Change

• Cycles impacting analytics• Types of change• What needs to change• Barriers to change• How might change happen

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Pitfallsdata warehouse development is dominated by central IT departments that have little experience with decision support. A common theme in industry conferences and professional

books is the rediscovery of fundamental DSS principles like evolutionary development

(Arnot & Pervan, 2005)

(Clow 2012, p. 135)

• A learning analytics system may be used simply to attempt to achieve set goals (single-loop learning); greater value and insight will come if those goals themselves can be interrogated, challenged, and developed (double-loop learning).

What needs to be changed?

• Information– Sources– Analysis

• Representation– Iterative development

• Affordances