“…The majority of prior experimental and field studies have relied heavily on self-reported or self-initiated measures of device use (Lepp et al, 2015;Uzun and Kilis, 2019). However, self-reports of digital device use have been found to be inaccurate, exhibiting little relation to true usage (Kraushaar and Novak, 2010;Douglas et al, 2012;Andrews et al, 2015;Ellis et al, 2018;Orben and Przybylski, 2019;Kim et al, 2019). Only a small subset of the field studies that found negative associations between device use and academic outcomes measured usage directly by digitally tracking student device behaviors, and did so only for a few weeks, a single course and/or over a single term (Grace-Martin and Gay, 2001; Kraushaar and Novak, 2010;Ravizza et al, 2017;Felisoni and Godoi, 2018;Kim et al, 2019).…”