4.6 Article

Understanding correlates of child stunting in Ethiopia using generalized linear mixed models

期刊

BMC PUBLIC HEALTH
卷 19, 期 -, 页码 -

出版社

BMC
DOI: 10.1186/s12889-019-6984-x

关键词

Random effect; Cluster effect; GLMM; Under five; AIC

向作者/读者索取更多资源

BackgroundStunting is an indicator of the devastating result of malnutrition in early childhood. The effects of childhood stunting are irreparable physical and cognitive harm. It is an issue of the great public health importance throughout Sub-Saharan African countries including Ethiopia. Therefore, identification of the risk factors of child stunting from recent data is very important for timely intervention.MethodsThe 2016 Ethiopian Demographic and Health Survey data were used for this study. A generalized linear mixed model which is an extension of the general linear model was employed to identify socioeconomic, demographic, environmental and health related risk factors for stunted under-five children.ResultsThe result shows that the age and sex of the child, preceding birth interval, mother's body mass index, household wealth index, mother's education level, breastfeeding period, type of toilet facility, use of internet and source of drinking water were the major determinants of stunting of under-five children in Ethiopia.ConclusionThe study indicated that children from undernourished mothers, who are not breastfeeding, from poor households, households that have no toilet facilities, who are male, older age (between 12 to 59months), who have illiterate mother and short birth spacing were associated with stunting problems. Therefore, family planning education and policy is required for the country to improve on under-five age stunting problems.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Computer Science, Interdisciplinary Applications

Analysis of bias in an Ebola epidemic model by extended Kalman filter approach

Denis Ndanguza, Isambi S. Mbalawata, Heikki Haario, Jean M. Tchuenche

MATHEMATICS AND COMPUTERS IN SIMULATION (2017)

Article Public, Environmental & Occupational Health

The effectiveness of exercise intervention for academic achievement, cognitive function, and physical health among children in Mongolia: a cluster RCT study protocol

Kenji Takehara, Togoobaatar Ganchimeg, Akihito Kikuchi, Lkagvasuren Gundegmaa, Lkagvasuren Altantsetseg, Ai Aoki, Takemune Fukuie, Kazuya Suwabe, Shagdar Bat-Erdene, Masashi Mikami, Rintaro Mori, Hideaki Soya

BMC PUBLIC HEALTH (2019)

Article Public, Environmental & Occupational Health

Risk factors of morbidity among children under age five in Ethiopia

Kasahun Takele, Temesgen Zewotir, Denis Ndanguza

BMC PUBLIC HEALTH (2019)

Article Pediatrics

Examining the spatial variations of co-morbidity among young children in Ethiopia

Kasahun Takele, Temesgen Zewotir, Denis Ndanguza

BMC PEDIATRICS (2020)

Article Engineering, Multidisciplinary

Modeling the effects of toxic wastes on population dynamics

Denis Ndanguza, Angelique Nyirahabinshuti, Consolee Sibosiko

ALEXANDRIA ENGINEERING JOURNAL (2020)

Article Multidisciplinary Sciences

A combined model of child malnutrition and morbidity in Ethiopia using structural equation models

Kasahun Takele, Temesgen Zewotir, Denis Ndanguza

Summary: This study aims to investigate the correlation and coexistence of child malnutrition and morbidity in Ethiopia. The findings indicate that children born to well-nourished mothers, from middle to high-income households, and with higher levels of maternal education are less affected by malnutrition and illness. Breastfeeding and appropriate birth spacing also indirectly impact child morbidity.

SCIENTIFIC REPORTS (2023)

Article Meteorology & Atmospheric Sciences

Evaluation of Satellite-Based Air Temperature Estimates at Eight Diverse Sites in Africa

Danny Parsons, David Stern, Denis Ndanguza, Mouhamadou Bamba Sylla

Summary: The study assesses the performance of CHIRTS-daily dataset in Africa and finds that it outperforms ERA5 and ERA5-Land in estimating daily, annual mean, and annual extreme maximum temperatures. Although there are biases in the estimation of minimum temperatures, they could potentially be corrected.

CLIMATE (2022)

Article Remote Sensing

Spatiotemporal dynamics of tuberculosis in East Hararge Zone, Oromiya Region, Ethiopia

Aboma Temesgen Sebu, Kasahun Takele Genati, Daniel Biftu Bekalo, Teshome Kebede Deressa

SPATIAL INFORMATION RESEARCH (2020)

Article Mathematics

Statistical data analysis of the 1995 Ebola outbreak in the Democratic Republic of Congo

D. Ndanguza, J. M. Tchuenche, H. Haario

AFRIKA MATEMATIKA (2013)

暂无数据