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The Relationships Between Self-Efficacy, Task Value, and Self-Regulated Learning Strategies in Massive Open Online Courses

Daeyeoul Lee, Sunnie Lee Watson, William R. Watson

2020The International Review of Research in Open and Distributed Learning116 citationsDOIOpen Access PDF

Abstract

This study examines the relationships between self-efficacy, task value, and the use of self-regulated learning strategies by massive open online course (MOOC) learners from a social cognitive perspective. A total of 184 participants who enrolled in two MOOCs completed surveys. The results of Pearson’s correlation analysis show a positive correlation between self-efficacy and the use of self-regulated learning strategies, as well as a positive correlation between task value and the use of self-regulated learning strategies. The results of hierarchical multiple regression analysis show that self-efficacy and task value are significant predictors of the use of self-regulated learning strategies. There was a statistically significant difference in the use of self-regulated learning strategies between learners who possessed high self-efficacy and those who possessed low self-efficacy. In addition, learners who had high task value showed statistically significant higher average self-regulated learning scores than those who had low task value. Implications and future research directions are discussed based on the findings.

Topics & Concepts

Self-efficacySelf-regulated learningTask (project management)PsychologyValue (mathematics)Perspective (graphical)CorrelationCognitionMultilevel modelRegression analysisMathematics educationSocial psychologyComputer scienceArtificial intelligenceMachine learningMathematicsGeometryNeuroscienceEconomicsManagementOnline Learning and AnalyticsInnovative Teaching and Learning MethodsOnline and Blended Learning
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