Analysis of risk factors associated with acute respiratory infections among under-five children in Uganda

ABSTRACT:

Background

Globally, infectious diseases are the major cause of death in children under the age of 5 years. Sub-Saharan Africa and South Asia account for 95% of global child mortalities every year, where acute respiratory infections (ARI) remain the leading cause of child morbidity and mortality. The aim of this study is to analyze the risk factors of ARI disease symptoms among children under the age of 5 years in Uganda.

Methods

A cross-sectional design was used to analyze 2016 Uganda Demographic and Health Survey (UDHS) data collected on 13,493 children under the age of 5 years in Uganda. Various methods, such as logistic regression, elastic net logistic regression, decision tree, and random forest, were compared and used to predict 75% of the symptom outcomes of ARI di

SUBMITTER: Nshimiyimana Y 

PROVIDER: S-EPMC9205046 | biostudies-literature | 2022 Jan

REPOSITORIES: biostudies-literature