Socially shared regulation in learning (SSRL) contributes to successful collaborative learning (CL). Empirical research into SSRL has received considerable attention recently, with increasingly available multimodal data, advanced learning analytics (LA), and artificial intelligence (AI) providing promising research avenues. Yet, integrating these…

A research project using an instrument designed to allow teachers to investigate their students' ideas about learning found that the ideas of 193 English and Finnish adolescents about learning were varied, without clear understanding of how they learned. Finnish students seemed to depend more on their teachers than did English students. (SLD)