More Voices Persuade: The Attentional Benefits of Voice Numerosity

IF 5.1 1区 管理学 Q1 BUSINESS Journal of Marketing Research Pub Date : 2022-10-07 DOI:10.1177/00222437221134115
Hannah H. Chang, A. Mukherjee, Amitava Chattopadhyay
{"title":"More Voices Persuade: The Attentional Benefits of Voice Numerosity","authors":"Hannah H. Chang, A. Mukherjee, Amitava Chattopadhyay","doi":"10.1177/00222437221134115","DOIUrl":null,"url":null,"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.","PeriodicalId":48465,"journal":{"name":"Journal of Marketing Research","volume":"60 1","pages":"687 - 706"},"PeriodicalIF":5.1000,"publicationDate":"2022-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Marketing Research","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1177/00222437221134115","RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS","Score":null,"Total":0}
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.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
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.
期刊最新文献
EXPRESS: Who Shares Fake News? Uncovering Insights from Social Media Users' Post Histories EXPRESS: Monitoring Technologies in Industrial Systems EXPRESS: How Listening versus Reading Alters Consumers’ Interpretations of News EXPRESS: The Closing-the-Gap Effect: Joint Evaluation Leads Donors to Help Charities Farther from Their Goal EXPRESS: Zooming in on the Very Early Days: The Role of Trademark Applications in the Acquisition of Venture Capital Seed Funding
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1