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Three core dimensions of self-regulated learning (SRL)—metacognition, motivation, and strategies—are essential for academic success, particularly in contexts that demand high levels of autonomy and self-direction, such as online learning environments. Consistent with the need and interest in using person-centered approaches, we used k-means cluster analyses to examine (a) the nature and stability of SRL profiles across two random samples of students from an online college, and (b) cluster differences across three high-stakes indicators of success (e.g., days to first credit, credits attempted, credits earned). Across both samples, a similar four-cluster solution emerged as most interpretable. Cluster differences in achievement were observed across all dependent variables and revealed advantages of certain profiles. Implications for research and practice are discussed.
Erica R. Pawlo, Rutgers University
Timothy J. Cleary, Rutgers University
Jacqueline Slemp, The State University of New Jersey
Jamal Waire, Rutgers University
Jason Bryer, Excelsior College
Thomas Gambino, Rutgers University