Consumer Trust in AI–Human News Collaborative Continuum: Preferences and Influencing Factors by News Production Phases

Steffen Heim, Sylvia Chan-Olmsted
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Abstract

AI has become increasingly relevant to the media sector, especially for news media companies considering the integration of this technology into their production processes. While the application of AI promises productivity gains, the impact on consumers’ perceptions of the resulting news and the level of AI integration accepted by the market has not been well studied. Our research focused on the analysis of news consumers’ preferred level of AI integration, AI news trust, and AI news usage intentions linked to the application of the technology in the discovery/information-gathering and writing/editing phases. By connecting a comprehensive set of factors influencing the perception of news and AI, we approached this gap through structural equation modeling, presenting an overview of consumers’ responses to AI integration into news production processes. Our research showed that while participants generally prefer lower levels of AI integration into both phases of production, news trust and usage intention can even increase as AI enters the production process—as long as humans remain in the lead. These findings provide researchers and news media managers with a first overview of consumers’ responses to news production augmentation and its implications for news perception in the market.
人工智能-人类新闻协同连续体中的消费者信任:新闻生产阶段偏好及其影响因素
人工智能与媒体行业的关系越来越密切,特别是对于那些考虑将这项技术整合到生产流程中的新闻媒体公司。虽然人工智能的应用有望提高生产率,但对消费者对由此产生的新闻的看法以及市场接受的人工智能整合水平的影响尚未得到很好的研究。我们的研究重点是分析新闻消费者对人工智能集成的偏好水平、人工智能新闻信任,以及与发现/信息收集和写作/编辑阶段的技术应用相关的人工智能新闻使用意图。通过将影响新闻和人工智能感知的一系列综合因素联系起来,我们通过结构方程建模来解决这一差距,概述了消费者对人工智能融入新闻生产过程的反应。我们的研究表明,尽管参与者普遍倾向于在两个生产阶段都采用较低水平的人工智能,但随着人工智能进入生产过程,新闻信任和使用意愿甚至会增加——只要人类保持领先地位。这些发现为研究人员和新闻媒体管理者提供了消费者对新闻生产增加的反应及其对市场新闻感知的影响的初步概述。
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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CiteScore
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