{"title":"哪些因素会影响免费平台上的终止行为?付费用户终止使用的概率实证分析","authors":"Nina Lehmann-Zschunke","doi":"10.1002/cb.2363","DOIUrl":null,"url":null,"abstract":"<p>Because of growing digitalization, consumers are confronted with more and more new technologies. Digital ecosystems and digital platforms are of great importance in this context. One possibility for monetizing the services offered on digital platforms is the freemium pricing model. In light of increasing competition, it is important for platform operators to know as much as possible about the usage behaviour of their consumers. In particular, they need to know what factors influence the termination behaviour of paying users. The empirical study is based on data from 20,319 paying users of a freemium platform that offers information on equestrian sports. Using a logistic regression, several possible influencing factors on the probability of termination are examined. Among other things, the study shows that the termination probability is greater if the paying user has chosen a shorter subscription. Users who have already terminated their subscription before their current one are also at greater risk of churn. Premium users with high levels of involvement and members who receive notifications about new content on the platform are less likely to quit. The number of video views is also negatively related to the termination probability. Freemium providers can use this information to predict terminations and take appropriate action, such as special offers for users at risk of termination.</p>","PeriodicalId":48047,"journal":{"name":"Journal of Consumer Behaviour","volume":"23 5","pages":"2599-2610"},"PeriodicalIF":4.4000,"publicationDate":"2024-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cb.2363","citationCount":"0","resultStr":"{\"title\":\"What factors influence termination behaviour on freemium platforms? An empirical analysis of the termination probability among paying users\",\"authors\":\"Nina Lehmann-Zschunke\",\"doi\":\"10.1002/cb.2363\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Because of growing digitalization, consumers are confronted with more and more new technologies. Digital ecosystems and digital platforms are of great importance in this context. One possibility for monetizing the services offered on digital platforms is the freemium pricing model. In light of increasing competition, it is important for platform operators to know as much as possible about the usage behaviour of their consumers. In particular, they need to know what factors influence the termination behaviour of paying users. The empirical study is based on data from 20,319 paying users of a freemium platform that offers information on equestrian sports. Using a logistic regression, several possible influencing factors on the probability of termination are examined. Among other things, the study shows that the termination probability is greater if the paying user has chosen a shorter subscription. Users who have already terminated their subscription before their current one are also at greater risk of churn. Premium users with high levels of involvement and members who receive notifications about new content on the platform are less likely to quit. The number of video views is also negatively related to the termination probability. Freemium providers can use this information to predict terminations and take appropriate action, such as special offers for users at risk of termination.</p>\",\"PeriodicalId\":48047,\"journal\":{\"name\":\"Journal of Consumer Behaviour\",\"volume\":\"23 5\",\"pages\":\"2599-2610\"},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2024-05-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cb.2363\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Consumer Behaviour\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/cb.2363\",\"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.2363","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS","Score":null,"Total":0}
What factors influence termination behaviour on freemium platforms? An empirical analysis of the termination probability among paying users
Because of growing digitalization, consumers are confronted with more and more new technologies. Digital ecosystems and digital platforms are of great importance in this context. One possibility for monetizing the services offered on digital platforms is the freemium pricing model. In light of increasing competition, it is important for platform operators to know as much as possible about the usage behaviour of their consumers. In particular, they need to know what factors influence the termination behaviour of paying users. The empirical study is based on data from 20,319 paying users of a freemium platform that offers information on equestrian sports. Using a logistic regression, several possible influencing factors on the probability of termination are examined. Among other things, the study shows that the termination probability is greater if the paying user has chosen a shorter subscription. Users who have already terminated their subscription before their current one are also at greater risk of churn. Premium users with high levels of involvement and members who receive notifications about new content on the platform are less likely to quit. The number of video views is also negatively related to the termination probability. Freemium providers can use this information to predict terminations and take appropriate action, such as special offers for users at risk of termination.
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.