“…Various kinds of online experiments and tasks have been conducted with crowdsourcing. For example, many experimental studies have reported findings based on self-report questionnaires (Crangle & Kart, 2015; Garcia et al, 2016; Gottlieb & Lombrozo, 2018; Hurling et al, 2017; Sasaki, Ihaya & Yamada, 2017) and crowdsourced tasks: visual search (de Leeuw & Motz, 2016), reaction time (Nosek, Banaji & Greenwald, 2002; Sasaki, Ihaya & Yamada, 2017; Schubert et al, 2013), keystroke (Pinet et al, 2017), Stroop (Barnhoorn et al, 2015; Crump, McDonnell & Gureckis, 2013; Majima, 2017), attentional blink (Barnhoorn et al, 2015; Brown et al, 2014), flanker (Simcox & Fiez, 2014; Majima, 2017; Zwaan et al, 2018), Simon (Majima, 2017; Zwaan et al, 2018), lexical decision (Simcox & Fiez, 2014), category learning (Crump, McDonnell & Gureckis, 2013), memory (Brown et al, 2014; Zwaan et al, 2018), priming (Zwaan et al, 2018), and decision-making tasks (Berinsky, Huber & Lenz, 2012; Brown et al, 2014). A previous study using auditory stimuli likewise employed crowdsourcing (Woods et al, 2017).…”