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Jinnie Shin; Bowen Wang; Wallace N. Pinto Junior; Mark J. Gierl – Large-scale Assessments in Education, 2024
The benefits of incorporating process information in a large-scale assessment with the complex micro-level evidence from the examinees (i.e., process log data) are well documented in the research across large-scale assessments and learning analytics. This study introduces a deep-learning-based approach to predictive modeling of the examinee's…
Descriptors: Prediction, Models, Problem Solving, Performance
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Duke, Daniel L. – Management in Education, 2014
Prompted by the need for leaders able to turn around chronically low-performing schools, states, universities, education groups, and school districts in the US have initiated a variety of principal development programs. Some programs focus on enhancing the skills of experienced administrators, while others target talented teachers and even…
Descriptors: Low Achievement, Disadvantaged Schools, Leadership Training, Training Methods