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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.

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Servicios de Planificación Familiar , Análisis Multinivel , Humanos , Femenino , Nigeria , Servicios de Planificación Familiar/estadística & datos numéricos , Adulto , Persona de Mediana Edad , Adolescente , Adulto Joven , Necesidades y Demandas de Servicios de Salud/estadística & datos numéricos , Encuestas Epidemiológicas , Matrimonio/estadística & datos numéricos , Factores Socioeconómicos , Modelos Logísticos

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Introduction: The challenges posed by the COVID-19 pandemic have necessitated the increasing use of online virtual training platforms. The objectives of the study were to assess the acceptability, appropriateness and feasibility of virtual space in strengthening the research capacity in Nigeria. Materials and Methods: Data were collected through an adapted online questionnaire from participants following a 2-day webinar. Both descriptive and inferential (bivariate and multivariate) analyses were done. Results: The findings of the study revealed that 55.2% of participants (n = 424) were males and 66.0% (n = 424) were early career researchers. Two hundred and thirty-six participants (55.7%) (n = 424) reported very good acceptability, 67.9% (n = 424) reported very good appropriateness while 54.7% (n = 424) reported good feasibility of webinar for research capacity strengthening. The rating of knowledge obtained from the webinar as 'excellent' increased the odds of acceptability (odd ratio [OR] = 38.30; P < 0.001), appropriateness (OR = 15.65; P < 0.05), and feasibility (OR = 20.85; P < 0.05). Furthermore, the preference for zoom and other online platforms for learning increased odds of acceptability of the webinar (OR = 2.29; confidence interval [CI]: 0.97-57.39; P < 0.05), appropriateness (OR = 2.55; CI: 1.10-5.91; P < 0.05) and feasibility (OR = 2.34; CI: 0.96-5.74; P < 0.05). Conclusion: The study concluded that webinar was acceptable, appropriate and feasible for strengthening research capacity, although poor internet connectivity and cost of data were the major challenges in Nigeria. However, a learner-centred approach in contents' delivery that ensures optimal learning has the potential of enhancing research capacity strengthening via virtual space.

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COVID-19 , Masculino , Humanos , Femenino , Nigeria , Pandemias/prevención & control , Estudios de Factibilidad , Encuestas y Cuestionarios

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BACKGROUND: Unmet need for modern contraceptive remains a critical reproductive health challenge in Nigeria. Numerous studies in Nigeria and other countries have investigated the patterns, prevalence and associated factors of unmet contraceptive need. In spite of these, the associated factors of unmet contraceptive need in Northern Nigeria have remained insufficiently explored. The few studies that focused on Northern Nigeria have mainly examined maternal individual factors leaving out higher level factors such as community-level factors that may be associated with unmet contraceptive need. This study examines the extent to which maternal and community factors are associated with unmet contraceptive need in Northern Nigeria. METHOD: Data was pooled from 2008 to 2013 Nigeria Demographic and Health Surveys. A weighted sample size of 26,730 women was analysed. The outcome variable was unmet contraceptive need, dichotomised into no unmet need and unmet need. The explanatory variables were individual maternal characteristics such as age, education, number of living children, age at marriage, pregnancy termination experience, and death of a child, and selected community characteristics such as community socioeconomic status, community literacy level, community knowledge of modern contraceptive and geo-political zone. The Multilevel Logistic Regression Model (MLRM) was applied. RESULT: Results showed a prevalence of 18% unmet contraceptive need among Northern women in Nigeria. Maternal age of 35 years or older (AOR = 0.873; p < 0.05, CI: 0.780-0.976), having five or more living children (AOR = 1.813; p < 0.001, CI: 1.663-1.977), higher maternal education (AOR = 0.787; p < 0.05, CI: 0.625-0.993), and never experience death of a child (AOR = 0.866; p < 0.001, CI: 0.805-0.933) are the maternal factors significantly associated with unmet contraceptive need, while high community literacy level (AOR = 1.230; p < 0.05, CI: 1.041-1.454), moderate (AOR = 0.862; p < 0.05, CI: 0.767-0.968) or high (AOR = 0.821; p < 0.05, CI: 0.726-0.929) community knowledge of modern contraceptive, and geo-political zone of residence are the community-level characteristics significantly associated with unmet contraceptive need among women in Northern Nigeria. CONCLUSION: Maternal and community factors are significantly associated with unmet contraceptive need, but based on the ICC maternal factors have more significance in Northern Nigeria. The expansion of existing family planning delivery points to cover all communities including rural and remote areas in the region is imperative.