Evidence map›Paper›PMID 41034685›Full record

ArticleCognitive, affective & behavioral neuroscience2026

The cognitive and motor determinants of the perception of effort.

Ela Herzberg, Israel Halperin, Noham Wolpe

Abstract read
In one paragraph

Article in Cognitive, affective & behavioral neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Ela HerzbergDepartment of Physical Therapy, The Stanley Steyer School of Health Professions, Gray Faculty of Medical & Health Sciences, Tel Aviv University, 6997801, Tel Aviv, Israel.
Israel HalperinDepartment of Health Promotion, School of Public Health, Faculty of Medical & Health Sciences, Tel-Aviv University, Tel-Aviv, Israel.
Noham WolpeDepartment of Physical Therapy, The Stanley Steyer School of Health Professions, Gray Faculty of Medical & Health Sciences, Tel Aviv University, 6997801, Tel Aviv, Israel. nwolpe@tau.ac.il.ORCID 0000-0002-4652-7727

Funding

Israel Science Foundation 1603/22
6 · The paper itself

Abstract

Effort refers to the physical work or force exerted to achieve an outcome, which is dissociable from the subjective experience that accompanies this exertion, termed perceived effort. Previous decision-making studies have examined effort valuation, focussing on individual differences in effort and reward sensitivity when choosing an action. These studies measure anticipatory aspects effort and reward, rather than their experiential aspects. Yet, how individuals perceive effort has significant implications for mental health. Here, we address this gap using an effort psychophysics task in young, healthy adults (n = 76). Participants used a hand dynamometer to raise a visual "mercury" column to a target zone, aiming to match the required force for at least 3 s within a 7-s window to succeed. After each trial, participants rated their perceived effort on a 0-100 visual analogue scale. We estimated the contribution of force and task failure to perceived effort ratings using a robust regression model. Higher depressive symptoms were associated with a reduced influence of exerted force and an increased influence of task outcome (failure) on perceived effort. We identified additional key cognitive and motor contributors to the experience of effort, such as accumulated fatigue, expectations and force stability. The experience of effort thus arises from multiple interacting cognitive and motor contributors. Individual differences in the contribution of these factors to the experience of effort, such as force and failure are associated with depressive symptoms, underscoring the importance of considering experiential aspects of effort in mental health research.

Indexed as

CognitionPerceptionPhysical ExertionPsychomotor PerformanceAdolescentAdultDepressionFemaleHumansIndividualityMaleYoung AdultDepressive symptomsEffortMotivationPerception of effort

Identifiers

PMID41034685
PMCPMC13095976

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.