What factors influence termination behaviour on freemium platforms? An empirical analysis of the termination probability among paying users

IF 4.4 3区 管理学 Q2 BUSINESS Journal of Consumer Behaviour Pub Date : 2024-05-27 DOI:10.1002/cb.2363
Nina Lehmann-Zschunke
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Abstract

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.

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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
由于数字化程度不断提高,消费者面临着越来越多的新技术。在这种情况下,数字生态系统和数字平台显得尤为重要。数字平台服务货币化的一种可能性是免费定价模式。鉴于竞争日益激烈,平台运营商必须尽可能多地了解消费者的使用行为。尤其是,他们需要知道哪些因素会影响付费用户的终止行为。实证研究基于一个提供马术运动信息的免费平台的 20319 名付费用户的数据。通过逻辑回归法,研究了影响终止行为概率的几个可能因素。研究结果表明,如果付费用户选择的订阅时间较短,则终止订阅的概率会更大。在当前订阅之前已经终止订阅的用户也面临更大的流失风险。参与度高的高级用户和收到平台新内容通知的会员退出的可能性较小。视频观看次数也与退出概率呈负相关。免费服务提供商可以利用这些信息预测用户终止服务的情况,并采取适当的措施,例如为面临终止服务风险的用户提供特别优惠。
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来源期刊
CiteScore
7.30
自引率
11.60%
发文量
99
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.
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