Most refinements from adding peripheral data convert First-reading or Re-reading into Organisation, and eye-tracking then corrects many back to First-reading¶
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? 77.07% of refined processes changed from First-reading or Re-reading (Nav_only) to Organisation (Enhanced_log); eye-tracking changed many Organisation occurrences back to First-reading. → 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
Further analysis of refined time slots for all 25 participants, shown in Fig. 5. The article explains NOTE_EDITING actions turned one-step reading processes into multi-step Organisation processes, and the middle part of Fig. 5 shows eye-tracking correcting these back.
"77.07% of all the refined processes were processes that changed from First-reading or Re-reading (based on the Nav_only data channel) to Organisation (based on Enhanced_log)."
Discussion¶
Related Claims¶
- Adding peripheral data to navigational logs sharply changes the detected distribution of SRL processes, revealing many more Organisation and far fewer First-reading processes — a broader claim this one bears on
- Adding eye-tracking data corrects inflated Organisation durations and re-distributes First-reading time relative to both other channels — related
- Adding peripheral data raises specific transition probabilities in the SRL process map, e.g., Elaboration-to-Monitoring from 24% to 44% — related
- Adding data channels refines roughly 29–52% of detected SRL process time, measured by a new percent-of-processes-refined metric — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
refined-processes-reading-to-organisation |
title |
Most refinements from adding peripheral data convert First-reading or Re-reading into Organisation, and eye-tracking then corrects many back to First-reading |
description |
Most refinements from adding peripheral data convert First-reading or Re-reading into Organisation, and eye-tracking then corrects many back to First-reading |
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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