Process models of successful students come closer to self-regulated learning theory expectations than those of unsuccessful students, who do not evaluate their learning¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
Currency · newest study 2014 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? Bannert, Reimann and Sonnenberg (2014) found that the self-regulated learning process model of successful students came closer to the expectations of self-regulated learning theory than the process model of unsuccessful students. → Inge Molenaar & Sanna Järvelä 2014
q2 i? Successful students analysed, monitored, read, processed and evaluated, whereas unsuccessful students analysed, read, repeated, processed and monitored but did not evaluate their learning. → Inge Molenaar & Sanna Järvelä 2014
Evidence¶
Inge Molenaar & Sanna Järvelä 2014¶
Inge Molenaar & Sanna Järvelä. (2014). Sequential and temporal characteristics of self and socially regulated learning. Metacognition and Learning. https://doi.org/10.1007/s11409-014-9114-2
q2 · i? · review · r2
Process mining (fuzzy data mining combined with content analysis) of think aloud protocols during a 35 min learning activity in a hypertext learning environment; coded data had to be aggregated into new categories clustering different events to compare with theoretical models.
"the results indicated that the self-regulated learning process model of successful students came closer the expectations of self-regulated learning theory than the process model of unsuccessful students."
Discussion¶
Related Claims¶
- The field lacks micro-level S-SRL theory and methodological guidelines, and studies have not connected temporal/sequential characteristics to learning gains — related
- Successful hypermedia learners showed more orientation and planning before processing content, deeper elaboration, constant monitoring, and evaluation compared to less successful students — possibly the same claim (merge candidate)
- Successful discoverers regulate learning more systematically, planning experiments and monitoring progress, while unsuccessful learners work unsystematically — related
- Successful seventh-grade co-invention teams spent a much larger share of their embodied making actions on model making and experimenting than the unsuccessful team — related
- Low-prior-knowledge students struggle to deploy key self-regulatory processes during learning — possibly the same claim (merge candidate)
- A BERT-based prediction task distinguishes between successful and unsuccessful math strategies in MATHia, yielding insights into student strategies — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
process-mining-successful-unsuccessful-srl-models |
title |
Process models of successful students come closer to self-regulated learning theory expectations than those of unsuccessful students, who do not evaluate their learning |
description |
Process models of successful students come closer to self-regulated learning theory expectations than those of unsuccessful students, who do not evaluate their learning |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2014 |
generated |
by process:wiki-ingest on 2026-10-19 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — inge-molenaar-sanna-järvelä-2014 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.