Background and Rationale The rapid expansion of online higher education in East Africa has prompted institutional questions about whether delivery mode affects student achievement. At Jaramogi Oginga Odinga University of Science and Technology (JOOUST), the Bachelor of Business Management (BBM) programme operates across both online and face-to-face modalities, yet systematic evidence comparing performance outcomes remains…