AI for Management and Organization Research: Examples and Reflections from Project Studies

IF 5.1 2区管理学 Q1 MANAGEMENT

Project Management Journal Pub Date : 2024-07-26 DOI:10.1177/87569728241266938

Joana Geraldi, Giorgio Locatelli, Giacomo Dei, Jonas Söderlund, Stewart Clegg

引用次数: 0

Abstract

We reflect on AI's implications for management and organization research. Advanced language models like ChatGPT can analyze large datasets and generate human-like text, potentially disrupting academic research and knowledge production. While potentially helpful, the technology evokes concerns about, for example, inaccuracies and accountability, inadvertent plagiarism, and confidentiality breaches. We also reflect on potential systemic consequences such as the erosion of creativity, analytical thinking, and the human voice. Overall, our stance is cautious optimism. We require full disclosure regarding AI's role in research, and advocate for maintaining human oversight and critical engagement with AI to preserve the integrity and originality of academic work.

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用于管理和组织研究的人工智能：项目研究的实例与思考

我们思考人工智能对管理和组织研究的影响。像 ChatGPT 这样的高级语言模型可以分析大型数据集并生成类人文本，从而有可能扰乱学术研究和知识生产。虽然这项技术可能有所帮助，但也会引起人们的担忧，例如，不准确性和责任、无意中的剽窃以及违反保密规定等。我们还反思了潜在的系统性后果，如创造力、分析性思维和人类声音的削弱。总的来说，我们持谨慎乐观的态度。我们要求充分披露人工智能在研究中的作用，并主张保持人类对人工智能的监督和批判性参与，以维护学术工作的完整性和原创性。

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

Project Management Journal MANAGEMENT-

CiteScore

9.30

自引率

14.00%

发文量

期刊介绍： Project Management Journal (PMJ) is the academic and research journal of the Project Management Institute and features state-of-the-art research, techniques, theories, and applications in project management. Projects represent a growing population of human activity in large, small, private, and public organizations. Projects are used to execute and sustain today's organizational activities. They play a fundamental role as the engine of tomorrow's innovation, value creation, and strategic change. However, projects often fail to deliver their promise. PMJ addresses these multiple challenges and opportunities by encouraging the development and application of novel theories, concepts, frameworks, research methods, and designs. PMJ embraces contributions both from within and beyond project management to augment and transform theory and practice.

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