A Systematic Overview of Learning Analytics in Higher Education

Abstract

Learning analytics has been an emerging trend in education especially in higher education. This study aims to provide a comprehensive understanding of learning analytics in higher education through an overview of current research topics of learning analytics in higher education, significant results of previous studies, and implications in future research. Results show that research topics of learning analytics in higher education fall into five categories: learning, teaching, administration, technology development, and digital citizenship. More studies are required in learning prediction and data variety. [ABSTRACT FROM AUTHOR]