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Tudor Cristea; Chris Snijders; Uwe Matzat; Ad Kleingeld – Education and Information Technologies, 2024
Self-regulated learning has seen a large increase in research interest due to its importance for online learning of higher education students. Several ways to measure self-regulated learning have been suggested. However, most measurements are either obtrusive, necessitating time and effort from students and potentially influencing the learning…
Descriptors: Learning Processes, Self Management, Evaluation Methods, Task Analysis
Sami Heikkinen; Tudor Cristea; Mohammed Saqr; Jonna Malmberg; Ad Kleingeld; Chris Snijders; Uwe Matzat; Matti Tedre – Smart Learning Environments, 2024
This study investigates the relationship between students' self-efficacy beliefs, goal-setting, and learning tactics in an online business course. Using sequence analysis and process mining techniques, we analyzed log data from 209 students to identify distinct learning tactics and their association with self-efficacy beliefs, inferred from…
Descriptors: College Students, Business Administration Education, Self Efficacy, Goal Orientation