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Background The intention to use contraceptives reflects an individual’s or couple’s plan to adopt contraceptive methods, thereby reinforcing women’s rights to reproductive autonomy. This choice is closely linked to significant health benefits, including reductions in unintended pregnancies and unsafe abortions, ultimately contributing to improved maternal and infant health outcomes. In Ethiopia, despite numerous efforts undertaken over the past decade to increase family planning use, contraceptive prevalence remains low at 36.6% among all women, while unmet need for contraception remains high at 22.3%. Achieving the desired level of change, particularly in rural and remote areas, has been challenging, as highlighted in the National Adolescent and Youth Health Strategies (2021–2025) and the Reproductive Health Strategies (2015–2020). Within this context, understanding women’s contraceptive use intention helps to identify motivations and barriers to future reproductive rights and autonomy of women and enables her to turn that intention into an action, which can inform the design of effective reproductive health, family planning and maternal and child health programs. Methods This study used cross-sectional data from Performance Monitoring for Action Ethiopia (PMA-ET) 2020. Applying a quantitative research methodology to access the relationship between dependent and independent variables, the hypothesis tested in this analysis adapted and used TPB constructs as a guiding behavioral socio-psychological theoretical model. This study included a weighted count of 3025 women aged between 15 and 49 years who were not contraceptive users. Frequencies and percentages were computed to describe the study participants. Chi-square tests were conducted to evaluate associations and assess sample cell size adequacy across categories. Important factors influencing women’s contraceptive intention were, determined using a multilevel binary logistic regression analysis. The findings were reported in terms of percentages and odds ratios along with, 95% confidence intervals. Statistical significance was established at a significance level of 0.05. Results Approximately one in two 46.4% (95% CI; 43.0−49.9%), of married reproductive-aged women in Ethiopia have a contraceptive use intention. Women who have a favorable attitude toward contraceptives, positive subjective social norm and high perceived contraceptive control were strongly associated with contraceptive use intention. Women who reported having a family size of above five members, better contraceptive knowledge, partner positive contraceptive feeling, visiting a facility and living in the Amhara, Oromia and SNNPR regions were found to increase the odds of contraceptive use intention. However, elderly women aged 30 years and above were, found to have lower odds of having a contraceptive use intention. Conclusion The prevailing proportion calls for multifaceted strategies to identify and address barriers that prevent women from deciding on their contraceptive use intention in order to maximize contraceptive use intention among those who are potential users. Accordingly, the construct of TPB, attitude, subjective social norm, and perceived control, as the main predictors, were found to impact women’s intention to use contraceptives. Awareness of these influencing factors is crucial for designing contraceptive programs and policies tailored to reproductive health strategies, especially these strategies should be diverse enough to create a positive social norm toward contraceptive use, which can lead to information sharing, reduced stigma and community support that can play significant importance in shaping individuals’ attitude toward reproductive behaviors.

BackgroundUnderstanding a woman’s future contraceptive needs and enhancing her chances of putting those needs into action depend heavily on her intentions to use contraceptive methods. However, there is little information about global perspectives of intention to utilise contraceptives among fecund sexually active women.ObjectivesThis study examines the patterns and determinants of contraception intention of fecund sexually active women.MethodsThe most recent Demographic and Health Surveys (DHS) from 59 countries were used for secondary data analysis. The DHSs applied a cross-sectional survey design to collect data from women between the ages of 15 and 49. The study comprises a sample of 697,590 fecund sexually active women in the reproductive ages. The desire to utilise contraceptive methods was examined using a multivariable binary logistic regression analysis. All analyses were weighted to allow for a complex survey design.ResultsA pooled prevalence of intention to utilise contraception was 42.8% (95% CI: 42.5, 43.1) at the global level. Eastern and Southern Europe had the lowest prevalence, 17.3% (95% CI: 16.4, 18.2), and the highest prevalence was observed in countries from Latin America and the Caribbean, 68.0% (95% CI: 67.5, 69.9). Attaining secondary-level education (adjusted odds ratio (aOR) = 1.68; 95% CI: 1.62–1.72) or higher (aOR = 1.71; 95% CI: 1.63–1.80), working (aOR = 1.21; 95% CI: 1.18–1.24), experience of a pregnancy loss (aOR = 1.06; 95% CI: 1.03–1.09), or being exposed to media family planning messages (aOR = 1.51; 95% CI: 1.48–1.55) were factors associated with an increased likelihood of intent to use contraceptives.ConclusionsThe study has established that contraceptive use intention was low in many developing countries. Education, age, employment status, fertility preference, and exposure to family planning messages influenced contraceptive use intention. Health policy-makers ought to consider these factors when designing sexual and reproductive health strategies in developing countries.

Background Studies in many developing countries have shown that community health workers (CHWs) are valuable for boosting contraceptive knowledge and usage. However, in spite of the evidence, studies in Nigeria have rarely examined whether in the absence of skilled health personnel such as doctors and nurses in rural and remote communities, the health service contacts of non-users with CHWs drive the intention to use modern contraceptives. This study, therefore, examines the extent to which health service contacts with CHWs are associated with the intention to use modern contraceptives among non-users in rural communities of Nigeria. Methods This study adopted a descriptive cross-sectional design. Data were extracted from the most recent Nigeria Demographic and Health Survey (NDHS). The study analyzed a weighted sample of 12,140 rural women. The outcome variable was the intention to use modern contraceptives. The main explanatory variable was health service contacts with CHWs. Statistical analyses were performed at three levels with the aid of Stata version 14. Three multivariable regression models were estimated using an adjusted Odds Ratio (aOR) with a 95% confidence interval. Statistical significance was set at p  < 0.05. Results Findings showed that more than a quarter (29.0%) of women intends to use modern contraceptives. Less than one-fifth (15.9%) of the women had health service contacts with CHWs. In Model 1, women who had health service contacts with CHWs were more likely to intend to use modern contraceptives (aOR =1.430, 95% CI: 1.212–1.687). Likewise, in Model 2, women who had health service contacts with CHWs had a higher likelihood of intending to use modern contraceptives (aOR = 1.358, 95% CI: 1.153–1.599). In Model 3, the odds of intention to use modern contraceptives were higher among women who had health service contacts with CHWs (aOR =1.454, 95% CI: 1.240–1.706). Conclusion In rural areas of Nigeria, health service contacts with CHWs are significantly associated with the intention to use modern contraceptives. Family planning programmers should leverage the patronage of CHWs for the purpose of family planning demand generation in rural areas.

Background The influence of health workers on uptake of maternal healthcare services is well documented; however, their outreach for family planning (FP) services and influence on the intention to use contraceptives is less explored in the Indian context. This study examined the extent of health worker outreach for FP service and its effects on intention to use contraceptives among currently married women aged 15 – 49 years. Methods This study used data from two rounds of the National Family Health Survey (NFHS) of India, conducted during 2005 – 06 and 2015 – 16 respectively. Bivariate analysis and multivariate logistic regression were used to understand the level of and change in health worker outreach for FP services over time, and its association with intention to use contraceptives among currently married women. Results In the past 10 years, health workers’ outreach for FP service has significantly increased by about 10 percentage points, although the level is not optimal and only 28% of non-users were reached by health workers in 2015 – 16. Increase in the outreach to younger and low parity women was higher than their respective counterparts. Intention to use contraceptive among women who were not using any method was 41% when health workers contacted and discussed FP, compared to only 20% when there was no such contact with health workers. Multivariable analysis suggests that contact with health workers has significant positive effects on intention to use contraceptive (AOR = 3.05; p  < 0.001; 95% CI 2.85–3.27). Conclusion Increased scope of outreach of frontline health workers to provide FP communication and services will not only help in building knowledge of contraceptive methods but will also increase women’s intention to use a method. For India, this may be the most promising way to achieve the Sustainable Development Goals 3.7, which calls for universal access to reproductive health services.

Background Contraceptive use is vital to improve maternal and child health, promote economic stability, and empower women. Despite global progress in family planning, Somalia faces unique challenges due to cultural, economic, and infrastructural barriers, resulting in low contraceptive use. This study investigated the prevalence and determinants of the intention to use contraceptives among women of reproductive age in Somali. Methods Using data from the 2020 Somali Demographic and Health Survey (SDHS), this study analyzed a sample of 7,967 women aged 15–49. Contraceptive intention was categorized as “intent to use” versus “no intent to use.” The SDHS questionnaire assesses intention to use contraceptives in the next 12 months, which aligns with standard DHS definitions. Bivariate and multivariable logistic regression analyses were conducted to assess the association between contraceptive intention and sociodemographic factors. Choropleth maps and bar charts illustrate regional disparities. Results Overall, only 7.6% of the women intended to use contraception, with substantial regional variation. Woqooyi Galbeed reported the highest prevalence of contraceptive intention at 18.4%, while Gedo had the lowest at 1.1%. Significant predictors of contraceptive intention included higher education (AOR: 2.34, 95% CI: 1.21–4.56), secondary education (AOR: 1.91, 95% CI: 1.12–3.26). Women residing in nomadic communities had significantly lower odds of intending to use contraception (AOR: 0.40, 95% CI: 0.23–0.68). Since nomadic residence often implies reduced healthcare access, this finding suggests logistical and cultural barriers to contraceptive intentions. Cultural and geographic factors significantly influence contraceptive intentions. Conclusion Regional, educational, and socioeconomic variations affect contraceptive intentions in Somalia. Addressing these disparities through targeted educational and healthcare access interventions could improve family planning and utilization, ultimately enhancing maternal and child health outcomes.

Objectives: To analyze the characteristics of women who have never used contraception, and do not intend to use it in the future; examine the factors affecting such behavior and intentions; and discuss their health implications. Methods: Survey data from a nationally representative random sample of Kuwaiti households, collected in a study conducted in 1999 and containing 1502 currently married women, were analyzed using logistic regression analysis. Results: Based on the present study, 19% of women had never used contraception and 50% were not using contraception when interviewed. Among current non-users, 42% did not intend to use contraception, and 31% were unsure about use during the following year. Negative attitudes of the respondents and their husbands were the critical factors in non-use and future intentions for non-use. Never-users were older (average age 37.8 years) and of higher parity (6.2) than other women. Conclusion: Being older and of higher parity, never-users constitute a high-risk group that may be in need of counseling. Also, negative attitudes towards contraception need modification.

Contraceptive failure is a major contributor to unintended pregnancy worldwide. DHS retrospective calendars, which are the most widely used data source for estimating contraceptive failure in low-income countries, vary in quality across countries and surveys. We identified surveys with the most reliable calendar data and analyzed 105,322 episodes of contraceptive use from 15 DHSs conducted between 1992 and 2014. We estimate contraceptive method-specific 12-month failure rates. We also examined how failure rates vary by age, education, socioeconomic status, contraceptive intention, residence, and marital status using multilevel piecewise exponential hazard models. Our failure rate estimates are significantly lower than results from the United States and slightly higher than previous studies that included more DHS surveys, including some with lower-quality data. We estimate age-specific global contraceptive failure rates and find strong, consistent age patterns with the youngest users experiencing failure rates up to ten times higher than older women for certain methods. Failure also varies by socioeconomic status, with the poorest, and youngest, women at highest risk of experiencing unintended pregnancy due to failure.

Background Family planning is an integral component of maternal and child health services in Ghana. Although knowledge on contraception is universal and most women attend maternal and child health services, contraceptive use remains low among women after delivery. This study aimed to determine factors influencing current use and future contraceptive intentions of women who were attending child welfare clinics within 2 years of delivery in Sunyani Municipality, Ghana. Methods We conducted an analytical cross-sectional study among mothers in six selected health care facilities. Data was collected on their socio-demographic characteristics, reproductive and contraceptive experiences and future contraceptive intentions. Categorical variables were compared using the chi-squared (χ 2 ) test. Factors associated with current use and future contraceptive intentions were determined using Poisson regression with a robust error variance to estimate crude and adjusted relative risks (RRs) with 95% confidence intervals (CIs). P  < 0.1 was considered statistically significant. Results A total of 590 women were recruited into the study. Overall, 50.2% of the women were using contraception, 30.7% modern and 19.5% traditional methods. Compared to previous use, more women were using and would prefer the more effective contraceptive methods in future. Significant factors associated with current contraceptive use were, level of education ( p  = 0.02), discussing family planning during antenatal care (adjusted RR, 1.28; 95% CI, 1.07-1.53), or with one’s partner (adjusted RR, 1.22; 95% CI, 1.01-1.47) and previous contraceptive use (adjusted RR, 1.91; 95% CI, 1.56-2.33). Family planning discussions during child welfare clinic (adjusted RR, 1.12; 95% CI, 0.99-1.26) or with one’s spouse (adjusted RR, 1.20; 95% CI, 1.08-1.34), desire to space children (adjusted RR, 1.35; 95% CI, 1.17-1.55), previous (adjusted RR, 1.15; 95% CI, 1.05-1.27) and current (adjusted RR, 1.11; 95% CI, 1.01-1.22) contraceptive use were predictive of clients’ intention to adopt family planning in the future. Conclusion Effective counselling on family planning during antenatal and child welfare clinics, and encouraging spousal communication on contraception are likely to increase contraceptive use after delivery.

Background Family planning is fundamental to women’s reproductive health and is a basic human right. Global targets such as Sustainable Development Goal 3 (specifically, Target 3.7) have been established to promote universal access to sexual and reproductive healthcare services. Country-level estimates of contraceptive use and other family planning indicators are already available and are used for tracking progress towards these goals. However, there is likely heterogeneity in these indicators within countries, and more local estimates can provide crucial additional information about progress towards these goals in specific populations. In this analysis, we develop estimates of six family indicators at a local scale, and use these estimates to describe heterogeneity and spatial–temporal patterns in these indicators in Burkina Faso, Kenya, and Nigeria. Methods We used a Bayesian geostatistical modelling framework to analyse geo-located data on contraceptive use and family planning from 61 household surveys in Burkina Faso, Kenya, and Nigeria in order to generate subnational estimates of prevalence and associated uncertainty for six indicators from 2000 to 2020: contraceptive prevalence rate (CPR), modern contraceptive prevalence rate (mCPR), traditional contraceptive prevalence rate (tCPR), unmet need for modern methods of contraception, met need for family planning with modern methods, and intention to use contraception. For each country and indicator, we generated estimates at an approximately 5 × 5-km resolution and at the first and second administrative levels (regions and provinces in Burkina Faso; counties and sub-counties in Kenya; and states and local government areas in Nigeria). Results We found substantial variation among locations in Burkina Faso, Kenya, and Nigeria for each of the family planning indicators estimated. For example, estimated CPR in 2020 ranged from 13.2% (95% Uncertainty Interval, 8.0–20.0%) in Oudalan to 38.9% (30.1–48.6%) in Kadiogo among provinces in Burkina Faso; from 0.4% (0.0–1.9%) in Banissa to 76.3% (58.1–89.6%) in Makueni among sub-counties in Kenya; and from 0.9% (0.3–2.0%) in Yunusari to 31.8% (19.9–46.9%) in Somolu among local government areas in Nigeria. There were also considerable differences among locations in each country in the magnitude of change over time for any given indicator; however, in most cases, there was more consistency in the direction of that change: for example, CPR, mCPR, and met need for family planning with modern methods increased nationally in all three countries between 2000 and 2020, and similarly increased in all provinces of Burkina Faso, and in large majorities of sub-counties in Kenya and local government areas in Nigeria. Conclusions Despite substantial increases in contraceptive use, too many women still have an unmet need for modern methods of contraception. Moreover, country-level estimates of family planning indicators obscure important differences among locations within the same country. The modelling approach described here enables estimating family planning indicators at a subnational level and could be readily adapted to estimate subnational trends in family planning indicators in other countries. These estimates provide a tool for better understanding local needs and informing continued efforts to ensure universal access to sexual and reproductive healthcare services.

Product adherence is critical to obtaining objective estimates of efficacy of pre-exposure prophylactic interventions against HIV-1 infection. With imperfect adherence, intention-to-treat analyses assess the collective effects of complete, sub-optimal and non-adherence, providing a biased and attenuated estimate of the average causal effect of an intervention. Using data from the MTN-020/ASPIRE phase III trial evaluating HIV-1 efficacy of the dapivirine vaginal ring, we conducted per-protocol, and adherence-adjusted causal inference analyses using principal stratification and marginal structural models. We constructed two adherence cut offs of ≥ 0.9 mg (low cutoff) and > 4.0 mg (high cutoff) that represent drug released from the ring over a 28-day period. The HIV-1 efficacy estimate (95% CI) was 30.8% (3.6%, 50.3%) (P = 0.03) from the per-protocol analysis, and 53.6% (16.5%, 74.3%) (P = 0.01) among the highest predicted adherers from principal stratification analyses using the low cutoff. Marginal structural models produced efficacy estimates (95% CIs) ranging from 48.8 (21.8, 66.4) (P = 0.0019) to 56.5% (32.8%, 71.9%) (P = 0.0002). Application of adherence-adjusted causal inference methods are useful in interpreting HIV-1 efficacy in secondary analyses of PrEP clinical trials.