自动化在未来的公共行政期刊同行评审过程中可能发挥什么作用?

IF 2.1 4区 管理学 Q2 PUBLIC ADMINISTRATION Australian Journal of Public Administration Pub Date : 2023-10-09 DOI:10.1111/1467-8500.12611
Helen Dickinson, Catherine Smith
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引用次数: 0

摘要

在期刊上发表文章对公共行政领域的知识创造和个人职业发展至关重要。每年都有更多的文章进入期刊出版系统,而对于编辑来说,找到审稿人变得越来越困难,也越来越耗时。目前已开发出一系列技术应用,将自动化技术应用于同行评审过程的各个方面,本文将对这些应用进行探讨。我们发现在质量评估和识别潜在审稿人方面有一些潜在的应用前景。在评审过程中取代人类的问题并不那么明确,而且存在加剧该领域不平等的危险。同行评审的价值对于早期职业研究人员和建立公共管理领域的学术团体尤为重要。我们必须认识到这一点,并且不能为了解决目前遇到的一些问题而丧失同行评审过程的积极意义。 给从业人员的建议 学术期刊有助于创造公共管理领域的知识,并在学术人员的职业发展中发挥作用。然而,同行评审过程中也存在一些公认的挑战。 人工智能等技术的最新进展为同行评审的某些相关流程实现自动化提供了可能。 在同行评审流程的某些方面,已经有一些自动化流程可供使用,本文将对这些流程进行探讨。 但在同行评审过程中,自动化不太可能取代人类,因此公共管理界必须重新审视这些流程的重要性,并考虑如何对其进行评估和奖励。
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What roles might automation play in the future of public administration journal peer review processes?

Publishing in journals is crucial in the creation of knowledge within the public administration field and the career advancements of individuals. Each year, more articles enter journal publishing systems, and it is becoming more difficult and time consuming for editors to secure reviewers. A range of technological applications have been developed that apply automation techniques to various aspects of the peer review process and these are explored in this paper. We find some potentially promising applications in terms of assessing aspects of quality and in identifying potential reviewers. The replacement of humans in review processes is less clear cut and there are dangers in exacerbating inequities within the field. The value of peer review is particularly important for early career researchers and building a community of scholarship in the public administration field. It is crucial we recognise this and do not lose positives of peer review processes to address some of the issues currently experienced.

Points for practitioners

  • Academic journals help create knowledge within the field of public administration and play a role in career advancement of individual academics. Yet, there are a number of well-established challenges with peer review processes.
  • Recent advancements in technologies such as Artificial Intelligence offer the potential to automate some processes associated with peer review.
  • Several automation processes are already available and in use around some areas of peer review processes and these are explored in this paper.
  • But it is unlikely that automation will replace humans in peer review processes, and it is important that the public administration community revisits the importance of these processes and considers how these are valued and rewarded.
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来源期刊
CiteScore
4.40
自引率
9.10%
发文量
26
期刊介绍: Aimed at a diverse readership, the Australian Journal of Public Administration is committed to the study and practice of public administration, public management and policy making. It encourages research, reflection and commentary amongst those interested in a range of public sector settings - federal, state, local and inter-governmental. The journal focuses on Australian concerns, but welcomes manuscripts relating to international developments of relevance to Australian experience.
期刊最新文献
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