key: cord-0888654-1gd9qvvn authors: Jones, Alex L.; Satchell, Liam P.; Jaeger, Bastian; Schild, Christoph title: (Mis-)understanding COVID-19 and digit ratio: Methodological and statistical issues in Manning and Fink (2020) date: 2020-05-29 journal: Early Hum Dev DOI: 10.1016/j.earlhumdev.2020.105095 sha: 29933ed30b8c770eb05edf22532308b033a6c649 doc_id: 888654 cord_uid: 1gd9qvvn nan In their study, Manning and Fink (1; henceforth M&F) ; report positive associations between the relative lengths of the index and ring fingers (2D:4D)-an intended proxy for prenatal exposure to testosterone-and two national COVID-19 outcomes: case fatality rate (CFR) and the percentage of male deaths (%MD). Whilst we encourage the production of science that can aid international responses to COVID-19, there are significant methodological and analytic concerns with M&F's paper that lead it to be uninformative in the current climate. First, while M&F assume that 2D:4D functions as a proxy of prenatal testosterone, it should be noted that scholars have repeatedly pointed to the lack of evidence for this relationship (2-4) and 2D:4D findings across different contexts have failed to replicate (5). Second, M&F set out to test the hypothesis that prenatal testosterone levels are associated with COVID-19 mortality risk. To test this, M&F examine data on national average 2D:4D and national COVID-19 outcomes. These variables in this study are sampled from separate populations and do not give insight into the proposed individual-level mechanism in M&F's discussion. Crucially, associations that hold at one level of analysis (e.g., nations), do not necessarily hold at another level of analysishere specifically at the individual level (6) . Third, in their use of national aggregates for analysis, the number of cases for analysis are far from the claimed 103482 men and 83366 women. Rather, most of their analyses are Figure 1 Understanding COVID-19: Digit ratio (2D:4D) and sex differences in national case fatality rates Adult digit ratio (2D:4D) is not related to umbilical cord androgen or estrogen concentrations, their ratios or net bioactivity. Early Hum Dev No effects of androgen receptor gene CAG and GGC repeat polymorphisms on digit ratio (2D:4D): a comprehensive meta-analysis and critical evaluation of research Interpreting digit ratio (2D:4D)-behavior correlations: 2D:4D sex difference, stability, and behavioral correlates and their replicability in young children Game Violence, Game Difficulty, and 2D:4D Digit Ratio on Aggressive Behavior: Psychol Sci Simpson's paradox in psychological science: a practical guide At what sample size do correlations stabilize?