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医学生对 ChatGPT 和人工智能的体验和看法:一项横断面研究。

Medical Student Experiences and Perceptions of ChatGPT and Artificial Intelligence: Cross-Sectional Study.

机构信息

Khalifa University College of Medicine and Health Sciences, Abu Dhabi, United Arab Emirates.

Department of Medical Science, Khalifa University College of Medicine and Health Sciences, Abu Dhabi, United Arab Emirates.

出版信息

JMIR Med Educ. 2023 Dec 22;9:e51302. doi: 10.2196/51302.

Abstract

BACKGROUND

Artificial intelligence (AI) has the potential to revolutionize the way medicine is learned, taught, and practiced, and medical education must prepare learners for these inevitable changes. Academic medicine has, however, been slow to embrace recent AI advances. Since its launch in November 2022, ChatGPT has emerged as a fast and user-friendly large language model that can assist health care professionals, medical educators, students, trainees, and patients. While many studies focus on the technology's capabilities, potential, and risks, there is a gap in studying the perspective of end users.

OBJECTIVE

The aim of this study was to gauge the experiences and perspectives of graduating medical students on ChatGPT and AI in their training and future careers.

METHODS

A cross-sectional web-based survey of recently graduated medical students was conducted in an international academic medical center between May 5, 2023, and June 13, 2023. Descriptive statistics were used to tabulate variable frequencies.

RESULTS

Of 325 applicants to the residency programs, 265 completed the survey (an 81.5% response rate). The vast majority of respondents denied using ChatGPT in medical school, with 20.4% (n=54) using it to help complete written assessments and only 9.4% using the technology in their clinical work (n=25). More students planned to use it during residency, primarily for exploring new medical topics and research (n=168, 63.4%) and exam preparation (n=151, 57%). Male students were significantly more likely to believe that AI will improve diagnostic accuracy (n=47, 51.7% vs n=69, 39.7%; P=.001), reduce medical error (n=53, 58.2% vs n=71, 40.8%; P=.002), and improve patient care (n=60, 65.9% vs n=95, 54.6%; P=.007). Previous experience with AI was significantly associated with positive AI perception in terms of improving patient care, decreasing medical errors and misdiagnoses, and increasing the accuracy of diagnoses (P=.001, P<.001, P=.008, respectively).

CONCLUSIONS

The surveyed medical students had minimal formal and informal experience with AI tools and limited perceptions of the potential uses of AI in health care but had overall positive views of ChatGPT and AI and were optimistic about the future of AI in medical education and health care. Structured curricula and formal policies and guidelines are needed to adequately prepare medical learners for the forthcoming integration of AI in medicine.

摘要

背景

人工智能(AI)有可能彻底改变医学学习、教学和实践的方式,医学教育必须使学习者为这些不可避免的变化做好准备。然而,学术医学一直对最近的 AI 进步反应迟缓。自 2022 年 11 月推出以来,ChatGPT 已成为一种快速且用户友好的大型语言模型,可帮助医疗保健专业人员、医学教育工作者、学生、受训者和患者。虽然许多研究都集中在该技术的功能、潜力和风险上,但在研究终端用户的观点方面存在差距。

目的

本研究旨在评估最近毕业的医学生在培训和未来职业生涯中对 ChatGPT 和 AI 的体验和看法。

方法

2023 年 5 月 5 日至 6 月 13 日,在一家国际学术医疗中心对最近毕业的医学生进行了一项横断面网络调查。使用描述性统计方法对变量频率进行制表。

结果

在申请住院医师项目的 325 名申请人中,有 265 名完成了调查(应答率为 81.5%)。绝大多数受访者否认在医学院使用过 ChatGPT,其中 20.4%(n=54)用于帮助完成书面评估,只有 9.4%(n=25)在临床工作中使用该技术。更多的学生计划在住院医师期间使用它,主要用于探索新的医学主题和研究(n=168,63.4%)和考试准备(n=151,57%)。男性学生更有可能相信 AI 将提高诊断准确性(n=47,51.7%比 n=69,39.7%;P=.001)、减少医疗错误(n=53,58.2%比 n=71,40.8%;P=.002)和改善患者护理(n=60,65.9%比 n=95,54.6%;P=.007)。之前有 AI 经验与对 AI 改善患者护理、减少医疗错误和误诊以及提高诊断准确性的积极看法显著相关(P=.001、P<.001、P=.008)。

结论

调查的医学生对 AI 工具的正式和非正式经验有限,对 AI 在医疗保健中的潜在用途的看法有限,但总体上对 ChatGPT 和 AI 持积极态度,并对 AI 在医学教育和医疗保健中的未来充满信心。需要制定结构化课程和正式政策及准则,使医学学习者为即将到来的 AI 在医学中的整合做好充分准备。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e868/10770787/a7e592e81722/mededu_v9i1e51302_fig1.jpg

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