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Data in brief. 2025 May 18:61:111686. doi: 10.1016/j.dib.2025.111686 Q31.42025

Data on behavioural intention to use AI copilot through TAM and AI ecological education policy lens

基于TAM和人工智能生态教育政策视角下的AI副驾使用意愿研究数据 翻译改进

Emelie C Villaceran  1, Celbert M Himang  2

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作者单位

  • 1 College of Computer, Information and Communications Technology, Cebu Technological University, M.J. Cuenco Ave cor. R. Palma St., Cebu City, Philippines.
  • 2 Graduate School, Cebu Technological University, M.J. Cuenco Ave., cor R. Palma St., Cebu City, Philippines.
  • DOI: 10.1016/j.dib.2025.111686 PMID: 40521144

    摘要 中英对照阅读

    This research presents a dataset concerning the behavioral intention to utilize AI Copilot among faculty and students at Cebu Technological University, analyzed through the lenses of the Technology Acceptance Model (TAM) and the AI Ecological Education Policy Framework. Data collection was conducted via a quantitative survey distributed electronically, targeting a broad participant that included various students and instructors from multiple academic departments and year levels. A non-probability convenience sampling method was employed, targeting students and instructors within CTU. The survey was meticulously designed to evaluate constructs aligned with the Technology Acceptance Model and the pedagogical components of the AI Ecological Policy Framework, emphasizing aspects such as perceived usefulness and ease of use. Informed consent was obtained from participants, ensuring an understanding of the study's objectives and their rights regarding confidentiality. Ultimately, 414 responses were collected, with 18 responses excluded due to a lack of variability. The dataset, predominantly featuring student responses (94 %) and a smaller faculty representation (6 %), offers insights pertinent to AI Copilot's acceptance in this academic context. This dataset boasts considerable potential for future research endeavours, including studies on technology adoption in educational institutions, comparative analyses between different settings, and the enhancement of AI tools aligned with educational practices. Researchers and policymakers can utilize these insights to inform strategies for effective AI integration in education.

    Keywords: AI copilot; AI ecological policy framework; AI in education; Structural equation modeling; Technology acceptance model.

    Keywords:behavioral intention; artificial intelligence; technology acceptance model; ecological education policy

    这项研究提供了一组数据,探讨塞布尔科技大学教师和学生使用AI副驾(AI Copilot)的行为意图,并通过技术接受模型(TAM)和人工智能生态教育政策框架进行分析。数据收集是通过电子分发的定量调查完成的,目标群体包括来自多个学术部门和不同年级的各种学生和讲师。采用了一种非概率便利抽样方法,针对塞布尔科技大学内的学生和教师。该问卷精心设计用于评估与技术接受模型相关的结构以及人工智能生态政策框架中的教育学组成部分,特别关注感知有用性和易用性等方面。从参与者处获得了知情同意书,确保他们了解研究的目标及其保密权。最终收集到了414份回复,其中由于缺乏变化性而排除了18份回复。该数据集主要由学生回复(94%)组成,教师的代表则较少(6%),为该学术环境中AI副驾接受情况提供了见解。此数据集对未来研究工作具有相当大的潜力,包括教育机构中技术采用的研究、不同环境下的比较分析以及与教育实践相适应的人工智能工具改进等方面的研究。研究人员和政策制定者可以利用这些见解来制定有效整合人工智能于教育的战略。

    关键词:AI副驾;AI生态政策框架;教育中的AI;结构方程模型;技术接受模型。

    © 2025 The Author(s).

    关键词:行为意图; 人工智能; 技术接受模型; 生态教育政策

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    期刊名:Data in brief

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    ISSN:2352-3409

    e-ISSN:2352-3409

    IF/分区:1.4/Q3

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