Robert D. Plumley
- Predicting student outcomes using digital logs of learning behaviors: Review, current standards, and suggestions for future work
2022/08/26 by Cara J. Arizmendi, Matthew L. Bernacki, Mladen Raković +5 · 1 voice · 5 citations
Computer Science · #Online Learning and Analytics #Data Stream Mining Techniques #Privacy-Preserving Technologies in Data
- Using multimodal learning analytics to validate digital traces of self-regulated learning in a laboratory study and predict performance in undergraduate courses.
2024/10/03 by Matthew L. Bernacki, Linyu Yu, Shelbi L. Kuhlmann +6 · 2 voices · 5 citations
Social Sciences · Psychology · Computer Science · #Online and Blended Learning #Innovative Teaching and Learning Methods #Online Learning and Analytics
- Examining the critical role of evaluation and adaptation in self-regulated learning
2021/11/10 by Mladen Raković, Matthew L. Bernacki, Jeffrey A. Greene +5 · 1 voice · 9 citations
Psychology · Social Sciences · Computer Science · #Innovative Teaching and Learning Methods #Online and Blended Learning #Online Learning and Analytics
- Students’ active cognitive engagement with instructional videos predicts STEM learning
2024/04/10 by Shelbi L. Kuhlmann, Robert D. Plumley, Robert Plumley +9 · 2 voices · 2 citations
Computer Science · Psychology · #Innovative Teaching and Learning Methods #Online Learning and Analytics #Visual and Cognitive Learning Processes
- Interpreting Predictive Learning Sequences in a College Math Course through a Self-Regulated Learning Framework
2025/11/26 by Linyu Yu, Peter F. Halpin, Matthew L. Bernacki +3 · 1 voice · 1 citation
Psychology · #Innovative Teaching and Learning Methods #Learning Styles and Cognitive Differences #Visual and Cognitive Learning Processes