Аннотация
In the landscape of higher education institutions (HEIs), research andscientific productivity serve as crucial indicators of institutional effectiveness. Thisresearch article examines the intricacies of research productivity through the lens ofpublic audit framework. Drawing primarily from the reports of supreme audit institutionsfrom various countries, this study aims to provide a comprehensive understanding ofthe interplay between research productivity and public audit methodology. Key tothis examination is the formulation of definitions pertaining to fundamental efficiencyconcepts, including input, output, outcome, and impact. Through an analysis of theseconcepts, the research seeks to establish a clear and robust framework for evaluatingthe effectiveness of research activities within HEIs. By delving into the reports ofsupreme audit institutions, the article aims to elucidate the best practices and identifypotential areas of improvement for enhancing research productivity and ensuring theefficient utilization of resources in HEIs. The article also emphasizes the significanceof integrating public audit perspectives in the assessment process, highlighting the roleof transparency and accountability in promoting effective research management andresource allocation. By exploring data from diverse national contexts, this researcharticle ultimately aspires to offer practical insights and recommendations that caninform policy decisions and strategic planning for optimizing research productivity inHEIs, with implications for the broader international educational landscape. Through