“…Previous studies have measured cognitive load using pupillometry (Ahern & Beatty, 1979; Beatty, 1982; Beatty & Lucero-Wagoner, 2000; Granholm, Asarnow, Sarkin, & Dykes, 1996; Hess & Polt, 1964; Kahneman & Beatty, 1966; Van Gerven, Paas, Van Merriënboer, & Schmidt, 2004), blinks (Brookings, Wilson, & Swain, 1996; Stern & Skelly, 1984; Wilson, 2002), fixation durations (Carroll, Young, & Guertin, 1992; Nuthmann & Henderson, 2012; Rayner, 1998; Underwood, Jebbett, & Roberts, 2004), and saccade lengths (Chen et al, 2011; Loschky et al, 2014; Reimer, Mehler, Wang, & Coughlin, 2012). These eye movement parameters have been used to measure cognitive load in reading (Rayner & Duffy, 1986), mathematics (Marshall, 2002, 2007), arithmetic (Ahern & Beatty, 1979; Hess & Polt, 1964; Kahneman & Beatty, 1966), simulation tasks (Brookings et al, 1996; Stern & Skelly, 1984; Wilson, 2002), visual scene long-term memory tasks (Loschky et al, 2014), and short-term memory (STM) tasks (Granholm et al, 1996). These studies manipulated cognitive load by changing, for example, the familiarity of materials (Rayner & Duffy, 1986), the difficulty/complexity of materials (Ahern & Beatty, 1979; Beatty, 1982; Beatty & Lucero-Wagoner, 2000; Brookings et al, 1996; Carroll et al, 1992; Chen et al, 2011; Di Stasi et al, 2010; Granholm et al, 1996; Hess & Polt, 1964; Kahneman & Beatty, 1966; Marshall, 2002, 2007; Reimer et al, 2012; Stern & Skelly, 1984; Underwood et al, 2004; Van Gerven et al, 2004; Wilson, 2002), and the difficulty level of concurrent tasks such as the N-back task (Loschky et al, 2014).…”