Determinants of unmet need for contraceptive method among young married women in Ethiopia: Multilevel analysis of Ethiopia Demographic and Health Survey 2016.

BACKGROUND: The notion of unmet need for family planning indicates the gap between women's contraceptive practice and their reproductive intention. Although universal access to sexual and reproductive health services including contraceptive methods is a bedrock for sustainable development goals, the unmet need for contraception is high among young women in low-income countries including Ethiopia. The unmet need for contraception is associated with unintended pregnancy which most of the time end in unsafe abortion. Hence, this study aimed to assess the determinants of unmet need for family planning among young married women in Ethiopia using nationally representative data. METHOD: This study utilized secondary data collected in the 2016 Ethiopia Demographic and Health Survey (EDHS). A two-stage cluster sampling method was used. The analysis included a total of 2444 sexually active married young women (15-24 years). Multilevel logistic regression analysis was conducted to identify individual and community level factors associated with unmet need for contraceptives and the results were presented as adjusted odds ratio (AOR) at 95% confidence interval (CI), declaring statistical significance at a p-value <0.05 in all analyses. RESULTS: In this study, the prevalence of unmet need for contraceptive method among married young women was 18.4% [95% CI: (16.9, 20.0)]. Female head of the household [AOR: 1.62, CI (1.25, 2.11)], primary level of education [AOR: 1.53, CI: (1.16, 2.03)], family size ≥5 [AOR: 1.53, 95%CI: (1.22, 1.93)], undecided to have child [AOR: 2.86, 95%CI: (1.58, 5.20)] and infecund [AOR: 1.54, 95%CI: (1.08, 2.20)] were factors positively associated with unmet need for family planning. Whereas the odds of unmet need for contraceptive method was lower among women-initiated sex between 15-17 years and >17 years [AOR:0.72, 95%CI (0.53, 0.98)] and [AOR: 0.58, 95%CI: (0.40, 0.85)] respectively and community with high proportion of poverty [AOR: 0.68, 95%CI: (0.46, 0.99)]. CONCLUSION: The prevalence of unmet need for contraceptive methods among young married women was relatively high. Being female household head, age at first sexual intercourse, educational status of the woman, family size, desire for more children, and community poverty were significantly associated with unmet need for family planning. Hence, interventions targeting these special populations at the individual and community level would play a paramount role in meeting the unmet need for contraception among young married women in Ethiopia.

Inequalities in the demand and unmet need for contraception among women in four regions of Ethiopia.

BACKGROUND: Unmet need for family planning is a major cause of unwanted pregnancies, which may contribute to the death of mothers and children. The aim of this study is to examine inequalities in the demand and unmet need for contraception among women in four regions (i.e., Afar, Benishangul-Gumzu, Gambela and Somali regions) of Ethiopia. METHODS: The study utilized data from the 2016 Ethiopian Demographic Health Survey (EDHS), collected from 3,343 women of reproductive age 15-49 years situated in these study regions. Multilevel binary and multivariable logistic regression analysis, concentration index, and multivariate decomposition analysis were employed. RESULTS: The study revealed that women's employment status, education level, household wealth index, total number of children ever born, and husband's working status had a statistically significant association with the demand for contraception. Furthermore, women's educational level, household size, wealth index and husband's working status had statistically significant association with unmet need for contraception. The results of the concentration index indicated that illiteracy among respondents (56%), being in the richest economic status/ wealth index (41%) and non-working status of respondents (21%) contributed substantially to the inequality in the demand for contraception use. Illiteracy of the husband (197%) and the household size less than or equal to five (184%) contributed positively, but illiteracy of respondent (-249%) and unemployment status of respondents (-119%) contributed negatively to the existing inequality in unmet need for contraception. CONCLUSION: The findings of this study highlight the presence of unacceptably high inequality in the demand and unmet need for contraception among women in the four study regions. Policymakers should give due attention to reducing existing socio-economic inequality to address the high unmet need for family planning and increase demand for contraception in these regions. The study strongly recommends implementing multidimensional and multisectoral approaches, which will significantly reduce inequalities in the outcome variables.

Factors associated with contraceptive use among adolescents in three regions of Senegal.

The study aimed to evaluate the use of contraception by adolescents aged 10 to 19 years in three municipalities of Senegal, as well as the associated factors. The study was conducted in 2022 and used a cross-sectional approach. The sample size was 940 participants. Sampling was done using a multistage stratified random sampling method. The chi-square test and logistic regression using R software version 4.2.1 were used to analyze the data. Only 2.2% of adolescents had ever used a contraceptive method. Adolescents aged 15 to 19 years, those residing in Kolda, married adolescents, and those who were aware of family planning were more likely to use family planning methods. We conclude that policymakers in Senegal should implement policies and programmes for improving the reproductive health needs of adolescents in Senegal.

L'étude consistait à évaluer l'utilisation de la contraception par les adolescentes âgées de 10 à 19 ans dans trois communes du Sénégal, ainsi que les facteurs qui y sont associés. L'étude menée en 2022 a utilisé l'approche transversale. La taille de l'échantillon était de 940 participants. L'échantillonnage a été réalisé en utilisant une méthode de sondage aléatoire stratifié à plusieurs degrés. Le test de chi-carré et la régression logistique au moyen du logiciel R version 4.2.1 ont été utilisé pour analyser les données. Seulement 2,2% des adolescentes avaient utilisé une méthode contraceptive. Les adolescentes âgées de 15 à 19 ans, celles qui résident à Kolda, les adolescentes mariées étaient plus nombreuses et celles qui ont été sensibilisée à la planification familiale étaient plus nombreuses que les autres à utiliser les méthodes de planification familiale. Ainsi, il est nécessaire que les autorités améliorent la mise en œuvre des programmes axés sur les besoins de santé reproductive des adolescentes au Sénégal.

Examining the access to benefits and quality sterilization services among Muslim women in India : Evidence from the fifth round of the national family health survey (2019-2021).

BACKGROUND: This research article examines the efficiency with which the Indian family planning programme provides care to Muslim women who opt to undergo tubectomies from public health facilities in terms of access to benefits/compensation as well as quality of services. The research subsequently intends to suggest suitable policies of affirmative action if required. METHODS: The research uses data from the women's file from the latest round of the National Family Health Survey (NFHS-5, 2019-21). Adjusted odds ratios are used to examine the likelihood of Muslim women (i) receiving compensations offered for undergoing tubectomies in public health facilities by the government, (ii) receiving comprehensive information prior to their tubectomies and (iii) reporting a good quality of care during their procedures, in comparison with non-Muslim women. RESULTS: The findings from the research indicate that Muslim women in India have lower odds of receiving state sponsored compensations in comparison with non-Muslim women in India (AOR = 0.67; CI: 0.60-0.76). Consequently, a lesser proportion of Muslim women reported receiving compensations in comparison with non-Muslim women. The difference in the receipt of compensations was 18 percentage points between both cohorts. Critically, despite their challenges in obtaining compensations, the findings from this research also indicate how Muslim women in India have higher odds of receiving comprehensive family planning information prior to their operation in comparison with non-Muslim women (AOR = 1.15; CI: 1.02-1.29). DISCUSSION: Given the existing dearth of evidence in family planning literature on the issue, this research article calls for greater attention and investments in understanding the reproductive health vulnerabilities of Indian Muslims, especially in the context of increasing social hostilities towards the community in India. In this regard, to promote the equitable delivery of family planning services, the findings from this research highlight the urgent need for institutional reforms that facilitate an easier access to public benefits among Indian Muslims.

Knowledge, Acceptance, and Uptake of Family Planning: A Cluster Randomized Controlled Trial of Group Antenatal Care in Ghana.

The use of family planning (FP) methods significantly contributes to improved outcomes for mothers and their offspring. However, the use of FP remains low, particularly in low- and middle-income countries. A cluster randomized controlled clinical trial was implemented in Ghana, comparing group antenatal care (ANC) with routine care. The group ANC intervention included eight meetings where the seventh group meeting incorporated information and discussion regarding methods of FP. Data collection occurred at five time points: baseline (T0), 34 weeks' gestation (T1), 6-12 weeks post birth (T2), 5-8 months post birth, and 11-14 months post birth (T4). At T1, there was a significantly greater increase in the knowledge of FP methods as well as the intention to use FP after the birth among the intervention group. The uptake of FP was significantly higher in the intervention group for all post-birth timepoints except for T4 where the control group had significantly higher rates. The reasons for the diminishing effect are unclear. An increasing uptake of FP methods requires a multifaceted approach that includes increasing accessibility, knowledge, and acceptability as well as addressing societal and cultural norms.

Changes in unmet need for family planning among married women of reproductive age in Nigeria: A multilevel analysis of a ten-year DHS wave.

INTRODUCTION: Unmet need for family planning [UNFP] remains a serious public health concern in Nigeria. Evidence suggests that UNFP remains high over the last fifteen years despite numerous policies and programmes aimed at generating demand for family planning. This study used three Demographic and Health Survey (DHS) conducted over a ten-year period (2008-2018) to assess the changes in unmet need for family planning and associated contextual determinants. Understanding changes in unmet need for family planning among women and its associated contextual factors is crucial for designing appropriate interventions. METHODS: We analysed datasets the Nigeria Demographic and Health Surveys of 2008, 2013 and 2018 to assess changes and contextual determinants of unmet need for family planning. Data were analysed using frequency distribution, chi-square statistical test and multilevel binary logistic regression models. Due to the hierarchical structure of the data in which individuals are nested within households, multilevel mixed-effect logistic regression models were constructed. We used a multilevel binary logistic regression model after adjusting for variables not significant at the bivariate level. An adjusted odds ratio with 95% confidence interval was reported, with a p-value less than 0.05 declared to be significant predictors of unmet need for family planning. RESULTS: Unmet need for family planning decreased from 20.21% to 16.10% between 2008 and 2013 but subsequently rose later from 16.10% to 18.89% between 2013 and 2018. The pattern of changes in unmet need for either limiting or spacing was consistently high over the 10-year period, with the highest rate of each of the indicators of unmet need for family planning occurring in 2018 while the lowest rate was in 2008, thus indicating an increase in the proportion of respondents having unmet need for family planning over the referenced period. Age of respondents, educational level, wealth status, religious affiliation, parity, sex of head of household, partner educational level, region of residence, and community socioeconomic status were significant factors associated with the unmet need for family planning across the different data waves in Nigeria (p < 0.05). An intraclass correlation (ICC) of 4.9% showed that the individual and household level factors had a greater influence on the variation in the unmet need for family planning than did community factors in Nigeria. CONCLUSION: The overall prevalence of unmet need for family planning was consistently high over the ten-year period and community-level factors had lowest influence on the variation in unmet need for family planning compared to household and individual-level factors in Nigeria. Policies and interventions should focus on improving women's socio-economic and demographic characteristics at individual, household, and community levels to improve unmet need for family planning.

Role of men in women's health service utilisation in northern Nigeria: a qualitative study of women, men and provider perspectives.

BACKGROUND: The 2018 Nigeria Demographic and Health Survey shows poor maternal health in northern Nigeria. Contraceptive use remains low and maternal mortality high. Studies show that cultural norms related to men's decision-making role in the family significantly contribute to this phenomenon. OBJECTIVES: The assessment was designed to identify barriers to service delivery and utilisation of maternal-health and family-planning services in three northern Nigerian states, focusing on aspects of service delivery affected by husband involvement. DESIGN: Qualitative design included 16 focus group discussions and 12 in-depth interviews with facility clients, and 16 in-depth interviews with healthcare providers, in each of the three states. SETTING: Primary healthcare facilities in three northern Nigeria states: Bauchi, Kebbi and Sokoto. PARTICIPANTS: Women who came to the facility for family-planning services (n=233 in 24 focus groups); women who came for antenatal care (n=97 in 12 focus groups); men married to women who either received antenatal care or delivered in a facility (n=96 in 12 focus groups); mothers of newborns who delivered in a facility (n=36) and healthcare providers (n=48). RESULTS: We found gender barriers to contraceptive use and to obtaining maternal healthcare, with some women requiring their husband's permission to use services, even in emergencies. Several supply-side barriers exacerbate the situation. Many healthcare providers would not provide women with a family-planning method without their husbands' presence or approval; some male providers would not admit a woman to deliver in a facility if her husband objected to her being treated by a man and there was no female provider present and some facilities do not have the infrastructure to accommodate men. CONCLUSION: Despite years of programming, barriers to women's family-planning and maternal-health service utilisation persist. State governments in northern Nigeria should invest in additional provider training, improving infrastructure and hiring more female healthcare providers.

Magnitude and associated factors of unmet need for family planning among reproductive-aged women in Ethiopia: An umbrella review.

INTRODUCTION: The World Health Organization defines women with an unmet need for family planning as individuals who are fecund, sexually active, and wanting to either to limit childbirth or postpone their next birth but are not utilizing any form of contraception. Previous meta-analyses and systematic reviews have focused on this topic, but no comprehensive summary of the evidence was available. Therefore, the aim of this study was to provide a summary of the findings on the unmet need for family planning among reproductive-aged women in Ethiopia. METHOD: A search was conducted in PubMed, Google Scholar, CINAHL, Scopus, Cochrane Library, and RESEARCH 4 LIFE including Hinari, to identify relevant systematic reviews and meta-analyses of studies on the prevalence and determinants of the unmet need for family planning in Ethiopia. The methodological quality of the included studies was assessed using the Assessment of Multiple Systematic Reviews tool, and the estimates were pooled using a random-effects meta-analysis model. RESULTS: The umbrella review included five studies with a total of 56,169 reproductive-aged women. The pooled prevalence of unmet need for family planning was found to be 27.44% (95% CI: 22.32-32.55), with the heterogeneity index (I square = 99.45%, P = 0.000). Failure to discuss with her partner about family planning methods (OR: 2.90, 95% CI: 1.81, 4.00), being illiterate (OR: 2.17, 95% CI: 1.42, 2.92), age at first marriage (OR: 1.37, 95% CI: 1.30, 1.44), and educational status of woman's partner (OR: 2.61, 95% CI: 0.83, 4.40) were the factors significantly and positively associated with unmet needs for family planning. CONCLUSION: The study concludes that the unmet need for family planning in Ethiopia is a significant issue that can be addressed through increasing the educational levels of women and their partners, promoting open discussions about family planning, and preventing early marriages. Collaboration between families, school administrators, and healthcare providers is essential to mitigating this problem.

Exploring the Influence of Sociocultural Factors on the Non-Utilization of Family Planning amongst Women in Ethiopia's Pastoralist Regions.

This study aimed to explore the sociocultural determinants of family planning (FP) utilization among women in pastoralist areas of Ethiopia. A community-based cross-sectional survey was conducted involving 682 reproductive-aged women selected from three regions in pastoralist districts. Hierarchical logistic regression was used to identify factors associated with women who did not use FP. This study revealed that 47% of women did not use FP. Women who did not use FP were more likely to have shorter spacing between births, lack their partner's support, not be involved in decisions regarding large household purchases, and have low household expenditures. Overall, the prevalence of not using FP is significantly high in pastoralist communities in Ethiopia. The authors recommend that investment in women's health and FP be targeted at educational campaigns to raise awareness about FP and its importance. Engaging men and community leaders, promoting their support for FP and contraceptive use, and providing financial assistance to address financial barriers, such as transportation costs and healthcare fees, are important aspects that can increase the utilization of FP methods.

Preconception and contraceptive care for women living with HIV/AIDS attending antiretroviral treatment clinics in Lagos State, Nigeria.

Background: Women living with HIV/AIDS possess fertility desires similar to their uninfected counterparts, and with advances in health therapies, these women can realistically have and raise uninfected children. Preconception care (PC) is a specialized form of intervention aimed at the prevention, identification, treatment, and management of biomedical, behavioural, and social conditions that militate against safe motherhood and the delivery of healthy offspring. Objective: The study aimed to assess preconception and contraceptive care among women living with HIV and attending Antiretroviral Therapy Clinics in Alimosho, Lagos State, Nigeria. Methods: This was a descriptive facility-based cross-sectional study of 383 women of reproductive age living with HIV/AIDS and attending ART clinics in the study area. Probability sampling methods were used in the selection procedures. Data were analyzed using descriptive statistics, Chi-square test, and univariate logistic regression at a 5% level of significance. Stratified and simple random sampling were used in the selection process. Results: Only 37.4% of respondents received optimal PC services. Being 20-29 years old [OR =1.716 (95% CI: 1.664, 1.769), p = 0.020], being 30-39 years [OR =1.514 (95% CI: 0.598, 3.831), p = 0.005], tertiary education [OR =8.43. (95% CI: 1.41, 18.5), p = 0.020], and being single [OR =2.00 (95% CI: 1.928-2.072), p = 0.002] were significantly related to the utilization of contraceptives. Conclusion: There is a need to provide structure and guidelines for optimal streamlined PC and contraceptive services for women living with HIV/AIDS.

Examining contraceptive utilization behavior in Pakistani women.

BACKGROUND: There is a dearth of research examining the couple characteristics in determining contractive utilization behavior in developing countries. This study fills the gap by analyzing the roles of women's intra-household bargaining power and spousal age differentials in predicting contraceptive utilization behavior in Pakistani women. METHODS: A sample of 13,331, excluding pregnant and sexually inactive married women aged 15-49, was extracted from the Pakistan Demographic and Health Survey 2017-18. The dataset is cross-sectional. Exploratory analysis was used to examine the pattern of contraceptive knowledge, types of contraceptive utilization, and intention to use contraceptives among women. Furthermore, binary regressions were employed to examine the association of women's intrahousehold bargaining power and spousal age difference with contraceptive utilization without and after accounting for all potential covariates. RESULTS: Only 33% of women use contraceptives, while 30% express an intention to use contraceptives in the future. Almost all women (98%) knew about modern contraceptives. Compared to same-age couples, higher odds of current contraceptive use are observed among women whose husbands are at least 20 years older than them or whose husbands are young to them. The odds of the intention to use contraceptives tend to increase with the increase in spousal age difference. Women's intra-household bargaining is a significant predictor of current contraceptive utilization and intention to use contraceptives. CONCLUSION: Findings underscore the importance of considering the couple's characteristics in reproductive healthcare programming and policies. RECOMMENDATION: Greater women's intra-household bargaining power and smaller spousal age differences are associated with higher contraceptive usage. Empowering women and promoting their decision-making authority within households can enhance reproductive health outcomes.

Adolescent girls and young women's (AGYW) access to and use of contraception services in Cape Town: perspectives from AGYW and health care providers.

BACKGROUND: Access and use of contraception services by adolescent girls and young women (AGYW) remains suboptimal, exposing AGYW to early and often unexpected pregnancy. Unexpected pregnancies are a public health concern, associated with poor neonatal and maternal health outcomes, as well as school dropout, which may result in economic hardships. This study aimed to explore (a) AGYW perceptions and experiences of receiving contraception services from health care providers and (b) health care providers' perceptions and experiences of providing contraception services to AGYW. METHODS: Data were collected through semi-structured individual interviews with AGYW aged 15-24 years old and health care providers working in eight health care facilities around the Cape Town metropolitan area, in South Africa's Western Cape Province. Thematic analysis was used to analyse the data. RESULTS: AGYW and health care providers voiced varying, and often contrasting, perceptions of some of the barriers that hinder AGYW's access to contraception services. AGYW indicated that provider-imposed rules about when to access contraceptive services hindered access, while health care providers felt that these rules were necessary for coordinating their work. In addition, AGYW highlighted health care providers' hostile attitudes towards them as an important factor discouraging access. On the contrary, health care providers did not think that their attitudes hampered AGYW's access to and use of contraception services, instead they emphasised that challenges at the health system level were a major issue, which they feel they have little control over. Such challenges made health care providers' work unpleasant and frustrating, impacting on their work approach and how they receive and offer services to AGYW. CONCLUSION: The expectation of negative attitudes from health care providers continues to be at the centre of AGYW discouragement towards accessing contraception services. System challenges are among some of the key drivers of health care provider's hostile attitudes, posing challenges to the efficient provision of services. In order to improve AGYW's access to and use of contraception services, and subsequently achieve the country's SDGs, conscious efforts need to be directed towards improving the workload and working conditions of health care providers.

Unravelling factors influencing demand for modern contraception and evaluating coverage progress since 2015 in Ethiopia, Kenya, and Nigeria: insights from multilevel and geostatistical modelling.

INTRODUCTION: The United Nations established the Sustainable Development Goals (SDGs) in 2015 to enhance global development. In this study, we examine an SDG indicator: the percentage of women aged 15-49 whose family planning needs are met by modern contraception (mDFPS). We evaluate both the factors influencing its coverage and its progress since 2015. METHODS: We used nationally representative surveys data (Demographic and Health Surveys (DHS) and Performance Monitoring for Action (PMA)) from Ethiopia, Kenya, and Nigeria. We assessed predictors of mDFPS. We also computed mDFPS coverage across countries and subnational areas, assessing coverage changes from the SDGs onset to the most recent period, using a Bayesian model-based geostatistical approach. We assessed whether the subnational areas exceeded the minimum recommended WHO mDFPS coverage of 75%. RESULTS: Varied individual and community-level determinants emerged, highlighting the countries' uniqueness. Factors such as being part of a female-headed household, and low household wealth, lowered the odds of mDFPS, while rural-residence had low odds only in Ethiopia and Nigeria. The results indicate mDFPS stagnation in most administrative areas across the three countries. Geographic disparities persisted over time, favouring affluent regions. The predicted posterior proportion of mDFPS and exceedance probability (EP) for WHO target for Ethiopia was 39.85% (95% CI: [4.51, 83.01], EP = 0.08) in 2016 and 46.28% (95% CI: [7.15, 85.99], EP = 0.13) in 2019. In Kenya, the adjusted predicted proportion for 2014 was 30.19% (95% CI: [2.59, 80.24], EP = 0.06) and 44.16% (95%CI: [9.35, 80.24], EP = 0.13) in 2022. In Nigeria, the predicted posterior proportion of mDFPS was 17.91% (95% CI: [1.24, 61.29], EP = 0.00) in 2013, and it was 23.08% (95% CI: [1.80, 56.24], EP = 0.00) in 2018. None of the sub-national areas in Ethiopia and Nigeria exceeded the WHO target. While 9 out of 47 counties in Kenya in 2022 exceeded the WHO mDFPS target. CONCLUSION: The study unveils demographic, geographic, and socioeconomic mDFPS disparities, signalling progress and stagnation across administrative areas. The findings offer policymakers and governments insights into targeting interventions for enhanced mDFPS coverage. Context-specific strategies can address local needs, aiding SDG attainment.

Spatial distribution and factors associated with high completed fertility among women aged 40-49 years in Ghana: evidence from the 2022 Ghana Demographic Health Survey.

BACKGROUND: High completed fertility among married and cohabiting women has profound consequences, including straining resources, increasing healthcare challenges, and contributing to educational and gender inequalities. This study examined the factors associated with high completed fertility among married and cohabiting women aged 40-49 years in Ghana. METHODS: Data for the study was sourced from the 2022 Ghana Demographic and Health Survey (GDHS). A spatial map was used to present the women's geographic variations in high completed fertility. A mixed-effect multilevel binary logistic regression analysis was performed to identify the factors associated with high completed fertility. The findings were presented as adjusted odds ratios (aOR) with a 95% confidence interval (CI). RESULTS: The national proportion of high completed fertility among married and cohabiting women aged 40-49 years in Ghana was 52.0% [48.8, 55.2]. Women who were Ga/Dangme/Ewe by tribe [aOR = 2.32, 95% CI = 1.06, 5.08] had higher odds of high completed fertility than Akans. Women who indicated 6 + as their ideal number of children had a higher [aOR = 5.60, 95% CI = 2.90, 10.82] likelihood of high completed fertility compared to those whose ideal number of children was 0-3. Those who were using contraceptives at the time of the survey had a higher [aOR = 2.31, 95% CI = 1.17, 4.55] likelihood of high completed fertility compared to those who were not using contraceptives. Women with secondary/higher education [aOR = 0.32, 95% CI = 0.17, 0.58] had lower odds of high completed fertility than those without no formal education. Women with females as household heads [aOR = 0.56, 95% CI = 0.33, 0.95] had lower odds of high completed fertility than males. Women in Volta, Western North, Ahafo, and Bono regions had lower odds of high completed fertility compared to those living in the Northeast region, with the lowest odds among those living in the Volta region [aOR = 0.08, 95% CI = 0.02, 0.40]. CONCLUSION: High completed fertility is prevalent in Ghana, with more than half of married and cohabiting women having at least five or more children. The government and policymakers in Ghana should promote education for women, increase culturally sensitive family planning programs, increase access to family planning resources, address ideal family size preferences, and improve understanding of contraceptive use.

Fertility patterns in Pakistan: a comparative analysis of family planning trends across different geographic regions.

INTRODUCTION: Family planning includes a wide range of services, such as counseling, contraception, and support to couples. Evidence shows that developing countries have a high degree of inequality in contraception use and prevalence. Reasons for these inequalities include cultural barriers such as traditional preferences and a desire for larger families and lineage, especially in rural areas. The primary objective of this research was to examine the updated contraceptive method preferences of couples in rural and urban regions of Pakistan and how these translate to family planning practices among the different provinces. METHODS: A secondary survey analysis using the Pakistan Demographic and Health Survey 2019 survey data was conducted. The dataset included 15 143 women sampled proportionally from the provinces, including Gilgit Baltistan and Azad Jammu and Kashmir. The unit of analysis was 'women' from the individual survey dataset. Age, type of residence (rural, urban), division, education level, and language were used to evaluate access to family planning and contraception services. The c2 test assessed the relationship between dependent and independent variables. Multivariate logistic regression analysis was then performed to see the likelihood of contraceptive use among women. RESULTS: Of the women in the sample, 55% were from rural areas and 50% were without formal education; 51.7% of these women were using or practicing any form of contraception method. The most common method used was condoms (9.2%), followed by injectables (6.2%). Regression analysis showed that women aged 15-19 years were less likely (odds ratio (OR)=0.71, 95% confidence interval (CI)=0.51-1.01) to use contraception when compared to the reference group. The likelihood of contraceptive use was higher in urban areas (OR=1.53, 95%Cl=1.39-1.69). Noticeably, contraceptive use was less likely in uneducated women (OR=0.62, 95%Cl=0.56-070). Punjab province had the highest contraceptive prevalence (34.3%), whereas Baluchistan had the lowest (6.9%). The use of contraception in urban and rural populations was similar in all provinces except Sindh and Gilgit Baltistan. In urban and rural areas, women in the age group 30-35 years who use contraception show a prevalence of 21% and 22% respectively. CONCLUSION: The study highlights suboptimal use of contraceptives and the existence of high levels of inequalities among the regions. There is a need for the implementation of focused educational initiatives and counseling interventions along with prioritization of accessibility and affordability of contraceptive methods among women in lower socioeconomic regions.

Determinants of the use of modern contraceptives among women of reproductive age group in Ethiopia: A multi-level mixed effects analysis.

INTRODUCTION: Modern contraceptive methods are a scientifically effective method to control the fertility of reproductive-aged groups of people. The women's use of contraceptive methods creates a birth gap and limits the number of their children. The main objective of this study is to identify the significant determinant of modern contraceptive use of reproductive-aged women in Ethiopia. METHODS: We used data from 2019 Ethiopian Mini Demographic and Health Survey. This data was multi-level, taking into account factors at the individual and community levels. In order to capture the multi-level structure of this data and make more reliable and broadly applicable conclusions about the variables influencing the use of modern contraceptives at the individual and community levels, we employed a two-level mixed-effects logistic regression model. In addition, we used cross-tabulation analysis to know the percentage of modern contraception users (reproductive-aged women) across their socio-economic, demographic, and health characteristics. A total of 8196 reproductive aged (15-49) women were included in this study. RESULTS: From a total of 8196 reproductive-aged women, 2495(30.4%) were using modern contraceptive method and the rest 5701(69.6%) did not use any modern contraceptive methods. Among 2495 contraceptive users, 1657 (67.3%) used injections and 533 (21.7%) used implants/Norplant. At a 5% level of significance, the result from the two-level binary logistic regression model revealed that the predictors; Age of women, education level, religion, wealth index, knowledge of modern contraception method, number of died children, number of living children, family size, total children ever born and contextual region have significant effect on the use of modern contraception method. CONCLUSION: Reproductive-aged women in Ethiopia with more living children, residing in urban/agrarian region, younger, wealthier, married, and more educated, were more likely to be modern contraceptive users. The concerned bodies in Ethiopia should bring forward the intervention strategy and should expand the existed programs to improve the use of modern contraception methods among reproductive-aged women in Ethiopia. Especially, they should give special attention to reproductive-aged women of less income, resident in pastoralist region, less educated, unmarried, and haven't living child.

Emotional Fertility Intention and its correlates in Ethiopia among married contraceptive user women: using linked community and health facility data from performance monitoring for action; a generalized ordered logistics regression modeling.

BACKGROUND: Emotional fertility intention and couples communication are key during pregnancy and childbirth with simultaneous minimization of reproductive coercion. Intention to conceive is an integral part of the reproductive health (RH) right and can be considered as decision making on fertility, family wellbeing and the country's population demographic dividend and composition. However, in low and middle income countries including Ethiopia where males dominance is culturally constructed and socially accepted, males took the lead in every decision making process. In the aforementioned context, women are less likely for their voices to be heard, hence, this study aimed at determining the level of womens´ emotional fertility readiness and its correlates. The finding provided actionable evidence for the ministry and developmental partners working on reproductive and womens´ health so as to be used as an action point to empower women in terms of their reproductive health right to have control over their fertility. METHODS: Linked community and facility data with nationally representation from Performance Monitoring for Action (PMA Ethiopia) 2020 Survey Ethiopia except Tigray Region were used for this study. A total of 2,069 current and/or recent contraceptive user women of child bearing age who are currently married/living together as a partner were included in this analysis. Frequency was computed to describe the study participant's characteristics. Generalized Ordered logistics regression modeling was employed to identify correlates of the hierarchical variation in women fertility intention if they became pregnant. Results were presented in the form of percentages and odds ratio with 95% Confidence Intervals. Candidate variables were selected using p-value of 0.25. Statistical significance was declared at p-value of 0.05. RESULTS: The proportion of womens´ emotional fertility intention of feeling unhappiness was 48.73% (95%CI: 46.21%, 51.23%). On the contrary, 22.88%, 11.36% and 17.03% of them reported that they felt sort of happy, very happy and mixed feeling. An increase in age,10 and above years marriage duration, the type of decision maker for contraceptive use were found to increase the odds of women emotional fertility intention across the higher level categories by (AOR: 95% CI: 6.75 (3.11, 14.62) times higher among elder women aged 35 to 49 years, (AOR: 95% CI: 3.79 (1.72, 8.31) times higher for women with a 10 or more years of marriage duration; and 1.83 (1.03,3.24) times higher for women whose contraceptive use was decided by the health care provide alone. A higher birth order lowered the cumulative odds of womens´ emotional fertility intention symmetrically across the higher level categories by 86% (AOR: 95% CI: 0.14 (0.07, 0.29). Women who wanted to have additional child and whose nearest facility provided 5 or more methods had an increased odds of being in the higher level categories of women emotional fertility intention with disproportional association across the cumulative logit. Accordingly, women whose nearest health facility provided 5 or more methods had an 49% (AOR: 95%CI:1.49 (1.01, 2.19) increased likelihood of being in the mixed or happy category than being very/sort of unhappy category of the emotional fertility intention while the number of methods had no significant association with emotional fertility intention at higher cumulative logit: 1.34 (0.87,2.10). Those who wanted to have an additional child had a 3.16 (2.28, 4.36) higher odds to be in the mixed or happy category than being in unhappy category. Further, this tendency was even stronger at higher categories of emotional fertility intention: 4.83 (3.23, 7.23). CONCLUSION: Nearly one in two women reported being unhappy while 17.03% felt mixed emotion calling up on intended and spaced pregnancies by ensuring women reproductive and economic empowerment to empower women to have control over their fertility. Activities and efforts that promote intended and spaced pregnancies; and diversifying access to contraceptive methods in the nearest health facilities are likely to improve women emotional fertility intention; and activities that enable women to decide their contraceptive as well. The finding that health care provider decides on women current/recent contraceptive use calls for activities to improve quality of contraceptive use counseling to enable women to decide their contraceptive use by the themselves while the access of diversified methods in the nearby health facility create an opportunity for women to obtain the method they preferred to use and make them emotionally well. These activities are hoped to enable women to plan their fertility thereby increasing their emotional well-being. These activities and interventions need to be tailored across regions and need to be age sensitive.

Pattern of contraceptive use among reproductive-aged women with disabilities in Bangladesh: Evidence from multiple indicator cluster survey 2019.

BACKGROUND: Contraception is crucial for reproductive-aged women with disabilities, empowering them to manage reproductive choices and enhancing overall health, autonomy, and well-being. OBJECTIVE: The objective of this study was to examine the usage patterns of contraceptive methods among reproductive-aged women with disabilities in Bangladesh. METHODS: We analyzed data from 47,465 reproductive-aged women from the 2019 Bangladesh Multiple Indicator Cluster Survey. Outcome variables included contraceptive usage patterns, grouped into any contraceptive methods, any modern contraceptive methods, and any traditional contraceptive methods. The primary explanatory variable considered was disabilities level (women with no disabilities, women with moderate disabilities, and women with severe disabilities), along with types of disabilities. A multilevel mixed-effects logistic regression model was used to assess associations between outcomes and explanatory variables while accounting for confounding. RESULTS: The prevalence of any contraceptive methods use was 66.4 %, declining to 54 % among women with severe disabilities. The odd of modern contraception use was 31 % lower (aOR, 0.69, 95 % CI, 0.65-0.73) among women with moderate disabilities and 47 % lower (aOR, 0.53, 95 % CI, 0.47-0.60) among those with severe disabilities, compared to women with no disabilities. Within the individual domains of disabilities, those with vision, walking, cognitive, and self-care-related disabilities reported lower odds of modern contraception uptake than those with no disabilities. CONCLUSIONS: The study highlights that women with disabilities use contraceptives less often, increasing vulnerability to unintended and short interval pregnancies and unsafe abortion. Strengthening family planning and prioritizing women with disabilities for modern contraceptives are vital.

Contraceptive Method Usage Pattern and Percentage of New Pregnancies Among Adolescent and Young Adult Family Planning Patients: A Mixed-Methods Retrospective Study.

OBJECTIVES: Despite increased access to contraceptive methods (CM), the United States still has the highest rate of adolescent pregnancy among industrialized nations, and adolescents from historically marginalized groups are disproportionately affected. In this study, we sought to (1) understand if differences in CM usage were associated with differential percentages of new pregnancies among adolescents and young adult patients attending a family planning (FP) clinic at an urban community practice and (2) identify areas of improvement in our FP counseling. METHODS: Mixed-methods study design consisting of (1) a 12-month retrospective chart review and (2) a self-answered cross-sectional survey of FP patients. Chi-square, Fisher's exact tests, and risk ratio were performed to analyze the percentage of new pregnancies according to CM usage. RESULTS: The percentage of new pregnancies was 11 among our FP patients (N = 555) during this study period. As anticipated, pregnancy was associated with no CM use, CM discontinuation, and, interestingly, multiple CM changes (P < .001). The probability of no-pregnancy significantly decreased among patients on no method, who discontinued their CM or made multiple CM changes compared to those with continuous CM use. There was no association between the percentage of new pregnancies and any particular CM type. CONCLUSION: Despite adequate access to FP patient services and high patient satisfaction levels, our findings indicate a need to adopt a more patient-centered approach in our FP counseling that addresses patient's reproductive life plans, preferences, and method side effects to increase CM uptake and satisfaction and decrease frequency of CM changes which is associated with increased risk of mistimed pregnancy during method switching.

Inequality gaps in modern contraceptive use and associated factors among women of reproductive age in Nigeria between 2003 and 2018.

BACKGROUND: Inequalities in modern contraceptive use among women in low-income countries remain a major public health challenge. Eliminating or reducing the inequalities in modern contraceptive use among women could accelerate the achievement of Sustainable Development Goals, Targets 3.7 & 5.6. Thus, this study examined the inequality gaps in modern contraceptive use and associated factors among women of reproductive age in Nigeria between 2003 and 2018. METHODS: This study employed the World Health Organisation's Health Equity Assessment Toolkit to analyse the 2003 and 2018 Nigeria Demographic Health Surveys. Modern contraceptive use was aggregated using five equity stratifiers: age, economic status, educational level, place, and region of residence among women of reproductive aged 15 to 49, with a sample size of 5,336 and 29,090 for 2003 and 2018, respectively. Inequality was measured in this study using difference (D), ratio (R), population-attributable risk (PAR), and a population-attributable fraction (PAF). RESULTS: The study shows an increase in modern contraceptive use among women of reproductive age in Nigeria from 8.25% in 2003 to 12.01% in 2018, with the use being more prominent among women of reproductive age 20-49 and those in the richest economic quintile. In both surveys, women with primary education showed the most upward increase in modern contraceptive use. Women residing in the urban areas also show an upward use of modern contraceptives use. The study further highlights inequality gaps, with age being a substantial factor, while economic status and sub-national regions showed mild to marginal inequality gaps. Finally, the educational level of women of reproductive age in Nigeria significantly shows inequality in modern contraceptive use, with a PAF of 129.11 in 2003 and 65.39 in 2018. CONCLUSION: The inequality gap in modern contraceptive use among women of reproductive age in Nigeria between 2003 and 2018 reported in this study includes age, education, wealth quintile, residence, and region-related inequalities. The study highlights the need for policies and programmes that target the groups with low use of modern contraceptives to promote equity in family planning services.