Learning Analytics: What are the appropriate criteria for evaluating the efficacy and the cost and price impact of instructional technology?

An impact evaluation relies on rigorous methods to determine the changes in outcomes which can be attributed to a specific intervention based on cause-and-effect analysis.

Transactional Data

Learning analytics are rapidly being implemented in different educational settings, often without the guidance of a research base. Also, in business, predictive models exploit patterns found in historical and transactional data to identify risks and opportunities.

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