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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
Goff, Peter; Xie, Xin; Yang, Minseok; Batt, Lena; Gandy-Fastovich, Lydia; Rodriguez-Escutia, Yasmin; Yang, Hyunwoo; You, Eunji – Wisconsin Center for Education Research, 2019
This study develops, validates, and applies a typology of teachers using labor market data. We construct our typology by applying a correlated topic model to 17,000 personal statements teachers submitted as part of their applications to open positions in Wisconsin public schools. We identify seven types of teachers active on the labor market:…
Descriptors: Classification, Educational Philosophy, Correlation, Labor Market

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