This paper examines the impact of leadership, institutional development and partnerships on strengthening the education management information system (EMIS). It also investigates how data have been utilized intentionally and strategically to enhance resource allocation efficiency.

Additionally, it addresses coordination challenges and the hidden costs associated with multi-stakeholder partnerships.