Evidence map›Paper›PMID 37803085›Full record

ArticleScientific reports2023

Holistic and featural processing's link to face recognition varies by individual and task.

Bryan Qi Zheng Leong, Alejandro J Estudillo, Ahamed Miflah Hussain Ismail

Abstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–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

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  9. Facial Emotion Recognition and its Associations With Psychological Well-Being Across Four Schizotypal Dimensions: a Cross-Sectional Study.Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists · 2025
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  11. Beyond minutiae: inferring missing details from global structure in fingerprints.Cognitive research: principles and implications · 2025
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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

3 authors.

Bryan Qi Zheng LeongSchool of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia. bleongqizheng@bournemouth.ac.uk.
Alejandro J EstudilloSchool of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia. aestudillo@bournemouth.ac.uk.
Ahamed Miflah Hussain IsmailSchool of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While it is generally accepted that holistic processing facilitates face recognition, recent studies suggest that poor recognition might also arise from imprecise perception of local features in the face. This study aimed to examine to what extent holistic and featural processing relates to individual differences in face recognition ability (FRA), during face learning (Experiment 1) and face recognition (Experiment 2). Participants performed two tasks: (1) The "Cambridge Face Memory Test-Chinese" which measured participants' FRAs, and (2) an "old/new recognition memory test" encompassing whole faces (preserving holistic and featural processing) and faces revealed through a dynamic aperture (impairing holistic processing but preserving featural processing). Our results showed that participants recognised faces more accurately in conditions when holistic information was preserved, than when it is impaired. We also show that the better use of holistic processing during face learning and face recognition was associated with better FRAs. However, enhanced featural processing during recognition, but not during learning, was related to better FRAs. Together, our findings demonstrate that good face recognition depends on distinct roles played by holistic and featural processing at different stages of face recognition.

Indexed as

Facial RecognitionFaceHumansPattern Recognition, VisualProto-Oncogene Proteins c-fosRecognition, PsychologyProto-Oncogene Proteins c-fos

Identifiers

PMID37803085
PMCPMC10558561

What OpenQuestion holds

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Registered trials

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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.