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Self-regulated learning (SRL) likely plays a crucial role in expert development by helping individuals optimize their practice (Zimmerman, 2006). However, limited sport studies have examined expert/novice differences in SRL, and almost none have used a self-report SRL measure. Therefore, the purpose of this study was to examine SRL differences in three progressively skilled athletic groups: recreationally competitive, less-elite, elite.A cross sectional study using a self-report survey.We vetted the Self-Regulation of Learning − Self-Report Scale (SRL-SRS; Toering et al., 2012) survey for face validity with an expert panel. Subsequently, 272 participants (200 m, 72 f; ages 18–35) completed a sport-training version of the SRL-SRS, which included modified items according to panel recommendations and refinements for factorial validity. Participants also completed survey measures for weekly practice and performance level. Logistic regression analyses served to determine: a) how composite (overall) SRL processes, and b) how six constituent SRL processes, explained performance level.Greater overall engagement in composite SRL was associated with being in the elite group compared to less-elite and recreationally competitive groups. Of the constituent SRL processes, only self-monitoring predicted membership in the elite and less-elite group compared to the recreationally competitive. Additional analyses revealed planning, self-monitoring, effort and self-efficacy separately predicted membership in the elite group, relative to the less-elite group, and recreationally competitive group.Elite athletes self-monitor more frequently and may integrate other constituent processes better within a SRL cycle.We found preliminary support for the SRL-SRS in a sport practice context.Greater engagement in SRL processes distinguishes the elite from the lesser-skilled.Self-monitoring explained differences between all skill groups.Self-monitoring, planning, effort and self-efficacy distinguished skill groups.