Artificial intelligence and value co-creation: a review, conceptual framework and directions for future research

IF 3.9 3区 管理学 Q2 BUSINESS
Baby Chandra, Zillur Rahman
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引用次数: 0

Abstract

Purpose

Artificial intelligence (AI) has a significant impact on value co-creation (VCC). However, a study providing a comprehensive summary of the current state of the art and common ground of the two fields is missing. The current study aims to fill this gap by conceptualizing the role of AI in VCC and customer decision-making.

Design/methodology/approach

The study reviews literature on VCC and AI together, including a total of 108 articles. To bring the literature together, the authors adopted the antecedents-mediators-outcomes framework and narrative approach that helped them develop a framework by integrating the antecedents, mediators and outcomes of AI-facilitated VCC. Furthermore, the authors also operationalized existing literature to facilitate an understanding of the role of AI in customer decision-making.

Findings

The study, in addition to identifying the common theoretical grounds of VCC and AI (human behavior, cognition and social interactions), operationalizes AI functionality, its characteristics and customer characteristics as the antecedents of AI-facilitated VCC. Moreover, based on literature, on the continuum of low-to-high involvement, four types of decision-making were identified as mediator of the relationship between AI characteristics, customer characteristics and VCC. Additionally, the authors found different categorizations of AI in literature as archetypes to support various forms of VCC.

Originality/value

The study contributes to the literature of VCC and AI by construing a comprehensive framework for analyzing AI's impact on VCC, envisioning customer–AI interaction as continual exchange of advantages in which characteristics of AI and customers play a critical role in customer decision-making and shaping VCC.

人工智能与价值共创:综述、概念框架及未来研究方向
人工智能(AI)对价值共同创造(VCC)产生了重大影响。然而,目前还没有一项研究对这两个领域的现状和共同点进行全面的总结。目前的研究旨在通过概念化人工智能在VCC和客户决策中的作用来填补这一空白。设计/方法学/方法本研究综合综述了VCC和AI的相关文献,共108篇。为了将文献整合在一起,作者采用了前因-中介-结果框架和叙事方法,通过整合人工智能促进的VCC的前因、中介和结果,帮助他们开发了一个框架。此外,作者还运用了现有文献,以促进对人工智能在客户决策中的作用的理解。该研究除了确定VCC和人工智能(人类行为、认知和社会互动)的共同理论基础外,还将人工智能功能、其特征和客户特征作为人工智能促进的VCC的前提进行了操作。此外,基于文献,在低至高参与的连续体上,发现四种类型的决策是人工智能特征、顾客特征和VCC之间关系的中介。此外,作者还在文献中发现了不同的人工智能分类作为支持各种形式的VCC的原型。独创性/价值本研究通过构建一个全面的框架来分析人工智能对VCC的影响,将客户与人工智能的互动设想为持续的优势交换,其中人工智能和客户的特征在客户决策和塑造VCC中发挥关键作用,从而为VCC和人工智能的文献做出了贡献。
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
CiteScore
8.00
自引率
15.20%
发文量
29
期刊介绍: Formerly known as Managing Service Quality – Impact Factor: 1.286 (2015) – the Journal of Service Theory and Practice (JSTP) aims to publish research in the field of service management that not only makes a theoretical contribution to the service literature, but also scrutinizes and helps improve industry practices by offering specific recommendations and action plans to practitioners. Recognizing the importance of the service sector across the globe, the journal encourages submissions from and/or studying issues from around the world. JSTP gives prominence to research based on real world data, be it quantitative or qualitative. The journal also encourages the submission of strong conceptual and theoretical papers that make a substantive contribution to the scholarly literature in service management. JSTP publishes double-blind peer reviewed papers and encourages submissions from both academics and practitioners. The changing social structures and values, as well as new developments in economic, political, and technological fields are creating sea-changes in the philosophy, strategic aims, operational practices, and structures of many organizations. These changes are particularly relevant to the service sector, as public demand for high standards increases, and organizations fight for both market share and public credibility. The journal specifically addresses solutions to these challenges from a global, multi-cultural, and multi-disciplinary perspective.
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