Effect of individual, household and regional socioeconomic factors and PM2.5 on anaemia:A cross-sectional study of sub-Saharan African countries

Autor: Prince M. Amegbor, Sergio S. Borges, Alex Pysklywec, Clive E. Sabel
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Amegbor, P M, Borges, S, Pysklywec, A & Sabel, C E 2022, ' Effect of individual, household and regional socioeconomic factors and PM 2.5 on anaemia : A cross-sectional study of sub-Saharan African countries ', Spatial and Spatio-temporal Epidemiology, vol. 40, 100472 . https://doi.org/10.1016/j.sste.2021.100472
DOI: 10.1016/j.sste.2021.100472
Popis: There is limited knowledge on the effect of contextual and environmental factors on the risk of anaemia, as well as the spatial distribution of anaemia in the Sub-Saharan Africa region. In this study, we used multi-country data from the Demographic & Health survey (DHS) with 270,011 observations and PM2.5 data from NASA, applied to the spatial risk pattern of anaemia in the SSA region. The prevalence of anaemia among women (41%) was almost twice that of men (22%). A Bayesian hierarchical model showed that individual household, neighbourhood and regional socioeconomic factors were significantly associated with the likelihood of being anaemic. One μg/m3 increase in cumulative lifetime PM2.5 exposure accounted for 1% (β=0.011, CI = 0.008 – 0.015) increase in the likelihood of being anaemic. The results suggest the need for a multidimensional approach to tackle anaemia in the Sub-Saharan African region and identify high-risk areas for target intervention policies or programs.
Databáze: OpenAIRE