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    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/111408


    Title: Effects of online synchronous instruction with an attention monitoring and alarm mechanism on sustained attention and learning performance
    Authors: Chen, Chih-Ming;Wang, Jung-Ying
    陳志銘
    Contributors: 圖檔所
    Date: 2017-01
    Issue Date: 2017-07-25 15:52:55 (UTC+8)
    Abstract: Many studies have shown that learners’ sustained attention strongly affects e-learning performance, particularly during online synchronous instruction. This work thus develops a novel attention monitoring and alarm mechanism (AMAM) based on brainwave signals to improve learning performance via monitoring the attention state of individual learners and helping online instructors or teaching assistants to improve the sustained attention levels of learners with low-attention states as they perform online synchronous instruction activities. Totally, 83 and 65 Grade 7 students were randomly assigned to the experimental and control groups that respectively underwent online synchronous instruction with and without AMAM support. Analytical results reveal that the experimental group of learners exhibited significantly better learning performance and sustained attention than those in the control group, verifying that the AMAM efficiently promotes the learning performance and sustained attention of learners. Moreover, the proposed AMAM was more helpful in improving the learning performance of female learners than those of male learners and improved the sustained attention of both male and female learners. Furthermore, the sustained attention, frequency of attention alarms, and learning performance of the learners in the experimental group were strongly correlated, and the sustained attention and frequency of attention alarms strongly predicted learning performance. © 2017 Informa UK Limited, trading as Taylor & Francis Group
    Relation: Interactive Learning Environments, Vol.26, No.4, pp.427-443
    Data Type: article
    DOI 連結: http://dx.doi.org/10.1080/10494820.2017.1341938
    DOI: 10.1080/10494820.2017.1341938
    Appears in Collections:[圖書資訊與檔案學研究所] 期刊論文

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