Family planning: the unfinished agenda

Nomadic pastoralists' experience accessing reproductive and maternal healthcare services in low and middle-income countries: A contextual scoping review

Globally, discriminately vulnerable and marginalized groups, such as nomadic pastoralist populations, have perhaps the least access to reproductive and maternal health services (R/MHCSs). Previous studies report that most nomadic pastoralist mothers use both traditional methods of childbirth (i.e. delivering at home and assistance by traditional birth attendants (TBAs)) and traditional methods of contraception. However, determining factors of R/MHCSs in these nomadic pastoralist communities remain scarcely explored and condensed. This study aims to analyse quantitative, qualitative, and mixed methods studies and summarize pastoralists’ experience accessing R/MHCSs in low- and middle-income countries (LMICs).

We employed a mixed method approach in conducting this scoping review by including studies applying quantitative, qualitative, and mixed methods retrieved from online databases (PubMed, Google Scholar, and JSTOR) as well as reviewing indexes of journals specific to the field by using a set of keywords related to R/MHCSs in LMICs. Thematic content analysis was performed to generate four themes and codes.

We retrieved 2131 articles and retained 25 that met our inclusion criteria. Of these, 6 were quantitative studies, 12 were qualitative studies, and 7 were mixed methods studies. We found that nomadic pastoralists face multi-faceted barriers in access to R/MHCS that can be broadly categorized into four themes: (i) physical (geographic isolation and access), (ii) political (discriminatory/marginalized status, poor transport system, lack of infrastructure, and little political status to improve their lives), (iii) economic (poor quality of service/lack of available resources in rural areas where nomadic pastoralists live, vulnerability, poverty/affordability of R/MHCSs), and (iv) socio-cultural (misconceptions, perception, gender roles in decision-making, low demand for R/MHCSs by nomadic pastoralists, autonomy for females to travel) factors. Therefore, to effectively address the needs of nomadic pastoralist populations, R/MHCSs must be available, accessible, acceptable, and affordable through political, economic, geographic, and socio-culturally sensitive approaches.

Low awareness of, and low access to, modern R/MHCSs and their benefits is a critical barrier to service utilization. Partnership with nomad communities through leveraging existing structures, networks, and decision-making patterns and involvement of nomadic women and girls, community leaders, male partners, and trained traditional birth attendants are key to R/MHCS access.

What is known about this topic?

What the study adds

Factors associated with non-use of modern contraceptives among sexually active women in Ethiopia: a multi-level mixed effect analysis of 2016 Ethiopian Demographic and Health Survey

Background

Appropriate contraceptive use prevents unintended pregnancy, protects the health of mother and child, and promotes women’s well-being. Use of modern Family planning in Ethiopia was still very low. The purpose of this study was to assess the factors that are associated with non-use of modern family planning services among women of reproductive age.

Method

A nationally representative 2016 EDHS women data were used for analysis. A total of 15,683 women in the reproductive age group were included in this study. Descriptive and multilevel multivariable binary logistic regression models were used to summarize descriptive data and measure statistical association between the dependent and the individual and community level variable, respectively. Adjusted Odds Ratio (AOR) and confidence interval were respectively used to measure association and its statistical significance.

Result

Among women in the reproductive age group 79.49% (95% CI: 78.85%, 80.12%) did not use a modern contraceptive method. Women age between 25–34 years (AOR = 0.54, 95% CI: 0.47–0.61) and age between 34–49 year (AOR = 0.62, 95% CI: 0.55–0.71), having primary educated women (AOR = 0.0.77, 95% CI: 0.68–0.87),secondary and above educational (AOR = 0.88, CI: 0.75–1.03), Secondary and above-educated husband (AOR = 0.84, 95% CI: 0.72–0.96), rich women (AOR = 0.74,95%CI:0.65–0.85), health facility delivery (AOR = 0.84, 95%CI: 0.73–0.0.98), being watching TV (AOR = 0.74, 95% CI: 0.65–0.85), having 1–2 living children (AOR = 0.21, 95% CI: 0.19–0.23) are less likely to not use contraception were identified. Furthermore, Muslim women (AOR = 1.43, 95% CI: 1.23–1.62), women living in rural area (AOR = 3.43; 95% CI: 2.72–4.32), and ANC visit 1.25(1.07–1.47) were more likely to not use contraception. Further, Women in Afar, Somali, Gambela, Harari, and Dire Dawa were less likely to use modern contraception methods than women in Tigray, but Amhara region had a lower rate of non-use.

Conclusion

Family planning interventions should target younger women, women living in rural areas, the poor, and Muslim women. Moreover, initiatives to empower women associated to family planning programs would be beneficial in increasing contraceptive uptake among sexually active women in Ethiopia.

Rural-urban correlates of modern contraceptives utilization among adolescents in Zambia: a national cross-sectional survey

Background

Modern contraceptive use among adolescents is low despite the adverse effects of adolescent pregnancies. Understanding correlates of modern contraceptive use in different settings is key to the design of effective context-specific interventions. We aimed to determine factors associated with modern contraceptives use among adolescents in rural and urban settings of Zambia.

Methods

We analyzed secondary data from 2018 Zambia demographic and health survey (ZDHS) focusing on adolescent girls aged 15–19 years. We used multivariable logistic regression in SPSS version 25 to examine rural-urban variations in factors associated with modern contraceptive utilization.

Results

Overall, 12.0% (360/3000, 95% CI: 10.9–13.2) of adolescents in Zambia were using modern contraceptives. Use of modern contraceptives was higher in rural areas at 13.7% (230/1677, 95% CI: 12.1–15.3) compared to 9.8% (130/1323, 95% CI: 8.3–11.6) in urban areas. In the rural areas, having a child (aOR = 13.99; 95% CI 8.60–22.77), being married (aOR = 2.13; 95% CI 1.42–3.18), being older at 19 years (aOR = 3.90; 95% CI 1.52–10.03), having been visited by a field health worker (aOR = 1.62; 95% CI 1.01–2.64), having been exposed to family planning messages on mass media (aOR = 2.87; 95% CI 1.01–8.18) and belonging to the richest wealth quintile (aOR = 2.27; 95% CI 1.43–3.62) were associated with higher odds of contraceptive utilization. Furthermore, adolescents in the Northern (aOR = 0.29; 95% CI 0.11–0.80) and Luapula (aOR = 0.35; 95% CI 0.15–0.81) provinces were associated with less odds of utilizing contraceptives compared to those in Western province. In the urban areas, older age at 19 years (aOR = 4.80; 95% CI 1.55–14.84) and having a child (aOR = 18.52; 95% CI 9.50–36.14) were the only factors significantly associated with modern contraceptive utilization.

Conclusion

Age and having a child were associated with modern contraceptive use in both rural and urban areas. In rural areas (province, marital status, being visited by field health workers, family planning messages exposure and wealth index) were the only associated factors. This indicates that interventions aiming to increase contraceptive utilization should be context specific.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12905-022-01914-8.

Exploring the Influencing Factors for Contraceptive Use among Women: A Meta-Analysis of Demographic and Health Survey Data from 18 Developing Countries

Background. The primary objective of this research was to investigate how socioeconomic and demographic factors influence the usage of contraceptives by women in 18 developing countries. Methods. The study used the latest DHS data from 18 developing countries in order to acquire a broad perspective of contraceptive methods. We applied meta-analysis techniques for 18 developing countries to find out the summary results. Results. The overall summary effect showed that the variable respondent education ( $\text{OR}=1.39$ ; 95% CI: 1.17 to 1.65), husband education ( $\text{OR}=1.60$ ; 95% CI: 1.32 to 1.93), type of place of residence ( $\text{OR}=0.88$ ; 95% CI 0.78 to 0.98), current working status ( $\text{OR}=1.47$ ; 95% CI 1.30 to 1.66), age of the respondent ( $\text{OR}=3.41$ ; 95% CI 2.35 to 4.93), breastfeeding status ( $\text{OR}=1.34$ ; 95% CI 1.11 to 1.62), and desire for more children ( $\text{OR}=0.53$ ; 95% CI 0.43 to 0.65) were the significant factors for contraceptive utilization in developing countries. Conclusions. According to the findings of this descriptive study, the respondent’s age, level of education, and work status were shown to be the most significant factors that influence the usage of contraceptives in developing countries. It is necessary to take reasonable steps in order to increase the rate of utilizing methods of contraception among women of reproductive age who are uneducated, living in rural areas, and unemployed.

Determination of possible contraceptive potential of methanolic leaf extract of Mentha longifolia L. in adult male rats: a biochemical and histological study

Mentha longifolia L (ML) is locally used as an herbal contraceptive. We aim to assess the toxicity profile and validate the antifertility effects of its leaves in male rats. Adult male Sprague Dawley rats (n = 10 animals/group) were divided into four groups. The Control group received .9% saline, while groups II, III, and IV received 50, 75, and 100 mg/kg/day ML doses for 28 days. ML induced a dose-dependent decrease in percent fertility as well as the number of pups born in ML preexposed pairs, with maximum change observed in the ML3 group (60%, 3.75 ± 1.25) as compared to control (100%, 8.75 ± .48) group. A significant (P < .01) decrease in the rate of daily sperm production was observed in the ML3 group (.86 ± .16) in contrast to the control (2.93 ± .05). The levels of catalase and superoxide dismutase declined significantly in treatment groups (ML1-P < .001, ML2-P < .05, and ML3-P < .01). A significant increase in the production of reactive oxygen species (P < .001) was found in all treatment groups. The concentrations of LH (P < .001), FSH (P < .001), and testosterone (P < .001) were significantly reduced in a dose-dependent manner among ML-treated groups. Decreases in spermatogonial populations, mature spermatids, seminiferous tubule diameter, lumen diameter, and epithelial height were noticed at higher doses. The reversibility study depicted a reduction in both pregnancy outcomes and litter size. Besides contraceptive effects, M. longifolia L usage is associated with oxidative stress; therefore, it is important to consume this herb appropriately and its excessive usage should be prohibited.

Scientists' warning on population

Humanity must commit to transformative change on all levels in order to address the climate emergency and biodiversity collapse. In particular, stabilizing and ultimately reducing the human population size is necessary to ensure the long-term wellbeing of our species and other life on Earth. We show how this transition can be accomplished in an equitable framework that promotes human rights. Specifically, we issue a global appeal for women and men to have at most one child and call for policy-makers to implement population policies that improve education for girls and young women and ensure the availability of high-quality family-planning services.

Long acting reversible contraceptive utilization and its associated factors among modern contraceptive users in high fertility sub-Saharan Africa countries: a multi-level analysis of recent demographic and health surveys

BACKGROUND

Long-acting reversible contraceptives (LARC) have been hailed as one of the safest and most effective methods of contraception. However, the use of LARC is low in the world, including Sub Saharan Africa; therefore, the aim of this study was to assess LARC utilization and associated factors among modern contraceptive users in high fertility SSA countries.

METHODS

Data for this study was obtained from the most recent Demographic and Health Surveys. A total weighted sample of 14,828 reproductive age women was included. A multilevel mixed-effect binary logistic regression model was fitted to identify the significant associated factors of long acting reversible contraception utilization. Finally, the Adjusted Odds Ratio (AOR) with 95% confidence interval was used to declare as statistical significance.

RESULTS

Overall prevalence of LARC utilization was observed to be 20.1% (19.45, 20.74). The factors significantly associated with the utilization were women's age ≥ 35 years (AOR = 1.42; 95% CI: 1.19,1.68), having media exposure (AOR = 1.13; 95% CI: 1.05, 1.28), number of alive children: 1-2 (AOR = 2.35; 95% CI: 1.38, 4.01), 3-4 (AOR = 2.98; 95% CI: 1.74, 5.10), [Formula: see text] 5 (AOR = 2.82; 95% CI:1.63, 4.86), have no history of abortion (AOR = 1.33; 95% CI: 1.17,1.51) and who have no big problem with distance to the health facility (AOR = 1.29; 95% CI: 1.16, 1.43).

CONCLUSION

The use of long acting reversible contraception in this study was relatively low. To improve the utilization of long acting reversible contraceptives governments, policymakers, and stakeholders should implement health promotion strategies through media and improve accessibilities of health facilities.

The paradox of declining fertility and declining contraceptive use in India: An artefact of survey design?

•Ensuring data quality in large scale surveys is challenging.•The trend and pattern of declining fertility and declining contraceptive use in India is puzzling.•Interview privacy setting and interviewer effect can partially explain the anomaly.•Large scale surveys impose severe demands on survey supervision and ability to ensure privacy.•Innovative ways of data collection for sensitive issues can be explored for proper reporting.

Knowledge, Attitude and Practices of Postpartum Females Regarding the Acceptance of Immediate Postpartum Contraception: A Cross-Sectional Study From North India

The immediate postpartum period is a great time to encourage the acceptance of contraceptive methods; the time is influenced by both emotional and physical factors. At this stage, the administration of intrauterine contraceptives is relatively easier with lesser complications due to the prior obstetric event. A single-center cross-sectional study was conducted using a self-constructed questionnaire-based interview on 331 women in their immediate postpartum period who had delivered a healthy live-born infant. The majority (59.8%) of study participants had unplanned pregnancies. We conducted behavior change communication sessions for postpartum family planning which resulted in 89% of participants accepting the methods with the prime reasons for acceptance being temporary child spacing (41%) and a definitive desire for no more children (34%). The odds were higher in women with more than five pregnancies [adjusted odds ratio (AOR) = 1.951, 95% CI = 1.389-2.925] and women whose last pregnancy was planned [AOR = 1.248, 95% CI = 1.002-3.215].The hindrance to adopt and adhere to postpartum contraception stems from a variety of socio-economic factors which are unique to low-income countries. Individually tailored behavior change communication/counseling approaches may help overcome misconceptions and meet the heterogeneous needs for family planning in the immediate postpartum phase.

Perspective Chapter: Factors that Influence Young Women’s Decision-Making in Contraceptive Use in Ashiedu Keteke of Accra, Ghana

Every young woman has the right to reproductive health care. It is quite important for every woman to make an informed decision when choosing contraception. This is because women of today face a lot of challenges when it comes to the issue of reproductive health care. Young women choose contraception to prevent unwanted pregnancies and other reproductive health-related risks. The increase in abortion and pregnancy complication rates among young women is far too much and needs to be critically addressed to reduce maternal deaths (MD) and infant mortality. The decision made on the use of contraception by many young women has interfered with some factors that prevent them from making the right decisions. This piece is to identify those factors that influence young women’s reluctance of using contraception and how to promote contraceptive usage among Ghanaian women.

Perspective Chapter: Modern Birth Control Methods

This chapter focuses on various modern birth control methods, including combined oral contraceptives, progestogen-only pills, progestogen-only injectables, progestogen-only implants, intrauterine devices, barrier contraceptives, and emergency contraceptive pills. Each contraceptive method is covered in detail, including mechanism of action, effectiveness, health benefits, advantages, disadvantages, risks, and side-effects.

Supply-Side Versus Demand-Side Unmet Need: Implications for Family Planning Programs

Despite its central importance to global family planning, the "unmet need for contraception" metric is frequently misinterpreted. Often conflated with a lack of access, misinterpretation of what unmet need means and how it is measured has important implications for family planning programs. We review previous examinations of unmet need, with a focus on the roles of access and demand for contraception, as well as the role of population control in shaping the indicator's priorities. We suggest that disaggregating unmet need into "demand-side unmet need" (stemming from lack of demand) and "supply-side unmet need" (stemming from lack of access) could allow current data to be leveraged into a more person-centered understanding of contraceptive need. We use Demographic and Health Survey data from seven sub-Saharan African countries to generate a proof-of-concept, dividing women into unmet need categories based on reason for contraceptive nonuse. We perform sensitivity analyses with varying conceptions of access and disaggregate by education and marital status. We find that demand-side unmet need far exceeds supply-side unmet need in all scenarios. Focusing on supply-side rather than overall unmet need is an imperfect but productive step toward person-centered measurement, while more sweeping changes to family planning measurement are still required.

Modern contraceptive use among women of reproductive age in Zimbabwe: analysis of 1999-2015 Zimbabwe Demographic Health Survey

INTRODUCTION

Modern contraception use is the fundamental fulfilment of women's rights to choose when and how many children to have. The study explored predictors of modern contraceptive use among women in Zimbabwe.

METHOD

Data from the 1999, 2005/2006, 2010/2011 and 2015 Zimbabwe Demographic and Health Survey (ZDHS) was used in a secondary analysis that involved 5474 women of reproductive age. The outcome measure was modern contraceptive use as reported by women. Multiple logistic regression was done to determine the predictors of modern contraceptive use.

RESULTS

The trend showed that since 1999 to 2015 there has been a steadily increase in modern contraceptive use from 54.9% to 72.9%. The use of contraceptives was lower among age 40 to 49 years (aOR = 0.49, p = 0.001)], other religion (aOR = 0.34, p = 0.005), induced abortion (aOR = 0.70; p ≤ 0.001), desire for having children within 2 years (aOR = 0.21; p ≤ 0.001) and polygamy (aOR = 0.43; p ≤ 0.001). The odds of contraceptives used was higher among richer wealth index (aOR = 1.45, p = 0.017), partners with higher education (aOR = 2.00, p = 0.029)], parity 1-2 (aOR = 15.53; p ≤ 0.001), 3-4 (aOR = 19.60; p ≤ 0.001), 5 or more (aOR = 17.50; p ≤ 0.001)] and media exposure (aOR = 1.79; p = 0.003).

CONCLUSIONS

The study asserts that women's financial status, partners educational level, and media exposure might be important in promoting the use of modern contraceptives among women in a union in Zimbabwe and other low-income and middle-income countries.

Socioeconomic inequalities and family planning utilization among female adolescents in urban slums in Nigeria

Background/statement of problem

Family planning (FP) utilization is important for preventing unwanted pregnancy and achieving optimal reproductive health. However, the modern contraceptive prevalence rate (mCPR) among women of childbearing age is still low in many low- and middle-income countries (LMIC), particularly in Nigeria, despite interventions to increase access and utilization. The low mCPR has been associated with a high prevalence of unwanted pregnancy, unsafe abortion, sexually transmitted infections such as HIV/AIDS, and high maternal and infant mortality in LMIC. Despite existing studies associating high family planning utilization to urban settings relative to the rural areas, the socioeconomic inequality in urban settings, especially among adolescents in urban slums has been given less research attention. This study examines the role of socioeconomic inequality on family planning utilization among female adolescents of various ethnic backgrounds in urban slums in Nigeria.

Methods

The study utilized data from the Adolescent Childbearing Survey (2019). A total sample of 2,035 female adolescents of ages 14–19 years who were not pregnant at the time of the study and were resident in selected slums. Associations between socioeconomic inequalities—measured by wealth index, social status, and education—and modern contraceptive use were examined using relative and slope inequality indices, and logistic regression models.

Results

The results show that only 15% of the female adolescents in the North, and 19% in the South reported modern contraceptive use. While wealth index and education were important predictors of FP use among adolescents in southern urban slums, only education was important in the North. However, the relative and slope inequality indices further indicate that adolescents with no education and those in the lowest social status group use much fewer contraceptives compared to their counterparts with higher wealth and social statuses. Those with secondary/higher education and the highest social status group, respectively, were more disadvantaged in terms of FP utilization (Education: RII = 1.86, p &lt; 0.05; 95% C.I. = 1.02–2.71; Social Status: RII = 1.97, p &lt; 0.05; 95% C.I. = 1.26–2.68) with results showing a more marked level of disparity when disaggregated by North and South.

Conclusion

The persistent socioeconomic inequalities among female adolescents in Nigeria, especially those in the urban slums, have continued to limit their utilization. Policy measure in education, communication and subsidized contraceptives should be intensified for vulnerable female adolescents in the slums.

Factors associated with discontinuation among long-acting reversible contraceptive users: a multisite prospective cohort study in urban public health facilities in Ethiopia

OBJECTIVE

The study aims to determine discontinuation among long-acting reversible contraceptive users at 3, 6, 9 and 12 months after initiation and its associated factors among new long-acting reversible contraceptive (LARC) users.

DESIGN

A facility-based multicentre prospective cohort study was conducted with a sample size of 1766 women.

SETTING

The study was conducted in five large cities of Ethiopia (Addis Ababa, Gondar, Mekelle, Jimma and Harar) between March 2017 and December 2018. Various referral hospitals and health centres that are found in those cities are included in the study.

PARTICIPANTS

The study population was all women who were new users of LARCs and initiated LARCs in our selected public health facilities during the enrolment period.

INTERVENTIONS

A pretested structured questionnaire was administered at enrolment and at 6 and 12 months to determine discontinuation proportion and factors associated with discontinuation.

RESULT

From the total of 1766 women sampled for the study only 1596 (90.4%) participants completed all the questionnaires including the 12-month follow-up study. The overall proportion of discontinuation of LARCs at 12 months was 21.8% (95% CI 19.8 to 23.9). The overall discontinuation proportions at 3, 6, 9 and 12 months were 2.94%, 8.53%, 3.94% and 6.36%, respectively. Location of method initiation (adjusted HR (aHR)=5.77; (95% CI 1.16 to 28.69)) and dissatisfaction with the method (aHR=0.09; (95% CI 0.03 to 0.21)) were found to be the predictors of discontinuation among intrauterine contraceptive device users. Being satisfied with the method (aHR=0.21; (95% CI 0.15 to 0.27)), initiation after post abortion (aHR=0.48; (95% CI: 0.26, 0.89)) and joint decision with partner for method initiation (aHR=0.67; (95% CI: 0.50, 0.90)) were inversely associated with implant discontinuation.

CONCLUSION

The majority of LARC users discontinue the method in the first 6 months after insertion and dissatisfaction with the method increased the likelihood of removal during the first year of LARC use.

Gaps and evidences on programming postpartum family planning services in Nepal

Background: Postpartum family planning (PPFP) is one of the strategic efforts mentioned in the National Family Planning Strategy 2011/12 and National FP Costed implementation plan 2015-2020 of Nepal. Postpartum women are recognized as one of the groups that need attention to strengthen FP services in the country.  Methods: We conducted a situational analysis in Nepal from December 2019 to May 2020, to identify the needs, gaps and provide evidence for strengthening future programming in this area using a combination of three methods: (i) non-systematic literature review using Google Scholar, Pubmed, and grey literature, (ii) secondary analysis using the dataset from Nepal Demographic and Health Survey (NDHS) 2016 that was based on a two-stage, stratified, nationally representative sample of households, and (iii) virtual assessment in purposively selected eight health facilities using  a standard checklist related to PPFP. Results: Results show a lower modern contraceptive uptake (22.6%) and higher unmet need (31.5%) among postpartum women compared to all currently married women (43% and 24% respectively).  Three most commonly used modern contraceptive methods among postpartum women in Nepal are injectables (8%), male condoms (7%), and oral contraceptive pills (3%). The PPFP services are available only in limited health facilities and were not integrated in Antenatal care (ANC), Postnatal care (PNC), childbirth and immunization services. Provision of family planning counseling during the ANC period is not recorded in the ANC card.  Male partners do not participate in family planning counseling. Similarly, the uptake of family planning services at immunization, child health, and postnatal clinics is not recorded. Conclusion: This analysis provided evidence of the current status of PPFP in the country. There are gaps and challenges especially in strategy and guidelines, training, regular supply of commodities, awareness of PPFP, recording and reporting of PPFP. These gaps should be addressed with appropriate strategies.

Men's social networks, social norms, & family planning in Benin

To address low family planning (FP) use and high unmet need in West Africa, attention has been paid to addressing FP-related social networks and norms. Most work focuses on women. This analysis assesses men's FP-related social networks and norms and their relation to FP use in Benin using data from baseline surveys from the Tékponon Jikuagou intervention. We descriptively analysed men's egocentric FP-related social networks and norms at the village level. Multivariable logistic regression analyses (N = 885) examined the relationship between FP-related social networks, norms, and men's current and future FP use. Twenty-three percent of men reported current modern contraception use and 47% reported intended future use. Most had few network members. While most believed it was acceptable to discuss FP, few talked with peers about FP and most did not discuss FP with their partner(s). In multivariable analyses, neither networks nor norms were significantly related to men's FP use. Men's networks being small and men rarely discussing FP indicate an opportunity for village-based approaches to engage men in FP discussions and spark FP dialogue within couples, between men, and within villages. Future work should further explore the relationship between men's social networks, norms, and FP use.

Contextual factors associated with contraceptive utilization and unmet need among sexually active unmarried women in Kenya: A multilevel regression analysis

BACKGROUND

Unmarried women who report less recent sexual intercourse (>30 days from survey enumeration) are largely excluded from global health monitoring and evaluation efforts. This study investigated level and contextual factors in modern contraceptive utilization and unmet need within this overlooked female subpopulation in Kenya from 2014 to 2019.

METHODS

This study analyzed data from the Performance Monitoring and Accountability (PMA) survey in Kenya, a nationally representative survey of female respondents, to understand the level and contextual factors for family planning utilization and unmet need within female subgroups including married, unmarried sexually active (defined as sexual intercourse within 30 days of survey enumeration), and unmarried with less recent sexual intercourse (defined as sexual intercourse 1-12 months prior to survey enumeration). The analysis included multilevel regression modeling to assess correlates on outcomes of modern contraceptive prevalence rate (mCPR), unmet need, and recent emergency contractive pill (ECP) use, which is a unique PMA question: "Have you used emergency contraception at any time in the last 12 months?".

RESULTS

Cumulatively, the surveys enumerated 19,161 women and this weighted analysis included 12,574 women aged 15-49 from three female subgroups: 9,860 married women (78.4%), 1,020 unmarried sexually active women (8.1%), and 1,694 unmarried women with less recent sexual intercourse (13.5%). In 2019, while controlling for covariates, unmarried women with less recent sexual intercourse exhibited statistically significant differences (p-value<0.02) in current mCPR, mCPR at last sexual intercourse, unmet need for modern contraceptives, and recent ECP use. As compared to an unmarried woman with less recent sexual intercourse (i.e., reported sex 1-12 months prior to survey), the odds of an unmarried sexually active woman (i.e., reported sex within last 30 days of survey) currently using modern contraceptives was 2.28 (95% CI: 1.64, 3.18), using modern contraceptives at last sexual intercourse was 1.44 (95% CI: 1.06, 1.95), and having an unmet need for modern contraceptives was 2.01 (95% CI: 1.29, 3.13) while controlling for covariates. The odds of a married woman using ECP during the last 12 months was 0.60 (95% CI: 0.44, 0.82) as compared to an unmarried woman with less recent sexual intercourse. In 2019, unmarried women with less recent sexual intercourse reported the highest rate of ECP use during the last 12 months at 13.5%, which was similar for unmarried sexually active women at 13.3%. Since 2014, summary measures of unmet need and total demand for modern contraceptives increased for unmarried women with less recent sexual intercourse, but declined for the other female subgroups.

CONCLUSION

In Kenya, unmarried women with less recent sexual intercourse exhibited significantly different contraceptive utilization, unmet need, and recent emergency contraceptive use. Moreover, changes over time in key family planning indicators were asymmetrical by female subgroup. This study identifies an important monitoring gap regarding unmarried women with less recent sexual intercourse. Evidence dissemination by the global measurement community for these unmarried women is exceedingly scarce; therefore, developing an inclusive research agenda and actionable information about these marginalized women is needed to enable targeted planning and equitable service delivery.

Spatial variations in family planning demand to limit childbearing and the demand satisfied with modern methods in sub-Saharan Africa

Background

There is an increasing demand for family planning to limit childbearing in sub-Saharan Africa (SSA). However, limited studies have quantified the spatial variations. This study examined: (i) the spatial patterns in the demand for family planning to limit childbearing and satisfied with modern methods, and (ii) the correlates of the demand for family planning to limit childbearing satisfied with modern methods in SSA.

Methods

This study analyzed secondary data on 306,080 married/in-union women obtained from Demographic Health Surveys conducted between 2010 and 2019 in 33 sub-Saharan African countries. We conducted exploratory spatial data analysis, with countries as the unit of analysis. We also performed regression analysis to determine the factors associated with demand for family planning to limit childbearing satisfied with modern methods in SSA.

Results

The mean percentage of women who demanded for family planning to limit childbearing by country was 20.5% while the mean prevalence of demand for family planning to limit childbearing satisfied with modern methods by country was 46.5%. There was a significant positive global spatial autocorrelation in the demand for family planning to limit childbearing (global Moran’s I = 0.3, p = 0.001). The cluster map showed the concentration of cold spots (low–low clusters) in western and central Africa (WCA), while hot spots (high–high clusters) were concentrated in eastern and southern Africa (ESA). Also, the demand for family planning to limit childbearing satisfied with modern methods showed significant positive global spatial autocorrelation (global Moran’s I = 0.2, p = 0.004) and concentration of cold spots in WCA. In the final multivariable regression model the joint family planning decision making (β = 0.34, p < 0.001), and antenatal care (β = 13.98, p < 0.001) were the significant factors associated with the demand for family planning to limit childbearing satisfied by modern methods.

Conclusions

There are significant spatial variations in the demand for family planning to limit childbearing and the demand satisfied by modern methods, with cold spots concentrated in WCA. Promoting joint decision making by partners and increasing uptake of antenatal care may improve the demand for family planning to limit childbearing satisfied with modern methods.

In sub-Saharan Africa (SSA), studies have shown that the proportion of married women who want to stop having children has been increasing as well as the proportion using modern contraceptive methods among them. These studies also indicated that this proportion of women are higher in certain regions of Africa than the others. To extend these previous findings, we performed geographical analysis to assess how the proportion of married/in-union women who want to stop having children and the ones using modern methods among them differ geographically. Our findings indicated that neighboring countries where the proportion of married/in-union women who want to stop having children was higher than the overall average were concentrated in eastern and southern Africa (ESA), while neighboring countries in which the proportion of married/in-union women who want to stop having children was lower than the overall average were concentrated in western and central Africa (WCA). Similarly, the results also showed that neighboring countries where the proportion of married/in-union women using modern contraceptive methods among those who want to stop having children was lower than the overall average were concentrated in WCA. Our findings suggest that increasing joint decision making on family planning and uptake of antenatal care in SSA may improve the use of modern contraceptive methods among married/in-union women who want to stop childbearing.

[Worldwide contraception]

The latest statistics concerning contraceptive use in the world have been published in 2019 by the United Nations. Among the 1.9 billion of women of reproductive age (15-49 years), 1.1 billion have a need for family planning. Among them, 190 millions are not using any contraception, although they wanted to avoid a pregnancy. There is a significant discrepancy among continents concerning the percentage of contraceptive use and the distribution of the different types of contraception. Female sterilization is the most widespread method of contraception since it represents 24% of all contraception methods used. Male condoms is used by 21% of couples. Thus, progress is still needed to disseminate effective, well tolerated and potentially reversible methods of contraception. Education of females, couples, medical and paramedical staff is one of the priority targets to improve contraception throughout the world.

Determinants of modern contraceptive utilization among married women in sub-Saharan Africa: multilevel analysis using recent demographic and health survey

BACKGROUND

Family planning is a low-cost, high-impact public health and development strategy to improve child and maternal health. However, there is a lack of evidence on modern contraceptive use and determinants in sub-Saharan Africa. Hence, this study aimed at determining the pooled prevalence and determinants of modern contraceptive utilization among married women of sub-Saharan Africa.

METHODS

Thirty-six sub-Saharan African countries' demographic and health survey (DHS) data were used for pooled analysis. A total weighted sample of 322,525 married women was included. Cross tabulations and summary statistics were done using STATA version 14 software. The pooled prevalence of modern contraceptive utilization with a 95% Confidence Interval (CI) was reported. Multilevel regression analysis was used to identify the determinants of modern contraceptive use among married women. Four models were fitted to select the best-fitted model using the Likelihood Ratio (LLR) and Deviance test. Finally, the model with the highest LLR and the smallest deviance was selected as the best-fitted model.

RESULTS

The pooled estimate of modern contraception use in sub-Saharan African countries was 18.36% [95% CI: 18.24, 18.48], with highest in Lesotho (59.79%) and the lowest in Chad (5.04%). The odds of modern contraception utilization were high among women living in East Africa [AOR = 1.47 (1.40, 1.54)], urban areas [AOR = 1.18 (1.14, 1.24)], and women with primary [AOR = 1.49 (1.44, 1.55)] and secondary and above educational level [AOR = 1.66 (1.58, 1.74)]. Moreover, husbands with primary educational level [AOR = 1.38 (1.33, 1.42)], middle [AOR = 1.17, (1.14, 1.21)], rich wealth status [AOR = 1.29 (1.25, 1.34)], media exposure [AOR = 1.25 (1.22, 1.29)], and postnatal care (PNC) utilization [AOR = 1.25 (1.22, 1.29)] had higher odds of modern contraceptive utilization compared with their counter parts. Furthermore, deliver at health facility [AOR = 1.74 (1.69, 1.79)] and birth order 2-4 [AOR = 1.36 (1.31, 1.41)] had higher odds of modern contraceptive utilization. On the other hand, women living in Central [AOR = 0.23 (0.22, 0.24)], Western regions [AOR = 0.46 (0.40, 0.54)], women who decided with husband [AOR = 0.90 (0.87, 0.93)], and decisions by husband alone [AOR = 0.73 (0.71, 0.75)] decreased the odds of modern contraceptive utilization.

CONCLUSION

The uptake of modern contraception in sub-Saharan Africa is low. Modern contraceptive utilization is affected by different factors. More attention needs to be given to rural residents, illiterate women, and communities with low wealth status.

Link between unmet need and economic status in Bangladesh: gap in urban and rural areas

Background

Unmet need for family planning (FP) is a core concept in designing FP programmes and reduction of unmet need for FP can improve reproductive and maternal health services. Bangladesh is still away from achieving the target regarding unmet need for FP. This study aimed to explore the composite effect of economic status and place of residence on unmet need for FP among currently married women of reproductive age in Bangladesh after controlling the effect of other selected covariates.

Methods

The study used the data extracted from the Bangladesh Demographic and Health Survey (BDHS) 2017–2018, which is a nationally representative survey implemented using a stratified two-stage cluster sample design. A total of 13,031 currently married women of reproductive age were included in the final analysis. Binary logistic regression model has been employed to identify the factors influencing the unmet need for FP. Model-I investigated the effect of composite variable place-wealth on unmet need for FP and Model-II examined the effect of place-wealth on unmet need for FP after adjusting for the effect of other selected covariates. The Odds Ratios with p-values were reported to identify significant covariates.

Results

The rate of unmet need for FP was 15.48%. The composite factor of economic status and place of residence had significant influence on unmet need for FP in both models. Generally, rural women were significantly more likely to have unmet need for FP than their urban counterparts. In particular, women from rural areas and belong to rich families had the highest likelihoods of unmet need for FP. The other selected covariates also had significant influence on unmet need for FP.

Conclusion

This study shows that rural women had higher odds of unmet need for FP than urban women. The healthcare providers and stakeholders should take necessary actions to motivate women to use contraceptive specially the women who are residing in the rural areas.

Unmet need for contraception and associated factors among women with cardiovascular disease having follow-up at Saint Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia: a cross-sectional study

Background

Unmet need for contraception refers to the proportion of women who want to postpone or stop childbearing but are not using a contraceptive method. Addressing unmet need is especially important for women with medical conditions such as cardiovascular disease (CVD). Preventing unintended pregnancy is crucial to improve pregnancy outcomes and minimize complications of CVD during pregnancy. However, unmet need for contraceptives continues to undermine the potential benefits of contraceptive use. This research aimed to determine the rate of unmet need for contraceptives and associated factors among women with cardiovascular disease having follow-up at Saint Paul’s Hospital Millennium Medical College (SPHMMC), Addis Ababa, Ethiopia.

Methods

A facility-based cross-sectional study was conducted from February 1 to May 31/2020. A total of 284 reproductive age women with cardiovascular disease having follow-up at the cardiac clinic of SPHMMC were enrolled consecutively until the desired sample size was reached. Data was collected through an exit interview using a structured and pretested questionnaire. Descriptive, bivariate, and multivariable methods were used to analyze the level of unmet need and its associated factors.

Results

The overall unmet need for contraception was 36.0% (95% CI: 30.4–41.5). The majority of the respondents lack counseling on contraception use. The most common reasons for non-use of a contraceptive method were fear of drug side effects and drug interaction. Unmet need for contraception was found to be more likely among those who have not been counseled on contraceptive utilization (AOR 6.7, CI 1.8–24.7) and those who lack partner support on contraception use (AOR = 6.2, CI: 1.91–19.8). Unmet need was also found to be more likely among women who have never used contraception before (AOR = 3.2, CI 1.12–8.92).

Conclusion

Unmet need for contraception was high in this high-risk population group. The cardiac follow-up clinic should implement client-centered counseling by a multidisciplinary team to address the needs of women and prevent consequences of unintended pregnancy. Furthermore, there is a need to initiate interventions that encourage communication between couples and increase male partner involvement through a renewed focus on couples counseling.

Supplementary Information

The online version contains supplementary material available at 10.1186/s40834-022-00173-0.

The impact of having a dedicated obstetrics and gynecology resident to provide contraceptive counseling on immediate postpartum family planning uptake: a "pre-post" study

Background

Providing effective, high quality, antenatal and postpartum contraceptive counseling can reduce unintended pregnancies, decrease maternal and fetal morbidity and mortality, and prevent unsafe abortions. The postpartum period is a critical time to address unmet family planning need and to reduce the risks of short interpregnancy interval. This study aimed at determining the impact of assigning a dedicated obstetrics and gynecology resident for postpartum family planning counselling on the uptake of immediate postpartum family planning.

Methods

A “pre-post” observational study was conducted at Saint Paul’s Hospital Millennium Medical College (SPHMMC), in Addis Ababa-Ethiopia, from May 1, 2021 to June 30, 2021. Immediate postpartum family planning uptake between the months of June (when there was a dedicated resident assigned for postpartum family planning counselling and provison on weekdays) and May (when there was no such dedicated resident for similar purpose) were compared. Data was analyzed using SPSS version 20 software packages. Simple descriptive was used to describe baseline characteristics. Chi-square test of association was done to determine the correlation between dependent and independent variables. Multivariate regression analysis was applied to determine factors associated with uptake of family planning methods in the immediate postpartum period. Odds ratio, 95% CI, and p-value < 0.05 were used to describe results significance.

Results

Out of 776 mothers who delivered at SPHMMC in the month of June 2021, 158 (20.4%) of them used immediate postpartum family planning. This finding during the month of June is higher than a 15.4% immediate postpartum family planning uptake observed during the preceding month of May. Having a dedicated resident for postpartum family planning counselling was associated with an increase in immediate postpartum family planning use (AOR = 1.31, 95% CI [1.01, 1.69]).

Conclusion

In this study, presence of a dedicated obstetrics and gynecology resident for postpartum family planning counselling was associated with an increase in the uptake of immediate postpartum family planning. This implies the importance of assigning a dedicated care provider for the purpose of postpartum family planning counselling within the immediate postpartum, which gives postpartum women another opportunity of adequate counselling before they are discharge from Hospitals or obstetric service centers.

The postpartum period is a critical time to address unmet family planning need and to reduce the risks of short interpregnancy interval and unintended pregnancies, which translates in to a decrease in maternal and fetal morbidity and mortality. In this study, postpartum women who were counselled for family planning by dedicated obstetrics and gynecology resident were more likely to use immediate postpartum family planning (PPFP) compared to women who were not counselled by such care provider. This study aimed at determining the impact of assigning a dedicated obstetrics and gynecology resident for postpartum family planning counselling, by comparing immediate PPFP (family planning provided after delivery and before discharge of mothers from Hospital) uptake between the months of June (when there was a dedicated resident) and May (when there was no dedicated resident), in 2021. Out of 908 deliveries during the month of May, the uptake of immediate PPFP was 15.4%, which was significantly lower than an uptake of 20.4% in the following month of June. Mothers who delivered during the month of June were 1.3 times more likely to use immediate PPFP than mothers who delivered in the preceding month of May. In conclusion, presence of a dedicated obstetrics and gynecology resident for postpartum family planning counselling was associated with an increase in the uptake of immediate postpartum family planning.

Utilisation of immediate postpartum family planning among postpartum women at public hospitals of North Shoa Zone, Ethiopia: a cross-sectional study

OBJECTIVE

This study aimed to assess the prevalence of immediate postpartum family planning utilisation and the associated factors among postpartum women at public hospitals of North Shoa Zone, Ethiopia.

DESIGN AND METHODS

A facility-based cross-sectional study was conducted in 1-30 May 2020. Systematic random sampling technique was used to select the participants. Data were collected through a face-to-face interview using a structured and pretested questionnaire. Univariate and multivariable logistic regression analyses were employed. In multivariable logistic regression analysis, p<0.05 and adjusted OR (AOR) with 95% CI were used to declare statistically significant factors.

SETTING AND PARTICIPANTS

The study was conducted at public hospitals of North Shoa Zone, Ethiopia. A total of 394 postpartum women within 48 hours after giving birth before discharge from the selected hospitals were enrolled in the study.

OUTCOME

Immediate postpartum family planning utilisation (used or not used).

RESULTS

Of the total 394 participants, 84 (21.3%) used immediate postpartum family planning. The factors associated with immediate postpartum family planning utilisation were women's age (30-34 years) (AOR: 0.118; 95% CI 0.023 to 0.616), planning status of pregnancy (AOR: 3.175; 95% CI 1.063 to 9.484), reproductive intention (AOR: 5.046; 95% CI 1.545 to 16.479), partner support (AOR: 4.293; 95% CI 1.181 to 15.61), attitude towards family planning (AOR: 2.908; 95% CI 1.081 to 7.824) and maternal satisfaction with intrapartum care (AOR: 6.243; 95% CI 2.166 to 17.994).

CONCLUSION

In the study area, only less than a quarter of postpartum women used immediate postpartum family planning. Therefore, enhancing immediate postpartum family planning utilisation, strengthening community awareness to develop a favourable attitude towards family planning, promoting partner involvement in family planning and ensuring maternal satisfaction during intrapartum care are essential.

Contraceptive use among young women of pastoral communities of Karamoja sub-region in Uganda

Sexual and reproductive health is an important part of general health globally recognised in Sustainable Development Goal (SDG) 3. Access to sexual and reproductive health services such as contraception provides young people with the opportunity to make informed choices regarding reproductive health. However, poor sexual and reproductive health is evident in numerous forms including sexually transmitted infections, unwanted pregnancies and unsafe abortion. In this paper, we examine the experiences of contraceptive use among young women living in pastoral communities. Findings derive from a qualitative contextual analysis of adolescent sexual and reproductive health conducted in the Karamoja sub-region of Uganda. Focus group discussions and in-depth interviews were conducted with married young women aged 15-19. Audio recordings and field notes were taken during interviews. Thematic data analysis was conducted aided by Atlas.ti software. Findings reveal that young women living in pastoralist communities experience challenges which deter their use of contraception. Contraceptive use experiences, socio-cultural values and practices, the attitudes of service providers, and livelihood necessities of pastoralism cause low uptake of contraception. Adequate understanding of the experiences and associated values encountered by such vulnerable and marginalised groups in the use of contraception is critical in addressing the challenge to achieving SDG targets.

Can women's 3E index impede short birth interval? evidence from Bangladesh Demographic and Health Survey, 2017-18

BACKGROUND

Women's empowerment, education, and economic status are jointly introduced as women's 3E. A number of studies found the significant association of these three variables with maternal health outcomes, but no studies, to the best of knowledge, have been found to justify the joint influence of women's 3E on the birth interval. As several studies have revealed that the short birth interval increases the risk of adverse maternal, perinatal, and infant outcomes and it is also responsible for increasing the country's population size, more research is needed on the birth interval. Therefore, the present study aimed to investigate the influence of women's 3E on the short birth interval after controlling the other selected covariates.

METHODS

Data from the Bangladesh Demographic and Health Survey (BDHS), 2017-18 have been used to serve the purpose of the study. To measure the birth interval, at least two live births for non-pregnant mothers and at least one live birth for currently pregnant mothers born in the 5 years before the survey were included in the study. The Chi-Square test was applied to know the unadjusted association of the selected covariates including women's 3E with the short birth interval. In order to find out the adjusted association of women's 3E with the short birth interval, sequential binary logistic regression models have been used.

RESULTS

The study found that about 23% of births in Bangladesh were born in a short birth interval. The likelihood of subsequent births of women decreases with an increase in the score of women's 3E before or after controlling the characteristics of women, child, and households. The results of the final model show that mothers with the coverage of 50% - 75%, 75% - 100%, and full coverage (100%) in 3E have a 23%, 41%, and 42% lower odds of having short birth interval compared to mothers with coverage of below 50% in 3E, respectively.

CONCLUSION AND RECOMMENDATION

Bangladesh still lags behind in meeting the minimum requirements for inter-birth intervals set by the World Health Organization. The study has shown that the 3E in women can contribute in prolonging the duration of subsequent births in Bangladesh. Policy-making interventions are needed to raise awareness among uneducated, under-empowered and economically poor reproductive women through family planning and fertility control programs so that the country can achieve the desired fertility rate.

Individual, household, and community-level predictors of modern contraceptive use among married women in Cameroon: a multilevel analysis

Background

Unintended pregnancy remains a major public health and socio-economic problem in sub-Saharan African countries, including Cameroon. Modern contraceptive use can avert unintended pregnancy and its related problems. In Cameroon, the prevalence of modern contraceptive use is low. Therefore, this study investigated the individual/household and community-level predictors for modern contraceptive use among married women in Cameroon.

Methods

Data for this study were derived from the nationally representative 2018–2019 Cameroon Demographic and Health Survey. Analysis was done on 6080 married women in the reproductive age group (15–49 y) using Stata version 14 software. Pearson χ² test and multilevel logistic regression analysis were conducted to examine the individual/household and community-level predictors of modern contraceptive use. Descriptive results were presented using frequencies and bar charts. Inferential results were presented using adjusted odds ratios (aORs) with 95% confidence intervals (CIs).

Results

The results show only 18.3% (95% CI 16.8 to 19.8) of married women in Cameroon use modern contraceptives. Women's age (45–49 y; aOR 0.22 [95% CI 0.12 to 0.39]), education level (secondary education; aOR 2.93 [95% CI 1.90 to 4.50]), occupation (skilled manual; aOR 1.46 [95% CI 1.01 to 2.11]), religion (Muslim; aOR 0.63 [95% CI 0.47 to 0.84]), wealth quintile (richest; aOR 2.22 [95% CI 1.35 to 3.64]) and parity (≥5; aOR 3.59 [95% CI 2.61 to 4.94]) were significant individual/household-level predictors. Region (East; aOR 3.63 [95% CI 1.97 to 6.68]) was identified as a community-level predictor.

Conclusions

Modern contraceptive use among married women in Cameroon is low. Women's education and employment opportunities should be prioritized, as well as interventions for married women, ensuring equity in the utilization of modern contraceptives across regions.

Determinants of contraceptive use among women 0-23 months postpartum in Kitui County, Kenya: A cross-sectional study

The risk of unintended pregnancy is high in the postpartum period, especially during the first year of delivery. Yet, short birth intervals are associated with increased risk of adverse maternal and infant outcomes. In Kenya, despite women having multiple contacts with healthcare providers during their pregnancy and postpartum journeys, uptake of contraceptives during the postpartum period remains low. We examine factors that determine contraceptive use among postpartum women in Kitui County, Kenya.A cross-sectional study was conducted in six sub-counties of Kitui County covering a random sample of 768 postpartum women in April 2019. Logistic regression was used to study the association between uptake of contraceptives among women 0-23 months postpartum and several explanatory variables that included socio-demographic characteristics and facility-level factors. Overall, 68% of women in Kitui County reported using contraceptives. The likelihood of contraceptive use increased with the increase in the number of known family planning methods. Women who discussed family planning with a health worker within the last 12 months were 2.58 (95%CI: 1.73, 3.89) times more likely to use contraceptives during the postpartum period compared to those who did not. There was an increased odds of contraceptive uptake among women who received family planning information or service during postnatal care than those who did not (aOR = 2.04, 95%CI: 1.30, 3.24). A positive association was also found between contraceptive use and receipt of family planning information or service during immunization visits or during child well visits. It is evident that facility-level factors such as discussing family planning with women; educating women about different family planning methods; providing family planning information or services during postnatal care, immunization, or well child visits are associated with increased likelihood of contraceptive uptake by women during postpartum period. Programs targeting enhancing women's attendance of postnatal care clinics should be encouraged.

Postpartum contraceptive initiation and use: Evidence from Accra, Ghana

BACKGROUND

Postpartum contraceptive use reduces unintended pregnancies and results in better health outcomes for children and women. However, there is a dearth of knowledge on postpartum contraceptive use in Ghana, particularly among women in low-income urban settings. To shed light on strategies that might enhance access to postpartum family planning services in low-income urban settings, we examined contraceptive use among postpartum women in Accra, Ghana, at 1, 3, 6, and 12 months following the birth and the methods used. The predictors of modern contraceptive use in the 12-month postpartum period were also examined.

METHODS

Data come from a cross-sectional survey conducted in 2018 among 624 women aged 16-44 years who reported giving birth in the past 13-31 months prior to the interview. We generated descriptive statistics to examine the prevalence of contraceptive use among postpartum women at 1, 3, 6, and 12 months after birth. We further estimated a binary logistic regression to examine the predictors of modern contraceptive use at 12 months postpartum.

RESULTS

Forty percent of postpartum women never used any contraceptive method during 1 year after birth and of those who used a method, 40% relied on traditional methods. Moreover, 29% of women started using a method the immediate 1 month post-birth. Results further show that postpartum modern contraceptive uptake was positively associated with higher education, having more live births, and being currently in a union.

CONCLUSIONS

Findings highlight that there may be opportunities to improve the quality of counseling during antenatal and postnatal care visits by clients to ensure fully informed choices regarding postpartum contraception. Community outreach by health providers/promoters or similar models should be promoted in low-income population settings to educate postpartum women on modern contraceptive use. Women who plan to use traditional methods should be provided with information on the consistent and correct use of these methods.

Uptake of postpartum modern family planning and its associated factors among postpartum women in Ethiopia: A systematic review and meta-analysis

OBJECTIVE

This study aimed to estimate the pooled prevalence and factors associated with postpartum modern contraceptive use in Ethiopia.

DESIGN

Systematic Reviews and Meta-Analysis.

METHOD

PubMed, MEDLINE, EMBASE, Hinari, Google Scholar, direct Google search, African Journal Online (AJOL), an online repository, and gray kinds of literature were used for searching. This meta-analysis included eighteen cross-sectional studies. The quality appraisal criterion of the Joanna Briggs Institute (JBI) was employed to critically appraise papers. The I2 statistics were used to test heterogeneity and subgroup analysis was computed with the evidence of heterogeneity. The Egger test with funnel plot was used to investigate publication bias. The "generate" command in STATA was used to calculate the logarithm and standard error of the odds ratio (OR) for each included study. Then odds ratio (OR) with a 95% confidence interval (CI) was presented.

RESULT

Eighteen studies were included in the systematic review and meta-analysis. The pooled prevalence of modern postpartum family planning utilization among postnatal women in Ethiopia was 45.44% (95%CI: 31.47, 59.42).Prenatal family planning counseling (AOR = 3.80; 95%CI: 2.70, 5.34), postnatal care utilization (AOR = 3.07; 95%CI: 1.39, 6.77), spouse communication on family planning (AOR = 1.86; 95%CI:1.36,2.54), resumption of menses (AOR = 4.20; 95%CI: 2.95, 5.99), and resumption of sexual activity (AOR = 3.98; 95%CI: 2.34, 6.79) were associated factors to uptake modern postpartum family planning among postnatal women.

CONCLUSION

The pooled prevalence of postpartum modern contraceptive use was low. The most common factors significantly associated with postpartum modern contraceptive use were prenatal family planning counseling, postnatal care utilization, spouse communication on family planning, resumption of menses, and resumption of sexual activity were the commonest factors significantly associated with postpartum modern contraceptive use.

What's so troubling about 'voluntary' family planning anyway? A feminist perspective

Voluntary family planning is a key mainstay of demographic work and population policies. The 1994 International Conference on Population and Development (ICPD) signalled a decisive shift away from fertility reduction and target-setting to an emphasis on voluntary family planning as intrinsic to reproductive health and women's empowerment. Yet, criticisms of voluntary family planning programmes persist, interrogating how 'voluntariness' is understood and wielded or questioning the instrumentalization of women's fertilities in the service of economic and developmental goals. In this paper, I reflect on these debates with the aim of troubling the notion of voluntary family planning as an unambiguous good that enables equitable empowerment and development for all. Drawing on literature from cognate disciplines, I highlight how voluntariness is linked to social and structural conditions, and I challenge the instrumentalization of voluntary family planning as a 'common agenda' to solve 'development' problems. Engaging with this work can contribute to key concepts (e.g. 'voluntary') and measurements (e.g. autonomy), strengthening the collective commitment to achieving the ICPD and contributing to reproductive empowerment and autonomy. Through this intervention, I aim to help demographers see why some critics call for a reconsideration of voluntary family planning and encourage a decoupling of interventions from fertility reduction aims, instead centring human rights, autonomy, and reproductive empowerment.

Postpartum contraceptive practices among urban and peri-urban women in North India: a mixed-methods cohort study protocol

BACKGROUND

Postpartum family planning (PPFP) helps women space childbirths, increase exclusive breastfeeding and prevent unintended pregnancies, leading to reduction in maternal, infant and child morbidities and mortality. Unmet need of family planning is highest among women in the postpartum period due to lack of knowledge, cultural and religious barriers, access barriers and low antenatal care service utilization. However, in spite of low prevalence of postpartum family planning practices, birth-to-birth interval is reportedly high in Delhi, India. This study explores the postpartum contraception practices and the relationship between use of postpartum contraception and subsequent child linear growth.

METHODS

This is a mixed method cohort study on PPFP and is nested within an ongoing "Women and Infants Integrated Interventions for Growth Study" (WINGS). Married women aged 18-30 years who have delivered a live baby are recruited for quantitative interviews at 6 weeks, 6, 12, and 24 months postpartum. In-depth interviews are conducted with a randomly selected sub-sample of women at each of the four time points, 35 husbands and 20 local service providers to understand their perspectives on PPFP practices.

DISCUSSION

The findings from the study will provide useful insights into couples' contraception preferences and choice of contraception, modern and traditional, initiation time and the effect of birth spacing and contraception use on subsequent linear growth of the child. This knowledge will be of significant public health relevance and will help in designing appropriate interventions for appropriate postpartum contraception use and delivery strategies. The study aims to work address the Sexual and Reproductive Health and Rights goal of promoting reproductive health, voluntary and safe sexual and reproductive choices for women.

TRIAL REGISTRATION

Trial registration number: CTRI/2020/03/023954 .

Spatial distribution and factors associated with modern contraceptive use among women of reproductive age in Nigeria: A multilevel analysis

BACKGROUND

Evidence suggests that in countries with high fertility and fecundity rates, such as Nigeria, the promotion of modern contraceptive use prevents approximately 32% and 10% of maternal and child mortality, respectively. Therefore, this study aimed to assess the spatial distribution of modern contraceptive use and its predictors among women of reproductive age in Nigeria.

METHODS

The study employed a cross-sectional analysis of population-based data involving 24,281 women of reproductive age in Nigeria. The study adopted both multilevel and spatial analyses to identify the predictors of modern contraceptive use and its spatial clustering among women in Nigeria.

RESULTS

Modern contraceptive use among the study population in Nigeria ranged from 0% to 75%, with regional variations. The spatial analysis showed that areas with a low proportion of modern contraceptive use were Sokoto, Yobe, Borno, Katsina, Zamfara, Kebbi, Niger, Taraba and Delta. Areas with a high proportion of modern contraceptive use were Lagos, Oyo, Osun, Ekiti, Federal capital territory, Plateau, Adamawa, Imo, and Bayelsa. The multilevel analysis revealed that at the individual level, women with secondary/higher education, women from the Yoruba ethnic group, those who had four children and above, and those exposed to mass media had higher odds of using modern contraceptives. On the other hand, women who were 35 years and above, those who were married, and women who were practicing Islam were less likely to use modern contraceptives. At the household/community level, women from the richest households, those residing in communities with medium knowledge of modern contraceptive methods, and women residing in communities with a high literacy level were more likely to use modern contraceptives.

CONCLUSION

There were major variations in the use of modern contraception across various regions in Nigeria. As a result, areas with low contraceptive rates should be given the most deserving attention by promoting contraceptive education and use as well as considering significant factors at the individual and household/community levels.

Assessing the Reliability of the Retrospective Reproductive Calendar: Evidence from Urban Kenya

The reproductive calendar is a data collection tool that collects month-by-month retrospective histories of contraceptive use. This survey instrument is implemented in large-scale demographic surveys, but its reliability is not well-understood. Our analysis helps to address this research gap, using longitudinal panel data with overlapping calendars from urban Kenya. Our findings indicate calendar data collected in 2014 underestimated 2012 reports of current use by 5 percentage points. And while the overall percentage of women reporting at least one episode of contraceptive use was similar across the two calendars (67 percent vs. 70 percent), there was notable disagreement in contraceptive behavior when comparing the histories of individual women; less than 20 percent of women with any contraceptive use reported the exact same pattern of use in both calendars. Low calendar reliability was especially apparent for younger women and those with complicated contraceptive histories. Individual-level discordance resulted in a small difference in 12-month discontinuation rates for the period of calendar overlap; when surveyed in 2014, women reported a 12-month discontinuation rate of 39 percent, compared to a rate of 34 percent reported in 2012. When using retrospective calendar data, attention must be paid to the potential for individual reporting errors.

Immediate Postpartum Long-Acting Reversible Contraception: A Comparison Across Six Humanitarian Country Contexts

Postpartum family planning (FP) could prevent more than 30% of maternal deaths by effectively spacing births; this is particularly relevant in humanitarian contexts given that disproportionate maternal death occurs in countries affected by crises. In humanitarian settings, where accessing functional facilities is challenging with security risks that constrain movement, many women are unable to return for their 6-week postpartum visits and thus unable to receive FP counseling and adopt a method that suits their fertility intentions. Thus, immediate postpartum family planning (IPPFP) interventions, focused on long-acting reversible contraception (LARC) and tailored toward humanitarian contexts, could contribute to healthy timing and spacing of pregnancy, particularly among postpartum women, and improve maternal and newborn health. In 2014, Save the Children integrated postpartum intrauterine device (IUD) services into its FP package in emergency settings. In 2017, this expanded to include postpartum implant uptake as well, given updated World Health Organization guidelines. Three countries (Democratic Republic of Congo, Somalia, and Pakistan) opted for higher-intensity programming for IPPFP with a specific focus on LARC. This involved training delivery-room providers on counseling and provision of IPPFP, as well as training antenatal care nurses in counseling pregnant women on IPPFP options. Three countries (Rwanda, Syria, and Yemen) did not implement notable IPPFP interventions, although they provided the standard of care and monitored provision via monthly service delivery data. Using data from 2016 to 2019, we examined trends in immediate postpartum LARC (IPP LARC) uptake and compared countries with higher-intensity IPP LARC interventions to countries providing standard care. Tests of association were performed to assess the significance of these differences. In the country programs with higher-intensity IPPFP interventions, IPP LARC as a percentage of all deliveries was much higher overall during the July 2016-December 2019 period. The IPP LARC intervention had a significant impact on the overall proportion of women and girls who adopted an IUD or implant within the first 48 h of delivery, F _{(1, 250)} = 523.16, p < 0.001. The mean percentage of IPP LARC among all deliveries in intervention country programs was 10.01% as compared to 0.77% in countries providing standard care. Results suggest that there is demand for IPP LARC in humanitarian contexts and that uptake increases when multipronged solutions focusing on provider training, community outreach, and service integration are applied.

Assessing Wealth-Related Inequalities in Demand for Family Planning Satisfied in 43 African Countries

Background: Around 80% of the African population lives in urban areas, and a rapid urbanization is observed in almost all countries. Urban poverty has been linked to several sexual and reproductive health risks, including high levels of unintended pregnancies. We aim to investigate wealth inequalities in demand for family planning satisfied with modern methods (mDFPS) among women living in urban areas from African countries.

Methods: We used data from 43 national health surveys carried out since 2010 to assess wealth inequalities in mDFPS. mDFPS and the share of modern contraceptive use were stratified by groups of household wealth. We also assessed the ecological relationship between the proportion of urban population living in informal settlements and both mDFPS and inequalities in coverage.

Results: mDFPS among urban women ranged from 27% (95% CI: 23–31%) in Chad to 87% (95% CI: 84–89%) in Eswatini. We found significant inequalities in mDFPS with lower coverage among the poorest women in most countries. In North Africa, inequalities in mDFPS were identified only in Sudan, where coverage ranged between 7% (95% CI: 3–15%) among the poorest and 52% (95% CI: 49–56%) among the wealthiest. The largest gap in the Eastern and Southern African was found in Angola; 6% (95% CI: 3–11%) among the poorest and 46% (95% CI: 41–51%) among the wealthiest. In West and Central Africa, large gaps were found for almost all countries, especially in Central African Republic, where mDFPS was 11% (95% CI: 7–18%) among the poorest and 47% (95% CI: 41–53%) among the wealthiest. Inequalities by type of method were also observed for urban poor, with an overall pattern of lower use of long-acting and permanent methods. Our ecological analyses showed that the higher the proportion of the population living in informal settlements, the lower the mDFPS and the higher the inequalities.

Conclusion: Our results rise the need for more focus on the urban-poorer women by public policies and programs. Future interventions developed by national governments and international organizations should consider the interconnection between urbanization, poverty, and reproductive health.

Exploring Readiness for Birth Control in Improving Women Health Status: Factors Influencing the Adoption of Modern Contraceptives Methods for Family Planning Practices

Background: Pakistan is the world’s sixth most populated country, with a population of approximately 208 million people. Despite this, just 25% of legitimate couples say they have used modern contraceptive methods. A large body of literature has indicated that sexual satisfaction is a complex and multifaceted concept, since it involves physical and cultural components. The purpose of this study is to investigate the impact of influencing factors in terms of contraceptive self-efficacy (CSE), contraceptive knowledge, and spousal communication on the adoption of modern contraceptive methods for family planning (FP) under the moderating role of perceived barriers. Methods: Data were collected using an adopted questionnaire issued to married women of reproductive age belonging to the Rawalpindi and Neelum Valley regions in Pakistan. The sample consisted of 250 married women of reproductive age. SPSS was used to analyze the respondents’ feedback. Results: The findings draw public attention towards CSE, contraceptive knowledge, and spousal communication, because these factors can increase the usage of modern methods for FP among couples, leading to a reduction in unwanted pregnancies and associated risks. Regarding the significant moderation effect of perceived barriers, if individuals (women) are highly motivated (CSE) to overcome perceived barriers by convincing their husbands to use contraceptives, the probability to adopt modern contraceptive methods for FP practices is increased. Conclusions: Policymakers should formulate strategies for the involvement of males by designing male-oriented FP program interventions and incorporating male FP workers to reduce communication barriers between couples. Future research should address several other important variables, such as the desire for additional child, myths/misconceptions, fear of side effects, and partner/friend discouragement, which also affect the adoption of modern contraceptive methods for FP practices.

Urban Family Planning in Low- and Middle-Income Countries: A Critical Scoping Review

Health agendas for low- and middle-income countries (LMICs) should embrace and afford greater priority to urban family planning to help achieve a number of the global Sustainable Development Goals. The urgency of doing so is heightened by emerging evidence of urban fertility stalls and reversals in some sub-Saharan African contexts as well as the significance of natural increase over migration in driving rapid urban growth. Moreover, there is new evidence from evaluations of large programmatic interventions focused on urban family planning that suggest ways to inform future programmes and policies that are adapted to local contexts. We present the key dimensions and challenges of urban growth in LMICs, offer a critical scoping review of recent research findings on urban family planning and fertility dynamics, and highlight priorities for future research.

Effects of rotating at a Catholic hospital on medical student contraceptive objective structured clinical exam scores

OBJECTIVES

To assess the impact of rotating at a Catholic vs non-religious institution for the inpatient portion of the third-year medical school obstetrics and gynecology clerkship on medical students' contraceptive competency.

STUDY DESIGN

We assigned all medical students completing an obstetrics and gynecology clerkship during the 2017-2019 academic years to a Catholic or non-religious hospital for their inpatient teaching site, where they gain much of their contraceptive counseling experience. All students attended the same didactic sessions on contraception. We compared Objective Structured Clinical Exam (OSCE) scores and clerkship grades between the two clinical sites for all medical students. We set significance at p < 0.05.

RESULTS

Of 281 medical students, the 127 (45.2%) who had rotated at a Catholic hospital performed lower on the data-gathering component of the contraceptive OSCE compared with students at the non-religious hospitals (Catholic: 62.4 ± 16.5 vs non-religious: 70.2 ± 15.9, p < 0.01) and had lower total contraceptive OSCE scores (Catholic: 69.4 ± 9.3 vs non-religious: 72.0 ± 8.5, p < 0.01). Clinical reasoning and communication scores for the contraceptive OSCE, data-gathering and total scores for other OSCE scenarios, overall OSCE and clerkship grades were not different.

CONCLUSION

Rotation at a Catholic hospital, with fewer opportunities for medical students to experience contraceptive counseling, was associated with poorer data-gathering skills for gynecologic and sexual history. While contraceptive knowledge can be imparted didactically, hands-on history-taking and counseling experiences are needed to build competency in contraceptive care.

IMPLICATIONS

There is a disparity in medical student family planning training at a Catholic hospital compared with non-religious hospitals. Contraceptive knowledge can be attained through didactic sessions, however additional hands-on practice is needed in gynecologic and sexual history taking if clinical opportunities are limited.

Use of modern contraceptives in Lagos Nigeria during the COVID-19 pandemic

We estimated modern contraceptive prevalence rate (mCPR) and examined predictors of modern contraceptives utilization amongst 1,445 sampled reproductive age women in Lagos (Nigeria's epicenter) during the devastating COVID-19 pandemic. Estimated mCPR was 30.8%. Women aged 20-29 years were 50% (95%CI:0.37-0.71) less likely to use modern contraceptives during the pandemic than those 30-39 years. Married and divorced women were about three (95%CI:1.37-5.25) and over three (95%CI:1.32-7.79) times more likely to use modern contraceptives compared to single women. Though mCPR has not reduced, sustained contraceptive needs assessment of sometimes obscure sub-populations is required, especially if outbreaks like COVID-19 become our 'new normal'.

Utilization of modern contraceptive methods and its determinants among youth in Myanmar: Analysis of Myanmar Demographic and Health Survey (2015-2016)

Reproductive health service is crucial for youth to reduce maternal and child mortality. However, many young women face unintended pregnancies and pregnancy-related complications due to insufficient knowledge of contraceptive methods and low contraceptive utilization. This study aims to assess the modern contraceptive prevalence rates among youth and identify factors influencing modern contraceptive utilization among youth. We used Myanmar Demographic and Health Survey (2015-2016) data. This study included 1,423 men and 3,677 women aged 15-24 years from all states and regions of Myanmar. We used multivariable binary logistic regression analysis and reported the results using adjusted Odds Ratios (AOR) with 95% Confidence Intervals (CI). Data analysis was done by STATA software (version 15.1). Ever-married youth used mainly injectable contraception, followed by oral contraceptive pills. Never-married male youth mainly used oral contraceptive pills; however, almost all never-married female youth did not use contraception. The modern contraceptive prevalence rates were 14.9% among total youth, 10% among males, 16.8% among females, 1.5% among never-married males, 44.7% among ever-married males, and 54% among ever-married female youth. The knowledge on modern contraceptive methods favored the utilization. Sexually active youth utilized more contraception than sexually inactive youth. We also found geographical variation and low utilization among rural youth. The desire for more children was also a significant predictor of contraceptive utilization among married youth. The utilization of modern contraception was low among Myanmar youth. Reproductive health program needs to be emphasized on the youth population especially in the area with low utilization to have equitable access to quality reproductive health services. Moreover, the revitalization of Youth Information Corner and youth-friendly reproductive health education programs should be implemented to increase reproductive health knowledge and prevent unsafe sex, unintended pregnancies, and abortions which might help in reducing maternal and child mortality. We warranted conducting mixed method studies to explore the barriers and challenges of contraceptive utilization and male involvement in the choice of contraception among youth.

The role of structural and process quality of family planning Care in Modern Contraceptive use in Indonesia: a multilevel analysis

Introduction

Despite contraceptive behaviors are influenced by multiple and multilevel variables, studies on modern contraceptive use in Indonesia has concentrated on single-level and mostly individual and household variables, and less interest has been devoted to multilevel analysis that accounts for community and SDP characteristics that may affect woman’s decision to use modern FP method. This study aimed to assess the role of structural and process quality of family planning care in modern contraceptive use among women in reproductive ages in Indonesia.

Methods

This study analyzed data from the 2016 PMA2020 survey of 10,210 women in 372 enumeration areas in Indonesia. The data were analyzed using categorical principal component analysis and multilevel mixed-effects logistic regression.

Results

The key variables for structural quality were number of contraceptive provided, SDP supports CHWs, available water and electricity, and skilled FP personnel, while the main factors for process quality were privacy of clients and provision of post-abortion service. There were significant differences across communities in how study variables associated with modern FP adoption. The finding shows the evidence of significant roles of structural and process quality FP care in modern contraceptive use. Moreover, women with high autonomy in FP decision, those who had free national/district health insurance, and those living in a community with higher proportion of women visited by CHW, had higher odds of modern contraceptive usage. Yet, women who live in a community with higher mean ideal number of children or greater proportion of women citing personal/husband/religion opposition to FP, had lower odds of modern contraceptive use than their counterparts.

Conclusion

Study findings suggest improvement in structural and process quality of FP care will yield substantial growths in modern contraceptive use. Moreover, FP workers should also address adverse cultural/traditional customs in community and should target communities where the demand for modern FP was degraded by opposing social beliefs and norms. There was significant variation across communities in how individual, household, community, and SDP factors affect modern FP practice, hence, context should be taken into consideration in the development of FP intervention and promotion programs.

The Impact of Mass Media-Delivered Family Planning Campaigns in Low- and Middle-Income Countries: A Meta-Analysis of Advertising and Entertainment-Education Format Effects

Effective family planning methods are shown to save lives, contribute to gender equality, and boost economic development. Mass media communication campaigns in low- and middle-income countries have been effective in increasing contraceptive use, although the strategies that increase the likelihood of success are unclear. The present study uses meta-analyses to uncover the average effect of media campaigns on family planning behaviors in low- and middle-income countries and to examine the effectiveness of two communication strategies: entertainment-education and advertising/public service announcements. Results indicated that mass media-delivered family planning campaigns have a positive impact on family planning behaviors: d = 0.19, 95% CI [0.15, 0.24] for women (k = 64), d = 0.16, 95% CI [0.11, 0.21] for men (k = 27), and d = 0.20, 95% CI [0.17, 0.23] for an undifferentiated target group of men and women (k = 37). The use of an entertainment-education format, often in addition to campaign advertising messages, was associated with greater campaign success rates for women. Men, however, responded negatively to education-entertainment and positively to campaigns using only advertising and public service announcement formats. Recommendations for future family planning mass media campaigns and academic research opportunities are discussed.

The family planning "know-do" gap among married women of reproductive age in urban Pakistan

OBJECTIVE

To examine the prevalence and predictors of family planning (FP) know-do gaps among married women of reproductive age (MWRA) in low socio-economic urban areas of Karachi, Pakistan.

DESIGN

This was a cross-sectional survey of randomly selected 7288 MWRA (16-49 years) to identify predictors of the know-do gap in FP using a logistic regression model.

RESULTS

More than one third (35.5%) of MWRA had FP know-do gap, i.e., despite having a knowledge of contraceptives and desire to limit or delay childbearing, they were not using contraceptives. Women were less likely to use FP if they were getting older (25-35 years: OR 1.45, 95% CI 1.09-1.94; >35 years: OR 3.02, 95% CI 1.90-4.80), from certain ethnicities (Sindhi: OR 1.64, 95% CI 1.11-2.42; Saraiki: OR 1.66, 95% CI 1.01-2.71; other minorities: OR 2.37, 95% CI 1.63-3.44); did not receive FP counselling: OR 1.43, 95% CI 1.13-1.80; and had not made a joint decision on FP: OR 1.44, 95% CI 1.06-1.98). Conversely, women were more likely to use contraceptives if they had >10 years of schooling (OR 0.66, 95% CI 0.46-0.94), with each increasing number of a living child (OR 0.68, 95% CI 0.62-0.75) and each increasing number of contraceptive method known (OR 0.93, 95% CI 0.88-0.98).

CONCLUSION

The predictors associated with the FP know-do gap among MWRA should be considered when planning future strategies to improve the contraceptive prevalence rate in Pakistan.

Association between socioeconomic status and fertility among adolescents aged 15 to 19: an analysis of the 2013/2014 Zambia Demographic Health Survey (ZDHS)

Background

Adolescents face significant barriers to access and utilization of sexual and reproductive health services in many low-income settings, which in turn may be associated with adverse consequences such as early pregnancy, sexually transmitted infections, unsafe abortion and mortality. There is evidence suggesting that limited access to sexual and reproductive health information and services among adolescents contributes to these outcomes. We aimed to find out the factors that affect the fertility of adolescents aged 15 to 19 years in Zambia and to identify possible drivers of adolescents’ fertility.

Methods

Secondary analysis of the ZDHS 2013/14 data was carried out to find out the factors that affect the fertility rate of adolescents aged 15 to 19 years using multivariate logistic regression (n = 3666).

Results

Overall, 23.1% of adolescents had given birth at least once in the 5 years leading to the survey (n = 3666, 99.4% response), and 49.8% were rural-based while 50.2% were urban-based. The median number of schooling was 8 years (IQR 6–10). About 52% of the adolescents were in the poorer, poor and medium wealth quintiles while the other 48% were in the rich and richer quintiles. Factors found to affect fertility include residence, wealth status, educational attainment, marriage and abortion. An urban-based adolescent with a lower socioeconomic status was 2.4 times more likely to give birth compared to rural-based poorer adolescents (aOR = 2.4, 95% CI: 1.5, 3.7, p < 0.001). Although odds of giving birth were much higher among rural-based married adolescents (aOR = 8.0, 95% CI: 5.4, 11.9, p < 0.001) compared to urban married adolescents (aOR = 5.5, 95% CI: 8.3, 16.0, p < 0.001), and these relationships both statistically significant, higher educational attainment (aOR = 0.7, 95% CI: 0.6, 0.8 p < 0.001) and abortion (aOR = 0.3, 95% CI: 0.1, 0.8, p = 0.020) reduced these odds, particularly for rural-based adolescents.

Conclusion

Despite response aimed at reducing adolescent fertility, low wealth status, low educational attainment and early marriage remain significant drivers of adolescent fertility in Zambia. There is a need to address sexual and reproductive health needs of urban-based adolescents with a lower socioeconomic status.

Adolescents go through serious challenges related to accessing and using sexual and reproductive health services in many low-income settings, and may also be related to negative consequences such as early pregnancy, sexually transmitted infections and unsafe abortion and death. Research has revealed that limited access to sexual and reproductive health information and services among young people contributes to these negative consequences. This analysis aimed to find out the factors that affect the fertility of 3666 adolescents aged 15 to 19 years in Zambia and to identify possible drivers of adolescents’ fertility, using the Zambia Demographic and Health Survey conducted in 2013/2014. A little over a quarter of the adolescents had given birth at least once in the five years leading to the survey. About half of the young people were rural-basedwhile the other half were urban-based, with an average of about 8 years in school. The rural-based adolescents had slightly lower average years in school compared to the urban-based; 7 years and 9 years respectively. Living in a rural area, residing in a home with a low wealth status and being married were all linked to higher chances of giving birth, while terminating a pregnancy and having more years of education were linked to lower chances of giving birth among the adolescents. Urban-based adolescents with lower wealth status were also linked to higher chances of giving birth compared to urban-based adolescents with higher wealth status. These results suggest that while residing in rural areas and being married increase the chances of higher fertility, the adolescents in urban areas but with lower wealth status also need interventions aimed at reducing their fertility.