{"title":"(面部情绪与文本情绪之间的(错误)吻合及其对在线众包平台中捐赠者参与行为的影响","authors":"Elham Yazdani, Anindita Chakravarty, Jeff Inman","doi":"10.1007/s11747-024-01002-3","DOIUrl":null,"url":null,"abstract":"<p>Although textual and facial emotion expressions in prosocial appeals have been studied separately in past research, there has been little work on the misalignment (compared to alignment) between them. Using a multi-method approach comprising experiments and panel data of 6,098 crowdfunding projects from Gofundme, we investigate how emotions expressed in the cover image and the project description interact to increase potential donors’ engagement as measured by metrics relevant to the platform, i.e., donation amount per donor. More specifically, we focus on the misalignment (vs. alignment) between happy and sad facial expressions in images and the positive and negative emotions in the project description. Our empirical analysis shows that misalignment scenarios have a bigger positive impact on the donor’s contributed amount, compared to alignment scenarios. We also show that such a relative impact is heterogeneous and differs based on expressed urgency, beneficiary age, and progress towards donation goal. We make a theoretical contribution via assessing the extent of cognitive processing in misalignment vs alignment cases. We propose situations with a tradeoff such that the extent of cognitive processing of multimodal information content can be reduced due to simultaneous activation of affective processing. Our research provides strategic recommendations for platforms to increase donors’ engagement and platform revenue management.</p>","PeriodicalId":17194,"journal":{"name":"Journal of the Academy of Marketing Science","volume":"3 1","pages":""},"PeriodicalIF":9.5000,"publicationDate":"2024-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"(Mis)alignment between facial and textual emotions and its effects on donors engagement behavior in online crowdsourcing platforms\",\"authors\":\"Elham Yazdani, Anindita Chakravarty, Jeff Inman\",\"doi\":\"10.1007/s11747-024-01002-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Although textual and facial emotion expressions in prosocial appeals have been studied separately in past research, there has been little work on the misalignment (compared to alignment) between them. Using a multi-method approach comprising experiments and panel data of 6,098 crowdfunding projects from Gofundme, we investigate how emotions expressed in the cover image and the project description interact to increase potential donors’ engagement as measured by metrics relevant to the platform, i.e., donation amount per donor. More specifically, we focus on the misalignment (vs. alignment) between happy and sad facial expressions in images and the positive and negative emotions in the project description. Our empirical analysis shows that misalignment scenarios have a bigger positive impact on the donor’s contributed amount, compared to alignment scenarios. We also show that such a relative impact is heterogeneous and differs based on expressed urgency, beneficiary age, and progress towards donation goal. We make a theoretical contribution via assessing the extent of cognitive processing in misalignment vs alignment cases. We propose situations with a tradeoff such that the extent of cognitive processing of multimodal information content can be reduced due to simultaneous activation of affective processing. Our research provides strategic recommendations for platforms to increase donors’ engagement and platform revenue management.</p>\",\"PeriodicalId\":17194,\"journal\":{\"name\":\"Journal of the Academy of Marketing Science\",\"volume\":\"3 1\",\"pages\":\"\"},\"PeriodicalIF\":9.5000,\"publicationDate\":\"2024-01-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of the Academy of Marketing Science\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://doi.org/10.1007/s11747-024-01002-3\",\"RegionNum\":1,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the Academy of Marketing Science","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1007/s11747-024-01002-3","RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS","Score":null,"Total":0}
(Mis)alignment between facial and textual emotions and its effects on donors engagement behavior in online crowdsourcing platforms
Although textual and facial emotion expressions in prosocial appeals have been studied separately in past research, there has been little work on the misalignment (compared to alignment) between them. Using a multi-method approach comprising experiments and panel data of 6,098 crowdfunding projects from Gofundme, we investigate how emotions expressed in the cover image and the project description interact to increase potential donors’ engagement as measured by metrics relevant to the platform, i.e., donation amount per donor. More specifically, we focus on the misalignment (vs. alignment) between happy and sad facial expressions in images and the positive and negative emotions in the project description. Our empirical analysis shows that misalignment scenarios have a bigger positive impact on the donor’s contributed amount, compared to alignment scenarios. We also show that such a relative impact is heterogeneous and differs based on expressed urgency, beneficiary age, and progress towards donation goal. We make a theoretical contribution via assessing the extent of cognitive processing in misalignment vs alignment cases. We propose situations with a tradeoff such that the extent of cognitive processing of multimodal information content can be reduced due to simultaneous activation of affective processing. Our research provides strategic recommendations for platforms to increase donors’ engagement and platform revenue management.
期刊介绍:
JAMS, also known as The Journal of the Academy of Marketing Science, plays a crucial role in bridging the gap between scholarly research and practical application in the realm of marketing. Its primary objective is to study and enhance marketing practices by publishing research-driven articles.
When manuscripts are submitted to JAMS for publication, they are evaluated based on their potential to contribute to the advancement of marketing science and practice.