Trends in Modern Contraceptive Use among Young Adult Women in sub-Saharan Africa 1990 to 2014

Exploring the drivers of unmet need for contraception among adolescents and young women in Sierra Leone. a cross-sectional study

BACKGROUND

Sierra Leone grapples with a concerning reality: a high unmet need for contraception among adolescents and young women (AYW). This translates to a multitude of unintended pregnancies, jeopardising their health, education, and overall life trajectory. To effectively address this challenge, we aim to examine the factors associated with the unmet need for contraception among AYW in Sierra Leone.

METHODS

The study analysed the 2019 Sierra Leone Demographic and Health Survey data. A total of 1,796 married and cohabiting AYW aged 15 to 24 years, representing the nationally representative sample, comprised the study. A multivariable binary regression analysis was used to explore the drivers of unmet needs for contraception. The regression results were presented using an adjusted odds ratio (AOR) with 95% confidence intervals (CI).

RESULTS

The study found that 29% of Sierra Leonean AYW had an unmet need for contraception. AYW with three or more births(AOR = 6.80, 95% CI = 3.97, 11.65), two births (AOR = 4.11, 95% CI = 2.50, 6.76), one birth (AOR = 4.40, 95% CI = 2.81, 6.88), heard family planning on TV last few months (AOR = 1.94, 95% CI = 0.98, 3.83), and are cohabiting (AOR = 1.88, 95% CI = 1.29, 2.75) had higher odds of unmet need for contraception. AYW who read the newspaper or magazine at least once a week (AOR = 0.11, 95% CI = 0.01, 1.10) had lower odds of unmet need for contraception.

CONCLUSIONS

The study found a high unmet need among AYW in Sierra Leone, which indicates a significant gap between desired and actual contraceptive use, leading to unintended pregnancies and potentially adverse health and socio-economic consequences. Parity, media exposure and cohabitation were associated with a higher unmet need for contraception and newspaper/magazine readership was associated with a lower unmet need for contraception. The study highlights the need to increase access to affordable and diverse contraceptive options, especially in rural areas. Expand educational campaigns beyond TV to include print media and community-based interventions. Provide AYWs with knowledge and authority to make well-informed decisions around their sexual and reproductive well-being.

Child Fostering and Family Size Preferences in Uganda

Mothers who exceed their ideal family size (IFS) may find themselves caring for more children than desired. In the absence of reliable and desirable prenatal controls of family size, mothers may foster-out children to reduce burdens of childrearing, particularly in contexts where fostering is common. Using six rounds of Demographic and Health Surveys collected in Uganda between 1988 and 2016, I explore the relationship between exceeding IFS and child out-fostering, proposing that fostering-out may serve to manage excess fertility and that this relationship may change as actual and desired fertility declines. Models are run separately for mothers and children aged 0-17 to explore mothers' overall out-fostering behavior versus out-fostering strategies for children. Results at the mother level suggest a strong positive relationship between exceeding IFS and out-fostering that remains relatively stable over time, but results at the child level indicate children's age explains the relationship between mothers' exceeding IFS and being fostered-out, demonstrating the nuances of how family size preferences might impact family life in practice. Though mothers report a desire for smaller families over time, childbearing and childrearing behaviors, including high fertility and child out-fostering, remain consistent over the course of Uganda's fertility transition, signifying the central role out-fostering plays in Ugandan families.

Prevalence and factors associated with contraceptive use among sexually active adolescent girls in 25 sub-Saharan African countries

INTRODUCTION

Various countries in sub-Saharan Africa have taken divergent steps toward achieving the Sustainable Development Goal's target of universal access to sexual and reproductive health-care services by 2030, particularly among sexually active adolescent girls who are at risk of unplanned pregnancies and sexually transmitted infections. However, because contraceptive use among sexually active adolescents remains unexplored in sub-Saharan Africa, the researchers intended to examine the prevalence and factors associated with contraceptive use among adolescent girls who had been sexually active in the previous four weeks.

MATERIALS AND METHODS

Cross-sectional data from the most recent demographic and health surveys of 25 sub-Saharan African countries on 16,442 sexually active adolescent girls were analyzed. In the analyses, descriptive statistics and multivariate binary logistic regression were used. Analyses were statistically significant at p<0.05.

RESULTS

The overall prevalence of contraceptive use was 25.4%. Chad had the lowest prevalence (4%), while Namibia had the highest (60.5%). Over 90% of the countries studied had less than 50% contraceptive use among sexually active adolescent girls. Adolescent girls withhigher education were eight times more likely than those with no formal education to use contraception (aOR = 7.97, 95% Cl = 6.26-9.45). When compared to single adolescent girls, married adolescent girls were 66% less likely to use contraceptives (aOR = 0.34, 95% Cl = 0.31-0.36). Adolescent girls with two or more children were seven times more likely than those without a child to use contraceptives (aOR = 6.91, 95% Cl = 5.58-8.56).

CONCLUSION

It is established that there exists a low prevalence of contraceptive use among adolescent girls in sub-Saharan Africa. As countries in the sub-region strive for universal access to reproductive health services, it is critical for the governments and civil societies in countries with low contraceptive use to strengthen mass education on the use of contraception among sexually active adolescents, with special emphasis on the less educated, married, and adolescent girls from poor households.

Patterns and correlates of intention to use contraceptives among fecund sexually active women in developing countries

BACKGROUND

Understanding 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.

OBJECTIVES

This study examines the patterns and determinants of contraception intention of fecund sexually active women.

METHODS

The 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.

RESULTS

A 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.

CONCLUSIONS

The 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.

Contraceptive use by number of living children in Ghana: Evidence from the 2017 maternal health survey

BACKGROUND

There is a significant literature describing the link between parity and contraceptive use. However, there is limited knowledge about the disaggregation by parity of the type of contraceptives. In this study, we describe the use of contraceptives by parity among women of reproductive age in Ghana, focusing on use of highly effective methods (injection, pill, intrauterine device, implant, and sterilization).

METHODS

Using the 2017 Ghana Maternal Health Survey, a nationally-representative cross-sectional household survey, we describe contraceptive method use by number of living children among sexually active women of reproductive age. We then estimated predictors of use of highly effective contraception in a multilevel logistic regression model.

RESULTS

Most women in this survey are not using any method of contraception, although this varies by whether or not they have begun childbearing. Contraceptive method use varies by number of living children. Before having children, natural (periodic abstinence and withdrawal) and episodic (condoms) methods dominate. Once a woman has one living child, method preference changes to injectables and implants. Factors associated with using a highly effective method of contraception are: having >3 children, being in a relationship, having had an abortion, being younger than age 30, and having had sexual intercourse within days of answering the survey (p < .001 for all).

CONCLUSION

In this analysis, the number of living children a woman has, her age, and timing of last intercourse are the most significant predictors of using a highly effective method of contraception. However, the majority of participants in this study report not using any method of contraception to avoid unwanted pregnancies. Future research that attempts to unpack the disconnect between not wanting to become pregnant and not using contraception is warranted.

La pratique contraceptive moderne chez les adolescentes au Bénin: Tendances, déterminants et perspectives / Modern contraceptive use among adolescents in Benin: trends, determinants and prospects

RésuméLa pratique contraceptive moderne augmente lentement parmi les jeunes générations au Bénin. La présente étude analyse les tendances, les déterminants du recours aux contraceptifs et leurs mécanismes d'actions chez les adolescentes. Les approches socio-écologique et intersectionnelle ont été adoptées, avec une méthode d'étude mixte portant sur les adolescentes de 15 à 19 ans sexuellement actives et non enceintes. Le volet quantitatif recourt aux données des cinq enquêtes démographiques et de santé du Bénin entre 1996 et 2017-18, avec une analyse descriptive et une régression logistique binaire pas à pas. Les données qualitatives collectées par des observations, discussions de groupe et entretiens individuels auprès de différents acteurs nationaux, ont fait l'objet d'analyse de contenu. Les résultats révèlent une prévalence contraceptive moderne basse, passant de 4,6% en 1996 à 13,3% en 2017-18, avec le préservatif comme principale méthode utilisée (8,2%). En 2017-18, la probabilité d'utiliser les contraceptifs était plus élevée chez les adolescentes des ménages riches (OR = 2,3), les scolarisées (OR = 2,3), les célibataires (OR = 2,1), celles fréquentant les services de planification familiale (PF) (OR = 1,8), connaissant le cycle menstruel (OR = 1,6), et économiquement actives (OR = 1,5). Cependant, être Yoruba réduit les chances d'utiliser les contraceptifs (OR = 0,5). Les données qualitatives confirment ces résultats et les complètent en mettant en avant l'effet du cadre juridique favorable à la pratique contraceptive, la stigmatisation sociale des utilisatrices, et les infox véhiculées en communauté. Nous recommandons des efforts pour le maintien des filles à l'école, la généralisation des services de PF pour les adolescents, la communication communautaire, et la subvention des contraceptifs.

Factors contributing to changes in contraceptive use among adolescent girls in Zambia: a decomposition analysis

Despite its documented benefits, contraceptive use among adolescents remains low, particularly in low-and middle-income countries. This study aimed to decompose the main factors contributing to the changes in contraceptive use among adolescent girls in Zambia over the period 1996 to 2014. Data on adolescent girls aged 15-19 years from Zambia Demographic and Health Survey data were analysed using multivariate decomposition analysis of change. Stata 15/MP (Stata-Corp LLC) was used for analysis, at a 95% confidence level. A P-value of 0.05 was used to determine statistical significance. The sample included 9,072 adolescent girls. Contraceptive use increased by 3% from 7.6% in 1996 to 10.6% in 2013/14. Change in modern contraceptive use among adolescents was mainly due to differences in coefficients (changes in population behaviour). Increases in age contributed to the change in contraceptive use, resulting in 2.94 and 9.33% increases for 17- and 18-year-olds respectively. Marriage or living with a partner contributed the largest change (44%) while living in a rural area accounted for approximately 20%. Interventions targeting improving contraceptive use in adolescents should be responsive to the needs of various age groups, places of residence, and educational levels for maximum benefits.

Perceived ideal number of children among adolescent girls in sub-Saharan Africa: does exposure to family planning messages matter?

BACKGROUND

Even though evidence shows that fertility transition has begun almost everywhere in sub-Saharan Africa (SSA), the decline has been slower than in other parts of the world. Research shows that there is a positive relationship between fertility levels and fertility preference. Therefore, many countries in the region are implementing family planning education campaigns targeting at influencing reproductive behavior of women. Thus, this study aimed to examine the extent to which exposure to family planning communication influences fertility preferences of adolescent girls in SSA.

METHODS

This study used data extracted from the most recent Demographic and Health Survey datasets for 28 countries in SSA. Analyses were conducted on a pooled sample of 87,950 female adolescents' aged 15-19 years who were captured in respective country's survey. Multivariable binary logistic regression model was fitted in Stata version 17 software to examine the association between exposure to family planning communication and fertility preference among adolescent girls in SSA.

RESULTS

The average fertility preference among adolescent girls in SSA was 4.6 children (95% CI: 4.5, 4.7). Findings show that regardless of the country, adolescents who had exposure to family planning messages [aOR = 0.76, 95% CI = 0.72-0.80] were less likely to prefer 4 or more children. On average, fertility preference among adolescents who had exposure to family planning communication was (3.8 children compared to 4.5 children; p < 0.001) among those with no exposure. Furthermore, results show that married adolescents in SSA who had exposure to family planning message had a higher average preferred family size compared to those who were not married (4.8 versus 3.8; p < 0.001).

CONCLUSION

Exposure to family planning communication has shown the potential to influence adolescents' fertility preference in sub-Saharan Africa. Adolescents with exposure to family planning messages preferred a small family size. Therefore, there is a need to scale-up family planning education programmes in order to reduce fertility further in SSA.

Magnitude of unmet need for family planning and associated factors among women in the extended postpartum period in Dabat district, Northwest Ethiopia. evidence from Dabat demographic health surveys

BACKGROUND

Due to additional roles and emotional changes that occur during postpartum period, women use contraceptives differs from other times in their life. However, there is limited information about the unmet need for family planning (FP) among women in the extended postpartum period in the study area. Therefore, this study aimed to assess magnitude of unmet need for family planning and associated factors among women in the extended postpartum period in Dabat district, Northwest Ethiopia.

METHODS

A secondary data analysis was performed using the Dabat Demographic and Health Survey 2021. A total sample of 634 women during the extended postpartum period was included in this study. Stata version 14 statistical software was used for data analysis. Descriptive statistics were described using frequencies, percentages, mean, and standard deviation. Multicollinearity was tested using the variance inflation factor (VIF) and we computed Hosmer and Lemeshow goodness of fit. Both bivariable and multivariable logistic regression analyses were carried out to determine the association between independent variables and outcome variable. Statistical significance was declared at a p-value ≤ 0.05 with a corresponding 95% confidence interval.

RESULTS

The overall unmet need for FP during the extended postpartum women was 42.43% (95% CI: 38.62, 46.33), of which 33.44% was unmet need for spacing. Place of residence (AOR = 2.63, 95%CI: 1.61, 4.33), place of delivery (AOR = 2.09, 95%CI: 1.35, 3.24), and availability of radio and or TV (AOR = 1.58, 95% CI: 1.22, 2.13) were significantly associated with unmet need for family planning.

CONCLUSION

The magnitude of unmet need for family planning among women during the extended postpartum period in the study area was high when compared to the national average and the United Nations sphere standard of unmet need for family planning. Place of residence, place of delivery, and availability of radio and or TV were significantly associated with unmet need for family planning. Hence, the concerned bodies are recommended to promote intuitional delivery and give spatial attention to those who are residing in rural areas and to those who have had no media exposure in order to reduce the unmet need for family planning among postpartum women.

Spatial variations and multi-level determinants of modern contraceptive utilization among young women (15-24 years) in Ethiopia: spatial and multi-level analysis of mini-EDHS 2019

INTRODUCTION

There is tremendous regional inequalities and low uptake of modern contraceptives particularly among young women (15-24 years), characterized by high fertility but high unmet need for contraceptives in Ethiopia. Hence, the present study aimed at exploring the spatial distribution and the multi-level determinants of modern contraceptive use among young women in Ethiopia.

METHODS

This study was conducted using the 2019 Ethiopian demographic and health survey data on a weighted sample of 3,379 young women. STATA version 14 for the multi-level, and ArcGIS 10.7 and Sat Scan 9.6 for the spatial analysis were used. Spatial analysis was done to identify the hotspot areas of modern contraceptive use in Ethiopia. Multi-variable multi-level logistic regression was used for identifying determinants of modern contraceptive use and variables with a p-value < 0.05 were considered to be significant determinants.

RESULT

The overall prevalence of modern contraceptive use among young women in Ethiopia was 17.23% (95% CI: 10.98, 23.47). The hotspots areas for modern contraceptive use were detected in the central and south-western Amhara, western and central Oromia, and western SNNPR regions. Whereas the Somali region, Dire dawa, and Harari cities were cold spot areas for modern contraceptive use. Being married (AOR = 18.5; 95% CI: 12.66, 27.27), parity (AOR = 4.82; 95% CI: 1.27, 18.32), having television (AOR = 2.39; 95%CI: 1.43, 3.99), having radio (AOR = 1.43; 95%CI: 1.05, 1.94) had higher odds of using modern contraceptives compared to their counterparts. Besides, family size of above five (AOR = 0.46; 95% CI: 0.34, 0.62) and living in Somali region (AOR = 0.05; 95% CI: 0.01, 0.32) were associated with decreased odds of using modern contraceptives among young women in Ethiopia.

CONCLUSION

The modern contraceptive use was low among young women and considerably varied across regions in Ethiopia. A remarkably low rate of modern contraceptive use (cold spot) area was detected in Somali region-Ethiopia. Taking in to account a geographic perspective and key factors identified in this study would be vital for efficient resource allocation, targeted interventions, and informed decision-making to enhance contraceptive uptake in Ethiopia.

Intention to use contraceptives and its correlates among reproductive age women in selected high fertility sub-saharan Africa countries: a multilevel mixed effects analysis

BACKGROUND

Intention to use contraceptive methods has an overriding importance to better visualize the women's future needs and more likely to translate it to actual behavior. It is therefore important to identify the motivating correlates such as education, women empowerment, as well as deterring factors like fear of side effects, infertility after contraceptive use, lack of knowledge regarding family planning methods among married women in countries with high fertility rates in sub-Saharan Africa. This helps to control family size, unintended pregnancies, and poor health outcomes for infants and mothers.

METHODS

A secondary data analysis was performed using the recent Demographic and Health Surveys. A total weighted sample of 178,875 reproductive age women was included in this study. A multilevel mixed-effect binary logistic regression model was fitted. The odds ratios along with the 95% confidence interval were generated to identify the correlates of the intention to use contraceptives. A p-value less than 0.05 was declared as statistical significance.

RESULTS

Overall, the intention to use contraception was 37.66% (95% CI, 37.44, 37.88). Whereas, the proportion of women who intend to use contraception was 59.20%, 53.30%, 42.32%, 37.88%, 37.63%, 35.25%, 31.32%, 20.64%, 20.30% in Burkina Faso, Burundi, Niger, Mali, DR. Congo, Nigeria, Angola, Gambia, and Chad respectively. Age; 15-24 (AOR = 3.72, 95% CI, 3.58, 3.86) and 25 - 24 years (AOR = 2.81, 95% CI, 2.74, 2.89), education of women; primary (AOR = 1.16, 95% CI, 1.13, 1.20), and secondary (AOR = 1.32, 95% CI, 1.27, 1.37), wealth index; middle (AOR = 1.15, 95% CI, 1.12, 1.18), rich (AOR = 1.28, 95% CI, 1.24, 1.32), number of living children 1-2 (AOR = 1.42, 95% CI, 1.37, 1.48), 3 or more (AOR = 1.77, 95% CI, 1.69, 1.85), age at cohabitation ≥ 18years (AOR = 1.37, 95% CI, 1.33, 1.40), heard family planning messages in the media (AOR = 1.47, 95% CI, 1.43, 1.50), history of ever terminated pregnancy (AOR = 1.13, 95% CI, 1.09, 1.17) and perceived distance to the health facility as not big problem (AOR = 1.16, 95% CI, 1.13, 1.19) were the correlates of intention to use contraceptives.

CONCLUSION

The finding of the current study demonstrates that the intention of contraceptive use among reproductive age women in high fertility countries in SSA was relatively low as compared to previous studies. Thus, each national authority, especially in Chad and Gambia would be keen to know the level of contraceptive use intentions for their respective region, the drivers of contraceptive use intention and to map priorities for behavioral change. Any intervention strategy that promotes intention of contraceptive use should consider these factors for better success. Future researchers interested in the area should also address qualitative variables like socio-cultural factors, which might have an effect on intention of contraceptive use.

Reason and Associated Factors for Nonuse of Contraceptives Among Ethiopian Rural Married Women: A Multilevel Mixed Effect Analysis

Introduction

Contraception has a clear impact on the health of women and families in developing countries. This study aims to identify multilevel determinants of nonuse of modern contraceptives among Ethiopian rural married women in their productive age group.

Method

The study relied on data from the 2016 Ethiopian Demographic and Health Surveys. A multilevel logistic regression model was used for analysis.

Result

In rural areas, nonuse of modern contraceptives is surprising high (81.7%), primarily due to fear of side effects (12.89%) and breastfeeding (8.2%). Among women aged 35 to 49 years (adjusted odds ratio [AOR] = 0.66; 95% confidence interval [CI]: 0.540.81), husbands with secondary and above education levels (AOR = 0.83; 95% CI: 0.7-1), those in the high wealth index (AOR = 0.61; 95% CI: 0.51-0.72), and those who have had 1 to 2 children in the past 5 years (AOR  =  0.28; 95% CI: 0.24-0.33), there was a lower chance of not using contraception. Muslims are less likely to want to use modern contraceptives (AOR = 1.2; 95% CI: 0.96-1.4). Women living in Afar (AOR  =  20.9; 95% CI: 9.6-44.7), Oromia (AOR =  1.5; 95% CI: 1.01-2.3), Somali (AOR = 71.1; 95% CI: 24.1-209.2), Gambela (AOR = 2.3; 95% CI: 1.4-3.9), Harari (AOR  =  4.4; 95% CI: 2.24-8.72), and Dire Dawa (AOR = 3.2; 95% CI: 1.5-6.9), regional states, were less likely to want to use modern contraceptives as compared to those in Tigray.

Conclusion

Family planning interventions should target younger women, women living in rural areas, the poor, and Muslim women. In order to maximize the effectiveness of family planning promotion policies, it's important to address the reasons for nonuse of contraceptives identified in each region and contextual differences regarding women of reproductive age.

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

BACKGROUND

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

METHODS

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

RESULTS

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

CONCLUSION

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

Longitudinal examination of young married women's fertility and family planning intentions and how they relate to subsequent family planning use in Bihar and Uttar Pradesh India

OBJECTIVES

This study examines which fertility and family planning (FP) intentions are related to subsequent FP use in a sample of young, married women in India.

DESIGN

We use 3-year longitudinal data from married women ages 15-19 in 2015-2016 (wave 1) who are not using contraception to examine factors associated with any use of FP in 2018-2019 (wave 2).

SETTING

Data were collected in the states of Bihar and Uttar Pradesh, India.

PARTICIPANTS

A representative sample of 4893 young married women ages 15-19 was surveyed in 2015-2016 and 4000 of them were found and interviewed 3 years later. This analysis focused on the 3614 young women who were not using FP at wave 1.

PRIMARY OUTCOMES

This study examines FP use at wave 2 as the main outcome variable.

RESULTS

Multivariate analyses demonstrated that young women who wanted to delay childbearing three or more years or who did not want any(more) children at wave 1 were more likely to use contraception at wave 2. Additionally, intention to use FP in the next 12 months at wave 1 was significantly associated with FP use at wave 2 whereas unmet need at wave 1 was not significantly related to subsequent use. A combined measure of fertility desires and intention to use FP demonstrated the importance of both measures on subsequent use. Having any children and being pregnant at wave 1 were both related to FP use at wave 2.

CONCLUSIONS

It is important to reach young, married women prior to a first pregnancy with nuanced messages addressing their fertility and FP intentions. Programmes targeting women at antenatal and postpartum visits are important for young women to help support them to use FP to address their desires to delay or limit future childbearing for the health and well-being of themselves and their children.

Individual and Community-Level Factors Associated With Intention to Use Contraceptives Among Reproductive Age Women in Sub-Saharan Africa

Objectives: The present study identifies factors that affect intention to use contraceptives among married women in countries in sub-Saharan Africa.

Methods: Secondary data analysis was conducted using Demographic and Health Surveys. A total of 334386 weighted sample women who were fecund were included in the analysis. Multi-level mixed-effect logistic regression analysis was fitted to identify individual and community level factors associated with intention to use contraceptives.

Results: The prevalence of intention to use contraceptives was 45.76%. Age, educational status, and wealth quintile were factors affecting the intention to use contraceptives.

Conclusion: Several individual and community level factors were associated with the intention to use contraceptives in SSA. Therefore, governmental and non-governmental organizations should consider these factors when implementing strategies.

Impacts of multisectoral cash plus programs after four years in an urban informal settlement: Adolescent Girls Initiative-Kenya (AGI-K) randomized trial

Background

The vast majority of adolescent births occur in low- and middle-income countries and are associated with negative outcomes for both the mother and her child. A multitude of risk factors may explain why few programs have been successful in delaying childbearing and suggest that multisectoral interventions may be necessary. This study examines the longer-term impact of a two-year (2015–17) multisectoral program on early sexual debut and fertility in an urban informal settlement in Kenya.

Methods

The study used a randomized trial design, longitudinally following 2,075 girls 11–14 years old in 2015 until 2019. The interventions included community dialogues on unequal gender norms and their consequences (violence prevention), a conditional cash transfer (education), health and life skills training (health), and financial literacy training and savings activities (wealth). Girls were randomized to one of four study arms: 1) violence prevention only (V-only); 2) V-only and education (VE); 3) VE and health (VEH); or 4) all four interventions (VEHW). We used ANCOVA to estimate intent-to-treat (ITT) impacts of each study arm and of pooled study arms VE, VEH, and VEHW relative to the V-only arm, on primary outcomes of fertility and herpes simplex virus-2 (HSV-2) infection, and secondary outcomes of education, health knowledge, and wealth creation. Post-hoc analysis was carried out on older girls who were 13–14-years-old at baseline. In 2018, in the VEHW arm, in-depth qualitative evaluation were carried out with adolescent girls, their parents, school staff, mentors, community conversation facilitators, and community gatekeepers. The trial is registered at ISRCTN: ISRCTN77455458.

Results

At endline in the V-only study arm, 21.0 percent of girls reported having had sex, 7.7 percent having ever been pregnant and 6.6 percent having ever given birth, with higher rates for the older subsample at 32.5 percent, 11.8 percent, and 10.1 percent, respectively. In the full sample, ever having given birth was reduced by 2.3 percentage points (pp) in the VE and VEHW study arms, significant at 10 percent. For the older subsample there were larger and significant reductions in the percent ever having had sex (8.2 pp), HSV-2 prevalence (7.5 pp) and HSV-2 incidence (5.6 pp) in the VE arm. Two years after the end of the interventions, girls continued to have increased schooling, sexual and reproductive health knowledge, and improved financial savings behaviors. Qualitatively, respondents reported that girls were likely to have sex as a result of child sexual exploitation, peer pressure or influence from the media, as well as for sexual adventure and as a mark of maturity.

Conclusion

This study demonstrates that multisectoral cash plus interventions targeting the community and household level, combined with interventions in the education, health, and wealth-creation sectors that directly target individual girls in early adolescence, generate protective factors against early pregnancy during adolescence. Such interventions, therefore, potentially have beneficial impacts on the longer-term health and economic outcomes of girls residing in impoverished settings.

Clinical trial registration

ISRCTN registry: ISRCTN77455458; https://doi.org/10.1186/ISRCTN77455458.

Human-centred design of a new microneedle-based hormonal contraceptive delivery system

Background: It is estimated that 225 million women worldwide have an unmet need for family planning, and more than half live in low- and middle-income countries. Increasing the choice of contraceptive methods available can reduce this unmet need. Microneedle drug delivery systems represent a new technology for minimally invasive self-administration of contraceptives. We explored stakeholders’ views on different aspects of a proposed microneedle-based hormonal contraceptive delivery system. The feedback was used to iteratively develop this delivery system.

Methods: Focus group discussions and semi-structured interviews were conducted with potential stakeholders (women and trans males of childbearing age, their partners, and health professionals and organisations that provide family planning advice and contraception services) in Uganda, The Gambia, Malawi, and the UK, exploring concept acceptability and gathering feedback on different aspects of design and usability of the proposed delivery system.

Results: Participants viewed the concept of a new, microneedle-based contraceptive favourably. In Uganda, participants were presented with 7 different prototype applicators and identified desirable features of a preferred delivery device; their input reducing the number of prototypes that were subsequently evaluated by stakeholders in The Gambia and the UK. Participants in these countries helped to identify and/or confirm the most desirable characteristics of the applicator, resulting in design consolidation into a refined concept applicator. The final, optimised applicator prototype was validated during user research in Malawi. This human-centred design approach was also used to iteratively develop an information leaflet for the device. During these user studies, other preferred aspects of a contraceptive delivery system were also evaluated, such as anatomical site of application, duration of action, and return to fertility.

Conclusions: A new microneedle-based contraceptive delivery system was iteratively developed using a human-centred design approach and was favourably received by potential stakeholders. The product is now being refined for testing in pre-clinical studies.

Scaling Access to Contraception for Youth in Urban Slums: The Challenge Initiative's Systems-Based Multi-Pronged Strategy for Youth-Friendly Cities

INTRODUCTION

More than half of all adolescents globally live in Asia, with India having the largest adolescent population in the world at 253 million. In sub-Saharan Africa, adolescents make up the greatest proportion of the population, with 23% of the population aged 10-19. And these numbers are predicted to grow rapidly-particularly in urban areas as rural youth migrate to cities for economic opportunities. While adolescents and youth are subject to high sexual and reproductive health risks, few efforts have been documented for addressing these in urban settings, especially in poor settlements.

METHODS

The Challenge Initiative (TCI) is a demand-driven, family planning platform for sustainable scale and impact that lets city governments-in particular urban slums-lead implementation. It is currently active in 11 countries in Africa and Asia. In June 2018, TCI heightened its focus on adolescent and youth sexual and reproductive health (AYSRH) for youth living in urban slums. It now supports 39 city governments. TCI dedicates technical and program support to married (including first-time parents) and unmarried youth ages 15-24 years. Using an innovative coaching model and an online learning platform (TCI University), TCI supports city governments as they implement AYSRH interventions to accelerate the impact of TCI's model for rapid scale.

RESULTS

TCI has been assessing the performance of cities implementing its AYSRH approaches using its RAISE tool and has found considerable improvement over two rounds of assessments through TCI coaching and support for adaptation of its high-impact interventions between the first and second round.

CONCLUSIONS

TCI's AYSRH approach scaled rapidly to 39 cities and multiple urban slums since 2018, using its evidence-based interventions and coaching model. In the context of universal health coverage, TCI has supported segmented demand generation and improved access to quality and affordable contraceptive as well as youth-friendly health services. It provides a menu of interventions for cities to implement for youth-including such approaches as public-private partnerships with pharmacies and quality assurance using quick checklists-along with an innovative coaching model. This approach has facilitated greater access to contraceptive methods of choice for youth.

Human-centred design of a new microneedle-based hormonal contraceptive delivery system

Background: It is estimated that 225 million women worldwide have an unmet need for family planning, and more than half live in low- and middle-income countries. Increasing the choice of contraceptive methods available can reduce this unmet need. Microneedle drug delivery systems represent a new technology for minimally invasive self-administration of contraceptives. We explored stakeholders’ views on different aspects of a proposed microneedle-based hormonal contraceptive delivery system. The feedback was used to iteratively develop this delivery system. Methods: Focus group discussions and semi-structured interviews were conducted with potential stakeholders (women and trans males of childbearing age, their partners, and health professionals and organisations that provide family planning advice and contraception services) in Uganda, The Gambia, Malawi, and the UK, exploring concept acceptability and gathering feedback on different aspects of design and usability of the proposed delivery system. Results: Participants viewed the concept of a new, microneedle-based contraceptive favourably. In Uganda, participants were presented with 7 different prototype applicators and identified desirable features of a preferred delivery device; their input reducing the number of prototypes that were subsequently evaluated by stakeholders in The Gambia and the UK. Participants in these countries helped to identify and/or confirm the most desirable characteristics of the applicator, resulting in design consolidation into a refined concept applicator. The final, optimised applicator prototype was validated during user research in Malawi. This human-centred design approach was also used to iteratively develop an information leaflet for the device. During these user studies, other preferred aspects of a contraceptive delivery system were also evaluated, such as anatomical site of application, duration of action, and return to fertility. Conclusions: A new microneedle-based contraceptive delivery system was iteratively developed using a human-centred design approach and was favourably received by potential stakeholders. The product is now being refined for testing in pre-clinical studies.

Wealth-related inequalities in demand for family planning satisfied among married and unmarried adolescent girls and young women in sub-Saharan Africa

Background

The use of modern contraception has increased in much of sub-Saharan Africa (SSA). However, the extent to which changes have occurred across the wealth spectrum among adolescents is not well known. We examine poor-rich gaps in demand for family planning satisfied by modern methods (DFPSm) among sexually active adolescent girls and young women (AGYW) using data from national household surveys.

Methods

We used recent Demographic and Health Surveys and Multiple Indicator Cluster Surveys to describe levels of wealth-related inequalities in DFPSm among sexually active AGYW using an asset index as an indicator of wealth. Further, we used data from countries with more than one survey conducted from 2000 to assess DFPSm trends. We fitted linear models to estimate annual average rate of change (AARC) by country. We fitted random effects regression models to estimate regional AARC in DFPSm. All analysis were stratified by marital status.

Results

Overall, there was significant wealth-related disparities in DFPSm in West Africa only (17.8 percentage points (pp)) among married AGYW. The disparities were significant in 5 out of 10 countries in Eastern, 2 out of 6 in Central, and 7 out of 12 in West among married AGYW and in 2 out of 6 in Central and 2 out of 9 in West Africa among unmarried AGYW. Overall, DFPSm among married AGYW increased over time in both poorest (AARC = 1.6%, p < 0.001) and richest (AARC = 1.4%, p < 0.001) households and among unmarried AGYW from poorest households (AARC = 0.8%, p = 0.045). DPFSm increased over time among married and unmarried AGYW from poorest households in Eastern (AARC = 2.4%, p < 0.001) and Southern sub-regions (AARC = 2.1%, p = 0.030) respectively. Rwanda and Liberia had the largest increases in DPFSm among married AGYW from poorest (AARC = 5.2%, p < 0.001) and richest (AARC = 5.3%, p < 0.001) households respectively. There were decreasing DFPSm trends among both married (AARC = − 1.7%, p < 0.001) and unmarried (AARC = − 4.7%, p < 0.001) AGYW from poorest households in Mozambique.

Conclusion

Despite rapid improvements in DFPSm among married AGYW from the poorest households in many SSA countries there have been only modest reductions in wealth-related inequalities. Significant inequalities remain, especially among married AGYW. DFPSm stalled in most sub-regions among unmarried AGYW.

Human-centred design of a new microneedle-based hormonal contraceptive delivery system

Background: It is estimated that 225 million women worldwide have an unmet need for family planning, and more than half live in low- and middle-income countries. Increasing the choice of contraceptive methods available can reduce this unmet need. Microneedle drug delivery systems represent a new technology for minimally invasive self-administration of contraceptives. We explored stakeholders’ views on different aspects of a proposed microneedle-based hormonal contraceptive delivery system. The feedback was used to iteratively develop this delivery system. Methods: Focus group discussions and semi-structured interviews were conducted with potential stakeholders (women and trans males of childbearing age, their partners, and health professionals and organisations that provide family planning advice and contraception services) in Uganda, The Gambia, Malawi, and the UK, exploring concept acceptability and gathering feedback on different aspects of design and usability of the proposed delivery system. Results: Participants viewed the concept of a new, microneedle-based contraceptive favourably. In Uganda, participants were presented with 7 different prototype applicators and identified desirable features of a preferred delivery device; their input reducing the number of prototypes that were subsequently evaluated by stakeholders in The Gambia and the UK. Participants in these countries helped to identify and/or confirm the most desirable characteristics of the applicator, resulting in design consolidation into a refined concept applicator. The final, optimised applicator prototype was validated during user research in Malawi. This human-centred design approach was also used to iteratively develop an information leaflet for the device. During these user studies, other preferred aspects of a contraceptive delivery system were also evaluated, such as anatomical site of application, duration of action, and return to fertility. Conclusions: A new microneedle-based contraceptive delivery system was iteratively developed using a human-centred design approach and was favourably received by potential stakeholders. The product is now being refined for testing in pre-clinical studies.

Pooled prevalence and determinants of modern contraceptive utilization in East Africa: A Multi-country Analysis of recent Demographic and Health Surveys

BACKGROUND

According to the 2017 estimate, around 214 million reproductive-age women in developing regions who want to avoid pregnancy do not use a modern contraceptive method. Although there are studies done on factors associated with modern contraceptive utilization in individual East African countries, as to our search of the literature, there is limited evidence on the pooled prevalence and determinants of modern contraceptive utilization in the East African region. Therefore, this study aimed to estimate the pooled prevalence and determinants of modern contraceptive utilization in the East African region.

METHODS

The pooled prevalence of modern contraceptive utilization and the strength of determinants were estimated using STATA version 14. Intra-class Correlation Coefficient (ICC), Median Odds Ratio (MOR), Proportional Change in Variance (PCV), and deviance were used for model fitness and comparison. The multilevel logistic regression model was fitted to identify determinants of modern contraceptive use in the region. Adjusted Odds Ratio with its 95% Confidence Interval was presented, and variables with a p-value ≤of 0.05 were declared significant determinants of modern contraceptive utilization.

RESULTS

Overall, about 20.68% (95%CI:-20.46.,20.91)of women used modern contraceptive, ranging from 9.08% in Mozambique to 61.49% in Comoros. In the multilevel logistic regression model; maternal age group 25-34 (AOR: 0.79, 95%CI:0.76,0.82) and 35-49 (AOR:0.49, 95%CI:0.46,0.51). Being married (AOR:0.85, 95%CI:0.82,0.88), mothers with primary education (AOR:1.48, 95%CI:1.43,1.54) and secondary and above education level (AOR:1.60, 95%CI:1.52,1.69), husbands with primary education (AOR:2.43, 95%CI:2.35,2.51) and secondary and above education level (AOR:2.92, 95%CI:2.76,3.05). The mothers who had occupation (AOR:2.11, 95%CI:1.23,1.33), mothers from households with middle wealth index (AOR:1.23, 95%CI:1.19,1.28) and rich wealth index (AOR:1.28, 95%CI:1.23,1.33) were found to be significant determinants of modern contraceptive use.

CONCLUSION

We found that modern contraceptive utilization in the 12 East Africa countries was low compared to SDG target 2030(75%). The governmental and non-governmental organizations should scale up their public health programs to the poor and marginalized communities to scale up modern contraceptive utilization uptake in the region. In addition, reforming the health system and reproductive health education through mass media to create awareness of modern contraceptive use benefits are effective strategies to improve modern contraceptive use among East Africa women.

Contraceptive use and needs among adolescent women aged 15-19: Regional and global estimates and projections from 1990 to 2030 from a Bayesian hierarchical modelling study

Expanding access to contraception and ensuring that need for family planning is satisfied are essential for achieving universal access to reproductive healthcare services, as called for in the 2030 Agenda for Sustainable Development. To quantify the gaps that remain in meeting needs among adolescents, this study provides a harmonised data set and global estimates and projections of family planning indicators for adolescents aged 15–19 years. We compiled a comprehensive dataset of family-planning indicators among women aged 15–19 from 754 nationally representative surveys. We used a Bayesian hierarchical model with country-specific annual trends to estimate contraceptive prevalence and unmet need for family planning, with 95% uncertainty intervals (UIs), for 185 countries, taking into account changes in proportions married or in a union and differences in sexual activity among unmarried women across countries. Among 300 million women aged 15–19 years in 2019, 29.8 million (95% UI 24.6–41.7) use any contraception, and 15.0 million (95% UI 12.1–29.2) have unmet need for family planning. Population growth and the postponement of marriage influence trends in the absolute number of adolescents using contraception or experiencing unmet need. Large gaps remain in meeting family-planning needs among adolescents. The proportion of the need satisfied by modern methods, Sustainable Development Goals (SDG) indicator 3.7.1, was 59.2% (95% UI 44.8–67.2) globally among adolescents, lower compared to 75.7% (95% UI 73.2%–78.0%) among all women age 15–49 years. It was less than one half of adolescents in need in Western Asia and Northern Africa (38.7%, 95%UI = 20.9–56.5), Central and Southern Asia (43.5%, 95%UI = 36.6–52.3), and sub-Saharan Africa (45.6%, 95%UI = 42.2–49.0). The main limitations of the study are: (i) the uncertainty surrounding estimates for countries with limited or biased data is large; and (ii) underreporting of contraceptive use and needs is likely, especially among unmarried adolescents.

Predictors of modern contraceptive use among adolescent girls and young women in sub-Saharan Africa: a mixed effects multilevel analysis of data from 29 demographic and health surveys

Background

The use of modern contraceptives among adolescent girls and young women (AGYW) in sub-Saharan Africa (SSA) remains an issue that needs urgent attention. This present study assesses the individual and contextual factors associated with modern contraceptive use among AGYW in SSA.

Methods

Data for this study was obtained from the latest Demographic and Health Surveys (DHS) conducted between January 2010 and December 2018 across 29 countries in SSA. Data were analysed with Stata version 14.2 by employing both Pearson’s chi-square test of independence and a multilevel binary logistic regression. The selection of variables for the multilevel models was based on their statistical significance at the chi-square test at a p < 0.05. Model fitness for the multilevel models was checked using the log likelihood ratios and Akaike’s Information Criterion (AIC) and the results were presented using adjusted odds ratios (aOR) at 95% confidence interval (CI).

Results

It was found that 24.7% of AGYW in SSA use modern contraceptives. In terms of the individual level factors, the study showed that AGYW aged 15–19 [aOR = 0.86, CI = 0.83–0.90], those who were married [aOR = 0.83, CI = 0.79–0.87], Muslims [aOR = 0.59, CI = 0.57–0.62], working [aOR = 0.92, CI = 0.89–0.95], those who had no child [aOR = 0.44, CI = 0.42–0.47], those who had no exposure to newspaper/magazine [aOR = 0.44, CI = 0.63–0.71] and radio [aOR = 0.82, CI = 0.78–0.86] had lower odds of using modern contraceptives. Conversely, the use of modern contraceptives was high among AGYW whose age at first sex was 15–19 years [aOR = 1.20, CI = 1.12–1.28]. With the contextual factors, the odds of using modern contraceptives was low among AGYW who lived in rural areas [aOR = 0.89, CI = 0.85–0.93] and in communities with low literacy level [aOR = 0.73, CI = 0.70–0.77] and low socio-economic status [aOR = 0.69, CI = 0.65–0.73].

Conclusion

Several individual and contextual factors are associated with modern contraceptive use among AGYW in SSA. Therefore, Governments in the various countries considered in this study should intensify mass education on the use of modern contraceptives. This education should be more centered on AGYW who are in socio-economically disadvantaged communities, those who are not married, Muslims, those with high parity and high fertility preferences and those who are working.

Socio-economic and demographic predictors of unmet need for contraception among young women in sub-Saharan Africa: evidence from cross-sectional surveys

Introduction

Globally, sub-Saharan Africa (SSA) bears the highest proportion of women with unmet need for contraception as nearly 25% of women of reproductive age in the sub-region have unmet need for contraception. Unmet need for contraception is predominant among young women. We examined the association between socio-economic and demographic factors and unmet need for contraception among young women in SSA.

Methods

Data for this study obtained from current Demographic and Health Surveys (DHS) conducted between January 1, 2010 and December 31, 2018 in 30 sub-Saharan African countries. The sample size consisted of young women (aged 15–24), who were either married or cohabiting and had complete cases on all the variables of interest (N = 59,864). Both bivariate and multivariable binary logistic regression analyses were performed using STATA version 14.0.

Results

The overall prevalence of unmet need for contraception among young women was 26.90% [95% CI: 23.82–29.921], ranging from 11.30% [95% CI: 5.1–17.49] in Zimbabwe to 46.7% [95% CI: 36.92–56.48] in Comoros. Results on socio-economic status and unmet need for contraception showed that young women who had primary [aOR = 1.18; CI = 1.12–1.25, p < 0.001] and secondary/higher levels of formal education [aOR = 1.27; CI = 1.20–1.35, p < 0.001] had higher odds of unmet need for contraception compared to those with no formal education. With wealth status, young women in the richest wealth quintile had lower odds of unmet need for contraception compared with those in the poorest wealth quintile [aOR = 0.89; CI = 0.81–0.97, p < 0.01]. With the demographic factors, the odds of unmet need for contraception was lower among young women aged 20–24 [aOR = 0.74; CI = 0.70–0.77, p < 0.001], compared with 15–19 aged young women. Also, young women who were cohabiting had higher odds of unmet need for contraception compared to those who were married [aOR = 1.35; CI = 1.28–1.43, p < 0.001].

Conclusion

Our study has demonstrated that unmet need for contraception is relatively high among young women in SSA and this is associated with socio-economic status. Age, marital status, parity, occupation, sex of household head, and access to mass media (newspaper) are also associated with unmet need for contraception. It is therefore, prudent that organisations such as UNICEF and UNFPA and the Bill & Melinda Gates Foundation who have implemented policies and programmes on contraception meant towards reducing unmet need for contraception among women take these factors into consideration when designing interventions in sub-Saharan African countries to address the problem of high unmet need for contraception among young women.

Predictors of unmet need for contraception among adolescent girls and young women in selected high fertility countries in sub-Saharan Africa: A multilevel mixed effects analysis

INTRODUCTION

Despite the desire of adolescent girls and young women (AGYW) in sub-Saharan Africa (SSA) to use contraceptives, the majority of them have challenges with access to contraceptive services. This is more evident in high fertility countries in SSA. The purpose of this study was to examine the predictors of unmet need for contraception among AGYW in selected high fertility countries in SSA.

MATERIALS AND METHODS

Data from current Demographic and Health Surveys (DHS) carried out between 2010 and 2018 in 10 countries in SSA were analysed. A sample size of 24,898 AGYW who were either married or cohabiting was used. Unmet need for contraception was the outcome variable in this study. The explanatory variables were age, marital status, occupation, educational level, frequency of reading newspaper/magazine, frequency of listening to radio, frequency of watching television and parity (individual level variables) and wealth quintile, sex of household head, place of residence and decision-maker in healthcare (household/community level variables). Descriptive and multilevel logistic regression analyses were carried out. The results of the multilevel logistic regression analyses were reported using adjusted odds ratios at 95% confidence interval.

RESULTS

The prevalence of unmet need for contraception in all the countries considered in this study was 24.9%, with Angola, recording the highest prevalence of 42.6% while Niger had the lowest prevalence of 17.8%. In terms of the individual level predictors, the likelihood of unmet need for contraception was low among AGYW aged 20-24 [aOR = 0.82; 95% CI = 0.76-0.88], those with primary [aOR = 1.22; 95% CI = 1.13-1.31] and secondary/higher levels of formal education [aOR = 1.18; 95% CI = 1.08-1.28, p < 0.001], cohabiting AGYW [aOR = 1.52; 95% CI = 1.42-1.63] and AGYW with three or more births [aOR = 3.41; 95% CI = 3.02-3.85]. At the household/community level, the odds of unmet need for contraception was highest among poorer AGYW [aOR = 1.36; 95% CI = 1.21-1.53], AGYW in female-headed households [aOR = 1.22; 95% CI = 1.13-1.33], urban AGYW [aOR = 1.21; 95% CI = 1.11-1.32] and AGYW who took healthcare decisions alone [aOR = 1.10; 95% CI = 1.01-1.21].

CONCLUSION

This study has identified disparities in unmet need for contraception among AGYW in high fertility countries in SSA, with AGYW in Angola having the highest prevalence. Both individual and household/community level factors predicted unmet need for contraception among AGYW in this study. However, based on the ICC values, household/community level factors prevailed the individual level factors. Enhancing access to contraception among poorer AGYW, those in female-headed households, those in urban areas and those who take healthcare decisions alone by both governmental and non-governmental organisations in high fertility countries is recommended.