Adding peripheral data to navigational logs sharply changes the detected distribution of SRL processes, revealing many more Organisation and far fewer First-reading processes¶
Claim · All claims
Evidence · 1 study · designr2·q2
Currency · newest study 2022 · not yet checked against its sources · not reviewed by a person · overdue for a recheck since 2025: tool and model accuracy changes quickly
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? Compared to Nav_only, the Enhanced_log channel detected 43.03% Organisation duration versus 0%, and 19.14% First-reading duration versus 65.09%. → Yizhou Fan 2022
Evidence¶
Yizhou Fan 2022¶
Yizhou Fan, Lyn Lim, Joep van der Graaf, Jonathan Kilgour, Mladen Raković, Johanna Moore, Inge Molenaar, Maria Bannert, Maria Bannert, Dragan Gašević. (2022). Improving the measurement of self-regulated learning using multi-channel data. Metacognition and Learning. https://doi.org/10.1007/s11409-022-09304-z
q2 · i? · design · r2
Descriptive comparison of SRL process duration medians across data channels for 25 participants in a 45-minute lab learning session. The article attributes the shift to more NOTE_EDITING and WRITE_ESSAY actions labelled "mostly based on keyboard strokes".
"We detected many more Organisation processes (43.03% based on Enhanced_log compared to 0% based on Nav_only), and far fewer First-reading processes (19.14% based on Enhanced_log compared to 65.09% based on Nav_only)."
Discussion¶
Related Claims¶
- Adding eye-tracking data corrects inflated Organisation durations and re-distributes First-reading time relative to both other channels
- Adding data channels refines roughly 29–52% of detected SRL process time, measured by a new percent-of-processes-refined metric
- Adding peripheral data raises specific transition probabilities in the SRL process map, e.g., Elaboration-to-Monitoring from 24% to 44%
- Most refinements from adding peripheral data convert First-reading or Re-reading into Organisation, and eye-tracking then corrects many back to First-reading — a narrower finding that bears on this claim
- The largest source of mismatch between trace-based and think aloud SRL processes was confusion between elaboration/organisation and first-reading processes — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
peripheral-data-changes-srl-process-distribution |
title |
Adding peripheral data to navigational logs sharply changes the detected distribution of SRL processes, revealing many more Organisation and far fewer First-reading processes |
description |
Adding peripheral data to navigational logs sharply changes the detected distribution of SRL processes, revealing many more Organisation and far fewer First-reading processes |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2022 |
recheck_by |
2025 |
generated |
by process:wiki-ingest on 2026-10-19 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — yizhou-fan-2022 |
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