Abstract
The aim of this paper is to examine and discuss the dissonance between expectations and hopes towards utilising learning analytics in Finnish universities. The analysis is based on data collected among Finnish university students and staff in spring 2019. As a key result we present, that the university staff found it important that all data and information should and could be used for various planning, management and counselling purposes. At the same time student found it unnecessary or even harmful to allow university staff examine their personal data. We therefore propose that universities should develop and implement specific policy for using of analytical data.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Ferguson, R., Brasher, A., Clow, D., Cooper, A., Hillaire, G., Mittelmeier, J., et al.: Research evidence on the use of learning analytics: implications for education policy. European Union, Centre for Research in Education and Educational Technology (2016)
Greller, W., Drachsler, H.: Translating learning into numbers: a generic framework for learning analytics. J. Educ. Technol. Soc. 15(3), 42–57 (2012). Learning and Knowledge Analytics
Viberg, O., Hatakka, M., Bälter, O., Mavroudi, A.: The current landscape of learning analytics in higher education. Comput. Hum. Behav. 89, 98–110 (2018)
Tsai, Y.‐S., Gaševic, D., Whitelock‐Wainwright, A., Munoz‐Merino, P.J., Moreno‐Marcos, P.M., Fernández, A.R., Kollom, K.: SHEILA: supporting higher education to integrate learning analytics (2018)
Arnold, K.E., Sclater, N.: Student perceptions of their privacy in learning analytics applications. In: LAK 2017 (2017)
Ferguson, R.: Learning analytics: drivers, developments and challenges. Int. J. Technol. Enhanc. Learn. 4(5/6), 304–317 (2012)
Whitelock-Wainwright, A., Gašević, D., Tejeiro, R., Tsai, Y.-S., Bennett, K.: The student expectations of learning analytics questionnaire. J. Comput. Assist. Learn. 35, 633–666 (2019)
Elouazizi, N.: Critical factors in data governance for learning analytics. J. Learn. Anal. 1(3), 211–222 (2014)
Howell, J.A., Roberts, L.D., Seaman, K., Gibson, D.C.: Are we on our way to becoming a ‘‘helicopter university’’? Academics’ views on learning analytics. Technol. Knowl. Learn. 23, 1 (2018)
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)
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. Springer, Cham (2016)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Okkonen, J., Helle, T., Lindsten, H. (2020). Expectation Differences Between Students and Staff of Using Learning Analytics in Finnish Universities. In: Rocha, Á., Ferrás, C., Montenegro Marin, C., Medina García, V. (eds) Information Technology and Systems. ICITS 2020. Advances in Intelligent Systems and Computing, vol 1137. Springer, Cham. https://doi.org/10.1007/978-3-030-40690-5_38
Download citation
DOI: https://doi.org/10.1007/978-3-030-40690-5_38
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-40689-9
Online ISBN: 978-3-030-40690-5
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)