基于社会交换理论的消费者研究五十二年:使用主题建模的回顾与研究议程

IF 8.6 2区 管理学 Q1 BUSINESS
Manit Mishra, Pallabi Mund
{"title":"基于社会交换理论的消费者研究五十二年:使用主题建模的回顾与研究议程","authors":"Manit Mishra,&nbsp;Pallabi Mund","doi":"10.1111/ijcs.13074","DOIUrl":null,"url":null,"abstract":"<p>Social exchange theory (SET) is a leading sociopsychological theory that has enriched understanding of consumers' behavior. In this study, we examine application of SET in consumer research over last 52 years (1971–2022) in terms of predominant topics, publications, outlets, networks, and clusters. We adopt a holistic approach by amalgamating systematic literature review (SLR) using Scientific Procedures and Rationales for SLRs protocol; scientometric analysis utilizing bibliographic coupling and betweenness centrality; and topic modeling employing latent Dirichlet allocation. Based on text analysis of 215 full research papers, the study extracts five predominant areas of extant consumer research leveraging SET: (1) relationship marketing, (2) collaborative consumption, (3) gifting behavior, (4) brand experience, and (5) tourism and hospitality. Scientometric mapping reveals six cohesive clusters and identifies seminal studies in SET-based consumer research. Building upon the insights, the article concludes by presenting agenda for future research.</p>","PeriodicalId":48192,"journal":{"name":"International Journal of Consumer Studies","volume":"48 4","pages":""},"PeriodicalIF":8.6000,"publicationDate":"2024-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fifty-two years of consumer research based on social exchange theory: A review and research agenda using topic modeling\",\"authors\":\"Manit Mishra,&nbsp;Pallabi Mund\",\"doi\":\"10.1111/ijcs.13074\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Social exchange theory (SET) is a leading sociopsychological theory that has enriched understanding of consumers' behavior. In this study, we examine application of SET in consumer research over last 52 years (1971–2022) in terms of predominant topics, publications, outlets, networks, and clusters. We adopt a holistic approach by amalgamating systematic literature review (SLR) using Scientific Procedures and Rationales for SLRs protocol; scientometric analysis utilizing bibliographic coupling and betweenness centrality; and topic modeling employing latent Dirichlet allocation. Based on text analysis of 215 full research papers, the study extracts five predominant areas of extant consumer research leveraging SET: (1) relationship marketing, (2) collaborative consumption, (3) gifting behavior, (4) brand experience, and (5) tourism and hospitality. Scientometric mapping reveals six cohesive clusters and identifies seminal studies in SET-based consumer research. Building upon the insights, the article concludes by presenting agenda for future research.</p>\",\"PeriodicalId\":48192,\"journal\":{\"name\":\"International Journal of Consumer Studies\",\"volume\":\"48 4\",\"pages\":\"\"},\"PeriodicalIF\":8.6000,\"publicationDate\":\"2024-06-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Consumer Studies\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/ijcs.13074\",\"RegionNum\":2,\"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":"International Journal of Consumer Studies","FirstCategoryId":"91","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/ijcs.13074","RegionNum":2,"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: 0

摘要

社会交换理论(SET)是一种领先的社会心理学理论,它丰富了人们对消费者行为的理解。在本研究中,我们从主要课题、出版物、渠道、网络和集群等方面考察了过去 52 年(1971-2022 年)中 SET 在消费者研究中的应用。我们采用了一种综合方法,将系统性文献综述(SLR)与科学程序和 SLR 协议理由相结合;将科学计量学分析与书目耦合和间度中心性相结合;将主题建模与潜在 Dirichlet 分配相结合。在对 215 篇完整研究论文进行文本分析的基础上,研究利用 SET 提取了现存消费者研究的五个主要领域:(1) 关系营销,(2) 协作消费,(3) 馈赠行为,(4) 品牌体验,以及 (5) 旅游和酒店业。科学计量制图揭示了六个具有凝聚力的集群,并确定了基于 SET 的消费者研究中的开创性研究。文章以这些见解为基础,最后提出了未来研究的议程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fifty-two years of consumer research based on social exchange theory: A review and research agenda using topic modeling

Social exchange theory (SET) is a leading sociopsychological theory that has enriched understanding of consumers' behavior. In this study, we examine application of SET in consumer research over last 52 years (1971–2022) in terms of predominant topics, publications, outlets, networks, and clusters. We adopt a holistic approach by amalgamating systematic literature review (SLR) using Scientific Procedures and Rationales for SLRs protocol; scientometric analysis utilizing bibliographic coupling and betweenness centrality; and topic modeling employing latent Dirichlet allocation. Based on text analysis of 215 full research papers, the study extracts five predominant areas of extant consumer research leveraging SET: (1) relationship marketing, (2) collaborative consumption, (3) gifting behavior, (4) brand experience, and (5) tourism and hospitality. Scientometric mapping reveals six cohesive clusters and identifies seminal studies in SET-based consumer research. Building upon the insights, the article concludes by presenting agenda for future research.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
13.60
自引率
23.20%
发文量
119
期刊介绍: The International Journal of Consumer Studies is a scholarly platform for consumer research, welcoming academic and research papers across all realms of consumer studies. Our publication showcases articles of global interest, presenting cutting-edge research from around the world.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信