Evidence map›Paper›PMID 41816287›Full record

ArticleiScience2026

Action units of facial expressions in emotional contagion.

Alessia Celeghin, Ivonne Angelica Castiblanco Jimenez, Martina Froio, Enrico Vezzetti, Elena Carlotta Olivetti, Federica Marcolin

Abstract read
In one paragraph

Article in iScience, 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

6 authors.

Alessia CeleghinDepartment of Psychology, University of Turin, 10124 Turin, Piedmont, Italy.
Ivonne Angelica Castiblanco JimenezDepartment of Psychology, University of Turin, 10124 Turin, Piedmont, Italy.
Martina FroioDepartment of Psychology, University of Turin, 10124 Turin, Piedmont, Italy.
Enrico VezzettiDepartment of Management and Production Engineering, Politecnico di Torino, 10129 Turin, Piedmont, Italy.
Elena Carlotta OlivettiDepartment of Management and Production Engineering, Politecnico di Torino, 10129 Turin, Piedmont, Italy.
Federica MarcolinDepartment of Management and Production Engineering, Politecnico di Torino, 10129 Turin, Piedmont, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While research on facial expressions has traditionally focused on basic emotions, other spontaneous reactions, especially those elicited through emotional contagion, are far more common in daily social interactions, with facial movements playing a key role in conveying emotions. Here, we explore spontaneous facial expressions of laughter, yawning, and mirror pain through a contagion experiment involving 32 participants. We identified key facial action units and used landmark-based distances as morphometric features to capture their dynamics. Our analysis revealed distinct patterns that separate these expressions from each other and from neutral faces, particularly in the lower face. This work provides a curated set of action units and features for the assessment of laughter, yawning, and mirror pain expressions, offering a valuable resource for future spontaneous facial expression recognition studies.

Indexed as

psychologysocial sciences

Identifiers

PMID41816287
PMCPMC12973004

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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 Socratic graph.