软流失:在支持E-SIM的智能手机上进行预付费数据订阅的最佳切换

Patrick Hosein, Gabriela Sewdhan, Aviel Jailal
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引用次数: 5

摘要

智能手机的一个新趋势是支持E-SIM(嵌入式用户识别模块)卡。这些允许用户同时订阅多个蜂窝提供商,同时也最多支持一个物理SIM卡(用户识别模块)。这一功能让用户可以很容易地在运营商之间切换,对于那些使用预付费计划的人来说尤其有用,而预付费计划在发展中国家很受欢迎。客户可能有多个提供商,并且在任何时候都可以选择具有最具成本效益的数据计划的提供商。这意味着手机运营商现在必须考虑到“软流失”,即消费者在多个提供商的多个计划之间动态切换,以及消费者切换提供商的更传统的流失。这意味着为这些消费者提供的数据定价现在必须更加个性化,以便具有竞争力并实现利润最大化。我们为这些用户确定最佳的个性化预付费计划,同时为供应商提供竞争优势。通过实例验证了个性化定价方案的效益,数值结果证实了我们的假设,即个性化定价方案实际上可以增加供应商的收入。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Soft-Churn: Optimal Switching between Prepaid Data Subscriptions on E-SIM support Smartphones
One new trending feature of Smartphones is the support for E-SIM (Embedded Subscriber Identification Module) cards. These allow the user to simultaneously subscribe to multiple cellular providers while also supporting at most one physical SIM (Subscriber Identification Module) card. This feature allows customers to easily switch between providers and is especially useful for those who use prepaid plans which are popular in developing countries. A customer may have multiple providers and, at any point in time, can choose the provider with the most cost effective data plan. This means that cellular providers must now take into account “soft-churn”, where the consumer dynamically switches between multiple plans from multiple providers, in addition to the more traditional churn where a consumer switches providers. This means that data pricing for such consumers must now be more personalized in order to be competitive and maximize profits. We determine the optimal personalized prepaid plan for such users while providing a competitive advantage to the provider. Examples are provided to demonstrate the benefit and numerical results corroborate our premise that these personalized pricing plans can, in fact, increase provider revenue.
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