Evaluation of ChatGPT's Real-Life Implementation in Undergraduate Dental Education: Mixed Methods Study.

IF 3.2 Q1 EDUCATION, SCIENTIFIC DISCIPLINES JMIR Medical Education Pub Date : 2024-01-31 DOI:10.2196/51344
Argyro Kavadella, Marco Antonio Dias da Silva, Eleftherios G Kaklamanos, Vasileios Stamatopoulos, Kostis Giannakopoulos
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Abstract

Background: The recent artificial intelligence tool ChatGPT seems to offer a range of benefits in academic education while also raising concerns. Relevant literature encompasses issues of plagiarism and academic dishonesty, as well as pedagogy and educational affordances; yet, no real-life implementation of ChatGPT in the educational process has been reported to our knowledge so far.

Objective: This mixed methods study aimed to evaluate the implementation of ChatGPT in the educational process, both quantitatively and qualitatively.

Methods: In March 2023, a total of 77 second-year dental students of the European University Cyprus were divided into 2 groups and asked to compose a learning assignment on "Radiation Biology and Radiation Protection in the Dental Office," working collaboratively in small subgroups, as part of the educational semester program of the Dentomaxillofacial Radiology module. Careful planning ensured a seamless integration of ChatGPT, addressing potential challenges. One group searched the internet for scientific resources to perform the task and the other group used ChatGPT for this purpose. Both groups developed a PowerPoint (Microsoft Corp) presentation based on their research and presented it in class. The ChatGPT group students additionally registered all interactions with the language model during the prompting process and evaluated the final outcome; they also answered an open-ended evaluation questionnaire, including questions on their learning experience. Finally, all students undertook a knowledge examination on the topic, and the grades between the 2 groups were compared statistically, whereas the free-text comments of the questionnaires were thematically analyzed.

Results: Out of the 77 students, 39 were assigned to the ChatGPT group and 38 to the literature research group. Seventy students undertook the multiple choice question knowledge examination, and examination grades ranged from 5 to 10 on the 0-10 grading scale. The Mann-Whitney U test showed that students of the ChatGPT group performed significantly better (P=.045) than students of the literature research group. The evaluation questionnaires revealed the benefits (human-like interface, immediate response, and wide knowledge base), the limitations (need for rephrasing the prompts to get a relevant answer, general content, false citations, and incapability to provide images or videos), and the prospects (in education, clinical practice, continuing education, and research) of ChatGPT.

Conclusions: Students using ChatGPT for their learning assignments performed significantly better in the knowledge examination than their fellow students who used the literature research methodology. Students adapted quickly to the technological environment of the language model, recognized its opportunities and limitations, and used it creatively and efficiently. Implications for practice: the study underscores the adaptability of students to technological innovations including ChatGPT and its potential to enhance educational outcomes. Educators should consider integrating ChatGPT into curriculum design; awareness programs are warranted to educate both students and educators about the limitations of ChatGPT, encouraging critical engagement and responsible use.

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对 ChatGPT 在口腔医学本科教育中的实际应用进行混合方法评估。
背景:最近推出的人工智能工具 ChatGPT 似乎为学术教育带来了一系列好处,同时也引起了人们的关注。相关文献围绕着剽窃和学术不诚实问题以及教学法和教育功能展开,但据我们所知,迄今为止还没有关于 ChatGPT 在教育过程中的实际应用的报道:这项混合方法研究旨在从定量和定性两个方面评估 ChatGPT 在教育过程中的实施情况:2023 年 3 月,塞浦路斯欧洲大学的 77 名二年级牙科学生被分成两组,要求他们以小组为单位合作完成一项关于 "牙科诊所中的辐射生物学和辐射防护 "的学习任务,作为牙颌面放射学模块学期教学计划的一部分。精心策划确保了 ChatGPT 的无缝整合,解决了潜在的挑战。一个小组在互联网上搜索科学资源来完成任务,另一个小组则使用 ChatGPT 来完成任务。两个小组都根据自己的研究制作了 PowerPoint 演示文稿,并在课堂上进行了展示。ChatGPT 小组的学生还记录了在提示过程中与语言模型的所有互动,并对最终结果进行了评估;他们还回答了一份开放式评估问卷,其中包括有关学习体验的问题。最后,所有学生都参加了主题知识考试,并对两组学生的成绩进行了统计比较,同时对问卷中的自由文本评论进行了主题分析:在 77 名学生中,39 人被分配到聊天 GPT 组,38 人被分配到文献研究组。70 名学生参加了 MCQ 知识考试,考试成绩在 0-10 分制的 5-10 分之间。Mann-Whitney 检验表明,ChatGPT 组的学生成绩明显优于文献研究组的学生(P=0.045)。评估问卷显示了 ChatGPT 的优点(类人界面、即时响应、广泛的知识库)、局限性(需要重新措辞才能获得相关答案、内容笼统、错误引用、无法提供图片/视频)和前景(教育、临床实践、继续教育、研究):使用 ChatGPT 完成学习任务的学生在知识考试中的表现明显优于使用文献研究方法的学生。学生们很快适应了语言模型的技术环境,认识到了它的机会和局限性,并创造性地、高效地使用了它。对实践的启示:本研究强调了学生对 ChatGPT 等技术创新的适应能力及其提高教育成果的潜力。教育工作者应考虑将 ChatGPT 整合到课程设计中;有必要开展宣传计划,让学生和教育工作者了解 ChatGPT 的局限性,鼓励学生批判性地参与和负责任地使用 ChatGPT:
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来源期刊
JMIR Medical Education
JMIR Medical Education Social Sciences-Education
CiteScore
6.90
自引率
5.60%
发文量
54
审稿时长
8 weeks
期刊最新文献
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