Altman, D. G., & Royston, P. (2006). The cost of dichotomising continuous variables. BMJ, 332(7549), 1080.
Article
PubMed
PubMed Central
Google Scholar
Anwyl-Irvine, A. L., Massonnié, J., Flitton, A., Kirkham, N., & Evershed, J. K. (2020). Gorilla in our midst: An online behavioral experiment builder. Behavior Research Methods, 52(1), 388–407.
Article
PubMed
Google Scholar
Bennetts, R. J., Johnson Humphrey, P., Zielinska, P., & Bate, S. (2022). Face masks versus sunglasses: Limited effects of time and individual differences in the ability to judge facial identity and social traits. Cognitive Research: Principles and Implications, 7(1), 1–24.
Google Scholar
Benson, P. L., Karabenick, S. A., & Lerner, R. M. (1976). Pretty pleases: The effects of physical attractiveness, race, and sex on receiving help. Journal of Experimental Social Psychology, 12(5), 409–415.
Article
Google Scholar
Bothwell, R. K., Brigham, J. C., & Malpass, R. S. (1989). Cross-racial identification. Personality and Social Psychology Bulletin, 15(1), 19–25.
Article
Google Scholar
Capretto, T., Piho, C., Kumar, R., Westfall, J., Yarkoni, T., & Martin, O. A. (2022). Bambi: A simple interface for fitting Bayesian linear models in Python. arXiv. https://doi.org/10.48550/arXiv.2012.10754.
de Fockert, J., & Wolfenstein, C. (2009). Rapid extraction of mean identity from sets of faces. Quarterly Journal of Experimental Psychology, 62, 1716–1722.
Article
Google Scholar
de Haan, M., Johnson, M. H., Maurer, D., & Perrett, D. I. (2001). Recognition of individual faces and average face prototypes by 1- and 3-month-old infants. Cognitive Development, 16(2), 659–678.
Article
Google Scholar
DeBruine, L. M., Jones, B. C., Unger, L., Little, A. C., & Feinberg, D. R. (2007). Dissociating averageness and attractiveness: Attractive faces are not always average. Journal of Experimental Psychology: Human Perception and Performance, 33(6), 1420–1430.
PubMed
Google Scholar
Dewhurst, S. A., Hay, D. C., & Wickham, L. H. (2005). Distinctiveness, typicality, and recollective experience in face recognition: A principal components analysis. Psychonomic Bulletin & Review, 12(6), 1032–1037.
Article
Google Scholar
Dion, K. L., Berscheid, E., & Walster, E. (1972). What is beautiful is good. Journal of Personality and Social Psychology, 24, 285–290.
Article
PubMed
Google Scholar
Erian, M., Lin, C., Patel, N., Neal, A., & Geiselman, R. E. (1998). Juror verdicts as a function of victim and defendant attractiveness in sexual assault cases. American Journal of Forensic Psychology, 16(3), 25–40.
Google Scholar
Faul, F., Erdfelder, E., Lang, A. G., & Buchner, A. (2007). G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39(2), 175–191.
Article
PubMed
Google Scholar
Guo, K., Hare, A., & Liu, C. H. (2022). Impact of face masks and viewers’ anxiety on ratings of first impressions from faces. Perception, 51(1), 37–50.
Article
PubMed
Google Scholar
Hancock, P. J., Burton, A. M., & Bruce, V. (1996). Face processing: Human perception and principal components analysis. Memory & Cognition, 24(1), 26–40.
Article
Google Scholar
Herlitz, A., & Lovén, J. (2013). Sex differences and the own-gender bias in face recognition: A meta-analytic review. Visual Cognition, 21(9–10), 1306–1336.
Article
Google Scholar
Hies, O., & Lewis, M. B. (2022). Beyond the beauty of occlusion: Medical masks increase facial attractiveness more than other face coverings. Cognitive Research: Principles and Implications, 7(1), 1–6.
Google Scholar
Holzleitner, I. J., Lee, A. J., Hahn, A. C., Kandrik, M., Bovet, J., Renoult, J. P., Simmons, D., Garrod, O., DeBruine, L. M., & Jones, B. C. (2019). Comparing theory-driven and data-driven attractiveness models using images of real women’s faces. Journal of Experimental Psychology: Human Perception and Performance, 45(12), 1589–1595.
PubMed
Google Scholar
Itz, M. L., Schweinberger, S. R., & Kaufmann, J. M. (2016). Effects of caricaturing in shape or color on familiarity decisions for familiar and unfamiliar faces. PLoS ONE, 11(2), e0149796.
Article
PubMed
PubMed Central
Google Scholar
Jaquet, E., Rhodes, G., & Hayward, W. G. (2008). Race-contingent aftereffects suggest distinct perceptual norms for different race faces. Visual Cognition, 16(6), 734–753.
Article
Google Scholar
Jones, A. L., & Jaeger, B. (2019). Biological bases of beauty revisited: The effect of symmetry, averageness, and sexual dimorphism on female facial attractiveness. Symmetry, 11(2), 279.
Article
Google Scholar
Jones, A. L., Kramer, R. S. S., & Ward, R. (2012). Signals of personality and health: The contributions of facial shape, skin texture, and viewing angle. Journal of Experimental Psychology: Human Perception and Performance, 38(6), 1353–1361.
PubMed
Google Scholar
Jones, A. L., Kramer, R. S. S., & Ward, R. (2014). Miscalibrations in judgements of attractiveness with cosmetics. The Quarterly Journal of Experimental Psychology, 67(10), 2060–2068.
Article
PubMed
Google Scholar
Kamatani, M., Ito, M., Miyazaki, Y., & Kawahara, J. I. (2021). Effects of masks worn to protect against COVID-19 on the perception of facial attractiveness. i-Perception, 12(3), 1–14.
Article
Google Scholar
Kramer, R. S. S., Gous, G., Mireku, M. O., & Ward, R. (2022). Metacognition during unfamiliar face matching. British Journal of Psychology, 113(3), 696–717.
Article
PubMed
Google Scholar
Kramer, R. S. S., Ritchie, K. L., & Burton, A. M. (2015). Viewers extract the mean from images of the same person: A route to face learning. Journal of Vision, 15(4), 1–9.
Article
PubMed
Google Scholar
Kuefner, D., Macchi Cassia, V., Picozzi, M., & Bricolo, E. (2008). Do all kids look alike? Evidence for an other-age effect in adults. Journal of Experimental Psychology: Human Perception and Performance, 34(4), 811–817.
PubMed
Google Scholar
Langlois, J. H., & Roggman, L. A. (1990). Attractive faces are only average. Psychological Science, 1(2), 115–121.
Article
Google Scholar
MacCallum, R. C., Zhang, S., Preacher, K. J., & Rucker, D. D. (2002). On the practice of dichotomization of quantitative variables. Psychological Methods, 7(1), 19–40.
Article
PubMed
Google Scholar
Makowski, D., Ben-Shachar, M. S., Chen, S. H., & Lüdecke, D. (2019). Indices of effect existence and significance in the Bayesian framework. Frontiers in Psychology, 10, 2767.
Article
PubMed
PubMed Central
Google Scholar
McClelland, G. H., Lynch, J. G., Jr., Irwin, J. R., Spiller, S. A., & Fitzsimons, G. J. (2015). Median splits, Type II errors, and false–positive consumer psychology: Don’t fight the power. Journal of Consumer Psychology, 25(4), 679–689.
Article
Google Scholar
McIntyre, A. H., Hancock, P. J., Kittler, J., & Langton, S. R. (2013). Improving discrimination and face matching with caricature. Applied Cognitive Psychology, 27(6), 725–734.
Article
Google Scholar
Miyazaki, Y., & Kawahara, J. I. (2016). The sanitary-mask effect on perceived facial attractiveness. Japanese Psychological Research, 58(3), 261–272.
Article
Google Scholar
Morris, P. E., & Wickham, L. H. (2001). Typicality and face recognition: A critical re-evaluation of the two factor theory. The Quarterly Journal of Experimental Psychology, 54(3), 863–877.
Article
PubMed
Google Scholar
Neumann, M. F., Schweinberger, S. R., & Burton, A. M. (2013). Viewers extract mean and individual identity from sets of famous faces. Cognition, 128, 56–63.
Article
PubMed
Google Scholar
Nishimura, M., Doyle, J., Humphreys, K., & Behrmann, M. (2010). Probing the face-space of individuals with prosopagnosia. Neuropsychologia, 48(6), 1828–1841.
Article
PubMed
Google Scholar
O’Toole, A. J., Deffenbacher, K. A., Valentin, D., & Abdi, H. (1994). Structural aspects of face recognition and the other-race effect. Memory & Cognition, 22(2), 208–224.
Article
Google Scholar
Oldmeadow, J. A., & Koch, C. (2021). Effects of face masks on person perception. Perception, 50(10), 876–889.
Article
PubMed
Google Scholar
Olson, I. R., & Marshuetz, C. (2005). Facial attractiveness is appraised in a glance. Emotion, 5(4), 498.
Article
PubMed
Google Scholar
Oosterhof, N. N., & Todorov, A. (2008). The functional basis of face evaluation. Proceedings of the National Academy of Sciences, 105(32), 11087–11092.
Article
Google Scholar
Or, C.C.-F., & Wilson, H. R. (2013). Implicit face prototype learning from geometric information. Vision Research, 82, 1–12.
Article
PubMed
Google Scholar
Orghian, D., & Hidalgo, C. A. (2020). Humans judge faces in incomplete photographs as physically more attractive. Scientific Reports, 10, 110.
Article
PubMed
PubMed Central
Google Scholar
Patel, V., Mazzaferro, D. M., Sarwer, D. B., & Bartlett, S. P. (2020). Beauty and the mask. Plastic and Reconstructive Surgery – Global Open, 8(8), e3048.
PubMed
PubMed Central
Google Scholar
Pazhoohi, F., & Kingstone, A. (2022). Unattractive faces are more attractive when the bottom-half is masked, an effect that reverses when the top-half is concealed. Cognitive Research: Principles and Implications, 7(1), 1–10.
Google Scholar
Pfeifer, C. (2012). Physical attractiveness, employment and earnings. Applied Economics Letters, 19(6), 505–510.
Article
Google Scholar
Rab, S., Javaid, M., Haleem, A., & Vaishya, R. (2020). Face masks are new normal after COVID-19 pandemic. Diabetes & Metabolic Syndrome: Clinical Research & Reviews, 14(6), 1617–1619.
Article
Google Scholar
Ritchie, K. L., Palermo, R., & Rhodes, G. (2017). Forming impressions of facial attractiveness is mandatory. Scientific Reports, 7(1), 1–8.
Article
Google Scholar
Ryali, C. K., Goffin, S., Winkielman, P., & Angela, J. Y. (2020). From likely to likable: The role of statistical typicality in human social assessment of faces. Proceedings of the National Academy of Sciences, 117(47), 29371–29380.
Article
Google Scholar
Salvatier, J., Wiecki, T. V., & Fonnesbeck, C. (2016). Probabilistic programming in Python using PyMC3. PeerJ Computer Science, 2, e55.
Article
Google Scholar
Shapiro, P. N., & Penrod, S. (1986). Meta-analysis of facial identification studies. Psychological Bulletin, 100(2), 139–156.
Article
Google Scholar
Smithson, M., & Verkuilen, J. (2006). A better lemon squeezer? Maximum-likelihood regression with beta-distributed dependent variables. Psychological Methods, 11(1), 54–71.
Article
PubMed
Google Scholar
Tiddeman, B., Burt, M., & Perrett, D. (2001). Prototyping and transforming facial textures for perception research. IEEE Computer Graphics and Applications, 21, 42–50.
Article
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.
Article
Google Scholar
Willis, J., & Todorov, A. (2006). First impressions: Making up your mind after a 100-ms exposure to a face. Psychological Science, 17(7), 592–598.
Article
PubMed
Google Scholar