Authors, wordsmiths and ghostwriters: Early career researchers' responses to artificial intelligence

IF 2.4 3区 管理学 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Learned Publishing Pub Date : 2024-12-24 DOI:10.1002/leap.1652
David Clark, David Nicholas, Marzena Swigon, Abdullah Abrizah, Blanca Rodríguez-Bravo, Jorge Revez, Eti Herman, Jie Xu, Anthony Watkinson
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Abstract

Presents the results of a study of the impact of artificial intelligence on early career researchers (ECRs). An important group to study because their millennial mindset may render them especially open to AI. We provide empirical data and a validity check of the numerous publications providing forecasts and prognostications. This interview-based study—part of the Harbingers project on ECRs—covers a convenience sample of 91 ECRs from all fields and seven countries using both qualitative and quantitative data to view the AI experience, engagement, utility, attitudes and representativeness of ECRs. We find that: (1) ECRs exhibit mostly limited or moderate levels of experience; (2) in regard to engagement and usage there is a divide with some ECRs exhibiting little or none and others enthusiastically using AI; (3) ECRs do not think they are unrepresentative when compared to their colleagues; (4) ECRs who score highly on these measures tend to be computer scientists, but not exclusively so; (5) the main concerns regarding AI were around authenticity, especially plagiarism; (6) a major attraction of AI is the automation of ‘wordsmithing’; the process and technique of composition and writing.

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作家、文字大师和代笔作家:早期职业研究人员对人工智能的反应
介绍了一项关于人工智能对早期职业研究人员(ecr)影响的研究结果。这是一个值得研究的重要群体,因为他们的千禧一代心态可能会使他们对人工智能特别开放。我们提供的经验数据和有效性检查的众多出版物提供预测和预测。这项基于访谈的研究是“先驱”项目关于ECRs的一部分,涵盖了来自所有领域和七个国家的91个ECRs的方便样本,使用定性和定量数据来查看ECRs的人工智能经验、参与度、效用、态度和代表性。我们发现:(1)ecr大多表现出有限或中等水平的经验;(2)在参与度和使用方面存在分歧,一些ecr很少或根本没有使用人工智能,而另一些ecr则热情地使用人工智能;(3)与同事相比,ecr并不认为自己不具有代表性;(4)在这些指标上得分较高的ecr往往是计算机科学家,但并非全是;(5)人工智能的主要问题是真实性,尤其是抄袭;(6)人工智能的一个主要吸引力是“文字锻造”的自动化;写作和写作的过程和技巧。
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来源期刊
Learned Publishing
Learned Publishing INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
4.40
自引率
17.90%
发文量
72
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