Predictors of contraceptive discontinuation in Rwanda: evidence from demographic and health survey 2019-2020.

BACKGROUND: Despite advancements, Rwanda continues to face challenges regarding contraceptive discontinuation. The 2019-2020 Rwanda Demographic and Health Survey (DHS) reported a 30% discontinuation rate among women within the first year of use. This study analyses predictors of discontinuation using this DHS data, with the goal of strengthening Rwanda's family planning programs. METHODS: Data from the 2019-20 Rwanda DHS (14,634 women aged 15-49) was examined. A two-stage sampling design informed the survey. Life table methods and Cox proportional hazard models were used to analyze discontinuation rates, median usage duration across contraceptive methods, and the influence of demographic and other factors. RESULTS: Results indicated a progressive rise in contraceptive discontinuation over different period: 16.69% at 6 months, 29.29% at 12 months, and 47.21% at 24 months. Pills and male condoms showed higher discontinuation probabilities early on. While injectables and LAM initially showed lower discontinuation, rates rose significantly by the 24th month. Health concerns and side effects were the primary reasons cited for discontinuation. The Cox proportional hazards analysis revealed significant factors influencing discontinuation: contraceptive method, desire for pregnancy, husband's disapproval, access/availability, and the desire for a more effective method. CONCLUSION: This study highlights substantial contraceptive discontinuation rates in Rwanda, particularly for pills and injectables. Method type, health concerns, side effects, and method failure were associated with discontinuation. Interventions should focus on improving contraceptive continuation and investigating alternative methods with lower discontinuation tendencies.

Adherence to Modern Contraceptives Among Female Refugee Adolescents in Northern Uganda: A Prospective Single Cohort Study.

Background: Contraceptive adherence is the current and consistent use of a contraceptive method as prescribed by a health worker or family planning provider so as to prevent pregnancy. Globally, adherence is lowest among adolescents. This has greatly contributed to the high burden of adolescent pregnancies. Adherence and reasons for discontinuation among refugee adolescents are poorly understood. The aim of this study was to determine the rates and predictors of adherence to modern contraceptives among female refugee adolescents in northern Uganda. Methods: This was a prospective single cohort study, nested into a randomised controlled trial (RCT) assessing the effect of peer counselling on acceptance of modern contraceptives. The RCT was conducted among female refugee adolescents in Palabek refugee settlement, northern Uganda. The study involved 272 new starters of modern contraceptives who were followed up for six months from May 2019 to January 2020. The outcome was measured at one, three, and six months after receiving a contraceptive method, and the predictors of adherence were determined using Generalised Estimating Equations (GEE). Data were analysed using STATA version 14.0. Results: Adherence rates were low and reduced over time. By the end of the six months, only 44% of the participants were using a contraceptive method. Participants using long-acting reversible contraceptives (LARC) were more likely to adhere compared to those who were using short-acting reversible contraceptives (SARC) (OR: 3.37, 95% CI: 1.914-5.937, p<0.001). Conclusion: Adherence to modern contraceptives was low, leaving adolescents at risk of unintended pregnancies. Participants using LARC were more likely to adhere than those using SARC. Interventions addressing fear of side effects and partner prohibition should be studied and implemented to enable adherence to modern contraceptives.

Comparing the reasons for contraceptive discontinuation between parenting adolescents and young women in sub-Saharan Africa: a multilevel analysis.

BACKGROUND: Adolescent sexual and reproductive health remains a major public health and development issue of global importance. Given that adolescents and young people are heterogenous groups in terms of many characteristics, this study expands the literature by comparing the reasons for contraceptive discontinuation between parenting adolescents (aged 15-19) and parenting young women (aged 20-24) in sub-Saharan Africa (SSA). METHODS: Data for the study came from Demographic and Health Surveys of 22 SSA countries. The outcome variable was reasons for discontinuation. We performed multilevel binary logistic regression on analytic samples comprising 1485 parenting adolescents and 10,287 parenting young women across the selected SSA countries. RESULTS: Findings show that the proportion of respondents who used modern contraceptives was lower among parenting adolescents (35%) relative to their 20-24-year-old counterparts (43%). Higher percentages of parenting adolescents than young women discontinued contraceptives because of reasons such as pregnancy or method failure (i.e., 9.9% and 8.17% accordingly), husband disapproval, access or availability issues, wanting more effective methods, and inconvenience in using methods. The multilevel analysis further highlighted disparities between parenting adolescents and parenting young women who discontinued contraceptives. For instance, parenting young women had 30% lower odds of discontinuing contraceptives due to pregnancy or method failure than parenting adolescents. CONCLUSION: The study established disparities in the reasons for contraceptive discontinuation between parenting adolescents and parenting young women, with adolescents demonstrating greater vulnerabilities and higher risks. Considerable attention must be given to parenting adolescents in the efforts to achieve equity goals such as the Sustainable Development Goals and universal health coverage in SSA.

Spatial and Multilevel Analysis of Unscheduled Contraceptive Discontinuation in Ethiopia: Further analysis of 2005 and 2016 Ethiopia Demography and Health Surveys.

Background: Unscheduled discontinuation of contraceptives is a public health problem among women of reproductive age. Particularly, it is associated with unwanted pregnancies that lead to maternal and child mortality, but little is known about the spatial distribution of the problem. Therefore, this study aims to assess the spatial distribution and associated factors of unscheduled contraceptive discontinuation in Ethiopia. Method: This study used secondary data from the Ethiopia Demography and Health Survey (EDHS) data of 2005 and 2016. The study population was women who used contraceptives in the preceding 5 years before the survey. A total of 2,327 and 3,858 eligible women were included in the final analysis of the 2005 and 2016 EDHS, respectively. For the spatial analysis, both the 2005 and the 2016 EDHS data were analyzed using ArcGIS version 10.7, while for multilevel regression analysis, the 2016 EDHS data were used. The final model reported an adjusted odds ratio (AOR) with a 95% confidence interval (CI), and a p-value of 0.05 was used to declare statistical significance. Result: This study revealed that unscheduled discontinuation of contraceptives varied geographically, and hotspots were detected in the central, north, and eastern parts of Ethiopia. Moreover, diploma and higher education (AOR = 1.40; 95% CI: 1.01-1.95), urban residence (AOR = 1.37; 95% CI: 1.08-1.72), history of termination of pregnancy (AOR = 1.47; 95% CI: 1.14-1.94), married women (AOR = 10.79; 95% CI: 6.98-16.69), separated/divorced women (AOR = 1.54: 95% CI: 1.07-2.30), -two to four number of children (AOR = 1.46; 95% CI: 1.15-1.84), and involvement in the decision-making process of contraceptive use (AOR = 39.26; 95% CI: 28.84-53.45) were all factors associated with unscheduled discontinuation of contraceptives. Conclusion: This study revealed that unscheduled discontinuation of contraceptive distribution was significantly clustered in the central, north, and eastern parts of Ethiopia, as found in two surveys. The magnitude of this discontinuation increased from 2005 to 2016. The finding underscores that further interventions such as the availability of multiple mixed methods and improvement in women's decision-making ability in the choice of contraceptive methods and utilization are needed in hotspot areas of Ethiopia.

Prevalence and associated factors of modern contraceptive discontinuation among sexually active married women in Nigeria.

BACKGROUND: Contraceptive discontinuation for reasons other than the desire for pregnancy is associated with a high rate of unintended pregnancies leading to unsafe abortions, maternal morbidity and mortality. In Nigeria, little is known about modern contraceptive discontinuation using the calendar data. METHODS: A cross-sectional research design from the 2018 Nigeria Demographic and Health Surveys (NDHS) women's dataset was used to examine the prevalence and associated factors of modern contraceptive discontinuation among sexually active married women in Nigeria. A weighted sample size of 3,353 currently sexually active married or in union women who have ever used a modern contraceptive 5 years before the survey and with complete reproductive histories and are not sterilised or declared infecund was analysed. Data were analysed and displayed using frequency tables and charts, chi-square test, and binary logistic regression model at 5% level of significance. RESULTS: The prevalence of modern contraceptive discontinuation was 35.8% (1199) with 45.8% (549) of the women discontinuing using modern contraceptives while at risk of pregnancy. The most modern method discontinued was Injectables (25.2%) while the commonest reason for modern method discontinuation was because they wanted to become pregnant (36.1%). Associated factors of modern contraceptive discontinuation among sexually active married women in Nigeria were: marital duration (aOR = 3.0; 95%CI: 1.5-6.2), visitation to a health facility in the last 12 months before the survey (aOR = 0.6; 95%CI: 0.4-0.8), education (aOR = 2.0; 95%CI: 1.2-3.4) and region of residence (aOR = 2.7; 95%CI: 1.6-4.7). CONCLUSION: Modern contraceptive discontinuation among the study respondents was high. Region of residence, health facility visitation and marital duration were significantly associated with modern contraceptive discontinuation. The study suggests that health care providers should address the discontinuation of contraception through counselling, particularly among women who reside in the region of high prevalence of contraceptive discontinuation, short-term users as well as strengthen the use of contraception among those who are still at risk of becoming pregnant. Governments and stakeholders should also partner with private sectors to make health care accessible to women by bring health facilities closer to them to improve facility visitation.

Prediction of contraceptive discontinuation among reproductive-age women in Ethiopia using Ethiopian Demographic and Health Survey 2016 Dataset: A Machine Learning Approach.

BACKGROUND: Globally, 38% of contraceptive users discontinue the use of a method within the first twelve months. In Ethiopia, about 35% of contraceptive users also discontinue within twelve months. Discontinuation reduces contraceptive coverage, family planning program effectiveness and contributes to undesired fertility. Hence understanding potential predictors of contraceptive discontinuation is crucial to reducing its undesired outcomes. Predicting the risk of discontinuing contraceptives is also used as an early-warning system to notify family planning programs. Thus, this study could enable to predict and determine the predictors for contraceptive discontinuation in Ethiopia. METHODOLOGY: Secondary data analysis was done on the 2016 Ethiopian Demographic and Health Survey. Eight machine learning algorithms were employed on a total sample of 5885 women and evaluated using performance metrics to predict and identify important predictors of discontinuation through python software. Feature importance method was used to select top predictors of contraceptive discontinuation. Finally, association rule mining was applied to discover the relationship between contraceptive discontinuation and its top predictors by using R statistical software. RESULT: Random forest was the best predictive model with 68% accuracy which identified the top predictors of contraceptive discontinuation. Association rule mining identified women's age, women's education level, family size, husband's desire for children, husband's education level, and women's fertility preference as predictors most frequently associated with contraceptive discontinuation. CONCLUSION: Results have shown that machine learning algorithms can accurately predict the discontinuation status of contraceptives, making them potentially valuable as decision-support tools for the relevant stakeholders. Through association rule mining analysis of a large dataset, our findings also revealed previously unknown patterns and relationships between contraceptive discontinuation and numerous predictors.

Prevalência, padrões e fatores associados à contracepção no Brasil e meta-análise da descontinuidade contraceptiva no cenário mundial / Prevalence, patterns and factors associated with contraception in Brazil and meta-analysis of contraceptive discontinuation on the global stage

Introdução: O Brasil tem uma elevada prevalência de uso de contraceptivos entre mulheres em idade reprodutiva. No entanto, observa-se que persistem desigualdades, tanto no acesso quanto em relação ao tipo de método usado, o que pode contribuir para as altas taxas de gestações não planejadas e abortos induzidos no país. Outro fator que contribui para esses desfechos é a descontinuidade contraceptiva, porém este indicador não é monitorado no país desde 1996, dificultando dimensionar a magnitude do problema. Objetivos: Estimar fatores individuais e contextuais associados ao uso de contraceptivos de acordo com a paridade das mulheres brasileiras em idade reprodutiva; estimar os fatores associados ao tipo de método contraceptivo usado pelas brasileiras; e estimar a magnitude da descontinuidade contraceptiva na literatura mundial a partir de uma meta-análise. Métodos: Foram utilizados dados da Pesquisa Nacional de Saúde de 2013 e 2019 para responder aos dois primeiros objetivos da tese. Os desfechos principais foram o uso de métodos contraceptivos (MC) e o tipo de método classificado quanto ao tempo de ação: contraceptivos reversíveis de curta duração (SARCs) e contraceptivos reversíveis de longa duração (LARCs), e MC permanentes. Os fatores individuais foram características da história reprodutiva, do acesso aos serviços de saúde e sociodemográficas; e os contextuais: Índice de Desenvolvimento Humano (IDH), Índice Sociodemográfico (SDI), Rendimento Mensal Médio e Cobertura da Atenção Primária (APS). Primeiramente, utilizou-se modelos de regressão logística multinível para estimar os fatores individuais e contextuais associados ao uso de MC, estratificados por paridade. Em seguida, para estimar os fatores associados ao tipo de MC usado pelas mulheres foram utilizados modelos de regressão logística multinomial, cuja categoria de referência foram as usuárias de SARC. Por último, foi conduzida uma revisão sistemática com meta-análise para estimar a magnitude da descontinuidade contraceptiva (abandono e troca) na literatura mundial, que também considerou a classificação dos métodos em SARCs e LARCs. Resultados: A prevalência do uso de MC foi superior a 80% em 2013 e 2019, e menor entre nulíparas. Entre 2013 e 2019, observou-se uma redução da variabilidade da chance de usar MC entre as Unidades Federativas (UFs) para nulíparas. Mesmo assim, nulíparas que residiam em UFs com melhores indicadores socioeconômicos, tais como maior IDH e SDI, tinham mais chance de uso de MC. Por outro lado, a cobertura da APS foi a única variável que permaneceu associada a maior probabilidade de uso de MC em 2019 entre primíparas/multíparas. Quanto ao tipo de MC, mais de 70% das mulheres usavam SARCs. Mulheres com melhores condições socioeconômicas tinham mais chance de usar LARCs e menos chance de usar métodos permanentes quando comparados aos SARCs. Por outro lado, mulheres com maior idade, paridade e que viviam com companheiro tinham maior chance de usar métodos permanentes em relação aos SARCs. Ao realizar a meta-análise dos dados identificou-se que a taxa de descontinuidade de SARCs foi de 56,8%, enquanto para LARCs foi de 17,8%. Para as usuárias de SARCs, a chance de abandono foi quase 7 vezes maior que a de troca. Das mulheres que descontinuaram, a maioria abandonou o uso de MC devido a efeitos colaterais. Conclusão: Existem desigualdades individuais e contextuais em relação ao acesso à contracepção no país, segundo a paridade das mulheres. Além disso, mulheres com melhores condições socioeconômicas têm mais acesso aos MC mais eficazes, como os LARCs. Destaca-se ainda as elevadas taxas de descontinuidade encontradas na meta-análise, principalmente para os SARCs, MC mais usados pelas brasileiras. Nossos achados indicam a necessidade de retomar a discussão da contracepção no país com políticas e programas voltados ao enfrentamento das iniquidades, à qualificação do acesso, à promoção da equidade, tendo em vista grupos mais alijados, bem como retomar o monitoramento da descontinuidade contraceptiva em âmbito nacional, além de incluir aspectos assistenciais que deem conta de manejar melhor esse fenômeno.

Brazil has a high prevalence of contraceptive use among women of reproductive age. However, it is observed that inequalities persist, both in access and in relation to the type of method used, which may contribute to the high rates of unplanned pregnancies and induced abortions in the country. Another factor that contributes to these outcomes is contraceptive discontinuity, but this indicator has not been monitored in the country since 1996, making it difficult to measure the magnitude of the problem. Objectives: To estimate individual and contextual factors associated with the use of contraceptives according to the parity of Brazilian women of reproductive age; to estimate the factors associated with the type of contraceptive method used by Brazilian women; and to estimate the magnitude of contraceptive discontinuity in the world literature based on a meta-analysis. Methods: Data from the National Health Survey of 2013 and 2019 were used to answer the first two objectives of the thesis. The main outcomes were the use of contraceptive methods (CM) and the type of method classified according to the time of action: short-acting reversible contraceptives (SARCs) and long-acting reversible contraceptives (LARCs), and permanent CM. Individual factors were reproductive history, access to health services and sociodemographic characteristics; and the contextual ones: Human Development Index (HDI), Sociodemographic Index (SDI), Average Monthly Income and Primary Care Coverage (PHC). First, multilevel logistic regression models were used to estimate the individual and contextual factors associated with CM use, stratified by parity. Then, to estimate the factors associated with the type of CM used by women, multinomial logistic regression models were used, whose reference category was users of SARCs. Finally, a systematic review was conducted with meta-analysis to estimate the magnitude of contraceptive discontinuity (abandonment and switch) in the world literature, which also considered the classification of methods in SARCs and LARCs. Results: The prevalence of MC use was greater than 80% in 2013 and 2019, being lower among nulliparous women. Between 2013 and 2019, there was a reduction in the variability of the chance of using CM between the Federative Units (FUs) for nulliparous women. Even so, nulliparous women residing in FUs with better socioeconomic indicators, such as higher HDI and SDI, were more likely to use MC. On the other hand, PHC coverage was the only variable that remained associated with a greater chance of CM use in 2019 among primiparous/multiparous women. As for the type of CM, more than 70% of the women used SARCs. Women with better socioeconomic conditions were more likely to use LARCs and less likely to use permanent methods when compared to SARCs. On the other hand, women of greater age, parity and who lived with a partner were more likely to use permanent methods in relation to SARCs. When performing a meta-analysis of the data, it was identified that the discontinuity rate for SARCs was 56.8%, while for LARCs it was 17.8%. For users of SARCs, the chance of dropping out was almost 7 times greater than switching. Of the women who discontinued, most discontinued MC use due to side effects. Conclusion: There are individual and contextual inequalities regarding access to contraception in the country, according to women's parity. In addition, women with better socioeconomic conditions have more access to the most effective CM, such as LARCs. Also noteworthy are the high rates of discontinuity found in the meta-analysis, especially for SARCs, the MC most used by Brazilian women. Our findings indicate the need to resume the discussion of contraception in the country with policies and programs aimed at confronting inequities, qualifying access, promoting equity, with a view to more marginalized groups, as well as resuming the monitoring of contraceptive discontinuity in nationwide, in addition to including assistance aspects that manage this phenomenon better.

Contraceptive discontinuation among women of reproductive age in Papua New Guinea.

BACKGROUND: Papua New Guinea has one of the lowest contraceptive prevalence rates among women of reproductive age in the Western Pacific Region and this makes contraceptive discontinuation in this country a critical public health issue worth studying. This study sought to assess the factors associated with contraceptive discontinuation among women of reproductive age in Papua New Guinea. METHODS: The data used for the analysis were obtained from the Papua New Guinea Demographic and Health Survey which was conducted in 2016-2018. The outcome variable for this study was contraceptive discontinuation among women of reproductive age. Crude odds ratios and adjusted odds ratios with 95% confidence intervals were estimated using binary logistic regression. RESULTS: About 33.26% of the women discontinued injectables, 19.15% discontinued pills and 3.77% discontinued other contraception methods. Women aged 20-24 [aOR = 2.12, CI = [= [1.04,4.31] through to those aged 30-34 [aOR = 1.98, CI = 1.03,3.79] had higher odds to discontinue contraceptive usage compared to those aged 45-49. Women with no information on choice of contraception [aOR = 2.85, CI = 2.31,3.51], those with two or more births in the last five years [aOR = 2.35, CI = 1.65,3.35] and those living in the Highland region [aOR = 1.71, CI = 1.28,2.29] were more likely to discontinue contraceptive usage compared with those with information on contraceptive choices, those with no births and those living in the Island region respectively. However, women in the rural areas [aOR = 0.78, CI = 0.61,0.99], women using LARC [aOR = 0.10, CI = 0.06,0.15], injectables [aOR = 0.43, CI = 0.30,0.63] and other modern contraception methods including condom [aOR = 0.22, CI = 0.15,0.34] were less likely to discontinue contraceptive usage. CONCLUSION: A nationwide mass education on the benefits of contraception is recommended for the Papua New Guinea National Department of Health to tackle the key findings of this study which were high contraceptive discontinuation prevalence with lack of information on choice, disproportionately high contraceptive discontinuation rate in the Highland Region and the desire to give birth to more than two children as some factors associated with contraceptive discontinuation in Papua New Guinea.

The association between depression and contraceptive behaviors in a diverse sample of new prescription contraception users.

OBJECTIVE: Among women initiating new prescription contraception, we investigated the relationship between recent depression and a range of contraceptive behaviors. STUDY DESIGN: We used medical and pharmacy records of 52,325 women ages 19 to 29 who initiated prescription contraception (pills, patches or rings, injectables, and long-acting reversible contraceptives) in 2014-2016 at a large integrated healthcare system in Northern California. Women had continuous enrollment for a year before and after initiating, and no records of prescription contraceptive use in the year before initiating. Depression in the year prior to initiation was dichotomized into (1) no depression indicator (reference group) or (2) depression diagnosis or redeemed antidepressant. Multinomial logistic regression models examined the associations between depression and method type initiated, and contraceptive patterns, timing of discontinuation, inconsistent use, and switching methods over a year after initiating, adjusting for sociodemographics and testing for interactions between depression and having a recent birth or abortion. RESULTS: Women with recent depression were more likely to initiate methods other than the pill, and the association was stronger for patches or rings vs pills among those with a recent birth compared to those without. Among women initiating all methods and the pill, those with depression were more likely to discontinue their method, use it inconsistently, and switch from it than use it continuously for a year. CONCLUSION: Women with recent depression were less likely to initiate the pill; and when the pill was initiated, those with depression were more likely to discontinue use, use it inconsistently, and switch from it. IMPLICATIONS: Women with recent depression indicators should be followed closely to ensure they have the support they need to meet their reproductive goals. Those who wish to avoid pregnancy may benefit from methods that do not require daily use.

Contributions of side effects to contraceptive discontinuation and method switch among Kenyan women: a prospective cohort study.

OBJECTIVE: To determine the contribution of specific contraceptive side effects to method switch and modern-method discontinuation among Kenyan women. DESIGN: A prospective cohort study. SETTING: Five counties in Western Kenya. PARTICIPANTS: Women aged ≥18 years old and emancipated female minors ≥14 years old using modern, reversible contraception were recruited while attending 10 public health facilities. METHODS: Patient-reported adverse effect symptoms, method switch and discontinuation were reported through weekly text message-based surveys for 24 weeks. MAIN OUTCOME MEASUREMENTS: Prevalence, hazards ratio (HR). RESULTS: Among 825 women, 44% were using implants, 43% injectables, 7% an intrauterine device and 6% oral contraceptive pills at enrolment. Most (61%) women were continuing a method used in the previous month. During the 24-week follow up, incidence of contraceptive switch was 61.3 per 100 person-years (95% confidence interval [CI] 52.4-71.8) and incidence of discontinuation was 38.5 per 100 person-years (95% CI 31.6-47.0). On average, one-quarter (prevalence [Pr] 0.24, 95% CI 0.22-0.26) of participants reported side effects or method problems weekly, with sexual side effects the most prevalent symptom (Pr 0.15, 95% CI 0.13-0.16). Lack of expected bleeding was associated with higher risk of method switch (adjusted hazard ratio [aHR] 2.36, 95% CI 1.22-4.57). Risk of all-modern method discontinuation was higher among women experiencing irregular bleeding (aHR 2.39, 95% CI 1.20-4.77), weight changes (aHR 2.72, 95% CI 1.47-4.68) and sexual side effects (aHR 2.42, 95% CI 1.40-4.20). CONCLUSIONS: Addressing irregular bleeding, weight changes and sexual side effects through development of new products that minimise these specific side effects and anticipatory counseling may reduce method-related discontinuation. TWEETABLE ABSTRACT: Bleeding, weight changes, sexual problems associated with discontinuation of #contraception, but many continue despite side effects.

Return to pregnancy after contraceptive discontinuation to become pregnant: a pooled analysis of West and East African populations.

BACKGROUND: The fear of infertility or delayed return to fertility is a common barrier to contraceptive use in sub-Saharan Africa, particularly among young or nulliparous women. Global evidence on return to pregnancy after method discontinuation suggests these fears may be misplaced; yet the topic has not been widely studied in sub-Saharan Africa nor by age and parity group. METHODS: Reproductive calendar data from recent Demographic and Health Surveys of 15 sub-Saharan African countries were used to analyze time-to-pregnancy following discontinuation of a contraceptive method with the reason to become pregnant. The probability of pregnancy at 12 months was estimated using single-decrement life tables run by type of method discontinued, age and parity. Results are presented by region: francophone West Africa, anglophone West Africa and East Africa. RESULTS: The 12-month probability of pregnancy after discontinuation of contraception to become pregnant was 73.0% in francophone West Africa, 78.8% in anglophone West Africa, and 82.0% in East Africa. Our results showed significant regional differences in return to pregnancy by 12 months, with probabilities in francophone West Africa being significantly lower than in anglophone West Africa or East Africa. A lower return to pregnancy by 12 months was seen among women ages 35-49 years and was lowest after discontinuation of a hormonal method for all age groups. Differences by parity group were only evident after discontinuation of hormonal methods in francophone West Africa. CONCLUSIONS: Sustainable gains in increasing contraceptive uptake, especially among youth, may be difficult to achieve without information and counseling that address concerns about infertility and potential delays in return to pregnancy following use of hormonal methods.

The fear of infertility or delayed return to fertility is a common barrier to contraceptive use in sub-Saharan Africa, particularly among young or childless women. Global evidence on the time it takes to become pregnant after the discontinuation of a contraceptive method suggests these fears may be misplaced; yet the topic has not been widely studied in sub-Saharan Africa. Data from recent Demographic and Health Surveys of 15 sub-Saharan African countries were used to analyze the time it takes to become pregnant after discontinuation of a contraceptive method with the reason to become pregnant. The probability of becoming pregnant by 12 months was estimated using a life table approach. Results were compared by type of method discontinued, age and whether women had any children, in three regions of sub-Saharan Africa. Our findings show that the 12-month probability of pregnancy after discontinuation of contraception to become pregnant was 73.0% in francophone West Africa, 78.8% in anglophone West Africa, and 82.0% in East Africa. A lower return to pregnancy by 12 months was seen among women ages 35­49 years and was lowest after discontinuation of a hormonal method for all age groups. Differences by whether women had any children were only evident after discontinuation of hormonal methods in francophone West Africa. The findings indicate that sustainable gains in increasing contraceptive uptake, especially among youth, may be difficult to achieve without information and counseling that address concerns about infertility and potential delays in return to pregnancy following use of hormonal methods.

Dynamics of Emergency Contraceptive Use in Accra, Ghana.

Recent data suggest increasing rates of emergency contraception (EC) use in Ghana, particularly in urban areas. In 2018, we collected survey data from 3,703 sexually experienced women aged 16-44 years living in low-income settlements of Accra. We estimated the prevalence of lifetime and current EC use. Multivariate logistic regression was used to assess factors associated with current use of EC. Retrospective monthly calendar data on contraceptive use were analyzed to identify patterns of EC use, including repeat and continuous use, and uptake of other contraceptive methods in the months following EC use. Nearly 15 percent of women had ever used EC. About half of recent EC users (52 percent) used EC for at least four months cumulatively within a 12-month window. There was no evidence of adoption of other modern methods in the months after using EC. Our results suggest that EC is a common method for pregnancy prevention in Accra, particularly among young, unmarried, highly educated women. Counseling on effective EC use and strategies that promote equitable access should be prioritized.

A qualitative exploration of contraceptive use and discontinuation among women with an unmet need for modern contraception in Kenya.

BACKGROUND: Addressing the unmet need for modern contraception underpins the goal of all family planning and contraception programs. Contraceptive discontinuation among those in need of a method hinders the attainment of the fertility desires of women, which may result in unintended pregnancies. This paper presents experiences of contraceptive use, reasons for discontinuation, and future intentions to use modern contraceptives. METHODS: Qualitative data were collected in two rural counties in Kenya in 2019 from women with unmet need for contraception who were former modern contraceptive users. Additional data was collected from male partners of some of the women interviewed. In-depth interviews and focus group discussions explored previous experience with contraceptive use, reasons for discontinuation, and future intentionality to use. Following data collection, digitally recorded data were transcribed verbatim, translated, and coded using thematic analysis through an inductive approach. RESULTS: Use of modern contraception to prevent pregnancy and plan for family size was a strong motivator for uptake of contraceptives. The contraceptive methods used were mainly sourced from public health facilities though adolescents got them from the private sector. Reasons for discontinued use included side effects, method failure, peer influence, gender-based violence due to covert use of contraceptives, and failure within the health system. Five reasons were provided for those not willing to use in the future: fear of side effects, cost of contraceptive services, family conflicts over the use of modern contraceptives, reduced need, and a shift to traditional methods. CONCLUSION: This study expands the literature by examining reasons for contraceptive discontinuation and future intentionality to use among women in need of contraception. The results underscore the need for family planning interventions that incorporate quality of care in service provision to address contraceptive discontinuation. Engaging men and other social influencers in family planning programs and services will help garner support for contraception, rather than focusing exclusively on women. The results of this study can inform implementation of family planning programs in Kenya and beyond to ensure they address the concerns of former modern contraception users.

Contraceptive discontinuation and switching in urban Istanbul region in Turkey.

OBJECTIVE: To evaluate rates of contraceptive discontinuation and method switching and examine their determinants in Istanbul, Turkey, because discontinuation of modern contraception leading to unintended pregnancy is a public health concern. METHODS: We conducted a cross-sectional household survey between March and June 2018 among 4224 married women of reproductive age (16-44 years). Information on contraceptive use and discontinuation for the 31 months preceding the survey was recorded in a monthly calendar. Using single and multiple decrement life-table methods, we calculated the overall discontinuation and the cause-specific discontinuation rates. RESULTS: The 12-month overall discontinuation rate was 12.32%. Intrauterine devices had the lowest discontinuation rate (7.12%). The most common reasons for discontinuation were the desire to become pregnant (6.56%) and method failure (2.76%). One in three episodes of discontinuation was not followed by method switching (32.16%). Age, education, and the method type were predictive of contraceptive discontinuation. CONCLUSION: To reduce method failure, women should be provided with information about method effectiveness, correct use of methods, and what to do if they anticipate their method failed (e.g., emergency contraception). Programs should focus on improving knowledge about discontinuation and method failure. Contraceptive counseling should also emphasize timely switching to an effective method after discontinuation.

Short-acting hormonal contraceptive continuation among low-income postpartum women in Texas.

OBJECTIVE: The objective was to assess continuation of the pill, patch, ring or injectable (i.e., short-acting hormonal contraception); characteristics associated with discontinuation; and subsequent method use among low-income postpartum women in Texas. STUDY DESIGN: Using a 24-month cohort study of 1700 women who delivered in eight Texas hospitals and were uninsured or publicly insured at the time of delivery, we focused on 456 women who used short-acting hormonal contraception within 6 months after delivery. We classified this sample according to characteristics and method preference, and estimated rates of discontinuation and associated predictors using life tables and Cox models. We assessed reasons for discontinuation and subsequent contraceptive use among those who discontinued. RESULTS: Roughly half used the pill and half used the injectable. One hundred seventy-eight (39%) expressed a baseline preference for the method they used, 162 (36%) preferred a long-acting reversible contraception method, and 41 (9%) preferred sterilization. After 1 year, 72% had discontinued [95% confidence interval (CI) 67.1-75.7]. Foreign-born Hispanic women were less likely to discontinue than U.S.-born Hispanics [adjusted hazard ratio (aHR), 0.65; 95% CI 0.50-0.84]. Those who wanted a more effective method (aHR, 1.44; 95% CI 1.12-1.85) and those who lost insurance coverage (aHR, 1.47; 95% CI 1.12-1.92) were more likely to discontinue. The most common reasons for discontinuation were side effects and access/cost. Of those who discontinued, 243 (68%) switched to a less effective or no method. Only 47 (13%) switched to their preferred method. CONCLUSIONS: Short-acting hormonal contraceptive discontinuation is high in this population. Many switch to less effective methods after discontinuation despite preferring methods at least as effective as the pill, patch, ring or injectable. IMPLICATIONS: Expanding contraceptive coverage in the 2 years after delivery should be a state and federal policy priority. In clinics, providers should discuss contraceptive preferences throughout pregnancy and the interpregnancy interval.

Share of current unmet need for modern contraceptive methods attributed to past users of these methods in India.

Despite persistent efforts, unmet need for contraceptives in India has declined only slightly from 14% to 13% between 2005-06 and 2015-16. Many women using a family planning method discontinue it without switching to another method and continue to have unmet need. This study quantified the share of current unmet need for modern contraceptive methods attributed to past users of these methods in India. Data were drawn from two rounds of the National Family Health Survey conducted in 2005-06 and 2015-16. Using information on women with current unmet need, and whether they used any modern method in the past, the share of past users with current unmet need for modern methods was calculated. Bivariate and multivariate analyses were performed. Among 46 million women with unmet need, 11 million were past users of modern methods in 2015-16. The share of current unmet need attributed to past users of modern contraceptive methods declined from 27% in 2005-06 to 24% in 2015-16. Share of current unmet need attributed to past users was associated with reversible method use. This share rose with increased use of modern reversible methods. With the Indian family planning programme's focus on increasing modern reversible method use, the share of unmet need attributed to past users of modern methods is likely to increase in the future. The programme's emphasis on continuation of contraceptive use, along with bringing in new users, could be one of the key strategies for India to achieve the FP2020 goals.

Contraceptive discontinuation and its relation to emergency contraception use among undergraduate women in Brazil.

OBJECTIVE: This paper examines the factors related to emergency contraception (EC) use in the context of contraceptive discontinuation among undergraduate women in Brazil. STUDY DESIGN: This a retrospective cohort study conducted among a probability sample of 1679 undergraduate women in Sao Paulo, Brazil. Data were collected online using a contraceptive calendar. We examined factors related to EC use following contraceptive discontinuation for method-related reasons and contraceptive abandonment. We also analyzed factors related to EC use following inconsistent use of contraception. Analyses were conducted using Pearson's Chi-square tests and logistic regression. RESULTS: More than half (54.6%) of young women reported lifetime EC use and 16.5% had used EC in the 12-months prior to the survey. Last use of EC was mostly related to inconsistent or incorrect use of regular contraception (90.6%). Three quarters of women (76.2%) who discontinued contraception and were at risk of becoming pregnant did not use EC following discontinuation, and only 10.5% used EC after stopping contraception altogether. Women who were younger, who self-identified as Evangelicals, who reported more than four lifetime sexual partners, and who had no pregnancy history had higher odds of using EC following discontinuation for method-related reasons. CONCLUSION: We conclude that most undergraduate students in São Paulo Brazil do not use EC when needed, such as contraceptive discontinuation, potentially reflecting a lack of pregnancy risk recognition.

Contraceptive discontinuation: frequency and associated factors among undergraduate women in Brazil.

BACKGROUND: In Brazil, high contraceptive prevalence rates coexist with high rates of unintended pregnancies. Contraceptive discontinuation may explain this context, but few studies have focused on highly educated young women in countries with low unmet need for modern contraception. This paper explores frequency and associated factors of contraceptive discontinuation among undergraduate students in Brazil within 12-months. METHODS: This retrospective cohort study was conducted among a probability sample of 1679 undergraduates of São Paulo University. Data were collected online using a contraceptive calendar. We examined factors related to monthly discontinuation of oral pills and male condoms using Generalized Estimating Equation models. RESULTS: Altogether, 19% of oral pill users and 48% of male condom users discontinued their method for method-related reasons within 12-months, and 18% of oral pill users and 15% of male condom users abandoned/or switched to less effective methods. Women in casual relationships were at increased odds of oral pill (OR = 1.4 [1.1-1.8]) and male condom discontinuation (OR = 1.3 [1.0-1.7]), and at increased odds of switching from oral pill to less effective or no method (OR = 1.4 [1.1-1.7]). Other associated factors were method specific. Women from lower socioeconomic status or who had multiple lifetime partners were more likely to discontinue or abandon the oral pill, while more sexually experienced women were less likely to discontinue the male condom. CONCLUSION: Frequent method discontinuation in Brazil calls for greater attention to the difficulties women face when using short acting methods. Discontinuation was associated with type of partner and sexual experience highlighting the changing contraceptive needs of women at the early stages of their professional careers.

Application of behavioral economics principles to reduce injectable contraceptive discontinuation in rural Ethiopia: A stratified-pair, cluster-randomized field trial.

Background: Contraceptive prevalence in Ethiopia jumped from 6% in 2000 to 36% in 2016, mainly due to increased injectable method use. However, discontinuation rates among injectable users were high (38%). Given that the public sector is the major source for injectable contraceptives, John Snow Inc. (JSI) in collaboration with ideas42 worked with Ethiopia's flagship Health Extension Program to apply behavioral design to mitigate discontinuation of injectable contraceptives. Methods: We applied behavioral economics insights to mitigate the discontinuation of injectable contraceptives. This process created an intervention package, consisting of a health worker planning calendar, a client counseling job aid, and client appointment cards. A stratified-pair cluster-randomized field trial tested the effectiveness of the intervention. The study area included two districts from the four regions where JSI was implementing a family planning program. One district from each region was randomly allocated to the intervention arm. Women visiting health posts to use injectable contraceptives were enrolled in the study. Regression methods, adjusted for study design, participants' backgrounds, and contextual factors, estimated the intervention's effect on discontinuation rates. Results: A behavioral design methodology was feasibly implemented in a rural, low-resource setting in Ethiopia. The resultant intervention package was successfully delivered in 19 satellite health posts in four districts. Intervention adherence was high for the appointment cards and counseling job aid, but not for the planning calendar. The injectable discontinuation rate was 10.8 % (95% confidence interval: 2.2, 19.3) points lower in the intervention area compared to the control area during the post-intervention follow-up survey. Conclusion: The use of two tools informed by behavioral economics -the appointment card and counseling job aid-effectively decreased injectable discontinuation even with the presence of other health system bottlenecks. Behavioral economics insights and the behavioral design methodology have the potential to enhance family planning programs in Ethiopia and elsewhere.

Measures of family planning service quality associated with contraceptive discontinuation: an analysis of Measurement, Learning & Evaluation (MLE) project data from urban Kenya.

Introduction: Several measures to assess family planning service quality (FPQ) exist, yet there is limited evidence on their association with contraceptive discontinuation. Using data from the Measurement, Learning & Evaluation (MLE) Project, this study investigates the association between FPQ and discontinuation-while-in-need in five cities in Kenya. Two measures of FPQ are examined - the Method Information Index (MII) and a comprehensive service delivery point (SDP) assessment rooted in the Bruce Framework for FPQ. Methods: Three models were constructed: two to assess MII reported in household interviews (as an ordinal and binary variable) among 1,033 FP users, and one for facility-level quality domains among 938 FP users who could be linked to a facility type included in the SDP assessment. Cox proportional hazards ratios were estimated where the event of interest was discontinuation-while-in-need. Facility-level FPQ domains were identified using exploratory factor analysis (EFA) using SDP assessment data from 124 facilities. Results: A woman's likelihood of discontinuation-while-in-need was approximately halved whether she was informed of one aspect of MII (HR: 0.45, p < 0.05), or all three (HR: 0.51, p < 0.01) versus receiving no information, when MII was assessed as an ordinal variable. Six facility-level quality domains were identified in EFA. Higher scores in information exchange, privacy, autonomy & dignity and technical competence were associated with a reduced risk of discontinuation-while-in-need (p < 0.05). Facility-level MII was correlated with overall facility quality (R= 0.3197, p < 0.05). Conclusions: The MII has potential as an actionable metric for FPQ monitoring at the health facility level. Furthermore, family planning facilities and programs should emphasize information provision and client-centered approaches to care alongside technical competence in the provision of FP care.