“…For instance, Cattell’s (1987) influential investment theory focused on the importance of fluid intelligence (abstract problem solving), in combination with interests and personality, in the development of crystallized intelligence, including domain-specific knowledge (see also Ackerman & Beier, 2006); “ … this year’s crystallized ability level is a function of last year’s fluid ability level–and last year’s interest in school work” (Cattell, 1987, p. 139). Other differential and educational psychologists have noted that level of domain-specific knowledge can influence further gains in this knowledge (Ackerman, 2000; Sweller, 2012; Tricot & Sweller, 2013; Thorsen, Gustafsson, & Cliffordson, 2014). …”