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Heikkinen, Sami; Saqr, Mohammed; Malmberg, Jonna; Tedre, Matti – Education and Information Technologies, 2023
During the past years scholars have shown an increasing interest in supporting students' self-regulated learning (SRL). Learning analytics (LA) can be applied in various ways to identify a learner's current state of self-regulation and support SRL processes. It is important to examine how LA has been used to identify the need for support in…
Descriptors: Independent Study, Self Management, Learning Analytics, Intervention
Sobocinski, Márta; Malmberg, Jonna; Järvelä, Sanna – Metacognition and Learning, 2017
Investigating the temporal order of regulatory processes can explain in more detail the mechanisms behind success or lack of success during collaborative learning. The aim of this study is to explore the differences between high- and low-challenge collaborative learning sessions. This is achieved through examining how the three phases of…
Descriptors: Metacognition, Cooperative Learning, Difficulty Level, Comparative Analysis

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