Design principles for learning analytics information systems in higher education

Andy Nguyen, Tuure Tuunanen, Lesley Gardner, Don Sheridan
2020 European Journal of Information Systems  
This paper reports a design science research (DSR) study that develops, demonstrates and evaluates a set of design principles for information systems (IS) that utilise learning analytics to support learning and teaching in higher education. The initial set of design principles is created from theory-inspired conceptualisation based on the literature, and they are evaluated and revised through a DSR process of demonstration and evaluation. We evaluated the developed artefact in four courses with
more » ... a total enrolment of 1,173 students. The developed design principles for learning analytics information systems (LAIS) to establish a foundation for further development and implementation of learning analytics to support learning and teaching in higher education.
doi:10.1080/0960085x.2020.1816144 fatcat:j5odh4qkabb4pfxlzbo6knxyxq