“…Since our method of estimating the latter two phenotypes was novel and relied on non-targeted questionnaire responses instead of proper psychometric scales, one goal of our study was to demonstrate the validity of this approach by replicating robust findings about our phenotypes. We successfully replicated previous findings about the relationship between age, sex and chronotype (Duarte et al, 2014;Fischer et al, 2017;Paine et al, 2006;Till Roenneberg et al, 2004;Sl adek et al, 2020;Tonetti et al, 2008), relative longitude and chronotype (Giuntella & Mazzonna, 2019;Sl adek et al, 2020) as well as city population and both chronotype and cognitive ability (Abdellaoui et al, 2019;Alexopoulos, 1997;Bass et al, 2008;Gist & Clark, 1938;Lehmann, 1959;Sl adek et al, 2020;Taji et al, 2019;Teasdale et al, 1988). Notably, we also found a modest positive relationship between cognitive ability and chronotype (β = .05), in line with a previous meta-analysis (Preckel et al, 2011) and a large study (Kanazawa & Perina, 2009).…”