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Scott, LaRon A.; Bruno, Lauren; Gnilka, Philip; Kozachuk, Lindsay; Brendli, Katherine; Vitullo, Vivian – Excelsior: Leadership in Teaching and Learning, 2021
Researchers have yet to examine the association of Holland personality profiles as it relates to special education teachers. In response to this need, we report the personality and vocational profiles (Holland Codes) of 134 special education teachers across a special education training program. The purpose of this paper is to summarize findings…
Descriptors: Comparative Analysis, Special Education Teachers, Personality, Profiles
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Sage, Andrew J.; Cervato, Cinzia; Genschel, Ulrike; Ogilvie, Craig A. – Journal of College Student Retention: Research, Theory & Practice, 2021
Students are most likely to leave science, technology, engineering, and mathematics (STEM) majors during their first year of college. We developed an analytic approach using random forests to identify at-risk students. This method is deployable midway through the first semester and accounts for academic preparation, early engagement in university…
Descriptors: Majors (Students), Identification, Student Satisfaction, At Risk Students