Emotion Based LMS: An Investigation of User Perceptions and Attitudes

Kung-Keat Teoh, Siong-Hoe Lau

    Research output: Contribution to journalArticlepeer-review

    2 Citations (Scopus)

    Abstract

    This study offers a comprehensive review of various methodologies for emotion based emotion Learning Management Systems (LMS) and examines the use of Technology Acceptance Model (TAM) to investigate how learner beliefs and attitudes influence emotion based LMS use among higher education learners by evaluating the relationships between perceived usefulness, perceived ease of use, attitude and behavioural intentions. In the study, 40 potential users were presented with an introductory demonstration of emotion based LMS for an IT course. Following the demonstration, data on user perceptions and attitudes about emotion based LMS were gathered based on this initial exposure. Hierarchical multiple regressions were used to assess the overall model and influence of each variable of interest in determining behavioural intentions to use emotion based LMS. The analysis showed that both the user perceptions and attitudes have significant positive effects on behavioural intention to use emotion based LMS. Implications of these findings for practice and research are examined and discussed.

    Original languageEnglish
    Pages (from-to)154-160
    Number of pages7
    JournalInternational Journal of Learning and Teaching
    Volume1
    Issue number2
    DOIs
    Publication statusPublished - Dec 2015

    Keywords

    • e-learning
    • emotion recognition
    • emotion-based elearning
    • learning management systems
    • technology acceptance model

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