The present study examined whether students' prior knowledge moderated the effects of their motivation compositions on learning performance (ie, retention and transfer) and interaction (ie, interpersonal brain synchronization (IBS) and behavioural pattern) in learning from video lectures. The results confirmed the benefits of the composition of two high motivation students on their knowledge transfer. The results also showed that students' prior knowledge had a moderating effect on interaction. For low prior knowledge students, high motivation composition increased their IBS in the temporoparietal junction‐inferior parietal lobule (TPJ‐IPL), temporoparietal junction‐supplementary motor area (TPJ‐SMA), inferior parietal lobule‐supplementary motor area (IPL‐SMA) and anterior prefrontal‐anterior prefrontal cortex (aPFC‐aPFC) regions during co‐explaining and enhanced their regulating‐related behavioural sequences and decreased disagree‐related behavioural sequences. However, for high prior knowledge students, a high motivation dyad composition decreased their IBS in the supramarginal gyrus‐anterior prefrontal cortex (SMG‐aPFC) while co‐viewing the video lecture, and in the TPJ‐IPL, TPJ‐SMA, IPL‐SMA and SMG‐aPFC during co‐explaining, cognitive communication, argumentation‐related and regulating‐related behavioural sequences but enhanced off‐task‐related behavioural sequences. Our findings suggest that instructors should encourage high motivation students to co‐view video lectures, and scaffold students with low prior knowledge to enhance regulating‐related behavioural sequences and scaffold students with high prior knowledge and high motivation to enhance cognitive communication, argumentation‐related and regulating‐related behavioural sequences and decrease off‐task‐related behavioural sequences.
Practitioner notesWhat is already known about this topic
Co‐viewing video lectures is a common form of learning across a wide range of ages and topics.
Students' motivation is essential for optimal learning in various settings (eg, face‐to‐face classroom and online learning).
Students' prior knowledge moderates the effects of their motivations on learning from video lectures from the individual perspective.
What this paper adds
The composition of two high motivation students benefits their knowledge transfer.
For low prior knowledge students, the composition of two high motivation students increased their IBS in the TPJ‐IPL, TPJ‐SMA, IPL‐SMA and aPFC‐aPFC regions, enhanced their regulating‐related behavioural sequences and decreased their disagree‐related behavioural sequences.
For high prior knowledge students, the composition of two high motivation students decreased their IBS in multiple brain regions, as well as their cognitive communication, argumentation‐related and regulating‐related behavioural sequences, but enhanced their off‐task‐related behavioural sequences.
Implications for practice and/or policy
High motivation students are encouraged to co‐view video lectures.
Instructors should scaffold students with low prior knowledge to enhance regulating‐related behavioural sequences.
Instructors should scaffold students with high prior knowledge and high motivation to enhance cognitive communication, argumentation‐related and regulating‐related behavioural sequences and decrease off‐task‐related behavioural sequences.
Feedback in intelligent tutoring systems has been depicted as an important contributor to encourage exploration. However, few studies have explored learners' interaction patterns associated with feedback and the use of external representations in exploratory learning environments. This study used Fractions Lab, an exploratory learning environment for mathematics, to facilitate children's conceptual understanding of fractions in three Chinese schools. Students (n = 189) from six different classes were invited to use Fractions Lab, and 260,000 event logs were collected. Beyond demonstrating the overall efficacy of the approach, lag sequential analysis supported us in approaching a deeper understanding of patterns of interaction. The findings highlight that the design of three-levels of feedback (Socratic, guidance, and didactic-procedural feedback) played different roles in supporting students to use external representations to perform mathematical tasks in an exploratory learning environment. This study sheds light on how these interaction patterns might be applied to the Fractions Lab system in order to provide increasingly tailored support, based on cultural differences, to enhance students' technology-mediated learning experiences.
Abstract. This paper establishes automatic extensions for local regularized semigroups and local regularized cosine functions in a certain sense and applies the results to abstract Cauchy problems.
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