Generative AI advertisements and Human–AI collaboration: The role of humans as gatekeepers of humanity

IF 13.1 1区 管理学 Q1 BUSINESS
Johnson Clement Madathil
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Abstract

Generative AI technologies are rapidly advancing and are increasingly deployed by firms for marketing purposes. However, research on generative AI in the marketing domain remains limited, particularly regarding the balance of human-AI collaboration in generative AI video advertisements. This study explores and distinguishes between two types of generative AI video ads based on the balance of human-AI collaboration: (1) those featuring human-AI collaborative characters and (2) those comprising solely AI-generated characters. Using the elaboration likelihood model as a lens, this study proposes a conceptual framework with two parallel mediators: one at the cognitive level (perceived creativity) and the other at the emotional level (AI anxiety). A multi-method study was conducted, employing diverse data sources and analytical techniques. In Study 1, we analyze a real-world dataset of generative AI video advertisements on YouTube to identify the distinct types and examine audience reactions. In Study 2, an experimental design is used to causally evaluate the effects of these advertisements on the audience. The results indicate that generative AI advertisements featuring real human-AI character collaborations generate more favorable audience attitudes, as they are perceived to be more creative and evoke lower levels of AI-induced anxiety compared to advertisements composed entirely of AI-generated characters. The study underscores the critical role of humans as gatekeepers of humanity.
生成式人工智能广告与人类-人工智能协作:人类作为人类看门人的角色
生成式人工智能技术正在迅速发展,越来越多的公司将其用于营销目的。然而,在营销领域对生成式人工智能的研究仍然有限,特别是关于生成式人工智能视频广告中人类与人工智能协作的平衡。本研究基于人与人工智能协作的平衡,探索并区分了两种类型的生成式人工智能视频广告:(1)具有人与人工智能协作角色的广告,(2)仅包含人工智能生成角色的广告。本研究以精化可能性模型为视角,提出了一个具有两个平行中介的概念框架:一个在认知层面(感知创造力),另一个在情感层面(人工智能焦虑)。采用多种数据来源和分析技术,进行了多方法研究。在研究1中,我们分析了YouTube上生成式人工智能视频广告的真实数据集,以识别不同的类型并检查观众的反应。在研究2中,使用实验设计来因果评价这些广告对受众的影响。结果表明,与完全由人工智能生成的角色组成的广告相比,以真正的人类与人工智能角色合作为特色的生成式人工智能广告产生了更有利的观众态度,因为它们被认为更具创造性,引起的人工智能引发的焦虑程度更低。这项研究强调了人类作为人类看门人的关键作用。
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
20.40
自引率
14.40%
发文量
340
审稿时长
20 days
期刊介绍: The Journal of Retailing and Consumer Services is a prominent publication that serves as a platform for international and interdisciplinary research and discussions in the constantly evolving fields of retailing and services studies. With a specific emphasis on consumer behavior and policy and managerial decisions, the journal aims to foster contributions from academics encompassing diverse disciplines. The primary areas covered by the journal are: Retailing and the sale of goods The provision of consumer services, including transportation, tourism, and leisure.
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