Poor recognition of other-race faces cannot always be explained by a lack of effort

References

• Ackerman, J. M., Shapiro, J. R., Neuberg, S. L., Kenrick, D. T., Becker, D. V., Griskevicius, V., … Schaller, M. (2006). They all look the same to me (unless they’re angry): From out-group homogeneity to out-group heterogeneity. Psychological Science, 17(10), 836–840. 10.1111/j.1467-9280.2006.01790.x
   PubMed Web of Science ®Google Scholar
• Chiroro, P. M., Tredoux, C. G., Radaelli, S., & Meissner, C. A. (2008). Recognizing faces across continents: The effect of within-race variations on the own-race bias in face recognition. Psychonomic Bulletin and Review, 15(6), 1089–1092. doi: 10.3758/PBR.15.6.1089
   PubMed Web of Science ®Google Scholar
• Cohen, J., MacWhinney, B., Flatt, M., & Provost, P. (1993). PsyScope: An interactive graphic system for designing and controlling experiments in the psychology laboratory using Macintosh computers. Behavior Research Methods, Instruments and Computers, 25, 257–271. doi: 10.3758/BF03204507
   Google Scholar
• Cross, J. F., Cross, J., & Daly, J. (1971). Sex, race, age, and beauty as factors in recognition of faces. Perception and Psychophysics, 10(6), 393–396. doi: 10.3758/BF03210319
   Web of Science ®Google Scholar
• Duchaine, B. C., & Nakayama, K. (2006). The Cambridge face memory test: Results for neurologically intact individuals and an investigation of its validity using inverted face stimuli and prosopagnosic participants. Neuropsychologia, 44, 576–585. doi: 10.1016/j.neuropsychologia.2005.07.001
   PubMed Web of Science ®Google Scholar
• Ellis, H. D., & Deregowski, J. B. (1981). Within-race and between-race recognition of transformed and untransformed faces. The American Journal of Psychology, 94(1), 27–35. doi: 10.2307/1422341
   PubMed Web of Science ®Google Scholar
• Goldinger, S. D., He, Y., & Papesh, M. H. (2009). Deficits in cross-race face learning: Insights from eye movements and pupillometry. Journal of Experimental Psychology: Learning, Memory and Cognition, 35(5), 1105–1122.
   PubMed Web of Science ®Google Scholar
• Gwinn, J. D., Barden, J., & Judd, C. M. (2015). Face recognition in the presence of angry expressions: A target-race effect rather than a cross-race effect. Journal of Experimental Social Psychology, 58, 1–10. doi: 10.1016/j.jesp.2014.12.001
   Web of Science ®Google Scholar
• Hancock, K. J., & Rhodes, G. (2008). Contact, configural coding and the other-race effect in face recognition. British Journal of Psychology, 99, 45–56. doi: 10.1348/000712607X199981
   PubMed Web of Science ®Google Scholar
• Hayward, W. G., Favelle, S. K., Oxner, M., Chu, M. H., & Lam, S. M. (2017). The other-race effect in face learning: Using naturalistic images to investigate face ethnicity effects in a learning paradigm. The Quarterly Journal of Experimental Psychology, 70(5), 890–896. doi: 10.1080/17470218.2016.1146781
   PubMed Web of Science ®Google Scholar
• Hehman, E., Mania, E. W., & Gaertner, S. L. (2010). Where the division lies: Common ingroup identity moderates the cross-race facial-recognition effect. Journal of Experimental Social Psychology, 46(2), 445–448. doi: 10.1016/j.jesp.2009.11.008
   Web of Science ®Google Scholar
• Hugenberg, K., Miller, J., & Claypool, H. M. (2007). Categorization and individuation in the cross-race recognition deficit: Toward a solution to an insidious problem. Journal of Experimental Social Psychology, 43, 334–340. doi: 10.1016/j.jesp.2006.02.010
   Web of Science ®Google Scholar
• Hugenberg, K., Wilson, J. P., See, P. E., & Young, S. G. (2013). Towards a synthetic model of own group biases in face memory. Visual Cognition, 21(9–10), 1392–1416. doi: 10.1080/13506285.2013.821429
   Web of Science ®Google Scholar
• Hugenberg, K., Young, S. G., Bernstein, M. J., & Sacco, D. F. (2010). The categorization-individuation model: An integrative account of the other-race recognition deficit. Psychological Review, 117(4), 1168–1187. doi: 10.1037/a0020463
   PubMed Web of Science ®Google Scholar
• Kloth, N., Shields, S., & Rhodes, G. (2014). On the other side of the fence: Effects of social categorization and spatial grouping on memory and attention for own-race and other-race faces. PLoS One, 9(9), e105979. doi: 10.1371/journal.pone.0105979
   PubMed Web of Science ®Google Scholar
• Krumhuber, E. G., & Manstead, A. S. R. (2011). When memory is better for out-group faces: On negative emotions and gender roles. Journal of Nonverbal Behavior, 35, 51–61. doi: 10.1007/s10919-010-0096-8
   Web of Science ®Google Scholar
• Levin, D. T. (2000). Race as a visual feature: Using visual search and perceptual discrimination tasks to understand face categories and the cross-race recognition deficit. Journal of Experimental Psychology: General, 129(4), 559–574. doi: 10.1037/0096-3445.129.4.559
   PubMed Web of Science ®Google Scholar
• Malpass, R. S., & Kravitz, J. (1969). Recognition for faces of own and other race. Journal of Personality and Social Psychology, 13(4), 330–334. doi: 10.1037/h0028434
   PubMed Web of Science ®Google Scholar
• McKone, E., Hall, A., Pidcock, M., Palermo, R., Wilkinson, R. B., Rivolta, D., … O’Connor, K. (2011). Face ethnicity and measurement reliability affect face recognition performance in developmental prosopagnosia: Evidence from the Cambridge face memory test–Australian. Cognitive Neuropsychology, 28(2), 109–146. doi: 10.1080/02643294.2011.616880
   PubMed Web of Science ®Google Scholar
• McKone, E., Stokes, S., Liu, J., Cohan, S., Fiorentini, C., Pidcock, M., … Pelleg, M. (2012). A robust method of measuring other-race and other-ethnicity effects: The Cambridge face memory test format. PLoS One, 7(10), e47956. doi: 10.1371/journal.pone.0047956
   PubMed Web of Science ®Google Scholar
• Meissner, C. A., Brigham, J. C., & Butz, D. A. (2005). Memory for own- and other-race faces: A dual-process approach. Applied Cognitive Psychology, 19, 545–567. doi: 10.1002/acp.1097
   Web of Science ®Google Scholar
• Michel, C., Rossion, B., Han, J., Chung, C.-S., & Caldara, R. (2006). Holistic processing is finely tuned for face of one’s own race. Psychological Science, 17(7), 608–615. doi: 10.1111/j.1467-9280.2006.01752.x
   PubMed Web of Science ®Google Scholar
• Pauker, K., Weisbuch, M., Ambady, N., Sommers, S. R., Adams, R. B., & Ivcevic, Z. (2009). Not so black and white: Memory for ambigurous group members. Journal of Personality and Social Psychology, 96(4), 795–810. doi: 10.1037/a0013265
   PubMed Web of Science ®Google Scholar
• Rhodes, G., Hayward, W. G., & Winkler, C. (2006). Expert face coding: Configural and component coding of own-race and other-race faces. Psychonomic Bulletin and Review, 13(3), 499–505. doi: 10.3758/BF03193876
   PubMed Web of Science ®Google Scholar
• Rhodes, G., Locke, V., Ewing, L., & Evangelista, E. (2009). Race coding and the other-race effect in face recognition. Perception, 38, 232–241. doi: 10.1068/p6110
   PubMed Web of Science ®Google Scholar
• Rhodes, M. G., Sitzman, D. M., & Rowland, C. A. (2013). Monitoring and control of learning own-race and other-race faces. Applied Cognitive Psychology, 27(5), 553–563. doi: 10.1002/acp.2948
   Web of Science ®Google Scholar
• Rossion, B., & Michel, C. (2011). An experience-based holistic account of the other-race face effect. In A. J. Calder, G. Rhodes, M. H. Johnson & J. V. Haxby (Eds.), Oxford handbook of face perception (pp. 215–243). Oxford: Oxford University Press.
   Google Scholar
• Scheck, B., Neufeld, P., & Dwyer, J. (2003). Actual innocence: When justice goes wrong and how to make it right (New ed.). New York: New American Library.
   Google Scholar
• Sporer, S. L. (2001). Recognizing faces of other ethnic groups: An integration of theories. Psychology, Public Policy, and Law, 7(1), 36–97. doi: 10.1037/1076-8971.7.1.36
   Web of Science ®Google Scholar
• Tanaka, J. W., Kiefer, M., & Bukach, C. M. (2004). A holistic account of the own-race effect in face recognition: Evidence from a cross-cultural study. Cognition, 93(1), B1–B9. doi: 10.1016/j.cognition.2003.09.011
   PubMed Web of Science ®Google Scholar
• Tullis, J. G., & Benjamin, A. S. (2011). On the effectiveness of self-paced learning. Journal of Memory and Language, 64(2), 109–118. doi: 10.1016/j.jml.2010.11.002
   PubMed Web of Science ®Google Scholar
• Tullis, J. G., Benjamin, A. S., & Liu, X. (2014). Self-pacing study of faces of different races: metacognitive control over study does not eliminate the cross-race recognition effect. Memory and Cognition, 42(6), 863–875. doi: 10.3758/s13421-014-0409-y
   PubMed Web of Science ®Google Scholar
• Valentine, T. (1991). A unified account of the effects of distinctiveness, inversion, and race in face recognition. The Quarterly Journal of Experimental Psychology Section A, 43(2), 161–204. doi: 10.1080/14640749108400966
   PubMedGoogle Scholar
• Valentine, T., & Bruce, V. (1986). The effect of race, inversion and encoding activity upon face recognition. Acta Psychologica, 61, 259–273. doi: 10.1016/0001-6918(86)90085-5
   PubMed Web of Science ®Google Scholar
• Wan, L., Crookes, K., Reynolds, K. J., Irons, J. L., & McKone, E. (2015). A cultural setting where the other-race effect on face recognition has no social–motivational component and derives entirely from lifetime perceptual experience. Cognition, 144, 91–115. doi: 10.1016/j.cognition.2015.07.011
   PubMed Web of Science ®Google Scholar
• Yardley, L., McDermott, L., Pisarski, S., Duchaine, B. C., & Nakayama, K. (2008). Psychosocial consequences of developmental prosopagnosia: A problem of recognition. Journal of Psychosomatic Research, 65, 445–451. doi: 10.1016/j.jpsychores.2008.03.013
   PubMed Web of Science ®Google Scholar
• Young, S. G., Bernstein, M. J., & Hugenberg, K. (2010). When do own-group biases in face recognition occur? Encoding versus post-encoding. Social Cognition, 28(2), 240–250. doi: 10.1521/soco.2010.28.2.240
   Web of Science ®Google Scholar
• Young, S. G., & Hugenberg, K. (2012). Individuation motivation and face experience can operate jointly to produce the own-race bias. Social Psychological and Personality Science, 3(1), 80–87. doi: 10.1177/1948550611409759
   Web of Science ®Google Scholar
• Zhao, M., Hayward, W. G., & Bülthoff, I. (2014). Holistic processing, contact, and the other-race effect in face recognition. Vision Research, 105, 61–69. doi: 10.1016/j.visres.2014.09.006
   PubMed Web of Science ®Google Scholar