A combined experimental-correlational study with a diverse sample (N = 182) from two research sites tested a set of five a priori hypotheses about mind wandering and learning, using a realistic video lecture on introductory statistics. Specifically, the study examined whether students' vulnerability to mind wandering during the lecture would predict learning from, and situational interest in, the video, and also whether longhand note-taking would help reduce mind wandering, at least for some students. Half the subjects took notes during the video, and all were subsequently tested on lecture content without notes. Regression and mediation analyses indicated that: (a) several individual-differences variables (e.g., pretest score, prior math interest, classroom media multitasking habits) uniquely predicted in-lecture mind wandering frequency; (b) although the note-taking manipulation did not reduce mind wandering at the group level, note-taking still reduced mind wandering for some individuals (i.e., those with lower prior knowledge and those who took notes of high quality and quantity); (c) mind wandering uniquely predicted both learning (posttest) and situational interest outcomes above and beyond all other individual-differences variables; (d) moreover, mind wandering significantly mediated the effects of several individual differences; and, finally, (e) not all types of mind wandering were problematic-in fact, off-task reflections about lecture-related topics positively predicted learning. These results, which were generally robust across the two sites, suggest that educationally focused cognitive research may benefit from considering attentional processes during learning as well as cognitive and noncognitive individual differences that affect attention and learning.Keywords: mind wandering, note-taking, learning, education, situational interest, media multitasking Mind Wandering, Lecture Learning, and Situational Interest 3
A Combined Experimental and Individual-Differences Investigation into Mind Wandering
During a Video LectureHow can teachers and students optimize learning? Cognitive psychologists are increasingly applying laboratory findings to this educational problem. Principles from the memory literature, such as the benefits of spaced practice, testing, and metacognitive selfevaluations, have been most successfully employed and broadly disseminated (for reviews, see Benassi, Overson, & Hakala, 2014;Brown, Roediger, & McDaniel, 2014;Dunlosky, Rawson, Marsh, Nathan, & Willingham, 2013). We suggest that this education-focused research should also embrace two additional domains: (a) individual differences in cognitive abilities and domain experience (e.g., interest and knowledge) and (b) the functions-and dysfunctions-of attention in learning contexts.Stable cognitive-ability differences, such as those in working memory capacity (WMC), predict many indices of academic achievement (e.g., Alloway & Alloway, 2010;Cowan et al., 2005). Educational psychology has further identified personality and experi...