Evidence map›Paper›PMID 33875735›Full record

ArticleScientific reports2021

The other-race effect and holistic processing across racial groups.

Hoo Keat Wong, Alejandro J Estudillo, Ian D Stephen, David R T Keeble

Abstract read
In one paragraph

Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

17 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Judgment of Social Traits and Emotions of "Neutral" Avatars.Cyberpsychology, behavior and social networking · 2025
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. The role of implicit social bias on holistic processing of out-group faces.Cognitive research: principles and implications · 2023
    Article
  13. Article
  14. Article
  15. Two face masks are better than one: congruency effects in face matching.Cognitive research: principles and implications · 2022
    Article
  16. Article
  17. 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

4 authors.

Hoo Keat WongSchool of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia. hookeat.wong@nottingham.edu.my.
Alejandro J EstudilloSchool of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia.
Ian D StephenDepartment of Psychology, Macquarie University, Macquarie Park, Australia.
David R T KeebleSchool of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

It is widely accepted that holistic processing is important for face perception. However, it remains unclear whether the other-race effect (ORE) (i.e. superior recognition for own-race faces) arises from reduced holistic processing of other-race faces. To address this issue, we adopted a cross-cultural design where Malaysian Chinese, African, European Caucasian and Australian Caucasian participants performed four different tasks: (1) yes-no face recognition, (2) composite, (3) whole-part and (4) global-local tasks. Each face task was completed with unfamiliar own- and other-race faces. Results showed a pronounced ORE in the face recognition task. Both composite-face and whole-part effects were found; however, these holistic effects did not appear to be stronger for other-race faces than for own-race faces. In the global-local task, Malaysian Chinese and African participants demonstrated a stronger global processing bias compared to both European- and Australian-Caucasian participants. Importantly, we found little or no cross-task correlation between any of the holistic processing measures and face recognition ability. Overall, our findings cast doubt on the prevailing account that the ORE in face recognition is due to reduced holistic processing in other-race faces. Further studies should adopt an interactionist approach taking into account cultural, motivational, and socio-cognitive factors.

Indexed as

AdultAsian PeopleBlack PeopleCross-Cultural ComparisonEthnicityFacial RecognitionFemaleHumansMalePattern Recognition, VisualRecognition, PsychologyTask Performance and AnalysisVisual PerceptionWhite PeopleYoung Adult

Identifiers

PMID33875735
PMCPMC8055977

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.