Data power in education: Exploring critical awareness with the ‘Learning Analytics Report Card’

Research output: Contribution to journalArticlepeer-review

Abstract

The burgeoning field of learning analytics (LA) is gaining significant traction in education, bolstered by the increasing amounts of student data generated through educational software. However, critical discussions of LA are in short supply. Drawing on work in the cultural studies of data and critical algorithm studies, this paper begins by examining three central issues: the distancing and ‘black boxing’ of LA disciplinary practices, the mythologizing of objective data, and the concern for future prediction. The second section describes the design and implementation of the ‘Learning Analytics Report Card’ (LARC), a pilot project that sought to develop experimental approaches to LA. As such, rather than seeking to simply produce analytics, the LARC attempted to foster critical awareness of computational data analysis amongst teachers and learners.
Original languageEnglish
Pages (from-to)734-752
Number of pages18
JournalTelevision and New Media
Volume18
Issue number8
Early online date30 Jan 2017
DOIs
Publication statusPublished - 1 Dec 2017

Keywords

  • learning analytics
  • critical data studies
  • digital education research

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