Anuja Shukla, Anubhav Mishra, Nripendra P. Rana, Sohom Banerjee
{"title":"采用元数据的未来:采用文本挖掘方法的行为推理视角","authors":"Anuja Shukla, Anubhav Mishra, Nripendra P. Rana, Sohom Banerjee","doi":"10.1002/cb.2336","DOIUrl":null,"url":null,"abstract":"<p>Metaverse is portrayed as the next significant technology innovation with an estimated market opportunity of US $800 billion. Metaverse offers numerous opportunities and an unmatchable user experience, yet its acceptance among the masses is still a long way off. Moreover, within 2 years of its existence and grandiose hype about a huge market potential, the current business sentiments are not so hopeful. Despite the positive and encouraging feedback, the reasons behind the limited success of the metaverse need scientific exploration. This study uses netnography to collect online data from 751 articles (news articles, expert opinions, perspectives, and blogs). Further, we use the text-mining method of structural topic modeling to generate insights from the text data and perform a sentiment analysis. The identified topics are mapped and explained using the behavioral reasoning theory to highlight “reasons for” and “reasons against” metaverse adoption. The study's findings identify flexibility, brand experience, human centricity, and virtual retail experience as enablers of acceptance of the metaverse, while regulatory issues, usage barriers, financial investment, and skepticism act as barriers to adopting the metaverse. Further, social adventure and social influence were identified as enablers categorized under subjective norms. This study contributes to the scarce literature on metaverse adoption and offers actionable insights to marketers to craft marketing strategies to benefit from the metaverse.</p>","PeriodicalId":48047,"journal":{"name":"Journal of Consumer Behaviour","volume":null,"pages":null},"PeriodicalIF":4.4000,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The future of metaverse adoption: A behavioral reasoning perspective with a text-mining approach\",\"authors\":\"Anuja Shukla, Anubhav Mishra, Nripendra P. Rana, Sohom Banerjee\",\"doi\":\"10.1002/cb.2336\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Metaverse is portrayed as the next significant technology innovation with an estimated market opportunity of US $800 billion. Metaverse offers numerous opportunities and an unmatchable user experience, yet its acceptance among the masses is still a long way off. Moreover, within 2 years of its existence and grandiose hype about a huge market potential, the current business sentiments are not so hopeful. Despite the positive and encouraging feedback, the reasons behind the limited success of the metaverse need scientific exploration. This study uses netnography to collect online data from 751 articles (news articles, expert opinions, perspectives, and blogs). Further, we use the text-mining method of structural topic modeling to generate insights from the text data and perform a sentiment analysis. The identified topics are mapped and explained using the behavioral reasoning theory to highlight “reasons for” and “reasons against” metaverse adoption. The study's findings identify flexibility, brand experience, human centricity, and virtual retail experience as enablers of acceptance of the metaverse, while regulatory issues, usage barriers, financial investment, and skepticism act as barriers to adopting the metaverse. Further, social adventure and social influence were identified as enablers categorized under subjective norms. This study contributes to the scarce literature on metaverse adoption and offers actionable insights to marketers to craft marketing strategies to benefit from the metaverse.</p>\",\"PeriodicalId\":48047,\"journal\":{\"name\":\"Journal of Consumer Behaviour\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2024-04-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Consumer Behaviour\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/cb.2336\",\"RegionNum\":3,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Consumer Behaviour","FirstCategoryId":"91","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/cb.2336","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS","Score":null,"Total":0}
The future of metaverse adoption: A behavioral reasoning perspective with a text-mining approach
Metaverse is portrayed as the next significant technology innovation with an estimated market opportunity of US $800 billion. Metaverse offers numerous opportunities and an unmatchable user experience, yet its acceptance among the masses is still a long way off. Moreover, within 2 years of its existence and grandiose hype about a huge market potential, the current business sentiments are not so hopeful. Despite the positive and encouraging feedback, the reasons behind the limited success of the metaverse need scientific exploration. This study uses netnography to collect online data from 751 articles (news articles, expert opinions, perspectives, and blogs). Further, we use the text-mining method of structural topic modeling to generate insights from the text data and perform a sentiment analysis. The identified topics are mapped and explained using the behavioral reasoning theory to highlight “reasons for” and “reasons against” metaverse adoption. The study's findings identify flexibility, brand experience, human centricity, and virtual retail experience as enablers of acceptance of the metaverse, while regulatory issues, usage barriers, financial investment, and skepticism act as barriers to adopting the metaverse. Further, social adventure and social influence were identified as enablers categorized under subjective norms. This study contributes to the scarce literature on metaverse adoption and offers actionable insights to marketers to craft marketing strategies to benefit from the metaverse.
期刊介绍:
The Journal of Consumer Behaviour aims to promote the understanding of consumer behaviour, consumer research and consumption through the publication of double-blind peer-reviewed, top quality theoretical and empirical research. An international academic journal with a foundation in the social sciences, the JCB has a diverse and multidisciplinary outlook which seeks to showcase innovative, alternative and contested representations of consumer behaviour alongside the latest developments in established traditions of consumer research.