More Voices Persuade: The Attentional Benefits of Voice Numerosity

IF 5.1 1区 管理学 Q1 BUSINESS
Hannah H. Chang, A. Mukherjee, Amitava Chattopadhyay
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引用次数: 3

Abstract

The authors posit that in an initial exposure to a broadcast video, hearing different voices narrate (in succession) a persuasive message encourages consumers’ attention and processing of the message, thereby facilitating persuasion; this is referred to as the voice numerosity effect. Across four studies (plus validation and replication studies)—including two large-scale, real-world data sets (with more than 11,000 crowdfunding videos and over 3.6 million customer transactions, and more than 1,600 video ads) and two controlled experiments (with over 1,800 participants)—the results provide support for the hypothesized effect. The effect (1) has consequential, economic implications in a real-world marketplace, (2) is more pronounced when the message is easier to comprehend, (3) is more pronounced when consumers have the capacity to process the ad message, and (4) is mediated by the favorability of consumers’ cognitive responses. The authors demonstrate the use of machine learning, text mining, and natural language processing to process and analyze unstructured (multimedia) data. Theoretical and marketing implications are discussed.
更多的声音说服:声音数论的注意优势
作者认为,在最初接触广播视频时,听到不同的声音(连续)讲述有说服力的信息会鼓励消费者关注和处理信息,从而促进说服;这被称为语音数字效应。在四项研究(加上验证和复制研究)中,包括两个大规模的真实世界数据集(有11000多个众筹视频和360多万客户交易,以及1600多个视频广告)和两个对照实验(有1800多名参与者),结果为假设的效果提供了支持。这种影响(1)在现实世界的市场中具有相应的经济影响,(2)当信息更容易理解时更明显,(3)当消费者有能力处理广告信息时更明显;(4)由消费者认知反应的好感度介导。作者演示了使用机器学习、文本挖掘和自然语言处理来处理和分析非结构化(多媒体)数据。讨论了理论和营销含义。
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来源期刊
CiteScore
10.30
自引率
6.60%
发文量
79
期刊介绍: JMR is written for those academics and practitioners of marketing research who need to be in the forefront of the profession and in possession of the industry"s cutting-edge information. JMR publishes articles representing the entire spectrum of research in marketing. The editorial content is peer-reviewed by an expert panel of leading academics. Articles address the concepts, methods, and applications of marketing research that present new techniques for solving marketing problems; contribute to marketing knowledge based on the use of experimental, descriptive, or analytical techniques; and review and comment on the developments and concepts in related fields that have a bearing on the research industry and its practices.
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