This study analyses predictors of school dropouts in Uganda using 2014 census data, focusing on rural areas, Kampala, and other urban regions. Logistic regression revealed that socioeconomic status, household size, composition, and child�s age are key dropout factors, with variations depending on location due to differences in geography, population, economic activity, education supply, and local government commitment.