A ChatGPT Assisted Reading Protocol for Undergraduate Research Students Engaging with Biophysics Literature

Marcus Sambar, Gonzalo R. Vázquez, Anne V. Vázquez, Frank X. Vázquez
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Abstract

A major challenge for undergraduate students engaged in research is reading scientific literature. This is especially true for students engaged in biophysics research, where many of the concepts, definitions, and experimental methodologies discussed may be beyond the material covered in standard undergraduate courses. Without specific guidance on how to read journal articles, students can become overwhelmed, which may lead to students reading fewer papers and not engaging with the scientific literature related to their research. To help undergraduate students effectively engage with scientific papers, we have developed a guided reading protocol that combines pre-reading strategies, structured notetaking, and the use of ChatGPT. Using ChatGPT in this protocol allows students to clarify unfamiliar terms and concepts in an interactive way that helps them to integrate the paper's content into their own understanding. To test the impact of this protocol, participants in this study were given an initial survey to determine their comfort and experience with reading scientific literature. After this they were given an abridged biophysics paper and the ChatGPT assisted guided reading protocol. The ChatGPT transcripts were analyzed using open coding and the students were given a post-study survey to determine how they felt about their experience using ChatGPT. We found that most students do not appear to engage with the literature regularly, which may be due to barriers they encounter in terms of new and unknown content. Analyzing their conversations with the chatbot, we observed that students asked for definitions, explanations of unknown concepts, summaries of text or their own understanding, and simplifications of the text. Overall, students reported in the post-implementation survey that using ChatGPT was a positive experience and all students reported that they expected to use ChatGPT in the future when reading scientific literature. From this work, we believe that this new chatbot assisted reading protocol may be a way to keep novice biophysics students from becoming discouraged when they begin reading scientific literature and help keep them engaged with the current literature in the field.
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针对本科生研究学生参与生物物理学文献阅读的 ChatGPT 辅助阅读协议
对于从事科研工作的本科生来说,阅读科学文献是一大挑战。对于从事生物物理研究的学生来说尤其如此,因为其中讨论的许多概念、定义和实验方法可能超出了标准本科课程所涵盖的材料。如果没有关于如何阅读期刊论文的具体指导,学生可能会不知所措,这可能会导致学生阅读较少的论文,并且不参与与其研究相关的科学文献。为了帮助本科生有效地阅读科学论文,我们开发了一套导读方案,将预读策略、结构化笔记和 ChatGPT 的使用结合起来。在该方案中使用 ChatGPT 可以让学生以互动的方式澄清不熟悉的术语和概念,帮助他们将论文内容融入自己的理解中。为了测试该协议的效果,本研究的参与者接受了一项初步调查,以确定他们在阅读科学文献方面的舒适度和经验。之后,他们收到了一篇生物物理学论文节选和 ChatGPT 辅助导读协议。我们使用开放式编码对 ChatGPT 的记录进行了分析,并向学生发放了一份学习后调查表,以了解他们对使用 ChatGPT 的感受。我们发现,大多数学生似乎并不经常接触文学作品,这可能是由于他们在新的未知内容方面遇到了障碍。通过分析他们与聊天机器人的对话,我们发现学生们会询问定义、对未知概念的解释、对文本的总结或他们自己的理解,以及对文本的简化。总的来说,学生们在实施后的调查中表示,使用 ChatGPT 是一种积极的体验,所有学生都表示,他们希望今后在阅读科学文献时使用 ChatGPT。从这项工作中,我们相信这种新的聊天机器人辅助阅读协议可以让生物物理新手学生在开始阅读科学文献时不至于气馁,并帮助他们保持对该领域当前文献的关注。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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