消费者对人工智能生成的慈善捐赠广告的反应

IF 5.4 2区 管理学 Q1 BUSINESS
Luis Arango, S. Singaraju, O. Niininen
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引用次数: 2

摘要

采用人工智能(AI)算法创建的内容,也被称为合成内容,有望在未来几十年从根本上改变广告和营销格局,可能会变得更好。对于广告和市场营销学者和从业者来说,在广泛采用合成内容之前,对消费者如何感知合成内容有扎实的了解是至关重要的。在三项实验研究中,我们测试了慈善捐赠背景下的消费者对人工智能神经网络生成内容的广告信息的反应。我们发现,当潜在的捐赠者知道孩子的脸是由人工智能生成的时候,他们对孩子的脸的反应会有所不同。研究1证实,意识到人脸的虚假或其作为人工智能生成的图像的地位对捐赠意愿有负面影响。这种负面影响是由共情、预期内疚、共情和情绪知觉依次介导的。研究2调查了使用人工智能生成图像的几个动机,并表明使用这些图像的慈善机构可以通过突出其道德动机而受益。最后,研究3显示,在特殊情况下,慈善机构使用人工智能图像被消费者认为是可以接受的,并且可能导致与使用真实图像相似的结果。因此,我们建议谨慎采用合成内容。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Consumer Responses to AI-Generated Charitable Giving Ads
Abstract Content created by employing artificial intelligence (AI) algorithms, also known as synthetic content, promises to radically change the advertising and marketing landscape in the coming decades, presumably for the better. It is fundamental for advertising and marketing scholars and practitioners to have solid knowledge of how synthetic content is perceived by consumers before widespread adoption is promoted. Across three experimental studies we tested how consumers in charitable giving contexts reacted to advertising messages featuring content generated by an AI neural network. We show that potential donors responded differently to children’s faces when they knew they had been generated by AI. Study 1 established that awareness of the falsity of a face or its status as an AI-generated image has a negative impact on donation intentions. This negative impact is serially mediated by empathy and anticipatory guilt and empathy and emotion perception. Study 2 investigated several motives for employing AI-generated images and indicated that charities employing those images can benefit by making their ethical motives salient. Finally, Study 3 revealed that under extraordinary circumstances the use of AI images by charities is considered acceptable by consumers and is likely to lead to similar outcomes as the use of real images. Therefore, we recommend a cautious approach to the adoption of synthetic content.
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来源期刊
CiteScore
11.20
自引率
10.50%
发文量
55
期刊介绍: The Journal of Advertising is the premier journal devoted to the development of advertising theory and its relationship to practice. The major purpose of the Journal is to provide a public forum where ideas about advertising can be expressed. Research dealing with the economic, political, social, and environmental aspects of advertising, and methodological advances in advertising research represent some of the key foci of the Journal. Other topics of interest recently covered by the Journal include the assessment of advertising effectiveness, advertising ethics, and global issues surrounding advertising.
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