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Research Article

Good performance-high attractiveness effect: an empirical study on the association between athletes’ rankings and their facial attractiveness

ORCID Icon, ORCID Icon, , , & ORCID Icon
Received 13 Jul 2022, Accepted 13 Feb 2023, Published online: 27 Feb 2023

References

  • Andersson, M., & Iwasa, Y. (1996). Sexual selection. Trends in Ecology & Evolution, 11(2), 53–58. https://doi.org/10.1016/0169-5347(96)81042-1
  • Bagozzi, R. P., Verbeke, W. J., Belschak, F., & van Poele, M. (2018). Facial attractiveness as a function of athletic prowess. Evolutionary Psychology, 16(3), 1–17. https://doi.org/10.1177/1474704918801369
  • Baron, R. M., & Kenny, D. A. (1986). The moderator mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182. https://doi.org/10.1037/0022-3514.51.6.1173
  • Barr, D. J., Levy, R., Scheepers, C., & Tily, H. J. (2013). Random effects structure for confirmatory hypothesis testing: Keep it maximal. Journal of Memory and Language, 68(3), 255–278. https://doi.org/10.1016/j.jml.2012.11.001
  • Bates, D., Machler, M., Bolker, B., & Walker, S. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67(1), 1–48. https://doi.org/10.18637/jss.v067.i01
  • Baudouin, J. Y., & Tiberghien, G. (2004). Symmetry, averageness, and feature size in the facial attractiveness of women. Acta Psychologica, 117(3), 313–332. https://doi.org/10.1016/j.actpsy.2004.07.002
  • Bramble, D. M., & Lieberman, D. E. (2004). Endurance running and the evolution of homo. Nature, 432(7015), 345–352. https://doi.org/10.1038/nature03052
  • Briki, W., Markman, K. D., Coudevylle, G., Sinnapah, S., & Hue, O. (2016). Momentum sequence and environmental climate influence levels of perceived psychological momentum within a sport competition. European Journal of Sport Science, 16(3), 350–357. https://doi.org/10.1080/17461391.2015.1062566
  • Bülthoff, I., & Zhao, M. (2021). Average faces: How does the averaging process change faces physically and perceptually? Cognition, 216, 104867. https://doi.org/10.1016/j.cognition.2021.104867.
  • Burriss, R. P., Marcinkowska, U. M., & Lyons, M. T. (2014). Gaze properties of women judging the attractiveness of masculine and feminine male faces. Evolutionary Psychology, 12(1), 19–35. https://doi.org/10.1177/147470491401200102
  • Buss, D. M. (1989). Sex-differences in human mate preferences: Evolutionary hypothesis tested in 37 cultures. Behavioral and Brain Sciences, 12(1), 1–14. https://doi.org/10.1017/S0140525X00023992
  • Butovskaya, M. L., Mezentseva, A., Mabulla, A., Shackelford, T. K., Schaefer, K., Fink, B., & Windhager, S. (2022). Facial cues to physical strength increase attractiveness but decrease aggressiveness assessments in male Maasai of Northern Tanzania. Evolution and Human Behavior, 43(2), 115–121. https://doi.org/10.1016/j.evolhumbehav.2021.11.006
  • Chang, Y. K., Tsai, J. H. C., Wang, C. C., & Chang, E. C. (2015). Structural differences in basal ganglia of elite running versus martial arts athletes: A diffusion tensor imaging study. Experimental Brain Research, 233(7), 2239–2248. https://doi.org/10.1007/s00221-015-4293-x
  • DeBruine, L. M., Jones, B. C., Smith, F. G., & Little, A. C. (2010). Are attractive men’s faces masculine or feminine? The importance of controlling confounds in face stimuli. Journal of Experimental Psychology: Human Perception and Performance, 36(3), 751–758. https://doi.org/10.1037/a0016457
  • De Moor, M. H. M., Spector, T. D., Cherkas, L. F., Falchi, M., Hottenga, J. J., Boomsma, D. I., & De Geus, E. J. C. (2007). Genome-wide linkage scan for athlete status in 700 British female DZ twin pairs. Twin Research and Human Genetics, 10(6), 812–820. https://doi.org/10.1375/twin.10.6.812
  • Dweck, C. S., & Leggett, E. L. (1988). Asocial-cognitive approach to motivation and personality. Psychological Review, 95(2), 256–273. https://doi.org/10.1037/0033-295X.95.2.256
  • Faust, N. T., Chatterjee, A., & Christopoulos, G. I. (2018). The effect of unrelated social exchanges on facial attractiveness judgments. Journal of Experimental Social Psychology, 79, 290–300. https://doi.org/10.1016/j.jesp.2018.08.010
  • Fawcett, T. W., Ewans, J., Lawrence, A., & Radford, A. N. (2019). Attractiveness is positively related to world Cup performance in male, but not female, biathletes. Behavioral Ecology, 30(5), 1436–1442. https://doi.org/10.1093/beheco/arz097
  • Fink, B., Bunse, L., Matts, P. J., & D’emiliano, D. (2012). Visible skin colouration predicts perception of male facial age, health and attractiveness. International Journal of Cosmetic Science, 34(4), 307–310. https://doi.org/10.1111/j.1468-2494.2012.00724.x
  • Fink, B., Neave, N., & Seydel, H. (2007). Male facial appearance signals physical strength to women. American Journal of Human Biology, 19(1), 82–87. https://doi.org/10.1002/ajhb.20583
  • Gangestad, S. W., & Buss, D. M. (1993). Pathogen prevalence and human mate preferences. Ethology and Sociobiology , 14(2), 89–96. https://doi.org/10.1016/0162-3095(93)90009-7
  • Grammer, K., Fink, B., Møller, A. P., & Thornhill, R. (2003). Darwinian aesthetics: Sexual selection and the biology of beauty. Biological Reviews, 78(3), 385–407. https://doi.org/10.1017/S1464793102006085
  • Gurven, M., & Hill, K. (2009). Why do men hunt? A reevaluation of “man the hunter” and the sexual division of labor. Current Anthropology, 50(1), 51–74. https://doi.org/10.1086/595620
  • Han, S., Liu, S., Li, Y., Li, W., Wang, X., Gan, Y., Xu, Q., & Zhang, L. (2020). Why do you attract me but not others? Retrieval of person knowledge and its generalization bring diverse judgments of facial attractiveness. Social Neuroscience, 15(5), 505–515. https://doi.org/10.1080/17470919.2020.1787223
  • Hayes, A. F. (2018). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach (2nd ed.). The Guilford Press.
  • Heider, F. (1958). The psychology of interpersonal relations. Wiley.
  • Henderson, J. J., & Anglin, J. M. (2003). Facial attractiveness predicts longevity. Evolution and Human Behavior, 24(5), 351–356. https://doi.org/10.1016/S1090-5138(03)00036-9
  • Hernández-Stender, C. L., Molina-Rueda, F., Cuesta-Gómez, A., & Alguacil-Diego, I. M. (2021). Lower limb muscle activation during outdoor running: Differences between sprinters, middle-distance and long-distance runners. Sports Biomechanics, 22, 1–12. https://doi.org/10.1080/14763141.2021.1902554.
  • Jaeger, B., Todorov, A. T., Evans, A. M., & van Beest, I. (2020). Can we reduce facial biases? Persistent effects of facial trustworthiness on sentencing decisions. Journal of Experimental Social Psychology, 90, 104004. https://doi.org/10.1016/j.jesp.2020.104004
  • 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. https://doi.org/10.1080/13506280701350647
  • Jokela, M. (2009). Physical attractiveness and reproductive success in humans: Evidence from the late 20th century United States. Evolution and Human Behavior, 30(5), 342–350. https://doi.org/10.1016/j.evolhumbehav.2009.03.006
  • Koopmann, T., Faber, I., Baker, J., & Schorer, J. (2020). Assessing technical skills in talented youth athletes: A systematic review. Sports Medicine, 50(9), 1593–1611. https://doi.org/10.1007/s40279-020-01299-4
  • Kuznetsova, A., Brockhoff, P. B., & Christensen, R. H. B. (2017). lmer Test package: Tests in linear mixed effects models. Journal of Statistical Software, 82(13), 1–26. https://doi.org/10.18637/jss.v082.i13
  • Lee, A. J., Mitchem, D. G., Wright, M. J., Martin, N. G., Keller, M. C., & Zietsch, B. P. (2014). Genetic factors that increase male facial masculinity decrease facial attractiveness of female relatives. Psychological Science, 25(2), 476–484. https://doi.org/10.1177/0956797613510724
  • Lee, A. J., Mitchem, D. G., Wright, M. J., Martin, N. G., Keller, M. C., & Zietsch, B. P. (2016). Facial averageness and genetic quality: Testing heritability, genetic correlation with attractiveness, and the paternal age effect. Evolution and Human Behavior, 37(1), 61–66. https://doi.org/10.1016/j.evolhumbehav.2015.08.003
  • Little, A. C., Burt, D. M., & Perrett, D. I. (2006). What is good is beautiful: Face preference reflects desired personality. Personality and Individual Differences, 41(6), 1107–1118. https://doi.org/10.1016/j.paid.2006.04.015
  • Little, A. C., Jones, B. C., & DeBruine, L. M. (2011). Facial attractiveness: Evolutionary based research. Philosophical Transactions of the Royal Society B: Biological Sciences, 366(1571), 1638–1659. https://doi.org/10.1098/rstb.2010.0404
  • Little, A. C., Třebický, V., Havlíček, J., Roberts, S. C., & Kleisner, K. (2015). Human perception of fighting ability: Facial cues predict winners and losers in mixed martial arts fights. Behavioral Ecology, 26(6), 1470–1475. https://doi.org/10.1093/beheco/arv089
  • Lüdecke, D. (2021). sjstats: Statistical Functions for Regression Models (Version 0.18.1). R packge: https://CRAN.R-project.org/package = sjstats. https://doi.org/10.5281/zenodo.1284472.
  • Markman, K. D., & Guenther, C. L. (2007). Psychological momentum: Intuitive physics and naive beliefs. Personality and Social Psychology Bulletin, 33(6), 800–812. https://doi.org/10.1177/0146167207301026
  • Marlowe, F. W. (2007). Hunting and gathering: The human sexual division of foraging labor. Cross-cultural Research, 41(2), 170–195. https://doi.org/10.1177/1069397106297529
  • Miller, G. (2000). The mating mind: How sexual choice shaped the evolution of human nature. Random House.
  • Mumford, S. (2019). The aesthetics of sport and the arts: Competing and complementary. Sport in Society, 22(5), 723–733. https://doi.org/10.1080/17430437.2018.1430478
  • Papesh, M. H., & Goldinger, S. D. (2010). A multidimensional scaling analysis of own-and cross-race face spaces. Cognition, 116(2), 283–288. https://doi.org/10.1016/j.cognition.2010.05.001
  • Park, J. H., Buunk, A. P., & Wieling, M. B. (2007). Does the face reveal athletic flair? Positions in team sports and facial attractiveness. Personality and Individual Differences, 43(7), 1960–1965. https://doi.org/10.1016/j.paid.2007.05.020
  • Perrett, D. I., Lee, K. J., Penton-Voak, I., Rowland, D., Yoshikawa, S., Burt, D. M., Henzi S. P., Castles D. L., & Akamatsu, S. (1998). Effects of sexual dimorphism on facial attractiveness. Nature, 394(6696), 884–887. https://doi.org/10.1038/29772
  • Postma, E. (2014). A relationship between attractiveness and performance in professional cyclists. Biology Letters, 10(2), 1–4. https://doi.org/10.1098/rsbl.2013.0966
  • Postma, E. (2016). Why we should not dismiss a relationship between attractiveness and performance: A comment on Smoliga & Zavorsky (2015). Biology Letters, 12(11), 1–2. https://doi.org/10.1098/rsbl.2016.0068.
  • R Core Team. (2020). R: A language and environment for statistical computing (R Version 4.0.2) [Computer software]. R Foundation for Statistical Computing. https://www.R-project.org/
  • Re, D. E., & Rule, N. O. (2016). The big man has a big mouth: Mouth width correlates with perceived leadership ability and actual leadership performance. Journal of Experimental Social Psychology, 63, 86–93. https://doi.org/10.1016/j.jesp.2015.12.005
  • Redwood-Brown, A. J., Sunderland, C. A., Minniti, A. M., & O’Donoghue, P. G. (2018). Perceptions of psychological momentum of elite soccer players. International Journal of Sport and Exercise Psychology, 16(6), 590–606. https://doi.org/10.1080/1612197X.2017.1313295
  • Rhodes, G. (2006). The evolutionary psychology of facial beauty. Annual Review of Psychology, 57(1), 199–226. https://doi.org/10.1146/annurev.psych.57.102904.190208
  • Rhodes, G., Proffitt, F., Grady, J. M., & Sumich, A. (1998). Facial symmetry and the perception of beauty. Psychonomic Bulletin & Review, 5(4), 659–669. https://doi.org/10.3758/BF03208842
  • Rudolph, U., & Tscharaktschiew, N. (2014). An attributional analysis of moral emotions: Naïve scientists and everyday judges. Emotion Review, 6(4), 344–352. https://doi.org/10.1177/1754073914534507
  • Scott, I., Swami, V., Josephson, S. C., & Penton-Voaka, I. S. (2008). Context-dependent preferences for facial dimorphism in a rural Malaysian population. Evolution and Human Behavior, 29(4), 289–296. https://doi.org/10.1016/j.evolhumbehav.2008.02.004
  • Smoliga, J. M., & Zavorsky, G. S. (2015). Faces and fitness: Attractive evolutionary relationship or ugly hypothesis? Biology Letters, 11(11), 1–4. https://doi.org/10.1098/rsbl.2015.0839
  • Smoliga, J. M., & Zavorsky, G. S. (2016). Exercise physiology and sports science must be considered in evolutionary theories regarding human performance: A reply to Postma (2016). Biology Letters, 12(11), 20160856. https://doi.org/10.1098/rsbl.2016.0856
  • Tan, K. W., Tiddeman, B., & Stephen, I. D. (2018). Skin texture and colour predict perceived health in Asian faces. Evolution and Human Behavior, 39(3), 320–335. https://doi.org/10.1016/j.evolhumbehav.2018.02.003
  • Thornhill, R., & Gangestad, S. W. (1993). Human facial beauty. Human Nature, 4(3), 237–269. https://doi.org/10.1007/BF02692201
  • Thornhill, R., & Gangestad, S. W. (1999). Facial attractiveness. Trends in Cognitive Sciences, 3(12), 452–460. https://doi.org/10.1016/S1364-6613(99)01403-5
  • Tsujimura, H., & Banissy, M. J. (2013). Human face structure correlates with professional baseball performance: Insights from professional Japanese baseball players. Biology Letters, 9(3), 1–4. https://doi.org/10.1098/rsbl.2013.0140
  • 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. https://doi.org/10.1080/14640749108400966
  • Waddell, G., & Williamon, A. (2017). Eye of the beholder: Stage entrance behavior and facial expression affect continuous quality ratings in music performance. Frontiers in Psychology, 8, 513. https://doi.org/10.3389/fpsyg.2017.00513
  • Wang, X., Liu, S., Han, S., Gan, Y., Li, W., Xu, Q., & Zhang, L. (2020). Roles of social knowledge and sexual dimorphism in the evaluation of facial attractiveness. Journal of Experimental Social Psychology, 88, 103963. https://doi.org/10.1016/j.jesp.2020.103963
  • Williams, K. M., Park, J. H., & Wieling, M. B. (2010). The face reveals athletic flair: Better National Football League quarterbacks are better looking. Personality and Individual Differences, 48(2), 112–116. https://doi.org/10.1016/j.paid.2009.09.003
  • Wolffhechel, K., Fagertun, J., Jacobsen, U. P., Majewski, W., Hemmingsen, A. S., Larsen, C. L., Lorentzen, C. L., & Jarmer, H. (2014). Interpretation of appearance: The effect of facial features on first impressions and personality. PLoS One, 9(9), e107721. https://doi.org/10.1371/journal.pone.0107721
  • Wong, E. M., Ormiston, M. E., & Haselhuhn, M. P. (2011). A face only an investor could love: CEOs’ facial structure predicts their firms’ financial performance. Psychological Science, 22(12), 1478–1483. https://doi.org/10.1177/0956797611418838
  • Yang, T., Chen, H., Hu, Y., Zheng, Y., & Wang, W. (2015). Preferences for sexual dimorphism on attractiveness levels: An eye-tracking study. Personality and Individual Differences, 77, 179–185. https://doi.org/10.1016/j.paid.2014.12.005
  • Zaccagni, L., Lunghi, B., Barbieri, D., Rinaldo, N., Missoni, S., Šaric, T., Babic, V., Rakovac, M., Bernardi, F., & Gualdi-Russo, E. (2019). Performance prediction models based on anthropometric, genetic and psychological traits of Croatian sprinters. Biology of Sport, 36(1), 17–23. https://doi.org/10.5114/biolsport.2018.78901
  • Zheng, R., Ren, D., Xie, C., Pan, J., & Zhou, G. (2021). Normality mediates the effect of symmetry on facial attractiveness. Acta Psychologica, 217, 103311. https://doi.org/10.1016/j.actpsy.2021.103311

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