通过人与人工智能的团队合作,将人工智能融入组织以创造价值:动态能力方法

IF 10.5 1区 管理学 Q1 BUSINESS Journal of Business Research Pub Date : 2024-06-27 DOI:10.1016/j.jbusres.2024.114783
Cristina Simón , Elena Revilla , Maria Jesús Sáenz
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引用次数: 0

摘要

尽管人工智能(AI)的潜力促使其快速融入组织,但我们对如何从这些投资中获取组织价值的了解仍然很少。我们采用一种侧重于团队层面的动态能力方法,研究人类与人工智能如何进行互动,使双方都参与到价值共创的富有成效的对话中。我们的分析基于桑坦德银行全国子公司开发招聘算法的纵向案例。我们的研究结果确定了人类与人工智能团队互动的三个主要方面:实现互操作性、建立信任和产生共同的知识收益。我们详细阐述了通过富有成效的对话创建此类互动时如何提高人工智能价值的一系列命题,为进一步研究团队合作动态开辟了空间,从而将两个代理之间的合作转化为为公司创造价值的源泉。
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Integrating AI in organizations for value creation through Human-AI teaming: A dynamic-capabilities approach

Although the potentialities of artificial intelligence (AI) are motivating its fast integration in organizations, our knowledge on how to capture organizational value out of these investments is still scarce. Relying on an approach to dynamic capabilities that focuses on the team level, we examine how humans and AI create interactions that engage both agents in productive dialogue for value co-creation. Our analysis is based on a longitudinal case of the development of a recruitment algorithm at a national subsidiary of Santander bank. Our results allow to identify three main sets of human-AI teaming interactions: achieving interoperability, building trust, and producing mutual knowledge gains. We elaborate a set of propositions on how the value of AI is increased when such interactions are created through productive dialogue, opening the scope for further research on the teaming dynamics that turn the collaboration between both agents into a source of value creation for companie

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来源期刊
CiteScore
20.30
自引率
10.60%
发文量
956
期刊介绍: The Journal of Business Research aims to publish research that is rigorous, relevant, and potentially impactful. It examines a wide variety of business decision contexts, processes, and activities, developing insights that are meaningful for theory, practice, and/or society at large. The research is intended to generate meaningful debates in academia and practice, that are thought provoking and have the potential to make a difference to conceptual thinking and/or practice. The Journal is published for a broad range of stakeholders, including scholars, researchers, executives, and policy makers. It aids the application of its research to practical situations and theoretical findings to the reality of the business world as well as to society. The Journal is abstracted and indexed in several databases, including Social Sciences Citation Index, ANBAR, Current Contents, Management Contents, Management Literature in Brief, PsycINFO, Information Service, RePEc, Academic Journal Guide, ABI/Inform, INSPEC, etc.
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