医学学生对使用大型语言模型用于教育目的的看法进行定性调查
Himel Mondal1, Juhu Kiran Krushna Karri2, Swaminathan Ramasubramanian3
1Department of Physiology, All India Institute of Medical Sciences, Deoghar, Jharkhand, India.
Advances in physiology education
|October 24, 2024
概括
医学学生发现大型语言模型 (LLM) 对于学习有用,但也对准确性和隐私提出了担忧. 需要培训才能有效地将这些AI工具整合到医学教育中.
科学领域:
- 医学教育 医学教育
- 人工智能的人工智能
- 自然语言处理自然语言处理.
背景情况:
- 基于大型语言模型 (LLM) 的聊天机器人代表了生成人工智能 (AI) 的重大进步.
- 这些人工智能工具具有理解用户输入和生成多样化的输出的能力,在医学教育中提供潜在的应用.
研究的目的:
- 探索和分析印度医学学生关于在他们的教育旅程中利用LLMs的反.
- 从学生的角度来看,从医学课程中识别LLM的感知好处,局限性和最佳整合策略.
主要方法:
- 对印度八个州的25名医学学生进行了深入的开放式采访.
- 利用电话对话进行采访,并使用QDA Miner Lite v.2.0.8.8版本对录音进行转录和主题分析.
- 主题分析确定了与医学教育中LLM使用有关的主要主题和子主题.
主要成果:
- 确定了三个主要主题:使用场景,增强学习和LLMs的局限性.
- 学生使用LLM来澄清复杂的主题,定制答案,多选题,笔记制作和任务简化.
- 欣赏了易于访问,快速澄清疑问,清晰的解释和节省时间的好处,但也对错误的结果,隐私和过度依赖表示担忧.
结论:
- 学生认为LLM具有提高医学教育的巨大潜力.
- 解决可靠性,隐私和促进负责任使用等挑战对于有效的LLM集成至关重要.
- 强调需要专门培训,让学生和教育工作者能够在医学学习环境中利用LLM.
相关概念视频
Surveys
14.7K
Often, psychologists develop surveys as a means of gathering data. Surveys are lists of questions to be answered by research participants, and can be delivered as paper-and-pencil questionnaires, administered electronically, or conducted verbally. Generally, the survey itself can be completed in a short time, and the ease of administering a survey makes it easy to collect data from a large number of people.
14.7K
Barriers to Effective Communication II
3.6K
The barriers to effective communication also include cultural barriers, semantic barriers, gender barriers, and time constraints.
Cultural barriers:
Differences in values, beliefs, religion, knowledge, and tradition can significantly impact communication. Awareness of nonverbal cues is critical, especially when conversing with a patient from a different culture. What appears appropriate in one culture may be inappropriate in another.
Semantic barriers:
As a result of their tendency to use...
Cultural barriers:
Differences in values, beliefs, religion, knowledge, and tradition can significantly impact communication. Awareness of nonverbal cues is critical, especially when conversing with a patient from a different culture. What appears appropriate in one culture may be inappropriate in another.
Semantic barriers:
As a result of their tendency to use...
3.6K
Health Literacy
4.0K
Health literacy is an individual's or a community's capacity to comprehend, receive, read, and use relevant healthcare information and services. The World Health Organization (WHO, 2018) defines health literacy as the cognitive and social skills that determine the ability of individuals to gain access to, understand, and use information in ways that promote and maintain good health. As a result, the WHO helps individuals manage long-term health concerns, participate in preventative...
4.0K
Language and Cognition
329
Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
329


