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BACKGROUND: Essential Newborn care (ENC) is a High-quality universal newborn health care devised by the World Health Organization for the provision of prompt interventions rendered to newborns during the postpartum period. Even though conducting comprehensive studies could provide a data-driven approach to tackling barriers to service adoption, there was a dearth of studies in Ethiopia that assess the geographical variation and predictors of missing ENC. Hence, this study aimed to identify geographical, individual, and community-level predictors of missing ENC messages at the national level. METHODS: This study used the 2016 Ethiopian Demographic and Health Survey, by using a weighted sample of 7,590 women who gave birth within two years prior to the survey. The spatial analysis was carried out using Arc-GIS version 10.7 and SaTScan version 9.6 statistical software. Spatial autocorrelation (Moran's I) was checked to figure out the non-randomness of the spatial variation of missing ENC in Ethiopia. Six items of care used to construct a composite index.0of ENC uptake were cord examination, temperature measurement, counselling on danger signs, counselling on breastfeeding, observation of breastfeeding, and measurement of birth weight. To assess the presence of significant differences in the mean number of ENC items across covariates, independent t-tests and one-way ANOVA were performed. Finally, a multilevel multivariable mixed-effect negative binomial regression was done by using STATA version 16. The adjusted incidence rate ratio (aIRR) with its corresponding 95% CI was used as a measure of association and variables with a p-value<0.05 were identified as significant predictors of ENC. RESULTS: The overall prevalence of missing ENC was 4,675 (61.6%) (95% CI: 60.5, 62.7) with a significant spatial variation across regions. The majority of Somali, Afar, south Amhara, and SNNPR regions had statistically significant hotspots for missing ENC. The mean (±SD) number of ENC items received was 1.23(±1.74) with a variance of 3.02 indicating over-dispersion. Living in the poorest wealth quintile (aIRR = 0.67, 95%CI: 0.51, 0.87), lack of Antenatal care (aIRR = 0.52, 95%CI: 0.49, 0.71), birth at home (aIRR = 0.27, 95% CI: 0.17, 0.34), living in rural area (aIRR = 0.39, 95% CI: 0.24, 0.57) were significant predictors of ENC uptake. CONCLUSION: The level of missing ENC was found to be high in Ethiopia with a significant spatial variation across regions. Hence, the government and policymakers should devise strategies for hotspot areas to improve women's economic capabilities, access to education, and health-seeking behaviours for prenatal care and skilled delivery services to improve ENC uptake.
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Periodo Posparto , Humanos , Etiopía , Femenino , Recién Nacido , Adulto , Adulto Joven , Análisis Espacial , Adolescente , Cuidado del Lactante/estadística & datos numéricos , Análisis Multinivel , Geografía , Embarazo , Factores SocioeconómicosRESUMEN
INTRODUCTION: Pneumococcal disease is a serious global public health concern. The primary causative agent of severe illnesses such as pneumonia, meningitis, acute otitis media, and bacteremia is the pneumococcus bacterium. The pneumococcal conjugate vaccine is a key strategy to reduce the burden of pneumococcal disease. Understanding the spatial distribution of complete childhood pneumococcal conjugate vaccine utilization and its associated factors is crucial for designing strategies to improve vaccination implementation. Therefore, this study aimed to determine the spatial distribution of complete childhood pneumococcal conjugate vaccination coverage and identify its determinants in Ethiopia. METHOD: A spatial and multilevel analysis was conducted using data from the 2019 Ethiopian Mini Demographic and Health Survey. The analysis included a total of 2,055 weighted children. The association between the outcome variable and the explanatory variables was determined by calculating adjusted odds ratios at a 95% confidence interval. Explanatory variables were considered significantly associated with the outcome if the p-value was less than 0.05. RESULT: The prevalence of complete childhood pneumococcal conjugate vaccination in Ethiopia was 53.94% (95% CI: 51.77, 56.08). Higher complete childhood pneumococcal vaccination coverage was observed in the Addis Ababa, Tigray, Amhara, Benishangul-Gumuz, and Oromia regions, while lower coverage was seen in the Afar, Somali, and SNNPR regions of Ethiopia. Factors significantly associated with complete childhood pneumococcal conjugate vaccination included maternal age, antenatal care visits, place of delivery, region, community women's literacy level, community poverty level, and community antenatal care utilization. CONCLUSION: The distribution of complete childhood pneumococcal conjugate vaccination exhibited spatial variability across Ethiopia. Approximately half of children aged twelve to thirty-five months received the full dose of the childhood pneumococcal conjugate vaccine in the country. Several factors were identified as statistically significant determinants of complete childhood pneumococcal conjugate vaccination, including maternal age, antenatal care visits, place of delivery, region, community women's literacy level, community poverty level, and community ANC utilization. Therefore, policies and strategies aimed at combating pneumococcal disease should consider these determinants and address areas with low vaccination coverage.
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Análisis Multinivel , Infecciones Neumocócicas , Vacunas Neumococicas , Análisis Espacial , Cobertura de Vacunación , Vacunas Conjugadas , Humanos , Etiopía/epidemiología , Femenino , Vacunas Neumococicas/administración & dosificación , Preescolar , Masculino , Lactante , Cobertura de Vacunación/estadística & datos numéricos , Vacunas Conjugadas/administración & dosificación , Infecciones Neumocócicas/prevención & control , Infecciones Neumocócicas/epidemiología , Prevalencia , Adolescente , Adulto , Adulto JovenRESUMEN
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.
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Conducta Anticonceptiva , Anticoncepción , Servicios de Planificación Familiar , Encuestas Epidemiológicas , Análisis Multinivel , Humanos , Femenino , Etiopía , Adolescente , Adulto Joven , Servicios de Planificación Familiar/estadística & datos numéricos , Conducta Anticonceptiva/estadística & datos numéricos , Anticoncepción/estadística & datos numéricos , Matrimonio/estadística & datos numéricos , Necesidades y Demandas de Servicios de Salud/estadística & datos numéricos , Adulto , Embarazo , Factores SocioeconómicosRESUMEN
BACKGROUND: Addressing the global challenge of sexually transmitted infections (STIs) is crucial and demands immediate attention. Raising awareness, improving healthcare facilities, and implementing preventive measures are necessary to reduce the spread and mitigate their adverse effects. The treatment seeking behavior of individuals in relation to STIs is an important factor in STI prevention and control. Thus, this study aimed to identify factors associated with STI-related care-seeking behavior among sexually active men in East Africa. METHODS: A weighted sample of 3,302 sexually active men from recent Demographic and Health Surveys (DHSs) in East African countries were included for analysis. To accommodate the inherent clustering in DHS data and the binary nature of the dependent variable, we applied a multi-level mixed-effect logistic regression model. The deviance value was used to select the best-fitted model. The strength of the association was estimated using an adjusted odds ratio, along with a 95% confidence interval, and statistical significance was determined at a p-value < 0.05. RESULT: The pooled prevalence of STI-related care-seeking behavior among sexually active men in East Africa was 71% (95%CI: 69.76, 72.75). In the multivariable multilevel model, individuals in the age groups of 25-34 (AOR = 1.58, 95%CI: 1.22, 2.04) and 44 years and above (AOR = 1.44, 95%CI: 1.01, 2.02), those who were married (AOR = 1.62, 95%CI: 1.25, 2.11), had 1 (AOR = 1.88, 95%CI: 1.50, 2.35) and ≥2 (AOR = 2.53, 95%CI: 1.89, 3.39) sexual partners excluding their spouse, had ever been tested for HIV (AOR = 1.86, 95%CI: 1.52, 2.28), and had media exposure (AOR = 1.30, 95%CI: 1.04, 1.62) had a positive association with care-seeking behavior for STIs. CONCLUSION: Based on our findings, seven out of ten sexually active men in East Africa exhibit care-seeking behavior for STIs. It is crucial to implement policies and strategies aimed at improving the health-seeking habits of young, unmarried men. Utilizing diverse media platforms to disseminate accurate information and success stories about STI symptoms is pivotal in achieving this goal.
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Aceptación de la Atención de Salud , Conducta Sexual , Enfermedades de Transmisión Sexual , Humanos , Masculino , Adulto , Enfermedades de Transmisión Sexual/epidemiología , Enfermedades de Transmisión Sexual/prevención & control , África Oriental/epidemiología , Aceptación de la Atención de Salud/estadística & datos numéricos , Adulto Joven , Adolescente , Persona de Mediana Edad , Análisis Multinivel , PrevalenciaRESUMEN
Introduction: Intimate partner violence (IPV) is a human rights violation that often involves violence against women, which appears to be the most prevalent type of abuse. IPV is a global public health issue with major human rights violations. Pregnant women's IPV needs special consideration because of the possible harm that might happen to mothers and their fetuses. The enormous global public health issue of IPV affects physical, mental, and sexual transgressions. Even though there were studies conducted on IPV among women, few studies were conducted among pregnant women in sub-Saharan African countries. Therefore, this study revealed IPV and associated factors among pregnant women from the recent Demographic and Health Survey (DHS) in sub-Saharan African countries. Methods: Multilevel logistic regression analysis used data from the recent sub-Saharan African countries DHS was carried out using this secondary data. For this study, pregnant women between the ages of 15 and 49 were included; the total sample size was 17,672. Multilevel logistic regression models were calibrated to determine the associated factors at the individual and community level with IPV, with a 95% CI and AOR. Results: The prevalence of IPV among pregnant women in 23 sub-Saharan African countries was 41.94%, with a 95% CI of 40.82 to 43.06%. Poorer and poorest [AOR = 1.92; 95% CI: (1.01, 3.67)] and [AOR = 2.01; 95% CI:(1.02, 3.92)], partner alcohol drink [AOR = 3.37;95% CI:(2.21, 5.14)], and no partner education [AOR = 2.01;95% CI:(1.12, 3.63)] were statistically associated factors with IPV among pregnant women. Conclusion: The prevalence of IPV among pregnant women in sub-Saharan African countries was high (41.94%). Low economic status, partner drinking alcohol, and partner no education were the associated factors of IPV. This finding provides clues for policymakers and other organizations concerned about women.
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Encuestas Epidemiológicas , Análisis Multinivel , Mujeres Embarazadas , Humanos , Femenino , África del Sur del Sahara/epidemiología , Adulto , Embarazo , Adolescente , Mujeres Embarazadas/psicología , Prevalencia , Adulto Joven , Persona de Mediana Edad , Violencia de Pareja/estadística & datos numéricos , Factores de Riesgo , Modelos Logísticos , Violencia Doméstica/estadística & datos numéricos , Factores SocioeconómicosRESUMEN
OBJECTIVES: While older adults showed higher mortality during COVID-19 pandemic, protective behaviours (knowledge regarding coping with COVID-19 symptoms and preventive behaviours) were highlighted to be important to prevent the spread of infection. This study aimed to identify individual and community-level variables influencing deficient knowledge regarding coping with COVID-19 and not-practicing COVID-19 of older adults during the pandemic. DESIGN: This is a secondary analysis of a cross-sectional study using the 2020 Korea Community Health Survey (KCHS). SETTING: 255 community public health centres nationwide, South Korea. METHODS AND ANALYSIS: Using 2020 KCHS data, multilevel logistic regression analysis was conducted on 55 005 adults aged 65 years or older. RESULTS: Older adults who reside alone, as opposed to with their spouse and who lack the support of another individual exhibited insufficient COVID-19 coping-related knowledge (OR: 1.142, p<0.001) and poor preventive behaviours (OR: 1.177, p<0.001). Furthermore, lower municipal social welfare budget levels were associated with worse health behaviours (OR: 0.062, p<0.001). Specifically, older adults living in rural areas were less likely to engage in COVID-19 preventive behaviours compared with those in urban areas (OR: 1.247, p<0.001). Additionally, the effectiveness of mass media as a motivating factor for adopting preventive measures was only significant in rural populations (OR: 0.944, p<0.05). CONCLUSIONS: Both individual-level and community-level approaches are necessary as an initial response during the pandemic. Since elderly people living alone with low socioeconomic status are vulnerable groups with poor health behaviours, it is helpful to provide social support on how to respond to infectious diseases and manage symptoms. In addition, it is important to expand the municipal social welfare budget to promote health equity between regions through appropriate health behaviour education and the strengthening of public medical services.
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COVID-19 , Conductas Relacionadas con la Salud , Conocimientos, Actitudes y Práctica en Salud , Análisis Multinivel , SARS-CoV-2 , Humanos , COVID-19/prevención & control , COVID-19/epidemiología , Anciano , Masculino , Femenino , Estudios Transversales , República de Corea/epidemiología , Anciano de 80 o más Años , Adaptación Psicológica , Pandemias/prevención & controlRESUMEN
BACKGROUND: According to the WHO, obstetric fistula (OBF) is an abnormal connection between the genital tract and the urinary tract that occurs as the result of obstetric trauma, typically from prolonged obstructed labour. In 2018, globally, 50 000 and 100 000 cases of OBF are reported each year. The core of activities focused on reducing fistulas depends on a review of the disorder's knowledge and the features of women at risk of having a lack of understanding. The effect of community-level factors on awareness of OBF was not yet known in Nepal. Therefore, we aimed to investigate the community-level and individual-level factors of awareness of OBF among childbearing-aged women in Nepal. METHODS: The 2022 Nepal Demographic and Health Survey data were used for this study. It included 14 845 childbearing-aged women. Because of the clustering effects of Demographic and Health Survey data and the binary nature of the outcome variable, a multilevel binary logistic regression model was applied. An adjusted OR (AOR) with a 95% CI was reported to declare the statistical significance. In addition, the model that had the lowest deviance was the one that best fit the data. RESULTS: The overall prevalence of awareness of OBF among childbearing women in Nepal was 35.9% (95% CI 35.1%, 36.7%). Educational status (women who attended secondary education (AOR=1.65; 95% CI 1.41, 3.03) and higher education (AOR=4.29; 95% CI 1.14, 36.70)), currently working status (AOR=1.85; 95% CI 1.04, 3.30), birth history (AOR=2.23; 95% CI 1.48, 4.10), media exposure (AOR=1.54; 95% CI 1.07, 3.09) and women's age from 30 to 39 (AOR=3.38; 95% CI 1.35, 8.93) and 40 to 49 years old (AOR=4.68; 95% CI 1.60, 13.67) at the individual level, as well as urban residence (AOR=1.53; 95% CI 1.99, 2.87) and high community-level media exposure (AOR=2.05; 95% CI 1.67, 2.64) at the community level were statistically significant factors with awareness of OBF. CONCLUSION: Our study revealed that awareness of OBF among childbearing-aged women in Nepal was low (35.9%). The findings of this study will assist policymakers and public health programmers in understanding the magnitude of OBF awareness and the contributory factors. In addition, it will be useful to increasing awareness of OBF in the communities and promoting primary prevention approaches through education and motivation efforts.
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Conocimientos, Actitudes y Práctica en Salud , Encuestas Epidemiológicas , Complicaciones del Trabajo de Parto , Humanos , Femenino , Nepal/epidemiología , Adulto , Adulto Joven , Embarazo , Persona de Mediana Edad , Complicaciones del Trabajo de Parto/epidemiología , Adolescente , Análisis Multinivel , Modelos Logísticos , Escolaridad , PrevalenciaRESUMEN
BACKGROUND: The benefits of exclusive breastfeeding (EBF) have been universally documented, with evidence of positive impacts on a child's optimal growth, development, and survival. However, EBF practices in Nepal have fluctuated and declined over the last 25 years. In addition to the individual factors of mothers and infants, EBF practices are affected by multiple community-level factors. Understanding these factors is essential for designing breastfeeding promotion programs to improve child nutritional status in Nepal. This study investigated the individual- and community-level determinants of EBF practices among young infants aged 0-5 months in Nepal. METHOD: We used the dataset from the Nepal Demographic and Health Survey 2022. Information on EBF in the past 24 h was available for 540 infants aged 0-5 months. A multilevel mixed-effect logistic regression was used to identify individual- and community-level factors associated with EBF among infants aged 0-5 months in Nepal. RESULTS: The 24-hour prevalence of EBF among infants aged 0-5 months was 57.46% (95% confidence interval (CI): 52.18, 62.57). The infant's age was inversely associated with EBF prevalence at the individual level. Compared with infants aged < 1 month, infants aged three months (adjusted odds ratio (AOR): 0.14, 95% CI: 0.05, 0.40), four months (AOR: 0.11, 95% CI: 0.04, 0.28), and five months (AOR: 0.07, 95% CI: 0.03, 0.20) were less likely to receive EBF. At the community level, community-level variables such as ≥ 4 ANC visits coverage, maternal employment status, and poverty level were generated by aggregating the individual characteristics in a cluster and were categorized using quartiles into low ("< 25%"), moderate (25-75%), and high (≥ 75%). Mothers from communities with moderate ≥ 4 ANC visits (AOR: 3.30, 95% CI: 1.65, 6.57) and high ≥ 4 ANC visits (AOR: 2.70, 95% CI: 1.40, 5.22) coverage had higher odds of EBF practices than did those from communities with low ≥ 4 ANC visits coverage. Similarly, communities with moderate (AOR: 2.67, 95% CI: 1.34, 5.30) and high (AOR: 2.34, 95% CI: 1.10, 4.99) levels of maternal employment status and moderate levels of poverty (AOR: 2.20, 95% CI: 1.13, 4.28) were associated with a higher likelihood of EBF practices. Subnational level variation was evident, with infants in Lumbini province having lower odds of EBF (AOR: 0.32, 95% CI: 0.13, 0.77) relative to Koshi province. Approximately 9% of the variation in EBF practices was observed among mothers while mapping across clusters in this study. CONCLUSION: Various individual- and community-level factors influence the uptake of EBF in Nepal, underscoring the need to improve the approaches and strategies of EBF programs. This study highlighted the significant association of community-level factors (≥ 4 ANC visits coverage, poverty level, and maternal employment status) with EBF among infants under 6 months. It revealed approximately 9% variability in EBF across clusters. Future efforts to promote EBF should focus on older infants and communities with low poverty levels and low coverage of recommended ≥ 4 ANC visits. Furthermore, context-specific adaptation of such efforts might be required considering the variation observed between the communities in the present study.
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Lactancia Materna , Análisis Multinivel , Humanos , Nepal , Lactancia Materna/estadística & datos numéricos , Lactante , Femenino , Recién Nacido , Masculino , Adulto , Adulto Joven , Encuestas Epidemiológicas , Adolescente , Madres/estadística & datos numéricos , Madres/psicología , Factores SocioeconómicosRESUMEN
BACKGROUND: This paper focuses on the period from 2019 to 2021 and investigates the factors associated with the high prevalence of C-section deliveries in South India. We also examine the nuanced patterns, socio-demographic associations, and spatial dynamics underlying C-section choices in this region. A cross-sectional study was conducted using large nationally representative survey data. METHODS: National Family Health Survey data (NFHS) from 2019 to 2021 have been used for the analysis. Bayesian Multilevel and Geospatial Analysis have been used as statistical methods. RESULTS: Our analysis reveals significant regional disparities in C-section utilization, indicating potential gaps in healthcare access and socio-economic influences. Maternal age at childbirth, educational attainment, healthcare facility type size of child at birth and ever pregnancy termination are identified as key determinants of method of C-section decisions. Wealth index and urban residence also play pivotal roles, reflecting financial considerations and access to healthcare resources. Bayesian multilevel analysis highlights the need for tailored interventions that consider individual household, primary sampling unit (PSU) and district-level factors. Additionally, spatial analysis identifies regions with varying C-section rates, allowing policymakers to develop targeted strategies to optimize maternal and neonatal health outcomes and address healthcare disparities. Spatial autocorrelation and hotspot analysis further elucidate localized influences and clustering patterns. CONCLUSION: In conclusion, this research underscores the complexity of C-section choices and calls for evidence-based policies and interventions that promote equitable access to quality maternal care in South India. Stakeholders must recognize the multifaceted nature of healthcare decisions and work collaboratively to ensure more balanced and effective healthcare practices in the region.
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Teorema de Bayes , Cesárea , Análisis Espacial , Humanos , India/epidemiología , Estudios Transversales , Femenino , Cesárea/estadística & datos numéricos , Embarazo , Adulto , Adulto Joven , Adolescente , Factores Socioeconómicos , Análisis Multinivel , Accesibilidad a los Servicios de Salud/estadística & datos numéricos , Disparidades en Atención de Salud/estadística & datos numéricos , Factores SociodemográficosRESUMEN
BACKGROUND: Cesarean Section (CS) is the most popular surgery worldwide in obstetric care to save a mother's or the fetus's life. The prevalence of CS delivery in Ethiopia was 0.7% and 1.9% in 2000 and 2016 respectively and its spatial distribution and variation in Ethiopia are limited. This study provides evidence for healthcare providers and pregnant women on the national CS geospatial distribution and variation to promote evidence-based decision-making and improve maternal and neonatal outcomes. Therefore, this study aimed to determine geospatial patterns and individual and community-level factors of CS deliveries in Ethiopia. METHOD: A secondary data analysis of 5,527 weighted samples of mothers using the 2019 Ethiopian mini demographic and health survey was conducted. The spatial hotspot analysis using Getis-Ord Gi* hot spot analysis of ArcGIS version 10.7.1 was used to show the spatial cluster of CS and multilevel mixed effect logistic regression analyses were employed. Statistical significance was declared at p-value <0.05 and adjusted odds ratio (AOR) with 95% confidence interval (CI) was reported. RESULT: The prevalence of CS delivery in Ethiopia was 5.4% with 95%CI (4.6%, 6.4%). The spatial autocorrelation shows CS was clustered in Ethiopia (global Moran's index = 1.009, and p-value<0.001). Spatial hotspot indicates CS was prevalent in Addis Ababa, Diredewa, Oromo, and Somali regions. The odds of CS delivery were higher among mothers aged 24-35: AOR = 1.98, 95% CI (1.3, 3.1), and 35-49: AOR = 3.7, 95% CI(2.2, 6.1), live with female household heads: AOR = 1.9, 95% CI (1.2, 3.1), mothers with primary AOR = 1.6, 95% CI (1.07, 2.7), secondary: AOR = 2.4, 95% CI (1.3, 4.25) and higher education: AOR = 2.06, 95% CI (1.03, 4.2), multiple births: AOR = 8.1, 95% CI (3.4, 19.74), mothers in Addis Ababa: AOR = 3.4, 95% CI (1.1, 11.9) and Diredewa: AOR = 7, 95% CI (1.23, 40.7) as compared to their counterparts. CONCLUSION: In Ethiopia, CS deliveries remain below the World Health Organization estimate with distinct geospatial variation. Geographically, CS delivery is concentrated in urban areas like Addis Ababa and Diredewa, as well as in parts of the Somali and Oromia regions. Maternal age, female household head, Muslim religion, higher educational status, and multiple births at the individual level, and region at the community level were factors of CS delivery in Ethiopia. Therefore, efforts should be geared towards strategies and interventions to ensure fair access to CS delivery in line with WHO recommendations, especially in the regions where the CS delivery rate is below WHO estimates in Tigray, Amhara, Afar, and Benishangul Gumze regions.
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Cesárea , Análisis Multinivel , Análisis Espacial , Humanos , Etiopía/epidemiología , Femenino , Cesárea/estadística & datos numéricos , Adulto , Embarazo , Adulto Joven , Adolescente , Persona de Mediana Edad , Factores Socioeconómicos , PrevalenciaRESUMEN
BACKGROUND: Breast milk is the first, highly valuable, and solely natural food recommended for infants in their first six months of life, which is critical for children's overall growth and development. Evidence suggests that exclusive breastfeeding differs by geographic area in Ethiopia. However, little is known regarding the geographic distribution of exclusive breastfeeding practice. Hence, this study aimed to assess exclusive breastfeeding practice, its geographic variation and associated factors among Ethiopian mothers. METHOD: The study used the 2019 Ethiopian mini demographic and health survey data. All living children born 0-23 months before the survey were included. Global Moran's I statistics on Arc-GIS and Getis Ord Gi* statistics was used to visualize the spatial pattern and hotspot and cold spot areas, respectively. Kulldorff SaTScan was used to show purely significant spatial clusters. The associated factors were identified using a multilevel mixed-effects logistic regression model. Statistically significant factors were reported using the AOR with a 95% CI and a p-value of < 5%. RESULT: The coverage of exclusive breastfeeding practice in Ethiopia was 56.05% (95% CI: 53.95%, 58.10%). The spatial pattern was non-random across the country's regions. Somalia, Gambela, Benshangul Gumuz, Dire Dawa, and Harari regions had low clustering of exclusive breastfeeding practices, whereas Amhara, Eastern SNNPR, and Central and Northern Oromia regions had high clustering. Children born through caesarean delivery [AOR = 0.36; 95% CI: 0.21, 0.63], initiated breastfeeding within the first 1 h [AOR = 0.55; 95% CI: 0.34, 0.90], after 1-24 h of delivery [AOR = 0.36; 95% CI: 0.24, 0.54], after a day [AOR = 0.04; 95% CI: 0.02, 0.08], and women residing in the pastoralist region [AOR = 0.22; 95% CI: 0.12, 0.39] or city administrations [AOR = 0.49; 95% CI: 0.27, 0.89] had lower odds of exclusive breastfeeding practice. CONCLUSION: Exclusive breastfeeding practice in Ethiopia remained low. The practice had a spatial variation across the country. Caesarean section delivery, late breastfeeding initiation, and region were statistically significant variables. Therefore, promoting timely initiation of breastfeeding and improving the utilization of maternal health services and designing special intervention strategy for women residing in city administrations and pastoralist regions of the country may increase the coverage of exclusive breastfeeding practice.
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Lactancia Materna , Madres , Análisis Multinivel , Análisis Espacial , Humanos , Lactancia Materna/estadística & datos numéricos , Etiopía , Femenino , Lactante , Adulto , Madres/estadística & datos numéricos , Recién Nacido , Adulto Joven , Adolescente , Encuestas Epidemiológicas , Masculino , Embarazo , Población Rural/estadística & datos numéricosRESUMEN
INTRODUCTION: Blood pressure assessment is an essential strategy for early detection and treatment of hypertension and hypotension. Hypertensive disorders of pregnancy (HDP) are major public health problems resulting in a significant burden of perinatal and maternal morbidity and mortality. In Ethiopia, among pregnancies complicated by HDP, 25% end up with perinatal death. Perinatal and maternal mortality related to HDP were found to be higher in Ethiopia compared to high-income and most of the low- and middle-income countries. Despite its importance, there is limited evidence on blood pressure assessment during pregnancy. Therefore, this study aimed to determine the prevalence of blood pressure assessment during pregnancy and its associated factors in Ethiopia. METHODS: This study was based on the 2019 Mini Ethiopian Demographic and Health Survey data. A total weighted sample of 2923 women who had a live birth five years before the survey were included and Stata version 16 software was used for statistical analysis. To identify associated factors, a multilevel robust Poisson regression model was fitted since the prevalence of blood pressure assessment was higher than 10%. Variables with p-value < 0.2 in the bi-variable analysis were exported to the multivariable analysis. In the multivariable analysis, the adjusted prevalence ratio with its 95% confidence interval was used to declare a statistically significant association. RESULTS: In Ethiopia, the prevalence of blood pressure assessment during pregnancy was 88.1% (95% CI: 86.9%, 89.2%). In the multivariable multilevel robust Poisson analysis, primary education and secondary education, grand-multiparity, initiation of antenatal care before three months and 3-6 months, four and above antenatal care visits, being counselled by a health professional, being from richer and richest households, residing in Afar and Amhara regions were significantly associated with BP assessment during pregnancy in Ethiopia. CONCLUSION AND RECOMMENDATIONS: To reduce the high burden of mortality related to hypertensive disorders of pregnancy in the country, blood pressure assessment should be improved. Therefore, policymakers should design interventions that empower women in terms of education and economy, promoting early initiation of antenatal care visits and prenatal counselling could improve blood pressure assessment.
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Presión Sanguínea , Encuestas Epidemiológicas , Análisis Multinivel , Humanos , Femenino , Embarazo , Etiopía/epidemiología , Adulto , Adulto Joven , Presión Sanguínea/fisiología , Adolescente , Hipertensión Inducida en el Embarazo/epidemiología , Prevalencia , Determinación de la Presión Sanguínea/métodos , Atención Prenatal/estadística & datos numéricos , Persona de Mediana EdadRESUMEN
Despite remarkable success in the Millennium Development Goal era, Bangladesh experienced a sluggish reduction in the under-5 mortality rate (U5MR) between 2014 and 2017-18. Our study aimed to explain this stagnancy by examining the variation in the key predictor-specific mortality risks over time, using the Bangladesh Demographic and Health Survey 2011, 2014 and 2017-18 data. We applied multilevel mixed effects logistic regression to examine the extent to which the under-5 mortality (U5M) risks were associated with the key sociodemographic and health service-specific predictors. We found that the rise in mortality risks attributable to maternal age 18 years or below, low maternal education, mother's overweight or obesity and the absence of a handwashing station within the household were the key contributors to the stagnant U5MR between 2014 and 2017-18. Poverty and low education aggravated the mortality risks. Besides, antenatal care (ANC) and postnatal care (PNC) did not impact U5M risks as significantly as expected. Compulsory use of ANC and PNC cards and strict monitoring of their use may improve the quality of these health services. Leveraging committees like the Upazila Hospital Management Committee can bring harmony to implementing policies and programmes in the sectors related to U5M.
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Encuestas Epidemiológicas , Humanos , Bangladesh/epidemiología , Femenino , Adulto , Adolescente , Lactante , Preescolar , Masculino , Análisis Multinivel , Mortalidad del Niño/tendencias , Adulto Joven , Mortalidad Infantil/tendencias , Recién Nacido , Atención Prenatal/estadística & datos numéricos , Factores de Riesgo , Análisis Multivariante , Factores Socioeconómicos , Persona de Mediana EdadRESUMEN
OBJECTIVE: Low birth weight (LBW) is an important indicator of newborn health and can have long-term implications for a child's development. Spatial exploratory analysis provides a toolkit to gain insight into inequalities in LBW. Few studies in Ghana have explored the spatial distribution of LBW to understand the extent of the problem geographically. This study explores individual and cluster-level distributions of LBW using spatial exploration components for common determinants from nationally representative survey data. DESIGN: We used data from the 2017 Ghana Maternal Health Survey and conducted individual-level and cluster-level analyses of LBW with place and zone of residence in both bivariate and multivariate analyses. By incorporating spatial and survey designs methodology, logistic and Poisson regression models were used to model LBW. SETTING: Ghana. PARTICIPANTS: A total of 4127 women aged between 15 and 49 years were included in the individual-level analysis and 864 clusters corresponding to birth weight. PRIMARY AND SECONDARY OUTCOME MEASURES: Individual and cluster-level distribution for LBW using spatial components for common determinants. RESULTS: In the individual-level analysis, place and zone of residence were significantly associated with LBW in the bivariate model but not in a multivariate model. Hotspot analysis indicated the presence of LBW clusters in the middle and northern zones of Ghana. Compared with rural areas, clusters in urban areas had significantly lower LBW (p=0.017). Clusters in the northern zone were significantly associated with higher LBW (p=0.018) compared with the coastal zones. CONCLUSION: Our findings from choropleth hotspot maps suggest LBW clusters in Ghana's northern and middle zones. Disparities between the rural and urban continuum require specific attention to bridge the healthcare system gap for Ghana's northern and middle zones.
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Encuestas Epidemiológicas , Recién Nacido de Bajo Peso , Análisis Multinivel , Análisis Espacial , Humanos , Ghana/epidemiología , Femenino , Adulto , Adolescente , Adulto Joven , Recién Nacido , Persona de Mediana Edad , Población Rural/estadística & datos numéricos , Factores de Riesgo , Embarazo , Salud Materna/estadística & datos numéricos , Factores Socioeconómicos , Población Urbana/estadística & datos numéricos , Modelos LogísticosRESUMEN
BACKGROUND: Despite the intended 50% reduction in anemia in women of reproductive age, this tendency has only worsened. Even though iron deficiency is the most prevalent cause of anemia, anemia and chronic illnesses like HIV are closely associated; in fact, 48.6% of people living with HIV who were 15 years of age or older had anemia. However, the burden of anemia among HIV-positive women in sub-Saharan African (SSA) countries is not well documented. Therefore, the goal of our research was to investigate anemia and the factors that are linked to it in SSA women who had HIV infections. METHODS: A cross-sectional study was conducted using demographic and health survey datasets from 18 SSA countries. A total of 7823 weighted samples were included. STATA version 16 software was used for analysis. A multilevel logistic regression model was fitted. An adjusted odds ratio with a 95% CI and a p-value < 0.05 was used to declare significantly associated factors. RESULT: The overall prevalence of anemia was found to be 45.1% [95% CI: 43.97-46.18%]. Of those 5.05%, 37.97%, and 56.97% were severely, moderately, and mildly anemic, respectively. Education level of primary [AOR = 0.74, 95% CI: 0.62, 0.89], secondary [AOR = 0.81, 95% CI: 0.68, 0.98], and higher [AOR = 0.74, 95% CI: 0.55, 0.99], as well as current contraceptive use [AOR = 0.74, 95% CI: 0.63, 0.87] were negatively associated with anemia. While pregnancy [AOR = 1.51, 95% CI: 1.17, 1.94], breast feeding [AOR = 1.38, 95% CI: 1.17, 1.64], health insurance [AOR = 1.50, 95% CI: 1.25, 1.80], and menstruation within six weeks prior to data collection [AOR = 1.36, 95% CI: 1.20, 1.54] had a significant positive relation with anemia among HIV-infected women in SSA countries. CONCLUSION: Anemia is a serious public health problem among HIV-infected women in SSA countries. Pregnancy, breast feeding, health insurance, and menstruation within six weeks prior to data collection were significant risk factors. On the other education and current contraceptive use were significant protective factors for anemia among HIV-infected women in SSA countries. Therefore, strategies aimed at early identification of anemia may lead to an improvement in the health of HIV-infected women.
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Anemia , Infecciones por VIH , Humanos , Femenino , África del Sur del Sahara/epidemiología , Adulto , Estudios Transversales , Anemia/epidemiología , Infecciones por VIH/epidemiología , Infecciones por VIH/complicaciones , Prevalencia , Adulto Joven , Adolescente , Persona de Mediana Edad , Factores de Riesgo , Análisis MultinivelRESUMEN
BACKGROUND: The prevalence of low-birthweight infants is increasing in Indonesia. A low birth weight can have a negative effect on a child's development. Understanding the factors influencing low birth weight may enable preventative actions. AIM: To analyse the determinant factors of low-birthweight infants in frontier, outermost and underdeveloped regions in Indonesia. METHODS: A cross-sectional study was conducted using a secondary dataset from the Indonesian National Socioeconomic Survey, 2019-2021. The sample included 27,678 inhabitants aged 16-64 years. The Indonesian regions of Nusa Tenggara Timur, Nusa Tenggara Barat, Sulawesi Tengah, Sulawesi Tenggara, Gorontalo, Maluku, Maluku Utara, Papua and Papua Barat were included. A multilevel logistic regression was conducted to determine the relationship between variables. p < 0.05 was considered to indicate significance in the fixed-effects model findings. FINDINGS: Women who lived in a rural area [OR 1.176, 95 % confidence interval (CI) 0.088-0.235] and had never used contraception (OR 1.227, 95 % CI 0.096-0.313) were more likely to have low-birthweight infants. In contrast, water resources, social assistance/welfare, maternal age and gross domestic product per capita had no significant effect on the prevalence of low-birthweight infants. DISCUSSION AND CONCLUSION: Living in a rural area and lifetime non-use of contraception were found to be significant risk factors for low birth weight in frontier, outermost and underdeveloped regions in Indonesia. Increasing health facilities in rural areas and establishing programmes on the use of contraception may be positive strategies to reduce the prevalence of low-birthweight infants.
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Recién Nacido de Bajo Peso , Humanos , Indonesia/epidemiología , Femenino , Adulto , Estudios Transversales , Adolescente , Recién Nacido , Persona de Mediana Edad , Encuestas y Cuestionarios , Factores de Riesgo , Embarazo , Análisis Multinivel , Factores Socioeconómicos , Prevalencia , Masculino , Modelos Logísticos , Adulto JovenRESUMEN
INTRODUCTION: Despite remarkable achievements in improving maternal and child health, early neonatal deaths still persist, with a sluggish decline in Ethiopia. As a pressing public health issue, it requires frequent and current studies to make appropriate interventions. Therefore, by using the most recent Ethiopian Mini Demographic Health Survey Data of 2019, we aimed to assess the magnitude and factors associated with early neonatal mortality in Ethiopia. METHODS: Secondary data analysis was conducted based on the demographic and health survey data conducted in Ethiopia in 2019. A total weighted sample of 5,753 live births was included for this study. A multilevel logistic regression model was used to identify the determinants of early neonatal mortality. 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: The prevalence of early neonatal mortality in Ethiopia was 26.5 (95% Cl; 22.5-31.08) per 1000 live births. Maternal age 20-35 (AOR, 0.38; 95% Cl, 0.38-0.69), richer wealth index (AOR, 0.47; 95% Cl, 0.23-0.96), having no antenatal care visit (AOR, 1.86; 95% Cl, 1.05-3.30), first birth order (AOR, 3.41; 95% Cl, 1.54-7.56), multiple pregnancy (AOR, 18.5; 95% Cl 8.8-38.9), presence of less than two number of under-five children (AOR, 5.83; 95% Cl, 1.71-19.79) and Somali region (AOR, 3.49; 95% Cl, 1.70-12.52) were significantly associated with early neonatal mortality. CONCLUSION: This study showed that, in comparison to other developing nations, the nation had a higher rate of early newborn mortality. Thus, programmers and policymakers should adjust their designs and policies in accordance with the needs of newborns and children's health. The Somali region, extreme maternal age, and ANC utilization among expectant moms should all be given special consideration.
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Encuestas Epidemiológicas , Mortalidad Infantil , Análisis Multinivel , Humanos , Etiopía/epidemiología , Mortalidad Infantil/tendencias , Recién Nacido , Femenino , Lactante , Adulto , Adulto Joven , Masculino , Factores de Riesgo , Atención Prenatal/estadística & datos numéricos , Edad Materna , Embarazo , Modelos Logísticos , Factores Socioeconómicos , AdolescenteRESUMEN
BACKGROUND: Menstruation is a normal biological process experienced by more than 300 million women globally every day. Women require clean menstrual absorbents that can be changed as often as needed in a private and safe place with proper hygiene and disposal facilities. These needs must be met consistently throughout the duration of the menstrual cycle. Access to menstrual needs is crucial for women's health, wellbeing, and dignity. This study assessed the prevalence and factors associated with unmet need for menstrual hygiene management (MHM) in Ethiopia, Kenya, Uganda, Burkina Faso, Ghana, and Niger. METHODS: We used data from the Performance Monitoring for Action (PMA) 2020 surveys. We defined the unmet need for MHM as the "lackof resources, facilities and supplies for MHM." Sample characteristics were summarised using frequencies and percentages, while prevalence was summarised using proportions and their respective confidence intervals (CI). Factors associated with unmet need for MHM were assessed using multilevel logistic regression models. RESULTS: The study included 18,048 women of reproductive age from the six countries. The prevalence of unmet need for MHM was highest in Burkina Faso (74.8%), followed by Ethiopia (69.9%), Uganda (65.2%), Niger (57.8%), Kenya (53.5%), and lowest in Ghana (34.2%). Unmet need for MHM was consistently higher among uneducated and multiparous women, those who reused MHM materials, practiced open defecation, and lived in rural areas across all six countries. The odds of unmet need for MHM were higher among younger women under 35 years, unmarried women, those with lower education levels, and those from poorer households. Similarly, the reuse of MHM materials, use of shared or non-improved toilet facilities, and open defecation increased the odds of unmet need for MHM. In contrast, the presence of handwashing facilities reduced the odds of unmet need for MHM. CONCLUSION: More than half of the women in five of the six countries have an unmet need for MHM, with significantly higher odds among younger women, those with low wealth status, the unmarried, and those with inadequate access to sanitary facilities. This study highlights the state of period poverty in Sub-Saharan Africa. Efforts to end period poverty should consider MHM needs as an integrated whole, as addressing each need in isolation is insufficient.
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Higiene , Menstruación , Análisis Multinivel , Humanos , Femenino , Adulto , Adulto Joven , África del Sur del Sahara , Adolescente , Prevalencia , Persona de Mediana Edad , Productos para la Higiene Menstrual/estadística & datos numéricos , Productos para la Higiene Menstrual/provisión & distribución , Necesidades y Demandas de Servicios de Salud/estadística & datos numéricosRESUMEN
BACKGROUND: Contraceptive usage in Ethiopia is significantly influenced by the decision-maker at the household level. Joint decision-making involving both women and their husbands/partners is considered ideal for improving contraceptive uptake among women and for managing health outcomes related to contraceptive side effects. However, there is a lack of substantial evidence regarding the prevalence and impact of joint decision-making on contraceptive use in Ethiopia. Therefore, the current study aimed to assess the magnitude of joint decision-making on contraceptive use and its determinant factors among married, contraceptive-using, reproductive-age women in Ethiopia. METHODS: This study was conducted based on the Ethiopian Demographic and Health Survey (EDHS) 2016 data. A total weighted sample of 3,669 married, contraceptive-using, reproductive-age women were included in the study. Multilevel logistic regression was employed due to the hierarchical nature of the data. Variables with a p-value of ≤ 0.2 in the bivariate multilevel analysis were included in the multivariable multilevel analysis. The adjusted odds ratio (AOR) with a 95% confidence interval (CI) was used to determine the direction and strength of associations. Variables with a p-value of < 0.05 in the multivariable multilevel analysis were considered statistically significant for joint decision-making on contraceptive use. RESULTS: The prevalence of joint decision-making on contraceptive use in Ethiopia was 78.81% [95% CI: 71.35-74.23%]. Several factors were found to be statistically significant in relation to joint decision-making on contraceptive use: Women educational level primary, secondary, and higher (Adjusted odds' ratio (AOR = 1.5; CI 1.2-1.9), (AOR = 1.9; CI 1.3-2.9), and (AOR = 2.1; CI 1.2-3.5) respectively, protestant in religion (AOR = 1.7; CI 1.7-2.5), wealth status rich (AOR = 1.4; CI 1.1-1.9), media exposure (AOR = 1.4; CI 1.1-1.9), and community poverty high (AOR = 0.6; CI 0.6-0.9). CONCLUSIONS: In Ethiopia, the majority of contraceptive users are married, reproductive-age women, and their decision to use contraceptives is typically made jointly with their husbands or partners. Factors positively associated with joint decision-making on contraceptive use include women's educational level (primary, secondary, and higher), being Protestant, having a higher wealth status, and media exposure. Conversely, women living in communities with high poverty levels are less likely to make joint decisions about contraceptive use. Health care providers, health care programmers and policy makers should be focused on these determinant factors to enhance joint decision-making in women's contraceptive use in Ethiopia.
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Conducta Anticonceptiva , Toma de Decisiones , Encuestas Epidemiológicas , Análisis Multinivel , Humanos , Etiopía , Femenino , Adolescente , Adulto , Adulto Joven , Conducta Anticonceptiva/estadística & datos numéricos , Persona de Mediana Edad , Matrimonio/estadística & datos numéricos , Factores SocioeconómicosRESUMEN
Introduction: This study delves into individual and community-level factors influencing the availability of water, soap, and cleansing agents for handwashing in Ethiopia. Its comprehensive exploration offers nuanced insights, informing targeted interventions and policies to effectively enhance handwashing resources across Ethiopia. Therefore, this study aimed to assess individual and community-level factors of availability of observed water, soap, and other cleansing agents for hand washing practices in Ethiopia. Methods: Data from the 2021 PMA-ET, encompassing 24,747 household participants, informed this study. Employing STATA version 17.0, a multi-level mixed-effect logistic regression analysis was performed to identify individual and community-level factors. Adjusted odds ratios with a 95% confidence interval conveyed the strength and direction of associations, with significance determined at p < 0.05. Results: Significant factors affecting handwashing resources availability: water, soap, and cleansing agents included education status such as Participants aged below 25 and between 25 and 64 (OR = 1.38; 95% CI: 1.0891, 1.7631) and (OR = 1.45; 95% CI: 1.1431, 1.8621) respectively, individuals with no formal education and those with only primary education were 40 and 39% less likely (OR = 0.60; 95% CI: 0. 47,191, 0. 77,317) and (OR = 0.61; 95% CI: 0. 46,526, 0. 80,124) respectively, those who had poor and had middle wealth status were (OR = 0.30; 95% CI: 0. 24,955, 0.37165) and (OR = 0.37; 95% CI: 0.31465, 0. 44,973) respectively, who had media exposure (OR = 2.88; 95% CI: 2.5565, 3.2615), water sources, various sources like Piped Water, tube well, dug well, spring, rainwater, and surface water were less likely to provide access compared to bottled water. Furthermore, clusters with a lower proportion of primary education [AOR = 0.13, 95% CI: (0.04303, 0.44515)], and those with a higher proportion of middle wealth status [AOR = 3.26, 95% CI: (1.071, 9.9245)]. Conclusion: The study uncovered individual and community-level factors impacting the availability of water, soap, and cleansing agents for handwashing in Ethiopia. Individual factors like age, education, wealth, water source, media exposure, Community factors such as education levels and wealth status showed significant associations. Community initiatives should boost primary education and equitable wealth distribution to ensure widespread access to hand-washing resources, fostering improved hygiene practices.