Measuring self-regulated learning and the role of AI: Five years of research using multimodal multichannel data

I Molenaar, S de Mooij, R Azevedo, M Bannert… - Computers in Human …, 2023 - Elsevier
Learning sciences are embracing the significant role technologies can play to better detect,
diagnose, and act upon self-regulated learning (SRL). The field of SRL is challenged with …

Lessons learned and future directions of MetaTutor: Leveraging multichannel data to scaffold self-regulated learning with an intelligent tutoring system

R Azevedo, F Bouchet, M Duffy, J Harley… - Frontiers in …, 2022 - frontiersin.org
Self-regulated learning (SRL) is critical for learning across tasks, domains, and contexts.
Despite its importance, research shows that not all learners are equally skilled at accurately …

The agency effect: The impact of student agency on learning, emotions, and problem-solving behaviors in a game-based learning environment

M Taub, R Sawyer, A Smith, J Rowe, R Azevedo… - Computers & …, 2020 - Elsevier
Game-based learning environments are designed to foster high levels of student
engagement and motivation during learning of complex topics. Game-based learning …

Reflections on the field of metacognition: Issues, challenges, and opportunities

R Azevedo - Metacognition and Learning, 2020 - Springer
There have been major advances in the field of metacognition since I took over as the
editorin-chief of the Metacognition and Learning journal in 2011. As the former editor of the …

Exploring students' cognitive and affective states during problem solving through multimodal data: Lessons learned from a programming activity

K Mangaroska, K Sharma, D Gašević… - Journal of Computer …, 2022 - Wiley Online Library
Background Problem‐solving is a multidimensional and dynamic process that requires and
interlinks cognitive, metacognitive, and affective dimensions of learning. However, current …

A complex systems approach to analyzing pedagogical agents' scaffolding of self-regulated learning within an intelligent tutoring system

DA Dever, NA Sonnenfeld, MD Wiedbusch… - Metacognition and …, 2023 - Springer
Abstract Self-regulated learning (SRL), learners' monitoring and control of cognitive,
affective, metacognitive, and motivational processes, is essential for learning. However …

Academic procrastination, incentivized and self-selected spaced practice, and quiz performance in an online programming problem system: An intensive longitudinal …

Y Zhang, L Paquette, X Hu - Computers & Education, 2024 - Elsevier
Time management is crucial for college students' academic success and learning of
computer programming. Yet the changes of time management behaviors and their …

What would the matrix do?: A systematic review of K-12 AI learning contexts and learner-interface interactions

RL Moore, S Jiang, B Abramowitz - Journal of research on …, 2023 - Taylor & Francis
This systematic review examines the empirical literature published between 2014 and 2021
that situates artificial intelligence within K-12 educational contexts. Our review synthesizes …