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Learners’ efficacy beliefs are an important determinant of their performance and future study in STEM domains. The current study tested the effectiveness of a course-embedded intervention, grounded in self-regulated learning principles, in promoting postsecondary learners’ statistics efficacy and concept knowledge. The intervention was designed to scaffold students’ analysis-specific efficacy beliefs and their monitoring of and critical reflection on their statistics understanding across their completion of an intermediate statistics course (N=40). Engagement in the intervention explained moderate variance in learners’ post-course statistics efficacy and concept knowledge; adjusted scores were higher for students in the intervention condition. The findings suggest the use of planning and evaluation activities as a method of supporting efficacy development in statistics. Empirical and pedagogical implications are discussed.