表现重要:学生对人工智能教练采用因素的看法

Pub Date : 2022-07-03 DOI:10.1080/17521882.2022.2094278
N. Terblanche, Joanna Molyn, Kevin K. Williams, Jeanette Elizabeth Maritz
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引用次数: 3

摘要

人工智能教练的兴起可以显著降低成本并增加教练的规模,然而,为了使人工智能教练取得成功,了解促进或抑制采用的因素非常重要。学生是一个特殊的群体,他们可能从教练中受益,但负担不起人类教练。这项定性研究调查了大学生对可能影响他们使用人工智能聊天机器人教练的因素的看法。学生(n = 11)使用人工智能教练12周,作为每周小组教练研讨会的一部分。随后对他们进行了访谈,并使用技术接受和使用统一理论框架对人工智能教练的经验进行了演绎分析。研究结果表明,学生的积极态度和表现期望在他们的聊天机器人参与中起着重要作用。学生们认为人工智能教练平易近人、易于使用、智能、反应迅速。他们认为人工智能教练构成的威胁最小,如果他们的朋友这样做,他们会更多地使用它。技术平台和获取人工智能教练的信息也被认为很重要。这些发现对于帮助人工智能教练技术的创造者和购买此类服务的教育机构了解哪些方面影响学生决定使用人工智能教练具有重要意义。
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Performance matters: students’ perceptions of Artificial Intelligence Coach adoption factors
ABSTRACT The rise of AI coaching could significantly reduce cost and increase the scale of coaching, however for AI coaching to succeed it is important to understand factors that promote or inhibit adoption. Students are a particular population who may benefit from coaching but cannot afford a human coach. This qualitative study investigated the perceptions of university students on factors that could influence their use of an AI chatbot coach. Students (n = 11) used an AI coach for 12 weeks as part of weekly group coaching workshops. They were subsequently interviewed and AI coach experience analysed deductively using the Unified Theory of Acceptance and Use of Technology framework. Findings reveal that students' positive attitude and performance expectations played an important role in their chatbot engagement. Students perceived the AI coach as accessible, easy to use, intelligent and quick to respond. They perceived the AI coach to pose minimal threat and would use it more if their friends did. The technology platform and information about accessing the AI coach was also deemed important. These findings are significant in helping creators of AI coaching technology and educational institutions, who purchase such services, to understand which aspects influence students' decision to use an AI coach.
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