Knowledge representation learning with EEG-based engagement and cognitive load as mediators of performance DOI
Yuzhi Sun, David A. Nembhard

Behaviour and Information Technology, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 14

Published: Dec. 11, 2024

Educational and instructional research has provided contrasting results regarding the best representation of numerical information, with two most common being tabular graphical representations. This motivated us to examine issue using a novel approach. We employed electroencephalography (EEG) event-related synchronisation desynchronisation (ERS/ERD) model cognitive load, alpha beta band powers engagement. conducted an experiment measure load engagement 48 Oregon State University students compared their performances respect these Structural equation models (SEMs) were constructed investigate potential mediation learning performance by load. The indicate that was fully mediated Relative graphs, tables produced higher engagement, subsequently, greater overall performance. Current showed different representations could yield significant differences in performance, understanding representation-elicited affective behaviours considerable for future online design.

Language: Английский

The effect of instructor's voice enthusiasm and visual cueing in multimedia learning DOI Open Access
Lei Han, Haoyue Guo,

Zongshuo Ma

et al.

Journal of Computer Assisted Learning, Journal Year: 2024, Volume and Issue: 40(6), P. 3044 - 3054

Published: Aug. 12, 2024

Abstract Background Given the current technological advancements and growing need for remote education, multimedia learning has become more popular among teachers students. Therefore, creation of teaching programmes that can improve outcomes increasingly important. However, there is a lack research on whether incorporating visual cues into instructors' emotional designs effective than using only one approach. Objectives Based cognitive‐affective theory with media cognitive affective model e‐learning, this study aimed to explore how instructor's voice enthusiasm cueing affect students' experience outcomes. Methods A 2 (instructor's enthusiasm: high vs. low) × (visual cueing: no cues) between‐subjects design was used, college students unfamiliar immunomodulation learned about subject in video lesson. Then, they then took retention test completed scales. Results Conclusions The results indicated both vocal independently have positive impact learners' scores. if present simultaneously, their effects are not cumulative. Specifically, when provided, did significantly test. Without cueing, positively impacts In addition, mediated between These findings offer insights enhancing efficacy by foregrounding engagement refining instructional content cues.

Language: Английский

Citations

0

Designing and Learning With Pedagogical Agents: An Umbrella Review DOI
Noah L. Schroeder, R. O. Davis, Eunbyul Yang

et al.

Journal of Educational Computing Research, Journal Year: 2024, Volume and Issue: 62(8), P. 2127 - 2156

Published: Oct. 13, 2024

Pedagogical agents are virtual characters that instructional designers include in learning environments to help students learn. Research the area has flourished for thirty years, yet there still critical questions about efficacy of pedagogical influencing and affect. As such, we conducted an umbrella review synthesize field. We located 17 systematic reviews or meta-analyses focused on use educational settings. found can have small positive effects learning, motivation, other affective variables. However, cannot say how one should design a agent any given context. highlight limitations existing theory area, as well from practical methodological perspective, productive areas future research.

Language: Английский

Citations

0

Semi-automating the Scoping Review Process: Is it Worthwhile? A Methodological Evaluation DOI
Shan Zhang,

Chris Palaguachi,

Marcin Pitera

et al.

Educational Psychology Review, Journal Year: 2024, Volume and Issue: 36(4)

Published: Nov. 9, 2024

Language: Английский

Citations

0

Development of Android CHEMDIC Mobile Learning to Prevent Student Misconceptions on Periodic System of Elements Material DOI Creative Commons

Muhammad Zidan Rahmadhani,

Sukarmin Sukarmin

JURNAL PIJAR MIPA, Journal Year: 2024, Volume and Issue: 19(6), P. 1091 - 1097

Published: Nov. 30, 2024

Chemistry is a multidimensional discipline that contains concepts from simple to complex and concrete abstract. This makes it difficult for students understand chemistry causes lot of misconceptions. Facts in the field show only some concept periodic system elements. In preliminary research, mobile learning has been studied can improve effectiveness individual anywhere anytime. study aims determine feasibility CHEMDIC preventing student misconceptions context reviewed based on validity practicality The methodology this Research Development (R&D) using 4D development model proposed by Thiagarajan with following stages: define, design, develop, disseminate. However, research limited stage due several considerations such as time, effort, facilities. trial was carried out 15 SMAN 1 Krian Sidoarjo who had obtained materials elements were selected largest number included category not understanding results pretest. declared valid if fulfils minimum mode score 4, while stated practical percentage ≥61%. shows acquisition content scores 5 very construct 4 category. Then, practicality, response questionnaire 96%, result android feasible prevent students' about material

Language: Английский

Citations

0

Knowledge representation learning with EEG-based engagement and cognitive load as mediators of performance DOI
Yuzhi Sun, David A. Nembhard

Behaviour and Information Technology, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 14

Published: Dec. 11, 2024

Educational and instructional research has provided contrasting results regarding the best representation of numerical information, with two most common being tabular graphical representations. This motivated us to examine issue using a novel approach. We employed electroencephalography (EEG) event-related synchronisation desynchronisation (ERS/ERD) model cognitive load, alpha beta band powers engagement. conducted an experiment measure load engagement 48 Oregon State University students compared their performances respect these Structural equation models (SEMs) were constructed investigate potential mediation learning performance by load. The indicate that was fully mediated Relative graphs, tables produced higher engagement, subsequently, greater overall performance. Current showed different representations could yield significant differences in performance, understanding representation-elicited affective behaviours considerable for future online design.

Language: Английский

Citations

0