Abstract
Utilization of learning analytics in universities is complex setting and there are several issues on motives, expectations and insights on ethics There is lack of critical literature as the whole topic on learning analytics is still mostly addressed from the perspective of analytics per se. Current literature draws idealistic picture of well-functioning apparatus that supports studying process, enhances learning out-comes and eases the managerial burden and contradictions, even conflicts on utilizing learning analytics are only marginally discussed. The discussion on ethics of using learning analytics is spawns from the different practical and ideological issues regarding learning analytics. Taking the perspectives of privacy, ownership of data, and how studies are managed there are differences on expectations among the students and personnel. The aim of this paper is to examine and discuss the dissonance between expectations and hopes on ethical conduct of learning analytics in Finnish universities. The analysis is based on open ended replies of a survey collected among Finnish university students and staff in spring 2019.
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References
Okkonen, J., Helle, T., Lindsten, H.: Expectation differences between students and staff of using learning analytics in Finnish universities. In: Proceedings of ICITS 2020 (2020)
Ifenthaler, D., Schumacher, C.: Student perceptions of privacy principles for learning analytics. Educational Technology Research and Development (2016)
Arnold, K., Sclater, N.,: Student perceptions of their privacy in learning analytics applications. In: LAK 2017
Whitelock-Wainwright et al.: The student expectations on learning analytics ques-tionnaire (2019)
Corrin, L., Kennedy, G., French, S., Buckingham Shum S., Kitto, K., Pardo, A., West, D., Mirriahi, N., Colvin, C.: The Ethics of Learning Analytics in Australian Higher Education. A Discussion Paper (2019)
Schumacher, C., Ifenthaler, D.: Features students really expect from learning analytics. Comput. Hum. Behav. (2017)
Slade, S., Prinsloo, P.: Learning analytics: ethical issues and dilemmas. Am. Behav. Sci. 57(10), 1510–1529 (2013)
Howell, J.A., Roberts, L.D., Seaman, K., Gibson, D.C.: Are we on our way to becoming a ‘‘Helicopter University’’? Academics’ Views Learn. Anal. Tech Know Learn 23, 1 (2018). https://doi.org/10.1007/s10758-017-9329-9
Roberts, L.D., Howell, J.A., Seaman, K., Gibson, D.C.: Student attitudes toward learning analytics in higher education: “the fitbit version of the learning world”. Front. Psychol. 7, 1959 (2016). https://doi.org/10.3389/fpsyg.2016.01959
Roberts, L., Chang, V., Gibson, D.: Ethical considerations in adopting a university- and system-wide approach to data and learning analytics. In: Kei Daniel, B. (Ed.), Big Data and Learning Analytics in Higher Education, pp. 89–108. Switzerland: Springer (2016a)
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Okkonen, J., Helle, T., Lindsten, H. (2020). Ethical Considerations on Using Learning Analytics in Finnish Higher Education. In: Nazir, S., Ahram, T., Karwowski, W. (eds) Advances in Human Factors in Training, Education, and Learning Sciences. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1211. Springer, Cham. https://doi.org/10.1007/978-3-030-50896-8_12
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DOI: https://doi.org/10.1007/978-3-030-50896-8_12
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