Evidence map›Paper›PMID 42248997›Full record

ArticleScientific reports2026

Weber's Law in walking: sensory scaling is observed in multi-sensory, dynamic tasks.

Marcela Gonzalez-Rubio, Pablo A Iturralde, Gelsy Torres-Oviedo

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Marcela Gonzalez-RubioDepartment of Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States.
Pablo A Iturralde *Departamento de Ingeniería, Universidad Católica del Uruguay, Montevideo, Uruguay.
Gelsy Torres-Oviedo *Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States. gelsyto@pitt.edu.

Funding

Interdisciplinary Training in Computational NeuroscienceR90DA060340 · NIDA · CARNEGIE-MELLON UNIVERSITY · PI Steven M Chase, Gelsy Torres-Oviedo · 2023 to 2026
$1.6M
National Institute of Health R90DA060340-02S1National Science Foundation CAREER Award 1847891NIDA NIH HHS R90 DA060340
6 · The paper itself

Abstract

Behavioral flexibility requires adequate sensitivity to external stimuli to maintain optimal motor performance under evolving task demands. Empirical evidence shows sensitivity scaling follows Weber's Law, which states that sensory stimulus perception is scaled by background sensory context magnitude. However, Weber's Law has been assessed only in uni-sensory static tasks, and whether this principle extends to multi-sensory, dynamic motor tasks remains an open question. We assessed somatosensory perception of relative leg motion (i.e., speed differences between legs) in healthy young adults, hypothesizing that sensitivity to leg speed differences would follow Weber's Law. We estimated participants' sensitivity to speed differences (sensory stimuli) using two-alternative forced choice (2AFC) tasks. Participants walked at speeds representing distinct sensory contexts: slow (low-intensity), comfortable (medium-intensity), and fast (high-intensity). All groups compared their assigned testing speed against a common reference speed. We found that sensitivity to speed differences was consistent with Weber-like scaling at both slow and fast non-habitual walking speeds, but deviated near comfortable speed. Moreover, a drift-diffusion model using only reaction times reproduced the sensitivity scaling with walking speed, indicating that the model's evidence accumulation process can account for speed-dependent changes in perceptual sensitivity in multi-sensory, dynamic motor tasks.

Indexed as

WalkingAdultFemaleHumansMalePsychomotor PerformanceReaction TimeWalking SpeedYoung AdultBehaviorComputational behavior scienceDecision makingMotor controlNeurosciencePerceptionPsychophysicsSensory systems

Identifiers

PMID42248997
PMCPMC13484474

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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.