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Analytics and complexity: learning and leading for the future

conference contribution
posted on 06.12.2017, 00:00 authored by Colin BeerColin Beer, David JonesDavid Jones, Damien ClarkDamien Clark
There is growing interest in the application of learning analytics to manage, inform and improve learning and teaching within higher education. In particular, learning analytics is seen as enabling data-driven decision making as universities are seeking to respond a range of significant challenges that are reshaping the higher education landscape. Experience over four years with a project exploring the use of learning analytics to improve learning and teaching at a particular university has, however, revealed a much more complex reality that potentially limits the value of some analytics-based strategies. This paper uses this experience with over 80,000 students across three learning management systems, combined with literature from complex adaptive systems and learning analytics to identify the source and nature of these limitations along with a suggested path forward.

History

Start Page

1

End Page

10

Number of Pages

10

Start Date

01/01/2012

Finish Date

01/01/2012

ISBN-13

9780473229894

Location

Wellington, New Zealand

Publisher

Australasian Society for Computers in Learning in Tertiary Education (ascilite)

Place of Publication

Wellington. New Zealand

Peer Reviewed

Yes

Open Access

Yes

External Author Affiliations

Conference; Learning and Teaching Education Research Centre (LTERC); Learning and Teaching Education Research Centre (LTERC); Office of Learning and Teaching; University of Southern Queensland;

Era Eligible

Yes

Name of Conference

Australasian Society for Computers in Learning in Tertiary Education. Conference