多维非线性定价:基于混合定价机制的能源消费证据

Xintong Han, Zimin Liu, Tong Wang
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引用次数: 1

摘要

在当前的商业实践中,卖家经常结合各种定价策略来细分市场。这些做法通常会给消费者留下高度非线性和多维度的定价计划。本文提出了一种新的结构方法来估计具有多个决策变量的多维非线性定价方案。利用丰富而独特的居民用电量面板数据,我们使用递增块价(IBP)结构和使用时间(ToU)结构,从结构上估计了消费者在电价设置下的用电量偏好。我们的模型估计使我们能够识别和评估需求价格弹性中的家庭水平弹性。我们的反事实分析表明,看似改善福利的政策可能会引发消费者的战略行为,最终与最初的目的背道而驰。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multidimensional Non-Linear Pricing: Evidence from Energy Consumption with a Mixture Pricing Mechanism
In current business practice, sellers often combine a variety of pricing strategies to segment the market. These practices often leave consumers with pricing schedules that are highly non-linear and multidimensional. This paper develops a novel structural approach for estimating multidimensional non-linear pricing schemes with more than one decision variable. Using a rich and unique panel data of residents’ electricity consumption, we structurally estimate consumer preferences for electricity consumption in a setting with electricity tariffs, using both an Increasing Block Price (IBP) structure as well as a Time-of-Use (ToU) structure. Our model estimation allows us to identify and evaluate household-level elasticities in price elasticity of demand. Our counterfactual analysis shows that a seemingly welfare-improving policy may trigger the strategic behaviour of consumers and, ultimately, be contrary to the original purpose.
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