Abstract The use of metacognitive strategies when working on modelling problems in small groups is assumed to lead to goal-oriented and effective processing of the problems. Based on the analysis of eight group processes of grade 9 students working on a modelling problem, this article takes a detailed look at the initiation of metacognitive behaviour by individual students in the group process. For this purpose, videos were coded using a deductive category system in accordance with structuring qualitative content analysis, which was enriched inductively. As a result, the metacognitive strategies initiated by individual students were classified according to two criteria: the time of occurrence (during or between modelling phases) and if they relate to the content of task processing and to the behaviour of group members. Furthermore, seven aims were identified, three of which were related to different areas of metacognitive strategies, and four of which arose from the level of collaborative and socioemotional engagement in the groups. Additionally, the latter could be linked to the extent to which the groups worked together cooperatively or collaboratively and to the extent to which the individual members were included and valued in the work process.
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