课堂中的生成式人工智能调查及其对大学政策的影响

IF 1.5 Q2 EDUCATION & EDUCATIONAL RESEARCH
Eric J. Hamerman, Anubhav Aggarwal, Chrissy Martins
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引用次数: 0

摘要

目的广泛可用的生成式人工智能(GenAI)工具(如 ChatGPT)的出现为高等教育带来了机遇和威胁。本研究旨在调查影响学生当前使用 GenAI 的因素以及学生对 GenAI 如何促进学习的看法,并为与 GenAI 相关的机构政策提供建议。在对商科本科生进行调查之后,进行了一项案例研究,要求学生将使用GenAI作为家庭作业的一部分,然后反思他们的学习经历。研究结果当学生认为GenAI有助于他们的学习成果,并且认为GenAI是一种社会规范时,他们会更频繁地使用GenAI。相反,认为 GenAI 是作弊行为的学生则减少了对 GenAI 的使用。男生(相对于女生)使用GenAI的频率更高。学生们更喜欢允许使用GenAI但也为其使用设定明确界限的机构政策。调查和案例研究的结果表明,机构应制定政策,为GenAI的使用设定明确的界限,同时鼓励和培训教师将GenAI纳入课堂作业。原创性/价值本研究深入了解了学生对 GenAI 的使用情况,探讨了预测其使用情况的因素,为教育机构提供了政策建议,并提供了将 GenAI 纳入课堂作业的模板。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An investigation of generative AI in the classroom and its implications for university policy

Purpose

The emergence of widely available Generative Artificial Intelligence (GenAI) tools, such as ChatGPT, presents both opportunities and threats for higher education. This study aims to investigate the factors that influence students’ current use of GenAI and students’ perceptions of how GenAI can facilitate learning, as well as informs recommendations for institutional policies related to GenAI.

Design/methodology/approach

A mixed-method approach was used. A survey of undergraduate business students was followed by a case study that required students to use GenAI as part of a homework assignment and then reflect on their learning experience.

Findings

Students used GenAI more frequently when they perceived that it helped their learning outcomes and when it was perceived as a social norm. Conversely, the perception that GenAI was cheating reduced its usage. Male (vs female) students used GenAI more frequently. Students preferred institutional policies that allowed the use of GenAI but also set clear boundaries for its use. They reported that the assignment that required the use of GenAI enhanced their learning experience.

Practical implications

Results from the survey and case study imply that institutions should set policies establishing clear boundaries for the use of GenAI while encouraging and training faculty to incorporate GenAI into classroom assignments. Doing so can facilitate student learning and train students on an important technology that prepares them for the workforce.

Originality/value

This study provides insight into students’ usage of GenAI, explores factors that predict its usage, provides policy recommendations for educational institutions and offers a template for incorporating GenAI into classroom assignments.

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来源期刊
QUALITY ASSURANCE IN EDUCATION
QUALITY ASSURANCE IN EDUCATION EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
3.10
自引率
20.00%
发文量
47
期刊介绍: QAE publishes original empirical or theoretical articles on Quality Assurance issues, including dimensions and indicators of Quality and Quality Improvement, as applicable to education at all levels, including pre-primary, primary, secondary, higher and professional education. Periodically, QAE also publishes systematic reviews, research syntheses and assessment policy articles on topics of current significance. As an international journal, QAE seeks submissions on topics that have global relevance. Article submissions could pertain to the following areas integral to QAE''s mission: -organizational or program development, change and improvement -educational testing or assessment programs -evaluation of educational innovations, programs and projects -school efficiency assessments -standards, reforms, accountability, accreditation, and audits in education -tools, criteria and methods for examining or assuring quality
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