Claims

Laboratory-identified behavioural markers of states such as confusion can, with care, indicate the same state in real online learning environments

Claim · All claims
Evidence · 1 study · theoretical r3 · q1
Currency · newest study 2017 · 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.

q1 i? When behavioural markers of confusion identified in laboratory studies appear during real online learning, educators can say with some confidence that a student may be confused and intervene. → Jason M. Lodge and Linda Corrin 2017

Evidence

Jason M. Lodge and Linda Corrin 2017

Jason M. Lodge and Linda Corrin. (2017). What data and analytics can and do say about effective learning. npj Science of Learning. https://doi.org/10.1038/s41539-017-0006-5

q1 · i? · theoretical · r3

The authors' theoretical argument that laboratory studies "provide suggestions as to the type of behaviours evident when a student gets confused", enabling interventions such as automated feedback or teacher communication when markers recur online. No empirical data are reported in the commentary.

"When these same markers become evident when students learn in a real online environment, we can say with some con fidence that the student could be confused. Having identi fied potential confusion, appropriate educational interventions can be made."

Discussion

Page metadata
Field Value
type claim
id lab-behavioural-markers-transfer-online
title Laboratory-identified behavioural markers of states such as confusion can, with care, indicate the same state in real online learning environments
description Laboratory-identified behavioural markers of states such as confusion can, with care, indicate the same state in real online learning environments
status review
evidence_strength weak
newest_evidence 2017
generated by process:wiki-ingest on 2026-10-26
trust unverified — no one has confirmed this page's content
sources 1 — jason-m-lodge-and-linda-corrin-2017

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