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This study explores whether and how the combination of courseware designed to foster equity and instructor use of evidence-based teaching strategies influences BIPOC students' engagement and course outcomes. We highlight the experiences of 382 students identifying with a racially minoritized group who enrolled in introductory statistics courses at 11 broad-access institutions. Relationships were found between instructors' use of evidence-based teaching practices and students' sense of belonging and course engagement. Moreover, in stark contrast to earlier analyses comparing course success rates for BIPOC and non-BIPOC students, BIPOC students participating in this research performed equivalently to their White and Asian counterparts.