Evidence map›Paper›PMID 42638343›Full record

ArticlePsychophysiology2026

Spectator to a Meeting of Minds: Vicarious Eye Contact Elicits Psychophysiological Responses in the Observer.

Samuli Linnunsalo, Jari K Hietanen

Abstract read
In one paragraph

Article in Psychophysiology, 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
–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

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

2 authors.

Samuli LinnunsaloHuman Information Processing Laboratory, Faculty of Social Sciences/Psychology, Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0002-8918-5050
Jari K HietanenHuman Information Processing Laboratory, Faculty of Social Sciences/Psychology, Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0002-7585-3775

Funding

Academy of Finland 330158
6 · The paper itself

Abstract

Research has shown that dyadic eye contact elicits psychophysiological responses related to affect and attention. In daily life, we also frequently notice eye contact occurring between other people, even when we are not directly involved. This study investigated whether such vicarious eye contact elicits affect- and attention-related psychophysiological responses in observers. In two experiments, we measured participants' skin conductance (affective arousal), facial muscle activity (affective valence/affiliation), and heart rate deceleration (attention orienting) responses while they viewed gaze interactions between two agents. In Experiment 1, participants observed eye contact between two humans, whereas in Experiment 2, participants saw a human and a humanoid robot NAO. We found novel evidence for a vicarious eye contact effect: viewing eye contact between two humans elicited greater affective arousal in observers compared to non-eye contact conditions. Somewhat surprisingly, facial muscle responses indicated increased zygomaticus activity and decreased corrugator activity during vicarious eye contact relative to non-eye contact conditions when participants viewed eye contact between a human and a humanoid robot, but not when viewing eye contact between two humans. In both experiments, vicarious eye contact failed to elicit a greater heart rate deceleration response, suggesting that it lacks the attention-capturing characteristics of dyadic eye contact. We discuss these findings in the context of mind attribution in gaze interactions and argue that using artificial agents as social stimuli can offer valuable insights into the role of mind attribution in social cognition.

Indexed as

AffectAttentionFixation, OcularSocial InteractionSocial PerceptionAdultArousalElectromyographyFacial MusclesFemaleGalvanic Skin ResponseHeart RateHumansMaleYoung Adult

Identifiers

PMID42638343
PMCPMC13504186

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.