<p>Bacterial infections during pregnancy are a major health concern in East Africa, with pathogens like E. coli, S. aureus, and Klebsiella spp. commonly implicated. However, data on their prevalence and associated risk factors in the region remains limited. This study aims to estimate the pooled prevalence of these infections and identify key risk factors affecting pregnant women in East Africa.</p>