<p>This study employed a systematic review and meta-analysis, analyzing data from eight East African studies (2016–2021). Searches spanned PubMed, Embase, Scopus, and more, with manual reference checks. Data quality was assessed via the Newcastle-Ottawa Scale. RevMan software with a random-effects model estimated pooled prevalence and hazard ratios for risk factors.</p>