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…

This final working paper in The Skills Imperative 2035 project builds on and extends the previous work undertaken, with the focus here being on the supply of skills and looking at the extent to which the skills that individuals possess at the end of education vary according to the pathway they followed through their education system. This paper…