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Ella Anghel; Joshua Littenberg-Tobias; Matthias von Davier – AERA Online Paper Repository, 2024
Existing studies on Massive Open Online Courses (MOOCs) examine learners' engagement processes but have not explored links between them and motivations to enroll. In our previous work, we identified intrinsic, professional, and prosocial motivations for taking MOOCs. In this study, we used process mining to compare the course engagement patterns…
Descriptors: MOOCs, Learner Engagement, Student Motivation, Enrollment
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Ella Anghel; Joshua Littenberg-Tobias; Justin Reich – International Journal of Social Research Methodology, 2024
Identifying online users' contexts can help researchers understand their needs. However, the validity of different methods for identifying the location of online users has been underexplored. This paper proposes using multiple methods and examining their impact on different research questions to determine their validity. It then demonstrates this…
Descriptors: MOOCs, Socioeconomic Status, Learner Engagement, Geographic Location
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Sa'ar Karp Gershon; Ella Anghel; Giora Alexandron – Education and Information Technologies, 2024
For Massive Open Online Courses to have trustworthy credentials, assessments in these courses must be valid, reliable, and fair. Item Response Theory provides a robust approach to evaluating these properties. However, for this theory to be applicable, certain properties of the assessment items should be met, among them that item difficulties are…
Descriptors: MOOCs, Item Response Theory, Physics, Advanced Placement Programs
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Ella Anghel; Joshua Littenberg-Tobias; Matthias von Davier – Education and Information Technologies, 2024
Massive Open Online Courses (MOOCs) are increasingly popular for teachers' professional development (PD). Understanding why teachers take MOOCs and how this relates to course completion could help identify underserved needs in teachers' professional learning. In the current study, we explored this question, as well as potential gaps between…
Descriptors: Teachers, Professional Development, MOOCs, Open Educational Resources