Evidence map›Paper›PMID 42006839›Full record

ArticleAffective science2026

Faking It Isn't Making It: Research Needs Spontaneous and Naturalistic Facial Expressions.

Amy Dawel, Eva G Krumhuber, Romina Palermo

Abstract read
In one paragraph

Article in Affective science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

3 authors.

Amy DawelSchool of Medicine and Psychology, The Australian National University, Canberra, ACT 2600 Australia.
Eva G KrumhuberDepartment of Experimental Psychology, University College London, London, UK.
Romina PalermoSchool of Psychological Science, The University of Western Australia, Perth, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Facial expressions play a pivotal role in shaping social interactions. However, the conceptualization of facial expressions as direct readouts of internal emotional experience has led to the conflation of three distinct question types. Specifically, there is confusion between questions concerning: (Q1) the production of facial expressions, (Q2) how accurately perceivers interpret expressors' internal emotions from their outward expressions, and (Q3) perceiver responses to the outward appearance of expressions independent of the expressor's internal emotional state. The disentanglement of these three question types highlights that, because the facial stimuli traditionally used in research are posed rather than reflective of internal emotions, they can only test perceiver responses (Q3), though they have often been interpreted as measures of perceptual accuracy (Q2). Moreover, due to their exaggerated and prototypical nature, these stimuli fail to capture the nuance and complexity of real-world expressions, potentially leading to ecologically invalid findings even for Q3. New data presented here also suggest that many of these stimuli are

Indexed as

ArtificialEmotion perceptionFacial expressionGenuineNaturalisticPosed

Identifiers

PMID42006839
PMCPMC13087068

What OpenQuestion holds

Textmetadata
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.