Size, scale, and design matter: Commentary on Lewis, Al-Shawaf, Semchenko, and Evans, (2022)

Brandner, 2021, On hits and being hit on: Error management theory, signal detection theory, and the male sexual overperception bias, Evolution and Human Behavior, 42, 331, 10.1016/j.evolhumbehav.2021.01.002 Hill, 2007, Overestimation bias in mate competition, Evolution and Human Behavior, 28, 118, 10.1016/j.evolhumbehav.2006.08.006 Irwin, 2003, Negative consequences of dichotomizing continuous predictor variables, Journal of Marketing Research, 40, 366, 10.1509/jmkr.40.3.366.19237 Lewis, 2022, Error management theory and biased first impressions: How do people perceive potential mates under conditions of uncertainty?, Evolution and Human Behavior, 10.1016/j.evolhumbehav.2021.10.001 Lynn, 2014, “Utilizing” signal detection theory, Psychological Science, 25, 1663, 10.1177/0956797614541991 Ma, 2015, The Chicago face database: A free stimulus set of faces and norming data, Behavior Research Methods, 47, 1122, 10.3758/s13428-014-0532-5 MacCallum, 2002, On the practice of dichotomization of quantitative variables, Psychological Methods, 7, 19, 10.1037/1082-989X.7.1.19 Maxwell, 1993, Bivariate median splits and spurious statistical significance, Psychological Bulletin, 113, 181, 10.1037/0033-2909.113.1.181 Murray, 2017, A preregistered study of competing predictions suggests that men do overestimate women’s sexual intent, Psychological Science, 28, 253, 10.1177/0956797616675474 Nieuwenhuis, 2011, Erroneous analyses of interactions in neuroscience: A problem of significance, Nature Neuroscience, 14, 1105, 10.1038/nn.2886 Platt, 1964, Strong inference: Certain systematic methods of scientific thinking may produce much more rapid progress than others, Science, 146, 347, 10.1126/science.146.3642.347