Dossier de preuve de méthode

Learning Analytics Method

Learning analytics is the measurement, collection, analysis, and reporting of data about learners and their contexts for the purposes of understanding and optimizing learning and the environments in which it occurs. Emerging as a distinct field around 2011, and consolidated through the work of George Siemens, Ryan Baker, and the Society for Learning Analytics Research, it is methodologically a pipeline: learner trace data are gathered from digital environments, integrated, modeled to detect patterns and predict outcomes, and then fed back to learners, instructors, and institutions to inform action.

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Learning Analytics: Measurement, Modeling, and Feedback on Learning Data

Dossier de méthode taxonomique · process-pipeline / education

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Méthodes apparentées

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Same method familyContent Analysismachine-suggested · Relational suggestion, not evidence.Used in the same domainEducational Growth Curve Modelingmachine-suggested · Relational suggestion, not evidence.Same method familyLearning Analyticsmachine-suggested · Relational suggestion, not evidence.Same method familyOpportunity to Learn Analysismachine-suggested · Relational suggestion, not evidence.