Exploring the use of ChatGPT in learning and instructing statistics and data analytics

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2024-04-10 DOI:10.1111/test.12367

Yixun Xing

引用次数: 0

Abstract

Generative artificial intelligence (AI) has shown the potential to reshape the world and redefine daily workflows. One specific instance of generative AI, ChatGPT, specializes in understanding natural language and generating human-like conversational text. Its free access, user-friendly interface, and instant feedback have propelled its popularity within and beyond education. Given its extensive knowledge of traditional statistics and contemporary data science, it can be considered for integration into modern statistics education. However, there have been ongoing questions and serious concerns regarding the accuracy and accountability of the responses generated by ChatGPT. This study explores ChatGPT's capabilities in addressing conceptual problems, implementing analytical techniques, and facilitating teaching while considering its disadvantages and ongoing development. With continued practice and deeper insights into this novel technology, its benefits can be cautiously leveraged in teaching and learning activities.

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探索使用 ChatGPT 学习和指导统计与数据分析

生成式人工智能（AI）已显示出重塑世界和重新定义日常工作流程的潜力。ChatGPT 就是生成式人工智能的一个具体实例，它擅长理解自然语言并生成类似人类对话的文本。它的免费访问、用户友好界面和即时反馈使其在教育领域内外大受欢迎。鉴于其对传统统计学和当代数据科学的广泛了解，可以考虑将其融入现代统计学教育中。然而，人们对 ChatGPT 生成的回答的准确性和责任感一直存在疑问和严重担忧。本研究探讨了 ChatGPT 在解决概念问题、实施分析技术和促进教学方面的能力，同时考虑了其缺点和持续发展。随着对这一新颖技术的不断实践和深入了解，可以在教学活动中谨慎地利用其优势。

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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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.