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October 5, 2026
‘The Climate Transition Is Not Necessarily a Limitation for Business
Linara Khadimullina works in the field of low-carbon development. In an interview with the Young Scientists of HSE project, she spoke about why nature is not just a beautiful backdrop, her research on the role of sustainable corporate governance in reducing greenhouse gas emissions, and growing plants as a source of inspiration.
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Cognitive engagement and video watching behaviours in learner-controlled environments: A cognitive load perspective

Innovations in Education and Teaching International. 2026. P. 1–13.
Gorbunova A., Getman A., Savelyev A., Kseniia A. Adamovich, Costley J.

Research on video-based learning often relies on behavioural indicators to infer engagement, yet it remains unclear whether these behaviours reflect meaningful cognitive engagement or mere activity. To address this gap the present study analysed relationships between time-on-video, click frequency, playback speed manipulation, and learners’ intrinsic, extraneous, and germane cognitive load in a learner-controlled video environment (N = 96). Time-on-video and click frequency showed no associations with cognitive load, however, playback speed manipulation did. Slowing down videos was associated with lower intrinsic load, speeding up videos with higher germane load, and both forms of speed adjustment with lower extraneous load. The findings demonstrate how cognitive load theory can be used to interpret digital trace data to distinguish between behavioural activity and cognitively meaningful engagement. Researchers and practitioners should therefore interpret coarse indicators such as viewing time and click frequency with caution and give greater attention to pacing-related behaviours when using trace data.

Research target: Education
Language: English
DOI
Text on another site
Keywords: cognitive engagementкогнитивная вовлеченностьcognitive loadцифровые следыeducational videoкогнитивная нагрузкаdigital tracesобучающие видео
Publication based on the results of:
Using digital traces to study learners' behavioral strategies (2025)
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