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Geographical variation in hotspots of stunting among under-five children in Ethiopia: A geographically weighted regression and multilevel robust Poisson regression analysis

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  • Beminate Lemma Seifu
  • Getayeneh Antehunegn Tesema
  • Bezawit Melak Fentie
  • Tirualem Zeleke Yehuala
  • Abdulkerim Hassen Moloro
  • Kusse Urmale Mare

Abstract

Introduction: Childhood stunting is a global public health concern, associated with both short and long-term consequences, including high child morbidity and mortality, poor development and learning capacity, increased vulnerability for infectious and non-infectious disease. The prevalence of stunting varies significantly throughout Ethiopian regions. Therefore, this study aimed to assess the geographical variation in predictors of stunting among children under the age of five in Ethiopia using 2019 Ethiopian Demographic and Health Survey. Method: The current analysis was based on data from the 2019 mini Ethiopian Demographic and Health Survey (EDHS). A total of 5,490 children under the age of five were included in the weighted sample. Descriptive and inferential analysis was done using STATA 17. For the spatial analysis, ArcGIS 10.7 were used. Spatial regression was used to identify the variables associated with stunting hotspots, and adjusted R2 and Corrected Akaike Information Criteria (AICc) were used to compare the models. As the prevalence of stunting was over 10%, a multilevel robust Poisson regression was conducted. In the bivariable analysis, variables having a p-value 40 (APR = 0.74, 95%CI: 0.55, 0.99). Children whose mother had secondary (APR = 0.74, 95%CI: 0.60, 0.91) and higher (APR = 0.61, 95%CI: 0.44, 0.84) educational status, household wealth status (APR = 0.87, 95%CI: 0.76, 0.99), child aged 6–23 months (APR = 1.87, 95%CI: 1.53, 2.28) were all significantly associated with stunting. Conclusion: In Ethiopia, under-five children suffering from stunting have been found to exhibit a spatially clustered pattern. Maternal education, wealth index, birth interval and child age were determining factors of spatial variation of stunting. As a result, a detailed map of stunting hotspots and determinants among children under the age of five aid program planners and decision-makers in designing targeted public health measures.

Suggested Citation

  • Beminate Lemma Seifu & Getayeneh Antehunegn Tesema & Bezawit Melak Fentie & Tirualem Zeleke Yehuala & Abdulkerim Hassen Moloro & Kusse Urmale Mare, 2024. "Geographical variation in hotspots of stunting among under-five children in Ethiopia: A geographically weighted regression and multilevel robust Poisson regression analysis," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-23, May.
    • Handle: RePEc:plo:pone00:0303071
    DOI: 10.1371/journal.pone.0303071
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    References listed on IDEAS

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    3. Emily Smith-Greenaway, 2013. "Maternal Reading Skills and Child Mortality in Nigeria: A Reassessment of Why Education Matters," Demography, Springer;Population Association of America (PAA), vol. 50(5), pages 1551-1561, October.
    4. Deshpande, Ashwini & Ramachandran, Rajesh, 2022. "Early childhood stunting and later life outcomes: A longitudinal analysis," Economics & Human Biology, Elsevier, vol. 44(C).
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