Empirical analysis of customer behavior for tiered data plans in mobile market

Kohei Sugiyama, J. Urakawa, Masato Taya, A. Yamada, A. Kobayashi, A. Tagami
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引用次数: 2

Abstract

Smartphone users' requirements for data plans from mobile network access services have become individualized. To cope with users' requirements, global mobile network operators have been replacing flat-rate data plans with tiered data plans in the mobile market. In addition, mobile virtual network operators who provide data plans to their own customers at retail prices have emerged in the mobile market. In today's mobile market, customers can therefore choose their preferred data plan from a number of alternatives. There is, however, limited knowledge about how sensitively customers react to changed pricing for a data plan. In this paper, we focus on tiered data plans, i.e., specific pairing of price and data capacity, and empirically analyze the utility for customers of the tiered data plans by applying choice-based conjoint analysis. We also evaluate customer behavior through trace-driven simulations to quantify the market share of the given data plans.
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移动市场分层数据套餐客户行为的实证分析
智能手机用户对移动网络接入服务数据套餐的需求变得个性化。为了满足用户的需求,全球移动网络运营商已经在移动市场上用分级数据计划取代固定费率数据计划。此外,在移动市场上出现了以零售价格向自己的客户提供数据计划的移动虚拟网络运营商。因此,在当今的移动市场中,客户可以从许多备选方案中选择自己喜欢的数据计划。然而,对于客户对数据套餐价格变化的反应有多敏感,我们了解有限。本文以分级数据计划为研究对象,即价格与数据容量的具体配对,并运用基于选择的联合分析方法对分级数据计划对用户的效用进行实证分析。我们还通过跟踪驱动模拟来评估客户行为,以量化给定数据计划的市场份额。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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