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Cross-race correlations in the abilities to match unfamiliar faces
Abstract
The other-race effect in face identification has been documented widely in memory tasks, but it persists also in identity-matching tasks, in which memory contributions are minimized. Whereas this points to a perceptual locus for this effect, it remains unresolved whether matching performance with same- and other-race faces is driven by shared cognitive mechanisms. To examine this question, this study compared Arab and Caucasian observers' ability to match faces of their own race with their ability to match faces of another race using one-to-one (Experiment 1) and one-to-many (Experiment 2) identification tasks. Across both experiments, Arab and Caucasian observers demonstrated reliable other-race effects at a group level. At an individual level, substantial variation in accuracy was found, but performance with same-race and other-race faces correlated consistently and strongly. This indicates that the abilities to match same- and other-race faces share a common cognitive mechanism.
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Recent adult matching tasks specifically constructed to be challenging showed higher levels of accuracy: 66% for the short version of the Kent face matching test, 72% for matching with male models, and 83% for other-race faces.
“Importantly, even recent adult matching tasks, specifically constructed to be challenging, showed higher levels of accuracy—66% for the short version of the Kent face matching test (Fysh & Bindemann, 2018), 72% for matching with male models (Dowsett & Burton, 2015), and 83% for other-race faces (Kokje, Bindemann & Megreya, 2018).”
From Unfamiliar face matching with photographs of infants and children (2018) · cites this paper as Kokje, Bindemann & Megreya, 2018
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Developmental Improvement and Age-Related Decline in Unfamiliar Face Matching
Megreya, A. M., & Bindemann, M. (2015) · Perception · doi:10.1068/p7825 · Cited by 53
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Research works printed but not linked: 55
- Bindemann, 2013, The effect of image pixelation on unfamiliar-face matching, Applied Cognitive Psychology, 27, 707, 10.1002/acp.2970 · DOI · Paper page
- Bindemann, 2010, Finding needles in haystacks: Identity mismatch frequency and facial identity verification, Journal of Experimental Psychology: Applied, 16, 378
- Bindemann, 2012, Who can recognize unfamiliar faces? Individual differences and observer consistency in person identification, Journal of Experimental Psychology: Applied, 18, 277
- Bindemann, 2012, Individual differences in face identification postdict eyewitness accuracy, Journal of Applied Research in Memory and Cognition, 1, 96, 10.1016/j.jarmac.2012.02.001 · DOI
- Bindemann, 2016, Matching faces against the clock, i-Perception, 7, 10.1177/2041669516672219 · DOI
- Bobak, 2016, Super-recognisers in action: Evidence from face-matching and face memory tasks, Applied Cognitive Psychology, 30, 81, 10.1002/acp.3170 · DOI
- Bothwell, 1989, Cross-racial identification, Personality and Social Psychology Bulletin, 15, 19, 10.1177/0146167289151002 · DOI
- Brown, 2017, Cognitive control, attention, and the other-race effect in memory, PLoS One, 12, 10.1371/journal.pone.0173579 · DOI
- Bruce, 1999, Verification of face identities from images captured on video, Journal of Experimental Psychology: Applied, 5, 339
- Burton, 2013, Why has research in face recognition progressed so slowly? The importance of variability, Quarterly Journal of Experimental Psychology, 66, 1467, 10.1080/17470218.2013.800125 · DOI
- Burton, 2010, The Glasgow Face Matching Test, Behavior Research Methods, 42, 286, 10.3758/BRM.42.1.286 · DOI · Paper page
- Burton, 1999, Face recognition in poor-quality video: Evidence from security surveillance, Psychological Science, 10, 243, 10.1111/1467-9280.00144 · DOI · Paper page
- Chiroro, 1995, An investigation of the contact hypothesis of the own-race bias in face recognition, Quarterly Journal of Experimental Psychology, 48, 879, 10.1080/14640749508401421 · DOI
- DeGutis, 2013, Individual differences in holistic processing predict the own-race advantage in recognition memory, PLoS One, 8, 10.1371/journal.pone.0058253 · DOI
- Duchaine, 2006, Prosopagnosia as an impairment to face-specific mechanisms: Elimination of the alternative hypotheses in a developmental case, Cognitive Neuropsychology, 23, 714, 10.1080/02643290500441296 · DOI
- Farah, 1991, Patterns of co-occurrence among the associative agnosias: Implications for visual object representation, Cognitive Neuropsychology, 8, 1, 10.1080/02643299108253364 · DOI
- Farah, 1996, Is face recognition ‘special’? Evidence from neuropsychology, Behavioural Brain Research, 76, 181, 10.1016/0166-4328(95)00198-0 · DOI
- Farah, 1995, Face perception and within-category discrimination in prosopagnosia, Neuropsychologia, 33, 661, 10.1016/0028-3932(95)00002-K · DOI
- Fletcher, 2008, Attention to internal face features in unfamiliar face matching, British Journal of Psychology, 99, 379, 10.1348/000712607X235872 · DOI
- Fysh, 2017, Effects of time pressure and time passage on face-matching accuracy, Royal Society Open Science, 4, 10.1098/rsos.170249 · DOI
- Fysh, 2017, Forensic face matching: A review, 1
- Harrison, 2014, Other-race effects manifest in overall performance, not qualitative processing style, Visual Cognition, 22, 843, 10.1080/13506285.2014.918912 · DOI
- Hayward, 2013, The other-race effect: Holistic coding differences and beyond, Visual Cognition, 21, 1224, 10.1080/13506285.2013.824530 · DOI
- Hayward, 2008, An own-race advantage for components as well as configurations in face recognition, Cognition, 106, 1017, 10.1016/j.cognition.2007.04.002 · DOI
- Jenkins, 2011, Variability in photos of the same face, Cognition, 121, 313, 10.1016/j.cognition.2011.08.001 · DOI
- Malpass, 1969, Recognition for faces of own and other race, Journal of Personality and Social Psychology, 13, 330, 10.1037/h0028434 · DOI
- Marcon, 2010, Perceptual identification and the cross-race effect, Visual Cognition, 18, 767, 10.1080/13506280903178622 · DOI
- McKone, 2007, Can generic expertise explain special processing for faces?, Trends in Cognitive Sciences, 11, 8, 10.1016/j.tics.2006.11.002 · DOI
- Megreya, 2011, The other-race effect does not rely on memory: Evidence from a matching task, Quarterly Journal of Experimental Psychology, 64, 1473, 10.1080/17470218.2011.575228 · DOI · Paper page
- Megreya, 2009, Revisiting the processing of internal and external features of unfamiliar faces: The headscarf effect, Perception, 38, 1831, 10.1068/p6385 · DOI
- Megreya, 2013, Individual differences in personality and face identification, Journal of Cognitive Psychology, 25, 30, 10.1080/20445911.2012.739153 · DOI
- Megreya, 2006, Recognising faces seen alone or with others: When two heads are worse than one, Applied Cognitive Psychology, 20, 957, 10.1002/acp.1243 · DOI
- Megreya, 2006, Unfamiliar faces are not faces: Evidence from a matching task, Memory & Cognition, 34, 865, 10.3758/BF03193433 · DOI · Paper page
- Megreya, 2007, Hits and false positives in face matching: A familiarity-based dissociation, Perception & Psychophysics, 69, 1175, 10.3758/BF03193954 · DOI · Paper page
- Megreya, 2008, Matching faces to photographs: Poor performance in eyewitness memory (without the memory), Journal of Experimental Psychology: Applied, 14, 364
- Megreya, 2012, The headscarf effect: Direct evidence from the eyewitness identification paradigm, Applied Cognitive Psychology, 26, 308, 10.1002/acp.1826 · DOI
- Megreya, 2013, Matching face images taken on the same day or months apart: The limitations of photo ID, Applied Cognitive Psychology, 27, 700, 10.1002/acp.2965 · DOI · Paper page
- Michel, 2006, Same-race faces are perceived more holistically than other-race faces, Visual Cognition, 14, 55, 10.1080/13506280500158761 · DOI
- Michel, 2007, Race categorization modulates holistic face encoding, Cognitive Science, 31, 911, 10.1080/03640210701530805 · DOI
- Michel, 2006, Holistic processing is finely tuned for faces of one's own race, Psychological Science, 17, 608, 10.1111/j.1467-9280.2006.01752.x · DOI
- Mondloch, 2010, Processes underlying the cross-race effect: An investigation of holistic, featural, and relational processing of own-race versus other-race faces, Perception, 39, 1065, 10.1068/p6608 · DOI
- Peirce, 2007, PsychoPy—Psychophysics software in python, Journal of Neuroscience Methods, 162, 8, 10.1016/j.jneumeth.2006.11.017 · DOI
- Rhodes, 1989, Expertise and configural coding in face recognition, British Journal of Psychology, 80, 313, 10.1111/j.2044-8295.1989.tb02323.x · DOI
- Rhodes, 2006, Expert face coding: Configural and component coding of own-race and other-race faces, Psychonomic Bulletin & Review, 13, 499, 10.3758/BF03193876 · DOI
- Tanaka, 2004, A holistic account of the own-race effect in face recognition: Evidence from a cross-cultural study, Cognition, 93, B1, 10.1016/j.cognition.2003.09.011 · DOI
- Walker, 2003, An encoding advantage for own-race versus other-race faces, Perception, 32, 1117, 10.1068/p5098 · DOI
- Wan, 2017, Face-blind for other-race faces: Individual differences in other-race recognition impairments, Journal of Experimental Psychology: General, 146, 102, 10.1037/xge0000249 · DOI
- White, 2014, Redesigning photo-ID to improve unfamiliar face matching performance, Journal of Experimental Psychology: Applied, 20, 166
- White, 2014, Passport officers' errors in face matching, PLoS One, 9, 10.1371/journal.pone.0103510 · DOI · Paper page
- White, 2014, Feedback training for facial image comparison, Psychonomic Bulletin & Review, 21, 100, 10.3758/s13423-013-0475-3 · DOI · Paper page
- Wiese, 2009, Configural processing of other-race faces is delayed but not decreased, Biological Psychology, 81, 103, 10.1016/j.biopsycho.2009.03.002 · DOI
- Wilmer, 2010, Human face recognition ability is specific and highly heritable, Proceedings of the National Academy of Sciences, 107, 5238, 10.1073/pnas.0913053107 · DOI · Paper page
- Wirth, 2017, An easy game for frauds? Effects of professional experience and time pressure on passport-matching performance, Journal of Experimental Psychology: Applied, 23, 138
- Yovel, 2008, The representations of spacing and part-based information are associated for upright faces but dissociated for objects: Evidence from individual differences, Psychonomic Bulletin & Review, 15, 933, 10.3758/PBR.15.5.933 · DOI
- Zhu, 2010, Heritability of the specific cognitive ability of face perception, Current Biology, 20, 137, 10.1016/j.cub.2009.11.067 · DOI
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Bacci, N., Davimes, J. G., Steyn, M., & Briers, N. (2021) · Biology · doi:10.3390/biology10121269 · Cited by 26
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Self-citation
Metadata
- Authors
- Kokje, E., Bindemann, M., & Megreya, A. M.
- Venue
- Acta Psychologica
- Publisher
- Elsevier BV
- Published
- 2018-04
- Volume
- 185
- Pages
- 13-21
- ISSN
- 0001-6918
- Cited by
- 29
- References
- 1
- Language
- en
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