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Xie, Xin; Yang, Minseok; Batt, Lena; Gandy-Fastovich, Lydia; Rodriguez-Escutia, Yasmin; Yang, Hyunwoo; You, Eunji; Goff, Peter – Journal of Education Human Resources, 2021
This study develops, validates, and applies a teacher applicant typology using labor market data. We construct our typology by applying a correlated topic model to 11,000 personal statements teachers submitted as part of their applications for open positions in Wisconsin public schools between 2015 and 2017. We identify seven types of teacher…
Descriptors: Teachers, Job Applicants, Teacher Placement, Personal Narratives