Evidence map›Paper›PMID 39379661›Full record

ArticleCognitive research: principles and implications2024

Racial biases, facial trustworthiness, and resting heart rate variability: unravelling complexities in pain recognition.

Ilenia Ceccarelli, Arianna Bagnis, Cristina Ottaviani, Julian F Thayer, Katia Mattarozzi

Abstract read
In one paragraph

Article in Cognitive research: principles and implications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Trial
  2. 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

5 authors.

Ilenia Ceccarelli *Department of Medical and Surgical Sciences, University of Bologna, Via Massarenti 9, Pad. 21, Bologna, Italy.
Arianna Bagnis *Department of Medical and Surgical Sciences, University of Bologna, Via Massarenti 9, Pad. 21, Bologna, Italy. arianna.bagnis@unibo.it.ORCID 0000-0002-5588-6000
Cristina OttavianiDepartment of Psychology, Sapienza University of Rome, Rome, Italy.
Julian F ThayerDepartment of Psychological Science, University of California, Irvine, Irvine, CA, USA. jfthayer@uci.edu.
Katia MattarozziDepartment of Medical and Surgical Sciences, University of Bologna, Via Massarenti 9, Pad. 21, Bologna, Italy.

Funding

Università di Bologna Mattarozzi RFO 2021
6 · The paper itself

Abstract

The study explores whether racial identity and appearance-based trustworthiness judgments can affect recognition of pain in medical students differing in levels of resting heart rate variability (HRV), a measure of parasympathetic control of the heart. After undergoing HRV assessment, 68 medical students (37 females) participated in a dynamic pain recognition task, viewing video clips of White and Black faces, which differed in perceived trustworthiness based on facial appearance, transitioning from neutral to intense pain expressions. Response time, pain intensity attribution and treatment recommendations were analyzed. Pain was recognized slower and estimated as less intense in Black compared to White faces, leading to a lower likelihood of recommending therapy. Pain recognition was faster for untrustworthy-looking White faces compared to trustworthy ones, while perceived trustworthiness had a minimal impact on the speed of pain recognition in Black faces. However, untrustworthy-looking faces were estimated to express more pain, particularly for Black faces. Notably, these biases were more pronounced in individuals with low, rather than high, resting HRV. Considering that therapeutic decisions mirrored pain intensity attribution, it would be important to increase awareness of these biases during medical training in order to promote equity in future pain assessment and treatment.

Indexed as

Facial RecognitionHeart RatePain PerceptionRacismStudents, MedicalTrustAdultBlack PeopleFacial ExpressionFemaleHumansMaleRecognition, PsychologySocial PerceptionWhite PeopleYoung AdultAppearance-based trustworthinessFacial appearanceHealthcareHeart rate variabilityPain recognition

Identifiers

PMID39379661
PMCPMC11461382

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.