Evidence map›Paper›PMID 38334739›Full record

ArticleSocial cognitive and affective neuroscience2024

Zygomaticus activation through facial neuromuscular electrical stimulation (fNMES) induces happiness perception in ambiguous facial expressions and affects neural correlates of face processing.

Themis Nikolas Efthimiou, Joshua Baker, Alasdair Clarke, Arthur Elsenaar, Marc Mehu, Sebastian Korb

Open access · goldAbstract read
In one paragraph

Article in Social cognitive and affective neuroscience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
2.4field-weighted citation impact, top 12% of its field
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

6 citing papers in PubMed, 7 citations in OpenAlex.

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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 at 3 institutions in 3 countries.

Themis Nikolas EfthimiouDepartment of Psychology, University of Essex, Colchester CO4 3SQ, United Kingdom.ORCID 0000-0002-8458-5493
Joshua BakerDepartment of Psychology, University of Essex, Colchester CO4 3SQ, United Kingdom.ORCID 0000-0001-8133-7622
Alasdair ClarkeDepartment of Psychology, University of Essex, Colchester CO4 3SQ, United Kingdom.
Arthur ElsenaarArtScience Interfaculty, Royal Academy of Art, Royal Conservatory, The Hague 2514 AN, Netherlands.
Marc MehuDepartment of Psychology, Webster Vienna Private University, Vienna 1020, Austria.ORCID 0000-0001-5164-3573
Sebastian KorbDepartment of Psychology, University of Essex, Colchester CO4 3SQ, United Kingdom.ORCID 0000-0002-3517-3783
University of Essex · GBRoyal Academy of Art · NLWebster Vienna Private University · AT

Funding

Austrian Science Fund P 32637-B
6 · The paper itself

Abstract

The role of facial feedback in facial emotion recognition remains controversial, partly due to limitations of the existing methods to manipulate the activation of facial muscles, such as voluntary posing of facial expressions or holding a pen in the mouth. These procedures are indeed limited in their control over which muscles are (de)activated when and to what degree. To overcome these limitations and investigate in a more controlled way if facial emotion recognition is modulated by one's facial muscle activity, we used computer-controlled facial neuromuscular electrical stimulation (fNMES). In a pre-registered EEG experiment, ambiguous facial expressions were categorised as happy or sad by 47 participants. In half of the trials, weak smiling was induced through fNMES delivered to the bilateral Zygomaticus Major muscle for 500 ms. The likelihood of categorising ambiguous facial expressions as happy was significantly increased with fNMES, as shown with frequentist and Bayesian linear mixed models. Further, fNMES resulted in a reduction of P1, N170 and LPP amplitudes. These findings suggest that fNMES-induced facial feedback can bias facial emotion recognition and modulate the neural correlates of face processing. We conclude that fNMES has potential as a tool for studying the effects of facial feedback.

Indexed as

Facial RecognitionHappinessBayes TheoremElectric StimulationElectroencephalographyEmotionsFacial ExpressionFacial MusclesHumansembodimentevent-related potentialsface perceptionfacial feedbackfNMES

Identifiers

PMID38334739
PMCPMC10873823
OpenAlexW4391692817

What OpenQuestion holds

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LicenceCC BY
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 OpenQuestion graph.