TY - JOUR
T1 - The evolving field of learning analytics research in higher education
T2 - from data analysis to theory generation, an agenda for future research
AU - Axelsen, Megan
AU - Redmond, Petrea
AU - Heinrich, Eva
AU - Henderson, Michael
PY - 2020/5/15
Y1 - 2020/5/15
N2 - Over the last decade the deployment and use of learning analytics has become routine in many universities around the world. The ability to analyse the way students interact with technology has demonstrated significant value for providing insights into student learning and there are now a wide range of uses for learning analytics in education. From use as a diagnostic tool, to a method for prediction, learning analytics in higher education has an emphasis on a wide range of outcome measures, including student retention, progression, attainment, performance, mastery, employability and engagement. In exploring how learning analytics can improve learning practice by transforming the ways we support learning processes, this editorial highlights some of the learning analytics research that has been published in AJET to date.
AB - Over the last decade the deployment and use of learning analytics has become routine in many universities around the world. The ability to analyse the way students interact with technology has demonstrated significant value for providing insights into student learning and there are now a wide range of uses for learning analytics in education. From use as a diagnostic tool, to a method for prediction, learning analytics in higher education has an emphasis on a wide range of outcome measures, including student retention, progression, attainment, performance, mastery, employability and engagement. In exploring how learning analytics can improve learning practice by transforming the ways we support learning processes, this editorial highlights some of the learning analytics research that has been published in AJET to date.
KW - Learning analytics
UR - http://www.scopus.com/inward/record.url?scp=85086345319&partnerID=8YFLogxK
U2 - 10.14742/AJET.6266
DO - 10.14742/AJET.6266
M3 - Editorial
AN - SCOPUS:85086345319
SN - 1449-5554
VL - 36
JO - Australasian Journal of Educational Technology
JF - Australasian Journal of Educational Technology
IS - 2
M1 - 6266
ER -