在合成人工智能生成的文本时实施提高批判性思维能力的拟议框架

IF 3.7 2区 教育学 Q1 Social Sciences Thinking Skills and Creativity Pub Date : 2024-08-08 DOI:10.1016/j.tsc.2024.101619
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引用次数: 0

摘要

自从开放且低成本的生成式人工智能(GenAI)发展以来,高等教育界见证了人工智能生成的文本在学术研究和学术作业中的大量使用,引起了关于这种做法是否构成作弊的持续辩论。虽然学者们认为整合 GenAI 工具可以提高生产率,但批评者担心这种整合会对批判性思维(CrT)产生负面影响。因此,本研究提出了一个框架,以提高学生在综合人工智能生成的信息时的批判性思维能力。该框架以各种理论为基础,包括五个相互关联的阶段(熟悉、概念化、探究、评估和综合)。研究通过两个独立的实验进行。第一个实验(研究 1)验证了建议框架的有效性,为 179 名研究生提供了 CrT 培训。在第二项研究(n = 125)中,还进行了其他实验,以确认该框架在不同情况下的有效性。实验采用前测和后测设计,参与者被随机分配到三组中的一组:实验组 1(接触我们的框架)、实验组 2(接触另一种自我调节学习框架)和对照组(接触非结构化框架)。研究 1 的结果显示,该框架提高了学生合成人工智能生成文本的 CrT 技能。然而,这些CRT技能是通过各种旨在强化学习的严格训练体现出来的。虽然所提出的框架在培养学生的综合技能方面具有相当大的价值,但不同性格特征的学生在这方面存在显著差异。在研究 2 中,事实证明该框架在不同的情境下都是有效的。然而,与其他框架相比,该框架在提高学生自我调节学习的能力方面并没有什么不同。我们讨论了研究结果的意义,并将其推荐给教育工作者,以帮助学生做好准备,迎接人工智能驱动的知识经济的挑战。
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Implementing a proposed framework for enhancing critical thinking skills in synthesizing AI-generated texts

Since the development of open and low-cost generative artificial intelligence (GenAI), the higher education community has witnessed high use of AI-generated texts in scholarly research and academic assignments, attracting ongoing debate about whether such practices constitute cheating. While scholars argue that integrating GenAI tools can enhance productivity, critics raise concerns about the negative effect of such integration on critical thinking (CrT). This study therefore proposed a framework for enhancing students’ CrT skills in synthesizing AI-generated information. The proposed framework is underpinned by various theoretical foundations, encompassing five interconnected step-wise phases (familiarizing, conceptualizing, inquiring, evaluating, and synthesizing). The study was conducted under two separate experiments. The first experiment (Study 1) validated the effectiveness of the proposed framework, providing CrT training to 179 postgraduate students. In the second study (n = 125), additional experiments were undertaken to confirm the effectiveness of the framework in different contexts. An experimental procedure involving pretest and posttest design was implemented wherein participants were randomly allocated to one of three groups: experimental group 1 (exposed to our framework), experimental group 2 (exposed to an alternative self-regulated learning framework), and a control group (exposed to a non-structured framework). Results from Study 1 revealed that the framework enhances students’ CrT skills to synthesize AI-generated texts. However, these CrT skills manifested through various rigorous training aimed at reinforcing learning. While the proposed framework holds considerable value in cultivating CrT skills, significant differences arise across various personality traits. In Study 2, the framework proved to be effective in different contexts. However, it did not make a difference, particularly in its capacity to enhance students’ self-regulated learning compared to other frameworks. We discussed the implications of the findings and recommended it to educators seeking to prepare students for the challenges of the AI-driven knowledge economy.

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来源期刊
Thinking Skills and Creativity
Thinking Skills and Creativity EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
6.40
自引率
16.20%
发文量
172
审稿时长
76 days
期刊介绍: Thinking Skills and Creativity is a new journal providing a peer-reviewed forum for communication and debate for the community of researchers interested in teaching for thinking and creativity. Papers may represent a variety of theoretical perspectives and methodological approaches and may relate to any age level in a diversity of settings: formal and informal, education and work-based.
期刊最新文献
From problem-crumbling to innovation: The design of a comprehensive professional development training programme to enhance creative competence among TEFL educators Educational experiences integrating the arts into teaching practice in primary education in Ecuador Examining the cognitive and affective changes in students through the implementation process of the physics curriculum based on an interdisciplinary context-based learning approach Fostering meta-moral cognitive skills among pre-service teachers using creative problem-solving processes Application of clinical case-guided, task-driven escape room teaching in nursing education: A quasi-experimental study
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