Preparation, Practice, and Beliefs: A Machine Learning Approach to Understanding Teacher Effectiveness
This paper uses machine learning methods to identify key predictors of teacher effectiveness in Tanzania
Abstract
This paper uses machine learning methods to identify key predictors of teacher effectiveness in Tanzania proxied by student learning gains linked to a teacher over an academic year.
This research is part of the Research on Improving Systems of Education programme.
Citation
Filmer, D., Nahata, V. and Sabarwal, S. 2021. Preparation, Practice, and Beliefs: A Machine Learning Approach to Understanding Teacher Effectiveness. RISE Working Paper Series. 21/084. https://doi.org/10.35489/BSG-RISE-WP_2021/084