British Journal of Educational Technology · 2021 · 15 citations · 39 references
EducationInstructionTeachingDistance EducationInstruction In Higher EducationOnline TeachingEngagement In Online LearningGoal Setting In LearningLearning GoalsMassive Open Online CoursesOnline LearningStudent PersistenceDependent VariablesLearner MotivationMassive Open Online Course AnalyticsOnline Learning BehaviorOnline Student PersistencePersistencePersistence In Online LearningQualitative Data Coding
Abstract Goal setting is an important component in successful teaching and learning, but relatively little is known about its impact on course persistence and achievement in massive open online courses. Using an experimental design and employing a variety of data including student writings, content‐related assignment attempts, and quantitative achievement in the courses, we compared the outcomes of two groups of learners who were given different writing prompts at the beginning of their course. While no overall effects of writing prompt type on the dependent variables were observed, highly statistically significant differences were found when goal writings were more closely examined and compared via qualitative coding. When learners’ written responses to prompts contained either learning or performance goals, those participants both achieved more and engaged in learning longer than participants whose written responses did not fall into either of these categories. Practitioner notes What is already known about this topic Goals are related to students’ behaviors and performance. Performance goals’ influences on learning have inconsistent results, while learning goals are considered beneficial. What this paper adds The effects of conscious goal setting in massive open online courses (MOOCs) may be different from traditional learning contexts. Having either learning and performance goals results in better persistence and performance than not having these goals. Implications for practice and/or policy More interventions should be designed to help MOOC learners set and commit to their goals. Use MOOC learner's learning and performance goals to promote learning and persistence.
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Interrater reliability: the kappa statistic
Marry L. McHugh · Biochemia Medica · 2012 · 18.6K citations · Full text
Interrater reliability: the kappa statistic.
Mary L. McHugh · PubMed · 2012 · 9.2K citations · Full text