Prediction of intrinsic and extraneous cognitive load with oculometric and biometric indicators [PDF]
Scientific ReportsThis study focused on the prediction of intrinsic and extraneous cognitive load using eye-tracking metrics, heart rate variability, and galvanic skin response.
Merve Ekin +4 more
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Brain Sciences, 2022 Cognitive load significantly influences learning effectiveness. All the three types of cognitive load—intrinsic, extraneous, and germane—are important for guiding teachers in preparing effective instructional designs for students. However, the techniques
Chao-Chih Wang +2 more
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Reasoning More Efficiently with Primary Knowledge Despite Extraneous Cognitive Load [PDF]
Evolutionary PsychologyGeary's evolutionary approach in educational psychology differentiates between primary (low cognitive costs and motivational advantage) and secondary knowledge (high cognitive costs and no motivational benefit).
Florence Lespiau, André Tricot
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Experiencing an art education program through immersive virtual reality or iPad: Examining the mediating effects of sense of presence and extraneous cognitive load on enjoyment, attention, and retention [PDF]
Frontiers in Psychology, 2022 Sense of presence and extraneous cognitive load (ECL) are the two psychological effects widely employed to explain the cognitive outcomes caused by high-immersive media (e. g., virtual reality).
Qingyang Tang +4 more
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The impact of system interaction quality on learning outcomes in online virtual experiment teaching: the mediating role of extraneous cognitive load [PDF]
Frontiers in PsychologyThis study investigates the effect of system interaction quality on learning outcomes in online virtual experiment teaching, with extraneous cognitive load serving as a mediating variable.
Peng Yin, TingYu Sun
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User interface design in mobile learning applications: Developing and evaluating a questionnaire for measuring learners' extraneous cognitive load [PDF]
HeliyonMobile learning is increasingly popular due to its flexibility in timing and location. However, challenges such as small screen sizes and poor user interface design can elevate learners' cognitive load, especially extraneous cognitive load, which hinders
Masyura Ahmad Faudzi +4 more
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Generative AI and cognitive load in education: a systematic review of WoS/SSCI-indexed studies through the lens of cognitive load theory [PDF]
Frontiers in PsychologyGenerative artificial intelligence (GenAI), together with closely related educational AI systems retrieved by the executed search, has been rapidly adopted across education, prompting empirical work on its consequences for learners' cognitive load.
Weixu Qian +5 more
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IEEE Access, 2022 Several studies have warranted the need to explore the relationship between pedagogical agents in the learning environment and the cognitive load on the learners, specifically, to study the influence on learner populations with different learning and ...
Neelu Jyothi Ahuja +6 more
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Cognitive load, prior knowledge, and sustained learning intention in a generative-AI-supported digital cultural learning context [PDF]
Frontiers in PsychologyBackgroundGenerative artificial intelligence is increasingly embedded in learning as a source of explanation, feedback, and interactive support. However, it remains unclear how such support shapes learners' cognitive processing and their subsequent ...
Hongqing Huang +2 more
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When arousal meets cognitive load: affective arousal and germane processing in a Stroop-like task [PDF]
Frontiers in PsychologyThis study investigates how affective arousal relates to distinct components of cognitive load during a cognitively demanding computer-based task.
Susanne Koerber, Babette Park
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