Learning Analytics Challenges to Overcome in Higher Education Institutions

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

While a large number of scientific publications explain the development of prototypes or the implementation of case studies in detail, descriptions of the challenges and proper solutions when implementing learning analytics initiatives are rare. In this chapter, we provide a practical tool that can be used to identify risks and challenges that arise when implementing learning analytics (LA) initiatives and discuss how to approach these to find acceptable solutions. In this way, implementers are given the opportunity to handle challenges early on and avoid being surprised at a critical moment in the project, which will save time, resources, and effort. We are aware that all aspects needed to successfully carry out learning analytics initiatives are co-dependent. Nonetheless, we identified and categorized the criteria necessary for implementing successful learning analytics initiatives. We conclude this chapter with an overview of the challenges faced and possible approaches that can be taken to facilitate the successful implementation of learning analytics.
LanguageEnglish
Title of host publicationUtilizing Learning Analytics to Support Study Success
EditorsDirk Ifenthaler, Dana-Kristin Mah, Jane Yin-Kim Yau
PublisherSpringer International Publishing AG
Pages91-104
ISBN (Electronic)978-3-319-64792-0
ISBN (Print)978-3-319-64791-3
DOIs
StatusPublished - 18 Jan 2019

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Leitner, P., Ebner, M., & Ebner, M. (2019). Learning Analytics Challenges to Overcome in Higher Education Institutions. In D. Ifenthaler, D-K. Mah, & J. Y-K. Yau (Eds.), Utilizing Learning Analytics to Support Study Success (pp. 91-104). Springer International Publishing AG . DOI: https://doi.org/10.1007/978-3-319-64792-0_6

Learning Analytics Challenges to Overcome in Higher Education Institutions. / Leitner, Philipp; Ebner, Markus; Ebner, Martin.

Utilizing Learning Analytics to Support Study Success. ed. / Dirk Ifenthaler; Dana-Kristin Mah; Jane Yin-Kim Yau. Springer International Publishing AG , 2019. p. 91-104.

Research output: Chapter in Book/Report/Conference proceedingChapter

Leitner, P, Ebner, M & Ebner, M 2019, Learning Analytics Challenges to Overcome in Higher Education Institutions. in D Ifenthaler, D-K Mah & JY-K Yau (eds), Utilizing Learning Analytics to Support Study Success. Springer International Publishing AG , pp. 91-104. DOI: https://doi.org/10.1007/978-3-319-64792-0_6
Leitner P, Ebner M, Ebner M. Learning Analytics Challenges to Overcome in Higher Education Institutions. In Ifenthaler D, Mah D-K, Yau JY-K, editors, Utilizing Learning Analytics to Support Study Success. Springer International Publishing AG . 2019. p. 91-104. Available from, DOI: https://doi.org/10.1007/978-3-319-64792-0_6
Leitner, Philipp ; Ebner, Markus ; Ebner, Martin. / Learning Analytics Challenges to Overcome in Higher Education Institutions. Utilizing Learning Analytics to Support Study Success. editor / Dirk Ifenthaler ; Dana-Kristin Mah ; Jane Yin-Kim Yau. Springer International Publishing AG , 2019. pp. 91-104
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