection is a commonly used modern contraceptive method. In this study, factors associated with modern contraceptive utilization among women aged 15-24 years include women who had primary education [AOR = 2.22; 95% CI: 1.02-4.83], who had three or more children in the household [AOR = 14.29; 95% CI: 1.61-126.25], Protestants [AOR = 0.29; 95% CI: 0.14-0.61], five to seven households [AOR = 0.34; 95% CI: 0.17-0.69], and region [AOR = 6.98; 95%:2.30-21.16]. On other hand, factors associated with modern contraceptive utilization among women aged 25-34 were women who had one or two under-five children in the household [AOR = 1.66; 95% CI: 1.03-2.68] and region [AOR = 3.54; 95%CI: 1.79-6.97]. More than 50% of participants used modern contraceptives in both age groups and, the associated factor of modern contraceptive utilization varied among this age group. Health managers and policymakers need to consider age group, region, educational status, religion, and fertility level in planning of family planning program.

Utilization of modern contraceptives among female health care workers at Gulu university teaching hospitals in Northern Uganda

BackgroundThe global high rate of unintended pregnancy is a direct result of underutilization of contraceptives methods. Healthcare workers (HCWs) play a pivotal role in promoting and facilitating access to modern family planning services. By examining the extent to which healthcare providers practice what they preach, this research aimed to shed light on the prevalence and factors associated with modern contraceptive use among female HCW at two university teaching hospitals in northern Uganda.MethodsA cross-sectional survey was conducted among qualified female healthcare workers (FHCWs) at Gulu Regional Referral Hospital (GRRH) and St. Mary’s Hospital-Lacor in Gulu, Uganda. Convenient consecutive sampling was used to enroll study participants. Linear regression analysis was employed to determine factors independently associated with modern contraceptive use. P < 0.005 was considered statistically significant.ResultsWe enrolled 201 female HCWs, with a median age 31 (interquartile range: 27–38) years. Overall, 15 (7.5%, 95% Confidence Interval [CI]: 4.4 —11.1) participants utilized modern methods of family planning in the last 3 months while lifetime use was at 73.6% (n = 148, 95%CI: 67.3 — 79.4%). Most common method utilized was intra-uterine devices [IUDs] (51%, n = 76), followed by sub-dermal implants (15.4%, n = 23). Eighty-five (42.3%, n = 85) participants had desire to get pregnant. Factors independently associated with utilization of modern methods contraceptives were working at GRRH (adjusted odds ratio (aOR): 5.0, 95% CI: 1.59 — 10.0, p = 0.003), and being single (aOR: 3.3, 9%CI: 1.02 —10.57, p = 0.046).ConclusionsUtilization of modern methods of contraceptive among female HCWs in this study is lower than the Uganda national estimates for the general female population. Most utilized method is IUDs followed by sub-dermal implants. More studies are recommended to see if this finding is similar among FHCWs in other regions of Uganda and the rest of Africa while also considering Male Healthcare Workers.

Factors associated with modern contraceptive utilization among reproductive age women in Kenya; evidenced by the 2022 Kenyan demographic and health survey

BackgroundGlobally, sexual and reproductive health is a significant public health issue for women of the reproductive age group. A modern contraceptive method enables individuals and families to manage fertility by reducing unintended pregnancies, abortions, pregnancy-related morbidity, and death. A modern contraceptive method is a drug or medical treatment that prevents sexual activity from leading to pregnancy. However, there is limited reliable and updated data on factors associated with modern contraceptive utilization among reproductive-age women at the national level in Kenya. So, the major goal of this study was to evaluate factors associated with modern contraceptive utilization among women of reproductive age in Kenya at the national level, as evidenced by the 2022 Kenyan demographic and health survey.MethodsThe most recent datasets from the Kenyan Demographic and Health Survey were used for secondary data analysis. In all, 14,987 women of reproductive age participated in the investigation. Data for multivariable analysis on the factors influencing modern contraceptive utilization among Kenyan women of reproductive age can be obtained from the Kenyan Demographic and Health Survey. Finally, the odd ratio and percentages were presented along with their 95% confidence intervals.ResultThis study includes a total weighted sample of 14,987 reproductive-age women from the Kenyan demographic and health survey. Of the total contraceptive use, 90.1% of the study participants used modern contraceptives. Being married [AOR: 1.593, 95% CI (1.302, 1.948)], living in an urban area [AOR: 1.230, 95% CI (1.060, 1.428)], reading a magazine [1.002, 95% CI (0.921, 1.091)], listening to radio [AOR: 1.265, 95% CI (1.101, 1.454)], not breastfeeding [AOR: 1.296, 95% CI (1.114, 1.507), and having more than two children [AOR: 2.350, 95% CI (1.603, 3.445)] were the factors that promote modern contraceptive utilization. Conversely, having a history of terminated pregnancy [AOR: 0.767, 95% CI (0.657, 0.897), being Muslim [AOR: 0.566, 95% CI (0.418, 0.766)], and being in the 35–39 age range [AOR: 0.766, 95% CI (0.605, 0.971)] were all associated with a lower use of modern contraceptives.ConclusionCertain factors such as marriage, living in urban areas, having more than two children, having a female-led household, belonging to the middle class, reading magazines, listening to the radio, and not breastfeeding have a positive correlation with the use of modern contraceptives. Conversely, being a Muslim, aged between 35 and 39, and having a history of miscarriages are negatively correlated with the use of modern contraceptives. This indicates that addressing socioeconomic, geographic, and cultural barriers could improve the effectiveness of modern contraceptive.

Modern contraceptive utilization and its associated factors in East Africa: Findings from multi-country demographic and health surveys.

The use of modern contraceptives has been low in most Sub-Saharan African countries despite high population growth and a sluggish economy. This study aimed to identify the prevalence and determinants of modern contraceptive use among married reproductive-age women in East Africa. For this study, the Demographic and health survey (DHS) data from nine countries in East Africa were analyzed, yielding a weighted sample of 32,925 married women. A multilevel mixed-effect logistic regression model was used to identify characteristics associated with the utilization of modern contraceptives at a p-value less than 0.05. For model comparison, we used the Akaike and Bayesian Information Criteria (AIC and BIC). For assessing variation (random effects), we used community-level variance with standard deviation and intra-cluster correlation coefficient (ICC). The overall prevalence of modern contraceptive use was 45.68%, 95% CI (45.15, 46.21). Women's age, maternal education level, husband education level, media exposure, wealth status, occupation, religion, the total number of children ever born, distance to health facilities, history of termination of pregnancy, couple's desire for children, women's participation in decision making, living country and place of residence were significantly associated with modern contraceptive use in Eastern Africa. Conferring to this study, utilization of modern contraceptives is low in East Africa. Interventions to improve the use of modern contraceptives should encompass disseminating awareness through mass media, enrolment of males in family planning, giving maternal education, building health facilities in remote areas, and encouraging family planning programs in rural areas.

Individual and community level factors associated with modern contraceptive utilization among women in Ethiopia: Multilevel modeling analysis.

Modern contraceptive utilization is the most effective intervention to tackle unintended pregnancy and thereby reduce abortion and improve maternal, child, and newborn health. However, multilevel factors related to low modern contraceptive utilization and the robust analysis required for decision-making were scarce in Ethiopia. To investigate the individual and community-level predictors of modern contraceptive utilization among reproductive-age women in Ethiopia. We utilized data from a cross-sectional 2019 Performance Monitoring for Action Ethiopia survey. The survey employed a stratified two-stage cluster sampling method to select households for inclusion. In Stata version 16.0, the data underwent cleaning, aggregation, and survey weighting, following which a descriptive analysis was performed utilizing the "svy" command. Subsequently, the primary analysis was executed using R software version 4.1.3. We fitted a two-level mixed effects logistic regression model on 6,117 reproductive-age women nested within 265 enumeration areas (clusters). The fixed effect models were fitted. The measures of variation were explained by intra-cluster correlation, median odds ratio, and proportional change in variance. The shrinkage factor was calculated to estimate the effects of cluster variables using the Interval odds ratio and proportion opposed odds ratio. Finally, the independent variables with a significance level of (P<0.05) and their corresponding Adjusted Odds ratios and 95% confidence intervals were described for the explanatory factors in the final model. In Ethiopia, the prevalence of modern contraceptive utilization was only 37.% (34.3 to 39.8). Women who attained primary, secondary, and above secondary levels of education were more likely to report modern contraceptive utilization with AOR of 1.47, 1.73, and 1.58, respectively. Divorced/widowed women were less likely to report modern contraceptive utilization (AOR:0.18, 95% CI 0.13,0.23) compared to never-married women. Discussions between women and healthcare providers at the health facility about family planning were positively associated with modern contraceptive utilization (AOR:1.84, 95% CI: 1.52, 2.23). Community-level factors have a significant influence on modern contraceptive utilization, which is attributed to 21.9% of the total variance in the odds of using modern contraceptives (ICC = 0.219). Clusters with a higher proportion of agrarian (AOR: 2.27, 95% CI 1.5, 3.44), clusters with higher literacy (AOR: 1.46, 95% CI 1.09, 1.94), clusters with empowered women and girls about FP (AOR: 1.47, 95% CI 1.11, 1.93) and clusters with high supportive attitudes and norms toward FP (AOR: 1.37, 95% CI 1.04, 1.81) had better modern contraceptive utilization than their counterparts. In Ethiopia, understanding the factors related to modern contraceptive use among women of reproductive age requires consideration of both individual and community characteristics. Hence, to enhance family planning intervention programs, it is essential to focus on the empowerment of women and girls, foster supportive attitudes towards family planning within communities, collaborate with education authorities to enhance overall community literacy, pay special attention to pastoralist communities, and ensure that reproductive-age women as a whole are targeted rather than solely focusing on married women.

Social-cultural factors influencing modern contraceptive uptake among women of the reproductive age in Turkana County, Kenya

Background: Modern contraceptive is pivotal for reproductive health, averting unplanned pregnancies, lowering maternal mortality, and enhancing women's well-being. Despite global strides, challenges still persist in adoption of modern family planning methods in regions, like Turkana County, Kenya with a 30.7% adoption rate marking high unmet contraception needs. This study delved into determining social-cultural factors impacting uptake of modern contraceptive in the remote area of Turkana, Kenya. Methods: A descriptive cross-sectional study was employed. The 360 participants were sampled from households using systematic random sampling. Data was analyzed using SPSS 21.0. Data analysis included frequencies, proportions and Chi-square tests to unveil vital variable correlations. Data was presented in tables, graphs and pie charts. Results: The study revealed higher utilization of modern contraceptives at 53%. Cultural factors associated with Modern contraceptive uptake included religion acceptance of family planning (χ2=6.997, p=0.008), myths and misconceptions (χ2=31.096, p=0.000), gender preference (χ2=28.876, p=0.000), cultural perception of child quantity (χ2=26.373, p=0.000), decision maker for family planning (χ2=19.745, p=0.000) and discussion with partner (χ2=55.063, p=0.000). Conclusions: In Turkana County, Kenya, socio-cultural factors seem to significantly shape modern contraceptive choices among women of reproductive age. Religious beliefs, misconceptions, and gender preferences influence decisions. Cultural norms impact family size views, and autonomy prevails. Tailored interventions addressing these issues are crucial for better reproductive health outcomes.

Individual and community level factors associated with modern contraceptive utilization among married women in the emerging region of Ethiopia: a multilevel mixed effects analysis of the 2019 Ethiopia Mini-Demographic and health survey

BackgroundA demonstrated technique to enhance reproductive health and economic progress is through ensuring that family planning services are accessible universally. Those studies that used Ethiopia Demographic and Health Survey (EDHS) data did not assess individual and community-level factors in contraceptive utilization. Thus, the study employs a multilevel mixed effects analysis approach, which allows for the examination of individual and community-level factors that influence contraceptive utilization.MethodsThis study analyzed the 2019 Ethiopia Min Demographic and Health Survey datasets. A total of 1916 married women in the 2019 surveys were included in the analysis. The data were analyzed using Stata version 17.0. The data were analyzed using Multi-level mixed-effect logistic regression to identify the individual and community-level factors associated with modern contraceptive utilization. An adjusted odds ratio with a 95% confidence interval was used to.Show the strength and direction of the association and statistical significance was declared at a P value less than 0.05.ResultsFactors significantly associated with modern contraceptive utilization were; Muslim and protestant followers [AOR = 0.31, 95% CI: (0.134, 0.714)] and [AOR = 0.35, 95% CI: (0.173, 0.691)] respectively, women with no education (OR = 0.46; 95% CI: 0.293, 0.710), those women who belong to the poor and middle wealth of household [AOR = 0.35, 95% CI: (0.237, 0.527)] and [AOR = 0.56, 95% CI: (0.347, 0.919)] respectively, women who had one to five and greater than or equal to six living children [AOR = 11.36, 95% CI:(2.119, 60.918)] and [AOR = 7.44, 95% CI:(1.437, 38.547)]respectively, Women in clusters poor wealth status [AOR = 0.40, 95% CI: (0.183, 0.875)] and women who belong to the Somali region [AOR = 0.20, 95% CI: (0.0.070, 0.506)].ConclusionThe study revealed that both individual and community-level factors determined modern contraceptive utilization. At the individual level, the religion of women, educational status, the wealth of the household, and the total number of living children were significantly associated with modern contraceptive utilization. At community-level factors, community wealth status and belonging to the Somali region were significantly associated with modern contraceptive utilization. The findings suggest that interventions aimed at increasing modern contraceptive utilization should target women with lower levels of education, those living in households with lower wealth, and those with larger families. Additionally, efforts should be made to improve access to modern contraceptives in communities with lower wealth status and in regions where traditional beliefs may hinder their use.

Geographic weighted regression analysis of hot spots of modern contraceptive utilization and its associated factors in Ethiopia.

Utilization of modern contraceptives is a common healthcare challenge in Ethiopia. Prevalence of modern contraception utilization is varying across different regions. Therefore, this study aimed to investigate Geographic weighted regression analysis of hotspots of modern contraceptive utilization and its associated factors in Ethiopia, using Ethiopian Demographic and Health Survey 2016 data. Based on the 2016 Ethiopian Demographic Health Survey data, a total weighted sample of 8,673 women was included in this study. For the Geographic Weighted Regression analysis, Arc-GIS version 10.7 and SaTScan version 9.6, statistical software was used. Spatial regression was done to identify factors associated with the hotspots of modern contraceptive utilization and model comparison was carried out using adjusted R2 and AICc. Variables with a p-value < 0.25 in the bi-variable analysis were considered for the multivariable analysis. Multilevel robust Poisson regression analysis was fitted for associated factors since the prevalence of modern contraceptive was >10%. In the multilevel robust Poisson regression analysis, the adjusted prevalence ratio with the 95% confidence interval was reported to declare the statistical significance and strength of association. The prevalence of modern contraceptive utilization in Ethiopia was 37.25% (95% CI: 36.23%, 38.27%). Most of the hotspot areas were located in Oromia and Amhara regions, followed by the SNNPR region and Addis Ababa City administration. Single Women, poor Women, and more fertility preference were significant predictors of hotspots areas of modern contraceptive utilization. In the multivariable multilevel robust Poisson regression analysis, Women aged 25-34 years (APR = 0.88, 95% CI: 0.79, 0.98), 35-49 years (APR = 0.71, 95% CI: 0.61, 0.83), married marital status (APR = 2.59, 95% CI: 2.18, 3.08), Others religions (APR = 0.76, 95% CI: 0.65, 0.89), number of children 1-4 (APR = 1.18, 95% CI: 1.02, 1.37), no more fertility preference (APR = 1.21, 95% CI: 1.11, 1.32), Afar, Somali, Harari, and Dire Dawa: (APR = 0.42, 95% CI: 0.27, 0.67), (APR = 0.06, 95% CI: 0.03, 0.12), (APR = 0.78, 95% CI: 0.62, 0.98), and (APR = 0.75, 95% CI: 0.58, 0.98), respectively. Amhara region (APR = 1.34, 95% CI: 1.13, 1.57), rural residence (APR = 0.80, 95% CI: 0.67, 0.95) High community wealth index (APR = 0.78, 95% CI: 0.67, 0.91) were significantly associated with modern contraceptive utilization. There were significant spatial variations of factors affecting modern contraceptive use across regions in Ethiopia. Therefore, public health interventions targeting areas with low modern contraceptive utilization will help to increase modern contraception use considering significant factors at individual and community levels.The detailed map of modern contraceptive use cold spots among reproductive age group and its predictors could assist program planners and decision-makers to design targeted public health interventions.Government of Ethiopia must develop more geographic targeted strategies for improving socioeconomic status of women and availability & accessibility of health facilities in rural areas of the countries.

A multivariate decomposition analysis of modern contraceptive utilization among married women in the emerging region of Ethiopia (2000–2019)

Ensuring universal access to family planning services is a proven strategy to improve reproductive health as well as economic development. Assessing the trend and identifying the factors for the change in modern contraceptive utilization is crucial to design effective measures, but trend analysis was not conducted previously. Thus, this study aimed to assess the trend and determinants of modern contraceptive utilization change among married women in emerging regions of Ethiopia. This study used the 2000 Ethiopia Demographic and Health Survey and the 2019 Ethiopia Min Demographic and Health Survey datasets for analysis. A total of 2555 and 1916 married women in the 2000 and 2019 surveys were included in the analysis, respectively. The data were analyzed using Stata version 17.0. Logit-based decomposition analysis was executed to identify factors for modern contraceptive utilization change. Statistical significance was declared at a P value of less than 0.05. The trend of contraceptive utilization change increased from 6.26% in 2000 to 21.97% in 2019. About − 65.87% and 165.87% of the change in contraceptive utilization was due to changes in composition and behavior, respectively. The change in composition was due to the change in the composition of women according to religion, educational status, region, and the number of living children. The change in behaviors of not educated women, rural women, Muslim women, and those who resided in the afar region was the source of change in modern contraceptive utilization. Modern contraceptive utilization has increased in the last two decades. The change in modern contraceptive utilization is due to changes in population composition and behavior. Interventions targeting uneducated and rural women are vital to increasing contraceptive utilization. Strategic interventions are also required for the Somali regions of Ethiopia.

Individual and community level factors for modern contraceptives utilization among reproductive aged women in Amhara region, Mixed effect multi-level modeling, Data from Mini-EDHS, 2019

BackgroundModern contraceptive has been identified as a key strategy to control unintended pregnancy, protect the health of the mother and child, and promote women wellbeing. Despite this and increasingly wider availability of modern contraceptives, however, there are still high levels of unmet need for birth interspacing and contraceptive use in Amhara regions. This study aimed to identify factors associated with the enhancing of modern contraceptives utilization among reproductive aged women in Amhara region, using a mixed effects multilevel modeling data from mini-EDHS 2019.MethodsA community-based cross-sectional study was conducted among 711(wt = 100%) samples of reproductive-aged women. The data were interviewed by trained data collectors using a semi-structured questionnaire for the final mini-EDHS 2019 data set. A multilevel binary logistic regression model was fitted to identify the enhancing factors for modern contraceptive utilization Adjusted Odds Ratio (AOR) with 95% Confidence Intervals (CI) was used to identify factors associated with utilization.ResultThe median age of the participants was 31 with (IQR ± 13) years. The overall modern contraceptive utilization was 42.3% (95%CI: 38.7; 46.1). Individual and community factors accounted for 21.4% of the variation in modern contraceptive utilization at the cluster level. Being age 25 years (AOR = 12.99; 95%CI: 4.5–37.2), 26–35 years (AOR = 8.8, 95%CI: 3.25- 24), 36–45 years (AOR = 5.6, 95%CI: 2.2–16.2), being married (AOR = 4.2, 95%CI: 2.21–6.97), educated women (AOR = 11.6, 95%CI: 3.22–40.4), and being middle-economic class (AOR = 3.03; 95%CI: 1.87–4.91) were identified as individual enhancing factors. Whereas, being urban resident (AOR = 5.19; 95%CI: 5.19: 41.7) and having media exposure (AOR = 1.5; 95%CI: 1.58–3.7) were community-level enhancing factors for modern contraceptive utilization.ConclusionCompared to earlier studies, in Amhara region, a lower prevalence rate of modern contraceptive utilization was reported. The variation in utilization at the cluster level, 21.4%, was attributed to individual and community-level factors. Healthcare providers should prioritize raising awareness about contraceptive side effects to encourage new users and decrease the number of individuals who discontinue contraceptive methods.

Trend, geographical distribution, and determinants of modern contraceptive use among married reproductive-age women, based on the 2000, 2005, 2011, and 2016 Ethiopian demographic and health survey

BackgroundThe most common family planning method is modern contraception. It is a cost-effective way to reduce maternal and neonatal morbidity and mortality and enable women to make informed choices about their reproductive and sexual health. The trend of modern contraceptive utilization has shown drastic change in Ethiopia, and identifying the major factors contributing to such a drastic change is vital to improving plans and strategies for family planning programs. Therefore, this study analyzed the trend, geographical distribution, and determinants of modern contraceptive use among married reproductive-age women in Ethiopia.MethodThis study used secondary data from the EDHS 2000–2016, collected from a population-based cross-sectional study by the Central Statistical Agency, focusing on married reproductive-age women aged 15–49. The study analyzed the modern contraceptive use trends through descriptive analyses conducted in three phases: 2000–2005, 2005–2011, and 2011–2016. The study utilized bivariable and multivariable logistic regression analyses to identify determinant factors, with significant variables declared using a P-value of 0.05 and an adjusted OR with 95% confidence interval. Analysis was conducted using STATA.14 and R. Spatial analysis was done using ArcGIS version 10.8 and SatScan™ version 9.6.ResultA weighted total of 33,478 women are included in the study, with a mean age of 31.4 years (8.6 SD). There was a significant increase in the trend of modern contraceptive use among married women over the study period, from 2000 to 2016, from 7.2% to 2000 to 15.7% in 2005, to 30% in 2011, and to 39.5% in 2016. The maximum increase was seen in the second phase (2005–2011), with a 14.3% increase. Factors like age of respondents, educational status, religion, residence, region, wealth index, number of living children, husbands’ desire to have more children, and media exposure were found to be predictors for modern contraceptive utilization.ConclusionThe prevalence of modern contraceptive use is below 50%, and there is also evidence of wide geographical variation in modern contraceptive use in Ethiopia. Thus, policymakers, high institutions, and other stakeholders must work collaboratively with the government in order to improve awareness about modern contraceptive use.

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

BackgroundFor 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.MethodsData 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.ResultsOverall 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), ge 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).ConclusionWomen’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.

TIMELY INITIATION OF POSTPARTUM MODERN CONTRACEPTIVE UTILIZATION AND ASSOCIATED FACTORS AMONG WOMEN OF CHILD BEARING AGE IN ARBA MINCH TOWN PUBLIC HEALTH FACILITIES, GAMO ZONE, ETHIOPIA

ABSTRACT Background: Most the women average time to first postpartum ovulation is 45 days and can occur as early as 25 postpartum days (1). But, many women do not recognize that they are at risk of pregnancy during this period. Most postnatal women are exposed to pregnancy, by seven to nine months after delivery up till now have not obtained contraceptives (2). Objectives: - To assess the timely initiation of postpartum modern contraceptive utilization and associated factors among women of childbearing age in Arba Minch Town health facilities. The method:-An institutional-based cross-sectional study was employed using pretested interviewer-administered questions among 574 interviewees. The systematic random sampling method was done from April 15 to May 15, 2020. Bivariate and multivariate logistic regression analysis was done. P-value &lt; 0.05 was used to consider as statically significant variables. Results: The magnitude of timely initiation of postpartum contraceptive utilization was found to be 260 (45.3%) 95% [CI: 40.1-49.0]. The educational level of respondents, (AOR=0.46; 95% [CI: 0.31-0.71], No of ANC visit [AOR=2.913,95% [CI:1.39-6.07], counseling of postpartum family planning after the last delivery (AOR=2.29,95% [CI:1.46-3.58], couple discussed (AOR=4.94,95%[CI:3.01-8.09], resumption of sexual intercourse (AOR=1.74, 95% [CI: 1.36-2.77] and return of menses (AOR=(6.6, 95% [CI:1.91-22.78) were significantly associated variables with timely initiation of postpartum contraceptive utilization. Conclusion: less than half of the study participants have timely initiated modern contraceptives in Arba Minch Town. Family planning programs should be established incorporated at antenatal and postnatal follow-up actively. Keywords: Timely initiation, modern contraceptive,

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.

Understanding how social norms influence access to and utilization of adolescent sexual and reproductive health services in Northern Nigeria.

This study explored the influence of social norms on the access and utilization of sexual and reproductive health services by adolescents. Apart from individual and environmental barriers, social norms influence contraceptive decisions and ultimately sexual and reproductive health outcomes. Social norms that shape group behavior describe acceptable standards of behavior and evoke sanctions when such behavior standards are not adhered to. Sexually active adolescents in Nigeria have a relatively low level of modern contraceptive use being influenced by social norms. Scaling up adolescent reproductive health interventions that integrate normative change for a wider impact of programs remains challenging. Using data from 18 communities, 188 married and unmarried adolescents (F52% and M48%) and 69 (F37%; M63%) reference group participants were purposively sampled and participated in a social norms exploration intervention study conducted through focus group discussion and in-depth interviews between October and November 2019. The Advancing Learning and Innovation on Gender Norms (ALIGN) Social Norms Exploration Tool (SNET) was adapted for the data collection into discussion guides and vignettes. Pilot testing of the tools informed review and validation prior to actual data collection. Low contraceptive uptake by adolescents was characterized by early and forced marriage in childhood; a prominent practice enshrined in social norms around girl-childchastity, family honor, and disapproval of pre-marital sex and pregnancy out of wedlock. The understanding of harmful social norms, normative change actors, and potential norm-shifting factors for contraceptive decisions by adolescents is essential for effective adolescent sexual and reproductive health interventions for wider impact and adaptive programming in behavior change interventions for improving the access to and utilization of modern contraceptives by adolescents for improved sexual health outcomes, the attainment of the Family Planning (FP) 2030 commitment and universal health coverage policy.

Prevalence and predictors of post-abortion modern contraceptive utilization among reproductive age women in Ethiopia

The development of a post-abortion family plan is an integral part of comprehensive abortion care. In spite of this, it received insufficient attention as a means of breaking the cycle of repeated abortions, unintended pregnancies, and maternal deaths resulting from abortion. Therefore, this study examined post abortion modern contraceptive utilization among Ethiopian women as well as associated factors. The study was based on secondary data analysis of the Ethiopian Demographic and Health Survey 2016 data. A total weighted sample of 1236 reproductive age women was included. A multilevel mixed-effect binary logistic regression model was fitted to identify the significant associated factors of post abortion contraceptive use. Statistical significance was determined using Adjusted Odds Ratio (AOR) with 95% confidence interval. Overall prevalence of post abortion contraceptive use was observed to be 25.6% (95% CI: 23.24, 28.12). Women's age 15–24 (AOR = 2.34; 95% CI: 1.11, 4.93), and 25–34 (AOR = 1.94; 95% CI: 1.27, 2.98), married women (AOR = 2.6; 95% CI: 1.43, 4.96), women who had 1–4 (AOR = 4.13; 95% CI: 1.79, 9.57) and ≥ 5 number of children (AOR = 8.80; 95% CI: 3.30, 13.49), Being in metropolitan region (AOR = 9.14; 95% CI: 1.79, 12.48), women being in urban area (AOR = 1.85; 95% CI: 1.32, 2.24), and community media exposure (AOR = 1.75; 95% CI: 1.11, 3.56) were associated with post abortion modern contraceptive use. Post abortion modern contraceptive use in this study was low. Women age, current marital status, number of living children, residency, community media exposure, and region were significantly associated with post abortion modern contraceptive utilization. Therefore, it is better to provide ongoing health information about post-abortion family planning and its benefits, especially for people who live in rural and small peripheral regions, and public health policymakers should take both individual and community level factors into account when designing family planning programmes.

Modern contraceptive method utilization and determinant factors among women in Ethiopia: Multinomial logistic regression mini- EDHS-2019 analysis

BackgroundGlobally, approximately 290,000 women between the ages of 15 and 49 died from pregnancy-related problems in 2014 alone, with these sub-Saharan Africa accounts for 65% (179,000) of the deaths. Although studies are conducted on modern contraceptives, information is scarce on multinomial regression analysis at the national level data. Therefore, this study aimed to assess modern contraceptive method utilization and determinant factors among women in Ethiopia.MethodsData for this study were extracted from the national representative 2019 Ethiopian Mini Demographic and Health Survey. Data was collected using a 2-stage cluster design, in which enumeration areas formed the first stage and households made the second stage. The survey was conducted from March 21, 2019, to June 28, 2019. The analysis was done using multinomial logistic regression using STATA software version 14. The overall categorical variables with a P value of < 0.25 at the binomial analysis were included in the final model of the multinomial logistic regression model in which odds ratios with 95% CIs were estimated to identify the independent variables of women’s modern contraceptive utilization. P values less than 0.05 were used to declare statistical significance. All analysis was done on weighted data.ResultsA total of 8885 (weighted) participants were included in the current study from these,. The current study revealed that the prevalence of modern contraceptive utilization was 28.1% (95%CI: 27.6.7-28.6%). Factors like: women 25 to 34 years (aRRR = 1.5;95% CI:1.2–1.9), 35 to 44 years (aRRR = 2.4; 95% CI: 3.3–5.4), and greater than 45 years (aRRR = 2.9; 95% CI: 2.2–3.7); place of residence (rural; aRRR = 0.89; 95% CI 0.81–0.99), higher educational status (aRRR = 0.035;95%CI:0.61–0.98), grandmultipara (aRRR = 1.73;95%CI:1.6–1.9), and wealth index (poorer aRRR = 0.541;95%CI:0.46–0.631.9) were the factors significantly associated with the outcome variable.ConclusionsIn this, modern contraceptive utilization is low as compared to other countries. It was influenced by age, place of residence, education, the number of children, and wealth index. This suggests that creating awareness of contraceptive utilization is paramount for rural residence women by policymakers and health managers to empower women for family planning services. Moreover, all stakeholders, including governmental and nongovernmental organizations, better to emphasize on modern contraceptive use.

Modern contraceptive use and associated factors among reproductive-age women in Ethiopia: multilevel analysis evidence from 2019 Ethiopia mini demographic and health survey

Background Despite the high fertility and population growth rates, the use of modern contraceptives remains low in low- and middle-income countries. Different pocket-sized studies on the use of modern contraceptive methods conducted in various parts of Ethiopia have been extremely varied and ambiguous. Therefore, this study aimed to assess modern contraceptive use and its associated factors in women of reproductive age in Ethiopia. Methods Cross-sectional data from the Ethiopia Interim Demographic Health Survey (EMDHS) 2019 in a stratified, two-stage, and cluster sampling study. Multilevel binary logistic regression analysis was used to fit the associated factors. The interclass correlation (ICC), median odds ratio (MOR), proportional change variance (PVC), and deviance were used for model comparison and fitness. The adjusted odds ratio (AOR) with 95% confidence interval (CI) was used to identify the significant factors of modern contraceptive use. Result The multilevel analysis demonstrated that Orthodox religion [AOR = 1.7; 95%CI: 1.4–2.10] protestant religion [AOR = 1.2; 95%CI: 0.93–1.62], married [AOR = 4.2; 95%CI: 1.93–9.07], primary education [AOR = 1.5; 95%CI: 1.26–1.76], secondary education [AOR = 1.36; 95%CI: 1.04–1.77 [AOR = 1.89; 95%CI: 1.37–2.61], middle [AOR = 1.4; 95%CI: 1.14–1.73], rich [AOR = 1.3; 95%CI: 1.06–2.68] were positively associated with modern contraceptive utilization, while the age group of 40–49 [AOR = 0.45, 95% CI: 0.34–0.58], and high community poverty [AOR = 0.62; 95%CI: 0.46–0.83] were negatively associated with modern contraceptive utilization. Conclusion The prevalence of modern contraception in Ethiopia remains low. Maternal age, religion, maternal education, marital status, wealth index, region, and community poverty were significant predictors of modern contraceptive utilization in Ethiopia. Governments and non-governmental organizations should expand their public health programs to poorer communities to increase the use of modern contraception in the country.

Role of Guidance and Counseling in Addressing Commonly Used Forms of Cannabis among University Students in the South Rift Region of Kenya

Modern family planning methods are widely believed to influence fertility reduction worldwide. Family planning had a clear effect on the health of women, children, and families worldwide especially those in developing countries. It has been shown that there are many instances in which women might discontinue contraception or switch methods that put women at risk of unwanted pregnancies. In addition, studies showed that in countries with moderate to high contraceptive prevalence, the majority of unintended pregnancies are the result of contraceptive discontinuation or failure. This study intends to assess and identify determinants of reversible modern hormonal contraceptive method utilization among women of reproductive age group in Dire Dawa city, Dire Dawa Administration, Eastern Ethiopia. A cross-sectional study design was employed. A total of 811 women one year history of modern hormonal contraceptive method usage was studied. A stratified random sampling method was used to select the study subjects. Data was collected using structured questionnaire and to analyze the data descriptive statistics and binary logistic regression was employed. Result . This study showed that 574 (70.8%) of them continue using the method that they used before one year without changing. However, 237 (29.2%) of women discontinued using the method within a year. Switching account 97 (40.9%) of the discontinuation. Factors such as: age, number of children, who made the decision on choice of the used method, the type of contraceptive method used and taking training/ counseling before using the method were found to be significant at 5% level of significance. Women who are young, have no or small number of children and not the decision maker on the choice of the method are more likely to discontinue. Whereas women who didn’t took training/counseling are less likely to discontinue. And compared to women who used implant those, women who used pills and injectables are more likely to discontinue. This study showed the factors that contribute to utilization of modern contraception methods. Keywords: modern hormonal contraceptive method; binary logistic regression DOI: 10.7176/DCS/13-3-01 Publication date: March 31 st 2023