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Exploring the affective, motivational and cognitive effects of pedagogical agent enthusiasm in a multimedia learning environment

机译:探索多媒体学习环境中教学人员热情的情感,动机和认知效果

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In a traditional classroom environment, instructor enthusiasm has been shown to enhance student’s emotion, affective perceptions, intrinsic motivation, and cognitive outcome. Additionally, emotional response theory argues that enthusiastic verbal and nonverbal cues of an instructor will induce positive emotional states in learners, which in turn, enact learners’ approach behaviours in the learning process. Therefore, should a pedagogical agent convey enthusiastic behaviours in a multimedia learning environment? Literature and theoretical reviews offer two competing views. The first view, based on emotional response theory, predicts that enthusiastic verbal and nonverbal cues of a pedagogical agent can induce higher positive emotions in learners, which in turn, enhance affective perceptions, intrinsic motivation, and cognitive outcome. However, the second view, based on cognitive load theory, suggests that pedagogical agent enthusiasm may increase extraneous cognitive load (additional processing in the mind), which negatively impact emotion, affective perceptions, intrinsic motivation, and cognitive outcome. To investigate the effects of agent enthusiasm, seventy-two university freshmen interacted with either an enthusiastic agent or a neutral agent (operationalized through vocal tones, facial expression, gestures, and remarks) that simulates the instructional role of a virtual tutor that delivers narrative demonstrations on how to predict the outputs of C-Programming algorithms. The results of our study showed that pedagogical agent enthusiasm significantly enhanced emotion, intrinsic motivation, affective perceptions, and cognitive outcome. Moreover, mediation analyses revealed that the facilitating effects of agent enthusiasm on intrinsic motivation, affective perceptions of the learning environment, and affective perceptions of the pedagogical agent were fully mediated by a learner’s positive emotion, thus demonstrating that the framework of emotional response theory can be applied to learner-agent interaction in a multimedia learning environment. Implications and suggestions for future research related to pedagogical agent enthusiasm are discussed in this paper.
机译:在传统的课堂环境中,教师的热情已经显示出可以增强学生的情绪,情感感知,内在动机和认知成果。此外,情绪反应理论认为,教师的口头和非语言热情提示会在学习者中诱发积极的情绪状态,从而在学习过程中制定学习者的行为方式。因此,教学代理人应该在多媒体学习环境中传达热情的行为吗?文学和理论评论提供了两种相互竞争的观点。基于情绪反应理论的第一种观点预测,教育者的口头和非言语提示会在学习者中诱发更高的积极情绪,从而增强情感感知,内在动机和认知结果。然而,基于认知负荷理论的第二种观点表明,教育代理人的热情可能会增加无关的认知负荷(大脑中的额外处理),这会对情感,情感感知,内在动机和认知结果产生负面影响。为了调查代理人热情的影响,七十二名大学新生与热情的代理人或中立的代理人互动(通过发声,面部表情,手势和言语进行操作),模拟了提供叙事演示的虚拟辅导员的指导作用关于如何预测C编程算法的输出。我们的研究结果表明,教育代理人的热情显着增强了情绪,内在动机,情感感知和认知结果。此外,调解分析表明,学习者积极性完全介导了代理人热情对内在动机,学习环境的情感感知和对教学代理人的情感感知的促进作用,从而表明情感反应理论的框架可以应用于多媒体学习环境中的学习者与代理互动。本文讨论了对与教学代理热情相关的未来研究的启示和建议。

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