In today's global culture where the Internet has established itself as the main tool for
communication and commerce, the capability to massively analyze and predict citizens' …

Collaborative problem solving (CPS) enables student groups to complete learning tasks,
construct knowledge, and solve problems. Previous research has argued the importance of …

Several key developments challenge the field of educational measurement today: demands
for tests at larger scales with higher stakes, an improved understanding of how people …

Using data to generate a deeper understanding of collaborative learning is not new, but
automatically analyzing log data has enabled new means of identifying key indicators of …

Collaboration is argued to be an important skill, not only in schools and higher education
contexts but also in the workspace and other aspects of life. However, simply asking …

Background Instructor scaffolding is proved to be an effective means to improve
collaborative learning quality, but empirical research indicates discrepancies about the …

The rapidly growing literature on teamwork and collaborative problem solving suggests that
these skills are becoming increasingly important in today's education and workforce. This …

In developed countries, companies are now substantially reliant on the skills and abilities of
their leaders to tackle a variety of complex issues. There is a growing consensus that …

Learning and assessment systems have grown and taken shape to incorporate concepts
from both models for assessment and models for learning. In this paper we argue that a third …

This paper describes a psychometrically-based approach to the measurement of
collaborative problem solving skills, by mining and classifying behavioral data both in real …