Evidence map›Paper›PMID 42901519›Full record

ArticleProceedings. Biological sciences2026

Dynamic facial movements shape how confident speakers appear.

Jonas Nölle, Yichen Wu, Pablo Arias-Sarah, Oliver G B Garrod, Philippe G Schyns, Rachael E Jack

Abstract read
In one paragraph

Article in Proceedings. Biological sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Jonas NölleSchool of Psychology & Neuroscience, University of Glasgow , Glasgow, UK.
Yichen WuSchool of Psychology & Neuroscience, University of Glasgow , Glasgow, UK.
Pablo Arias-SarahSchool of Psychology & Neuroscience, University of Glasgow , Glasgow, UK.
Oliver G B GarrodSchool of Psychology & Neuroscience, University of Glasgow , Glasgow, UK.
Philippe G SchynsSchool of Psychology & Neuroscience, University of Glasgow , Glasgow, UK.ORCID 0000-0002-8542-7489
Rachael E JackSchool of Psychology & Neuroscience, University of Glasgow , Glasgow, UK.ORCID 0000-0003-3687-0799

Funding

Economic and Social Research Council ES/P000681/1European Research Council (ERC)European Union's Horizon 2020 research and innovation programme 759 796UKRI Horizon Europe Guarantee Grant supporting a Marie Skłodowska-Curie Actions Postdoctoral Fellowship EP/X028070/1Wellcome Trust 107 802/Z/15/Z
6 · The paper itself

Abstract

Human communication is inherently multimodal, relying on signals conveyed through speech, vocal tone and facial movements. While gestures and vocal cues are known to influence how speech is understood, the role of facial movements remains poorly specified. Here, we test whether dynamic facial movements shape how spoken responses are interpreted by systematically modulating listener inferences of speaker confidence and doubt. Using a data-driven reverse-correlation approach and a generative model of facial behaviour, we manipulated speakers' upper-face movements while holding verbal content constant. On each trial, participants (n = 44; UK English and Mandarin Chinese speakers) rated the confidence of speakers responding to questions (e.g. 'Would they make a good leader?') on a five-point scale across 1800 trials. We find that opposing facial movements bias these inferences: eye closure and brow raising are associated with confidence, whereas brow lowering and eye tightening are associated with doubt. Signal amplitude further shapes these inferences, primarily by intensifying perceived doubt for doubt-associated movements. These mappings are largely shared between the two cultural groups, indicating common signal-inference relationships alongside differences in the weighting of specific cues. Together, these findings show that facial movements provide graded social signals that systematically shape how spoken responses are interpreted.

Indexed as

FaceFacial ExpressionSpeechAdultFemaleHumansMaleYoung Adultconfidence perceptioncross-cultural communicationfacial movementsmultimodal communicationreverse correlationsocial signalsspeech comprehension

Identifiers

PMID42901519
PMCPMC13682920

What OpenQuestion holds

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Registered trials

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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.