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Teacher attrition is detrimental to student learning and a growing threat post COIVD-19. Professional development programs like instructional coaching are a known and effective option for reducing teacher attrition but studies on their impact are inconsistent. We examine the effects of a teacher coaching program on teacher attrition with analytic considerations for effect heterogeneity and specific coaching practices to account for past inconsistencies. Using longitudinal data from the North Carolina New Teacher Support Program (NTSP), we found coaching to have a significant positive effect on teacher retention with a subgroup analysis suggesting increased positive effects for beginning teachers. These types of results can be codified into recommendations for increasing teacher retention and accelerating learning for all students.