A four-country cross-case analysis of academic staff expectations about learning analytics in higher education

Internet and Higher Education - Tập 49 - Trang 100788 - 2021
Kaire Kollom1, Kairit Tammets1, Maren Scheffel2, Yi-Shan Tsai3, Ioana Jivet4,5, Pedro J. Muñoz-Merino6, Pedro Manuel Moreno-Marcos6, Alexander Whitelock-Wainwright3, Adolfo Ruiz Calleja7, Dragan Gasevic3,8,9, Carlos Delgado Kloos6, Hendrik Drachsler4,10, Tobias Ley1
1Tallinn University, Tallinn, Estonia
2Ruhr-University Bochum, Germany
3Monash University, Clayton, Australia
4Open University of the Netherlands, Heerlen, the Netherlands
5Delft University of Technology, Netherlands
6Universidad Carlos III de Madrid, Leganes, Spain
7Universidad de Valladolid, Spain
8The University of Edinburgh,UK
9King Abdulaziz University, Saudi Arabia Kingdom
10German Institute for International Educational Research (DIPF), Frankfurt am Main, Germany

Tài liệu tham khảo

Alhadad, 2018, Analytics-enabled teaching as design: Reconceptualisation and call for research, 427 Alvarez, 2020, La-deck: A card-based learning analytics co-design tool, 63 Bennett, 2015, Technology tools to support learning design: Implications derived from an investigation of university teachers’ design practices, Computers & Education, 81, 211, 10.1016/j.compedu.2014.10.016 Buckingham Shum, 2019, Human-centred learning analytics, Journal of Learning Analytics, 6, 1, 10.18608/jla.2019.62.1 Cavalcanti, 2019, An analysis of the use of good feedback practices in online learning courses, 153 Cavalcanti, 2020, How good is my feedback? A content analysis of written feedback, 428 Cazan, 2013, Teaching self regulated learning strategies for psychology students, Procedia - Social and Behavioral Sciences, 78, 743, 10.1016/j.sbspro.2013.04.387 Chatti, 2019, The perla framework: Blending personalization and learning analytics, 20 Colvin, 2016 Corrin, 2016 Dollinger, 2019, Working together in learning analytics towards the co-creation of value, Journal of Learning Analytics, 6, 10, 10.18608/jla.2019.62.2 Dollinger, 2018, Co-creation strategies for learning analytics, 97 Ferguson, 2016, Research evidence on the use of learning analytics – Implications for education policy Howell, 2018, Are we on our way to becoming a “helicopter university”? academics’ views on learning analytics, Technology, Knowledge and Learning, 23, 1, 10.1007/s10758-017-9329-9 Ifenthaler, 2016, Exploring the relationship of ethics and privacy in learning analytics and design: Implications for the field of educational technology, Educational Technology Research and Development, 64, 877, 10.1007/s11423-016-9480-3 Ley, 2019, A knowledge appropriation model to connect scaffolded learning and knowledge maturation in workplace learning settings, Vocations and Learning Lodge, 2019, Supporting self-regulated learning with learning analytics, 45 2011 Mor, 2015, Editorial: Learning design, teacher inquiry into student learning and learning analytics: A call for action, British Journal of Educational Technology, 46, 221, 10.1111/bjet.12273 Prieto, 2018, Orchestrating learning analytics (orla): Supporting inter-stakeholder communication about adoption of learning analytics at the classroom level, Australasian Journal of Educational Technology Prinsloo, 2017, An elephant in the learning analytics room: The obligation to act, 46 Schumacher, 2018, Features students really expect from learning analytics, Computers in Human Behavior, 78, 397, 10.1016/j.chb.2017.06.030 Siemens, 2013 Syed, 2019, Integrated closed-loop learning analytics scheme in a first year experience course, 521 Tsai, 2017, Learning analytics in higher education — Challenges and policies: A review of eight learning analytics policies, 233 Tsai, 2018, The sheila framework: Informing institutional strategies and policy processes of learning analytics, Journal of Learning Analytics, 5, 5, 10.18608/jla.2018.53.2 Viberg, 2018, The current landscape of learning analytics in higher education, Computers in Human Behavior, 89, 98, 10.1016/j.chb.2018.07.027 West, 2018, Learning analytics experience among academics in Australia and Malaysia: A comparison, Australasian Journal of Educational Technology, 34, 122, 10.14742/ajet.3836 Whitelock-Wainwright, 2019, The student expectations of learning analytics questionnaire, Journal of Computer Assisted Learning, 35, 633, 10.1111/jcal.12366