Eye-tracking data enables detection of more frequent Monitoring and Evaluation processes that navigational and peripheral channels miss¶
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? From Log+eye-tracking, median frequency was 0.93% for Evaluation and 3.45% for Monitoring processes, which are hard to detect from Nav_only and Enhanced_log. → 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
Frequency-based descriptive analysis of metacognitive processes across the three channels for all 25 participants. The article notes these processes took only a tiny proportion of sessions but were detected more frequently with eye-tracking data added.
"we detected the median values of 0.93% (frequency-based) for the Evaluation processes (e.g., IRRELEVANT_READING to NOTE_READING) and 3.45% (frequency-based) for the Monitoring processes (e.g., checking the TIMER during reading)"
Discussion¶
Related Claims¶
- Adding data channels refines roughly 29–52% of detected SRL process time, measured by a new percent-of-processes-refined metric — a broader claim this one bears on
- Only with eye-tracking data does Monitoring appear as an intermediate process linking most other SRL processes in the process map — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
eye-tracking-detects-monitoring-evaluation |
title |
Eye-tracking data enables detection of more frequent Monitoring and Evaluation processes that navigational and peripheral channels miss |
description |
Eye-tracking data enables detection of more frequent Monitoring and Evaluation processes that navigational and peripheral channels miss |
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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