DATA-DRIVEN MANAGEMENT IN EDUCATION: DESIGNING INTELLIGENT DECISION SUPPORT SYSTEMS

Abstract

Data analysis plays a critical role in the modern management of educational institutions. In the context of globalization, rapid technological advancement, and increasing demands for efficiency in educational processes, universities, colleges, and schools must adopt intelligent decision support systems (IDSS) grounded in contemporary data analysis methodologies. As information and communication technologies evolve, data analysis emerges not only as a tool for enhancing internal operational efficiency but also as a strategic instrument for improving educational quality, managing resources, responding to the evolving needs of students and educators, and increasing institutional competitiveness in the educational marketplace.