TY - CHAP

T1 - Epilogue

T2 - Future directions on learning analytics to enhance study success

AU - Mah, Dana-Kristin

AU - Yau, Jane Yin Kim

AU - Ifenthaler, Dirk

PY - 2019/1/17

Y1 - 2019/1/17

N2 - Utilising learning analytics in order to enhance study success is an emerging topic in higher education. Empirical evidence is still scarce, even though some higher education institutions already implemented learning analytics systems and reported positive impacts on student retention. This edited volume captures many current research and practical experiences on learning analytics in the field of higher education regarding theoretical perspectives linking learning analytics and study success, technological innovations for supporting student learning, issues and challenges for implementing learning analytics at higher education institutions, as well as case studies showcasing successfully implemented learning analytics strategies at higher education institutions. This epilogue presents an analysis of the previous chapters with a focus on four majors themes that have emerged: (1) acceptance and competence for the implementation of learning analytics, (2) personalised learning and early interventions, (3) data privacy and ethics, and (4) technical considerations. In conclusion, future directions on learning analytics for enhancing study success are presented.

AB - Utilising learning analytics in order to enhance study success is an emerging topic in higher education. Empirical evidence is still scarce, even though some higher education institutions already implemented learning analytics systems and reported positive impacts on student retention. This edited volume captures many current research and practical experiences on learning analytics in the field of higher education regarding theoretical perspectives linking learning analytics and study success, technological innovations for supporting student learning, issues and challenges for implementing learning analytics at higher education institutions, as well as case studies showcasing successfully implemented learning analytics strategies at higher education institutions. This epilogue presents an analysis of the previous chapters with a focus on four majors themes that have emerged: (1) acceptance and competence for the implementation of learning analytics, (2) personalised learning and early interventions, (3) data privacy and ethics, and (4) technical considerations. In conclusion, future directions on learning analytics for enhancing study success are presented.

KW - Educational science

KW - Student success

KW - Implementation

KW - Personalised learning

KW - Data privacy and ethics

UR - http://www.scopus.com/inward/record.url?scp=85069544131&partnerID=8YFLogxK

UR - https://www.mendeley.com/catalogue/119f52ee-57e7-3317-9099-ffb34dc04b44/

U2 - 10.1007/978-3-319-64792-0_17

DO - 10.1007/978-3-319-64792-0_17

M3 - Chapter

AN - SCOPUS:85069544131

SN - 9783319647913

SP - 313

EP - 321

BT - Utilizing learning analytics to support study success

A2 - Ifenthaler, Dirk

A2 - Mah, Dana-Kristin

A2 - Yau, Jane Yin-Kim

PB - Springer International Publishing

ER -