生成人工智能能彻底改变高等教育的学术技能发展吗?系统文献综述

IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Kangwa Daniel, Msafiri Mgambi Msambwa, Zhang Wen
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引用次数: 0

摘要

本系统综述调查了生成式人工智能(GenAI)工具对高等教育中学术技能发展的影响。该报告分析了2021年至2024年间发表的158项研究,重点关注了GenAI工具对认知、技术和人际交往能力发展的影响。结果显示,94%的抽样研究报告称,在个性化学习和反馈的推动下,认知技能(如批判性思维、解决问题、分析和元认知能力)有了显著提高。事实上,在研究(24%)、写作(26%)、数据分析(33%)和技术素养(18%)方面报告了技术技能的发展。此外,研究发现,GenAI工具通过培养互动和吸引人的学习环境来提高人际交往能力,在沟通(24%)、组织(26%)、同理心(5%)和团队合作(45%)方面有显著的技能发展。因此,本综述强调了道德和负责任地使用GenAI工具、持续监测和积极的利益相关者参与的重要性,以最大限度地提高其在高等教育中发展认知、技术和人际关系技能的益处。他们通过培养批判性思维,提高技术水平,促进有效的沟通和团队合作,为学术进步提供了一个有前途的途径。因此,GenAI工具显著提高了学术技能;然而,它们的整合需要一个健全的道德框架和对其长期影响的持续审查。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Can Generative AI Revolutionise Academic Skills Development in Higher Education? A Systematic Literature Review

This systematic review investigates the impact of generative artificial intelligence (GenAI) tools on developing academic skills in higher education. Analysing 158 studies published between 2021 and 2024, it focuses on the impact of GenAI tools on the development of cognitive, technical and interpersonal skills. The results reveal that 94% of the sampled studies reported significant improvements in cognitive skills, like critical thinking, problem-solving, analytical and metacognitive abilities, facilitated by personalised learning and feedback. Indeed, the development of technical skills was reported in research (24%), writing (26%), data analysis (33%) and technical literacy (18%). Additionally, GenAI tools were found to promote interpersonal skills by fostering interactive and engaging learning environments, with notable skills development in communication (24%), organisation (26%), empathy (5%) and teamwork (45%). Hence, this review underscores the importance of ethical and responsible use of GenAI tools, ongoing monitoring and active stakeholder engagement to maximise their benefits in developing cognitive, technical and interpersonal skills in higher education. They offer a promising avenue for academic advancement by fostering critical thinking, enhancing technical proficiency and promoting effective communication and teamwork. Therefore, GenAI tools significantly enhance academic skills; however, their integration requires a robust ethical framework and sustained examination of their long-term impacts.

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来源期刊
European Journal of Education
European Journal of Education EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
4.50
自引率
0.00%
发文量
47
期刊介绍: The prime aims of the European Journal of Education are: - To examine, compare and assess education policies, trends, reforms and programmes of European countries in an international perspective - To disseminate policy debates and research results to a wide audience of academics, researchers, practitioners and students of education sciences - To contribute to the policy debate at the national and European level by providing European administrators and policy-makers in international organisations, national and local governments with comparative and up-to-date material centred on specific themes of common interest.
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