Studies collecting both subjective and objective effort measures reveal dissociations between the two types of measures¶
Claim · All claims
Evidence · 1 study · reviewr3·q2
Currency · newest study 2020 · not yet checked against its sources · not reviewed by a person
Subclaims¶
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q2 i? The few studies applying both subjective and objective effort measures simultaneously found dissociations, with each measure showing different patterns of results. → Scheiter 2020
Evidence¶
Scheiter 2020¶
Scheiter, K., Ackerman, R., & Hoogerheide, V. (2020). Looking at Mental Effort Appraisals through a Metacognitive Lens: Are they Biased? Educational Psychology Review. https://doi.org/10.1007/s10648-020-09555-9
q2 · i? · review · r3
The review examined studies comparing subjective and objective effort measures within single studies. For example, Antonenko and Niederhauser (2010) found EEG differences between hypertext versions but no subjective effort differences, while Paas et al. (1994) found subjective ratings reflected task design but heart rate variability only distinguished active from resting states. The review concludes "there are dissociations among them."
"the few studies that collected both subjective appraisals and objective effort measures suggest that there are dissociations among them."
Discussion¶
Related Claims¶
- AI assistance reduces subjective mental effort across all tasks even when it does not reduce completion time, dissociating time and effort — related
- Effort measurement type moderates the correlation: self-agency ratings show a positive association and subjective ratings a stronger negative one than objective measures — related
- Physiological measures have limited validity for effort, especially for distinguishing data-driven from goal-driven effort — related
- Metacognitive measures show large variability, and online measures relate to each other more than to offline measures — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
dissociations-between-subjective-and-objective-effort-measures |
title |
Studies collecting both subjective and objective effort measures reveal dissociations between the two types of measures |
description |
Studies collecting both subjective and objective effort measures reveal dissociations between the two types of measures |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2020 |
generated |
by process:wiki-ingest on 2026-10-21 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — scheiter-2020 |
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