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Andrew Avitabile
Using Large Language Models to Analyze Preservice Teacher Feedback and Reflections During Clinical Teaching
Topics: Teacher and Leader DevelopmentClinical teaching is vital for preservice teacher (PST) development, yet field supervisors’ roles are understudied. This study analyzes over 11,000 supervisor evaluations and PST reflections from a Texas teacher preparation program using large language models to extract measures of feedback… more →
Why Do You Want to Be a Teacher? A Natural Language Processing Approach
Topics: Teacher and Leader DevelopmentHeightened concerns about the health of the teaching profession highlight the importance of studying the early teacher pipeline. This exploratory, descriptive paper examines preservice teachers' (PST) expressed motivation for pursuing a teaching career and its relationship with PST… more →