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1.
Hum Vaccin Immunother ; 20(1): 2370111, 2024 Dec 31.
Artículo en Inglés | MEDLINE | ID: mdl-38946555

RESUMEN

Cervical cancer is the fourth most common cancer, with 99% of cases linked to human papillomavirus (HPV) infection. It reflects global inequity as its burden is highest in low- and middle-income countries. The aim of this study was to determine the HPV vaccination coverage and its determinant factors among young women in the three sub-Saharan African countries. Data from the Demographic and Health Surveys among three sub-Saharan African countries were used for analysis. A total of 4,952 women were included in the study. Stata 14 was used to analyze the data. The determinants of the outcome variable were identified using a multilevel mixed-effects logistic regression model. Factors with p-values < 0.05 at 95% confidence interval were declared statistically significant. About 7.5% young women were vaccinated for HPV vaccine against cervical cancer in the current study. Younger age, use of internet, rich economic class, and individual-level media exposure were found to be favorable conditions, whereas being employed was negatively associated with HPV vaccination. Only few segments of young women in these three countries got HPV vaccination. The authors recommend that increasing internet use, media exposure, and economic level of young women will increase the HPV vaccination rates. Furthermore, creating awareness among employed women will also increase the possibility of HPV vaccination.


Asunto(s)
Encuestas Epidemiológicas , Infecciones por Papillomavirus , Vacunas contra Papillomavirus , Neoplasias del Cuello Uterino , Cobertura de Vacunación , Humanos , Femenino , Vacunas contra Papillomavirus/administración & dosificación , Adulto Joven , Infecciones por Papillomavirus/prevención & control , Cobertura de Vacunación/estadística & datos numéricos , Adolescente , Neoplasias del Cuello Uterino/prevención & control , África del Sur del Sahara/epidemiología , Adulto , Vacunación/estadística & datos numéricos , Conocimientos, Actitudes y Práctica en Salud , Virus del Papiloma Humano
2.
BMC Public Health ; 24(1): 1734, 2024 Jun 28.
Artículo en Inglés | MEDLINE | ID: mdl-38943130

RESUMEN

BACKGROUND: Poor infant and child feeding practices, in combination with increased rates of infectious diseases, are the main immediate causes of malnutrition during the first two years of life. Non-breastfed children require milk and other dairy products, as they are rich sources of calcium and other nutrients. As far as our search is concerned, there is no evidence on the pooled magnitude and determinants of minimum milk feeding frequency among non-breastfed children in sub-Saharan Africa conducted using the most recent indicators for assessing infant and young child feeding practices published in 2021. Therefore, this study is intended to determine the magnitude and associated factors of minimum milk feeding frequency among non-breastfed children aged 6-23 months in sub-Saharan Africa using the most recent guideline and demographic and health survey dataset. METHODS: Data from the most recent health and demographic surveys, which were carried out between 2015 and 2022 in 20 sub-Saharan African countries, were used. The study comprised a weighted sample consisting of 13,315 non-breastfed children between the ages of 6 and 23 months. STATA/SE version 14.0 statistical software was used to clean, recode, and analyze data that had been taken from DHS data sets. Utilizing multilevel mixed-effects logistic regression, the factors associated with the outcome variable were identified. Model comparison and fitness were assessed using deviance (-2LLR), likelihood ratio test, median odds ratio, and intra-class correlation coefficient. Finally, variables with a p-value < 0.05 and an adjusted odds ratio with a 95% confidence interval were declared statistically significant. RESULTS: The pooled magnitude of minimum milk feeding frequency among non-breastfed children aged 6-23 months in sub-Saharan African countries was 12.39% (95% CI: 11.85%, 12.97%). Factors like maternal educational level [AOR = 1.61; 95% CI (1.35, 1.91)], marital status of the mother [AOR = 0.77; 95% CI (0.67, 0.89)], maternal working status [AOR = 0.80; 95% CI (0.71, 0.91)], media exposure [AOR = 1.50; 95% CI (1.27, 1.77)], wealth index [AOR = 1.21; 95% CI (1.03, 1.42)], place of delivery [AOR = 1.45; 95% CI (1.22, 1.72)], ANC visit attended during pregnancy [AOR = 0.49; 95% CI (0.39, 0.62)], PNC checkup [AOR = 1.57; 95% CI (1.40, 1.76)], child's age [AOR = 0.70; 95% CI (0.53, 0.93)], and residence [AOR = 2.15; 95% CI (1.87, 2.46)] were significantly associated with minimum milk feeding frequency. CONCLUSIONS: In sub-Saharan Africa, the proportion of minimum milk feeding frequency among non-breastfed children aged between 6 and 23 months was low. The likelihood of minimum milk feeding frequency increases with high levels of education, unemployment, media exposure, rich wealth status, being unmarried, having a child born in a health facility, getting PNC checks, being between 6 and 8 months old, and living in an urban area. Hence, promoting women's education, increasing the economic status of the household, disseminating nutrition information through media, strengthening maternal health service utilization like health facility delivery and PNC services, and giving prior attention to mothers with older children and from rural areas are strongly recommended.


Asunto(s)
Encuestas Epidemiológicas , Análisis Multinivel , Humanos , África del Sur del Sahara , Lactante , Femenino , Masculino , Conducta Alimentaria , Adulto , Lactancia Materna/estadística & datos numéricos , Leche
3.
PLoS One ; 19(6): e0305810, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38917208

RESUMEN

INTRODUCTION: Preterm birth is the leading cause of both infant and neonatal mortality. It also had long-term consequences for the physical and neurological development of a growing child. The majority of these and related problems occur in low- and middle-income countries, particularly in sub-Saharan Africa, due to resource scarcity to sustain the lives of premature babies. Despite this, there is a paucity of recent information on the pooled prevalence and factors associated with preterm birth in sub-Saharan Africa. Therefore, this study aimed to update the pooled prevalence and determinants of preterm birth in sub-Saharan Africa based on the most recent Demographic and Health Survey data. METHODS: A cross-sectional study design using the most recent demographic and health survey data from eight sub-Saharan African countries was used. We included a total weighted sample of 74,871 reproductive-aged women who gave birth in the five years preceding the survey. We used a multilevel logistic regression model to identify associated factors of preterm birth in sub-Saharan Africa. The adjusted odds ratio at 95% Cl was computed to assess the strength and significance of the association between explanatory and outcome variables. Factors with a p-value of <0.05 are declared statistically significant. RESULTS: In this study, the pooled prevalence of preterm birth among reproductive-aged women in eight sub-Saharan African countries was 3.11% (95% CI: 2.98-3.25). Working mothers (AOR = 0.61; 95% CI: 0.38-0.97), being married (AOR = 0.63; 95% CI: 0.40-0.99), and having media exposure (AOR = 0.59; 95% CI: 0.36-0.96) decrease the odds of preterm birth. On the other hand, being low birth weight (AOR = 17.7; 95% CI: 10.7-29.3), having multiple pregnancies (AOR = 3.43; 95% CI: 1.82-6.45), having a history of terminated pregnancies (AOR = 1.56; 95% CI: 1.01-2.41), being un-educated (AOR = 3.16; 95% CI: 1.12-8.93), being of a maternal age above 35 (AOR = 1.63; 95% CI: 1.08-2.45), maternal alcohol use (AOR = 19.18; 95% CI: 13.6-38.8), and being in the low socio-economic status (AOR = 1.85; 95% CI: 1.11-3.07) of the community increase the odds of preterm birth. CONCLUSION: The burden of preterm birth among reproductive-age women in sub-Saharan Africa showed improvements as compared to previous findings. To further lessen the burden, policymakers and other pertinent organizations must prioritize maternal health, expand media access, educate and empower women, and promote a healthy lifestyle for reproductive-age women.


Asunto(s)
Encuestas Epidemiológicas , Nacimiento Prematuro , Humanos , Femenino , África del Sur del Sahara/epidemiología , Nacimiento Prematuro/epidemiología , Adulto , Estudios Transversales , Embarazo , Adulto Joven , Adolescente , Prevalencia , Factores de Riesgo , Recién Nacido , Persona de Mediana Edad
4.
PLoS One ; 19(6): e0304065, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38848390

RESUMEN

INTRODUCTION: Neonatal mortality during the first week of life is a global issue that is responsible for a large portion of deaths among children under the age of five. There are, however, very few reports about the issue in sub-Saharan Africa. For the sake of developing appropriate policies and initiatives that could aid in addressing the issue, it is important to study the prevalence of mortality during the early neonatal period and associated factors. Thus, the aim of this study was to ascertain the prevalence of and pinpoint the contributing factors to early neonatal mortality in sub-Saharan Africa. METHOD: Data from recent demographic and health surveys in sub-Saharan African countries was used for this study. The study included 262,763 live births in total. The determinants of early newborn mortality were identified using a multilevel mixed-effects logistic regression model. To determine the strength and significance of the association between outcome and explanatory variables, the adjusted odds ratio (AOR) at a 95% confidence interval (CI) was computed. Independent variables were deemed statistically significant when the p-value was less than the significance level (0.05). RESULT: Early neonatal mortality in sub-Saharan Africa was 22.94 deaths per 1,000 live births. It was found to be significantly associated with maternal age over 35 years (AOR = 1.77, 95% CI: 1.34-2.33), low birth weight (AOR = 3.27, 95% CI: 2.16, 4.94), less than four ANC visits (AOR = 1.12, 95% CI: 1.01, 1.33), delivery with caesarean section (AOR = 1.81, 95% CI: 1.30-2.5), not having any complications during pregnancy (AOR = 0.76, 95% CI: 0.61, 94), and community poverty (AOR = 1.32, 95% CI: 1.05-1.65). CONCLUSION: This study found that about twenty-three neonates out of one thousand live births died within the first week of life in sub-Saharan Africa. The age of mothers, birth weight, antenatal care service utilization, mode of delivery, multiple pregnancy, complications during pregnancy, and community poverty should be considered while designing policies and strategies targeting early neonatal mortality in sub-Saharan Africa.


Asunto(s)
Encuestas Epidemiológicas , Mortalidad Infantil , Humanos , África del Sur del Sahara/epidemiología , Mortalidad Infantil/tendencias , Recién Nacido , Femenino , Adulto , Embarazo , Masculino , Lactante , Edad Materna , Adulto Joven , Factores de Riesgo , Adolescente , Oportunidad Relativa
5.
Front Public Health ; 12: 1359572, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38751581

RESUMEN

Background: One of the biggest breakthroughs of contemporary medicine is measles vaccination. It is essential for the total elimination of measles. Understanding the magnitude and determinants of effective second-dose measles vaccination coverage is a critical task. Accordingly, we set out to check the best available evidence of the pooled second-dose measles vaccination coverage among under-five children in East Africa. Method: We searched electronic databases such as PubMed, Google Scholar, Cochrane, and others. Two reviewers separately carried out the search of the Joanna Briggs Institute, selection of studies, critical appraisal, and data extraction. A third party was involved in resolving the disagreement among the reviewers. Seven studies included in this study, four from Ethiopia, two from Kenya, and one from Tanzania were cross-sectional and published in English language, with publication dates before 29 November 2023. Articles lacking full-text, the intended outcome, and that are not qualitative studies were excluded from the analysis. The Microsoft Excel checklist was used to extract the data and then exported to STATA 11. In addition, I2, Funnel plots, and Egger's test were employed to measure heterogeneity and detect publication bias, respectively. A random effect model was used. Result: The meta-analysis includes a total sample size of 4,962 children from seven articles. The pooled prevalence of second-dose measles vaccination among under-five children in East Africa was found to be 32.22% [95% CI; (18.82, 45.63)], and the significant factors were as follows: birth order (1.72; OR = 95% CI: 1.32, 2.23), information about measles-containing second-dose vaccine (MCV 2) (7.39; OR = 95% CI: 5.21, 10.50), mother's marital status (1.47; OR = 95% CI: 1.05, 2.07), complete immunization for other vaccines (2.17; OR = 95% CI: 1.49, 3.17), and distance of vaccination site (3.31; OR = 95% CI: 2.42, 4.53). Conclusion: The current study found that pooled prevalence of second-dose measles vaccination coverage among under-five children was still very low. It was also observed that birth order, distance of the vaccination site, complete immunization for other vaccines, mother's marital status, and information about MCV were factors associated with second-dose measles vaccination. These factors imply that there is a need for countries and their partners to act urgently to secure political commitment, expand primary health service and health education, and increase vaccination coverage.


Asunto(s)
Vacuna Antisarampión , Sarampión , Cobertura de Vacunación , Humanos , Vacuna Antisarampión/administración & dosificación , Sarampión/prevención & control , Cobertura de Vacunación/estadística & datos numéricos , Preescolar , Lactante , África Oriental , Estudios Transversales , Femenino , Vacunación/estadística & datos numéricos , Masculino
6.
BMC Pediatr ; 24(1): 322, 2024 May 10.
Artículo en Inglés | MEDLINE | ID: mdl-38730351

RESUMEN

INTRODUCTION: Diarrhea is a common public health problem and the third leading cause of death in the world among children under the age of five years. An estimated 2 billion cases and 1.9 million deaths are recorded among children under the age of five years every year. It causes body fluid loss and electrolyte imbalance. Even though, early initiation of recommended homemade fluid is a simple and effective approach to prevent diarrhea-related complications and mortality of children, recommended homemade fluid utilization for the treatment of diarrhea is still low in sub-Saharan African countries. Therefore, this study aimed to assess the magnitude of recommended homemade fluid utilization for the treatment of diarrhea and associated factors among children under five in sub-Saharan African countries. METHOD: The most recent Demographic and Health Survey dataset of 21 sub-Saharan African countries from 2015 to 2022 was used for data analysis. A total of 33,341 participants were included in this study as a weighted sample. Associated factors were determined using a multilevel mixed-effects logistic regression model. Significant factors in the multilevel mixed-effect logistic regression model were declared significant at p-values < 0.05. The adjusted odds ratio (AOR) and confidence interval (CI) were used to interpret the results. RESULT: The overall recommended homemade fluid utilization for the treatment of diarrhea among children under five in sub-Saharan African countries was 19.08% (95% CI = 18.66, 19.51), which ranged from 4.34% in Burundi to 72.53% in South Africa. In the multivariable analysis, being an educated mother/caregiver (primary and secondary level) (AOR = 1.15, 95% CI: 1.04, 1.27) and (AOR = 1.30, 95% CI: 1.15, 1.1.47), the primary and secondary level of fathers education (AOR = 1.53, 95% CI: 1.37, 1.71) and (AOR = 1.41, 95% CI: 1.19, 1.1.68), having antenatal care follow-up (AOR = 1.16, 95% CI: 1.01, 1.33), having multiple children (AOR = 1.17, 95% CI: 1.07, 1.28), and being an urban dweller (AOR = 1.15, 95% CI: 1.04, 1.27) were factors associated with recommended homemade fluid utilization. CONCLUSION: The overall recommended homemade fluid utilization for the treatment of diarrhea was low. Individual and community-level variables were associated with recommended homemade fluid utilization for the treatment of diarrhea. Therefore, special consideration should be given to rural dwellers and caregivers who have three and below children. Furthermore, better to strengthen the antenatal care service, mother/caregiver education, and father's education to enhance recommended homemade fluid utilization for the treatment of diarrhea.


Asunto(s)
Diarrea , Fluidoterapia , Humanos , África del Sur del Sahara/epidemiología , Diarrea/terapia , Preescolar , Lactante , Fluidoterapia/métodos , Femenino , Masculino , Encuestas Epidemiológicas , Análisis Multinivel , Modelos Logísticos , Recién Nacido
7.
Hum Vaccin Immunother ; 20(1): 2352905, 2024 Dec 31.
Artículo en Inglés | MEDLINE | ID: mdl-38772729

RESUMEN

BACKGROUND: In low- and middle-income countries where vaccination rates are low, tetanus is still an important threat to public health. Although maternal and neonatal tetanus remains a major global health concern, its magnitude and determinates are not well studied. Therefore, this study aimed to assess the number of tetanus toxoid injections and associated factors among pregnant women in low- and middle-income countries. METHODS: Data from the most recent Demographic and Health Surveys, which covered 60 low- and middle-income countries from 2010 to 2022, was used for secondary data analysis. The study included a total of 118,704 pregnant women. A statistical software package, STATA 14, was used to analyze the data. A negative binomial regression of a cross-sectional study was carried out. Factors associated with the number of tetanus vaccinations were declared significant at a p-value of < 0.05. The incidence rate ratio and confidence interval were used to interpret the results. A model with the smallest Akaike Information Criterion and Bayesian Information Criterion values and the highest log likelihood was considered the best-fit model for this study. RESULTS: In low- and middle-income countries, 26.0% of pregnant women took at least two doses of the tetanus toxoid vaccine. Factors such as maternal education, primary (IRR = 1.22, 95% CI: 1.17, 1.26), secondary (IRR = 1.19, 95% CI: 1.15, 1.23), higher (IRR = 1.16, 95% CI: 1.12, 1.20), employment (IRR = 1.11, 95% CI: 1.09, 1.13), 1-3 ANC visits (IRR = 2.49, 95% CI: 2.41, 2.57), ≥4 visits (IRR = 2.94, 95% CI: 2.84, 3.03), wealth index (IRR = 1.06; 95% CI: 11.04, 1.08), ≥birth order (IRR = 1.04, 95% CI: 1.02, 1.27), distance to health facility (IRR = 1.02, 95% CI: 1.00, 1.03), and health insurance coverage (IRR = 1.08; 95% CI: 1.06, 1.10) had a significant association with the number of tetanus vaccinations among pregnant women. CONCLUSIONS AND RECOMMENDATIONS: This study concludes that the number of tetanus toxoid vaccinations among pregnant women in low- and middle-income countries is low. In the negative binomial model, the frequency of tetanus vaccinations has a significant association with maternal employment, educational status, wealth index, antenatal care visits, birth order, distance from a health facility, and health insurance. Therefore, the ministries of health in low and middle-income countries should give attention to those women who had no antenatal care visits and women from poor wealth quantiles while designing policies and strategies.


Asunto(s)
Países en Desarrollo , Mujeres Embarazadas , Toxoide Tetánico , Tétanos , Vacunación , Humanos , Femenino , Toxoide Tetánico/administración & dosificación , Embarazo , Estudios Transversales , Adulto , Tétanos/prevención & control , Adulto Joven , Vacunación/estadística & datos numéricos , Países en Desarrollo/estadística & datos numéricos , Adolescente , Distribución de Poisson , Cobertura de Vacunación/estadística & datos numéricos
8.
Hum Vaccin Immunother ; 20(1): 2335730, 2024 Dec 31.
Artículo en Inglés | MEDLINE | ID: mdl-38575525

RESUMEN

Rotavirus is the most common cause of diarrhea in children worldwide. In 2016, rotavirus infection resulted in 258 173 300 episodes of diarrhea and 128 500 child deaths in the globe. The study aimed to assess the magnitude of Rotavirus vaccine dose-two dropout and associated factors among children who received rotavirus vaccine dose-one in sub-Saharan African countries. The appended and most recent demographic and health survey (DHS) dataset of 17 sub-Saharan African countries was used for data analysis. A total of 73,396 weighted samples were used. Factors associated with the outcome variable were considered significant if their p-values were ≤ .05 in the multilevel mixed-effect logistic regression model. The overall Rotavirus vaccine dose-two dropouts was 10.77% (95% CI 10.55%, 11.00%), which ranged from 2.77% in Rwanda to 37.67% in Uganda. Being younger, late birth order, having difficulty accessing health facilities, having no media exposure, having no work, having home delivery, having no antenatal follow-up, and having no postnatal checkup were factors significantly associated with the outcome variable. The overall Rotavirus vaccine dose-two dropout was higher in sub-Saharan African countries which implies that vaccine dropout is still a great issue in the region. Special attention should be given to those mothers who are young, who have no work, who give birth at home, who experienced difficulty in accessing health facilities, and late birth orders. Furthermore, targeted interventions should be considered for improving access and utilization of media, antenatal care, and postnatal care services.


Asunto(s)
Vacunas contra Rotavirus , Niño , Humanos , Femenino , Embarazo , Análisis Multinivel , Diarrea/prevención & control , África del Sur del Sahara/epidemiología , Demografía
9.
Vaccine ; 41(49): 7428-7434, 2023 Nov 30.
Artículo en Inglés | MEDLINE | ID: mdl-37949753

RESUMEN

INTRODUCTION: Tetanus is a major public health problem in low and middle income countries including in sub-Saharan Africa. Tetanus toxoid vaccine immunization during pregnancy is a global strategy against mortality due to maternal and neonatal tetanus. Recent data on tetanus toxoid-containing vaccination during pregnancy provides insight to policymakers for better implementation of the vaccine. Hence, this study aimed to determine prevalence and determinants of immunization with tetanus toxoid containing vaccine among pregnant women in sub-Saharan Africa. METHODS: Secondary analysis of the recent demographic and health survey data was done using a sample of 173,032 pregnant women. Stata 14 statistical software was used for analysis and multilevel logistic regression model was applied to determine associated factors of two or more tetanus toxoid-containing vaccine immunization. P-value less than 0.05 for adjusted odds ratio was used to identify factors significantly associated with the outcome. RESULT: The prevalence of immunization with two and more doses of tetanus toxoid-containing vaccine in sub-Saharan Africa was found to be 49.8 %. Women's age 36-49, women's education, poor household wealth index, unwanted pregnancy, women's occupation, husband education, and community illiteracy were significantly associated with two or more doses of tetanus toxoid-containing vaccine immunization in sub-Saharan Africa. CONCLUSION: In sub-Saharan Africa, less than half of pregnant women were immunized with two or more doses of tetanus toxoid-containing vaccine. Women's education and women's employment positively affected immunization with two or more doses of tetanus toxoid-containing vaccine. Women's age group of 36-49 years, unwanted pregnancy, poor household wealth index, husbands having no formal education, and community illiteracy negatively affected receipt of two or more doses of tetanus toxoid-containing vaccine. Therefore, policymakers should take into account the determinants of tetanus toxoid immunization throughout its implementation so as to boost the coverage of tetanus toxoid immunization in sub-Saharan Africa.


Asunto(s)
Toxoide Tetánico , Tétanos , Recién Nacido , Femenino , Humanos , Embarazo , Adulto , Persona de Mediana Edad , Tétanos/prevención & control , Mujeres Embarazadas , Prevalencia , Vacunación , Inmunización , África del Sur del Sahara
10.
PLoS One ; 18(11): e0295289, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38033152

RESUMEN

BACKGROUND: Home deliveries, where most births take place, are significantly responsible for the majority of maternal mortality. In order to develop appropriate policies and methods that could aid in addressing the issue, it is important to understand the scope of home delivery and its determinants in developing countries. Therefore, this study aims to ascertain the prevalence and factors associated with home delivery among women who had optimal ANC follow up in the Sub-Saharan Africa countries. METHODS: A population based cross-sectional study was conducted. Data from the most recent Demographic and Health Surveys, which covered 23 Sub-Saharan Africa countries from 2014 to 2020, were used. The study used a total of 180,551 women who had optimal ANC follow up weighted sample. Stata 14 was used to analyze the data. The determinants of home delivery were determined using a multilevel mixed-effects logistic regression model. Factors associated with home delivery in the multilevel logistic regression model were declared significant at p-values <0.05. The adjusted odds ratio and confidence interval were used to interpret the results. RESULTS: In Sub-Saharan Africa, three in ten (30%) women who had optimal ANC follow-up gave birth at home. Individual-level variables such as maternal age (20 to 35 years) (AOR = 1.27, 95% CI: 1.10, 1.46), no formal education (AOR = 3.10, 95% CI: 2.68, 3.59), pregnancy complications (AOR = 0.74, 95% CI: 0.67, 0.82), distance to a health facility (AOR = 1.43, 95% CI: 1.30, 1.58), and poor wealth status (AOR = 2.71, 95% CI: 2.37, 3.10) had higher odds of home delivery. Community-level variables such as rural residence (AOR = 2.83, 95% CI: 2.48, 3.22), living in central Sub-Saharan Africa (AOR = 7.95, 95% CI: 5.81, 10.9), and eastern Sub-Saharan Africa (AOR = 2.74, 95% CI: 2.09, 3.59), were significantly associated with home delivery. CONCLUSIONS AND RECOMMENDATION: This study concludes that home delivery in sub-Saharan Africa among women who had optimal ANC follow-up were high. The study identified that both individual and community-level variables were determinants of home delivery. Therefore, the Government and ministries of health in Sub-Saharan Africa countries should give attention to those women who reported distance as a big problem to health facilities and for rural resident women while designing policies and strategies targeting reducing home delivery in sub-Saharan Africa.


Asunto(s)
Análisis Multinivel , Embarazo , Femenino , Humanos , Adulto Joven , Adulto , Masculino , Estudios Transversales , Estudios de Seguimiento , Modelos Logísticos , África del Sur del Sahara/epidemiología , Encuestas Epidemiológicas
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