Livestreaming sales strategy considering valuation correlation and influence effect

IF 6.3 3区 管理学 Q1 BUSINESS Electronic Commerce Research and Applications Pub Date : 2023-12-08 DOI:10.1016/j.elerap.2023.101346
Shoujie Cai , Sijie Li , Wenli Xiao , Minghao Shen
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Abstract

Livestreaming e-commerce is a new and emerging mode of online shopping that offers various products, interactive communication, and real-time feedback. It poses some challenges for streamers who need to design effective sales strategies that account for correlated consumer valuations of products and influenced valuation of a new product by owned products. In this paper, we analyze the optimal livestreaming sales strategy for streamers who sell correlated products sequentially in a livestreaming event and further check the robustness of the main results in extensions. We find that streamers can benefit more from selling complementary products rather than substitute products and leverage the valuation influence effect to optimize product prices. Moreover, we use Copula functions to model the joint distribution of consumer valuations. Through simulation experiments, we examine how the livestreaming profit varies with the strength of valuation correlation and influence effect, how the streamer sets the selling sequence of products, and the robustness of profit by different Copula functions.

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考虑估值相关性和影响效应的直播销售策略
直播电子商务是一种新兴的在线购物模式,提供各种产品、互动交流和实时反馈。它给直播商带来了一些挑战,直播商需要设计有效的销售策略,考虑到消费者对产品的相关估值以及已拥有产品对新产品估值的影响。在本文中,我们分析了在直播活动中依次销售相关产品的直播者的最佳直播销售策略,并进一步检验了主要结果在扩展方面的稳健性。我们发现,直播者可以从销售互补产品而非替代产品中获得更多利益,并利用估值影响效应来优化产品价格。此外,我们使用 Copula 函数来模拟消费者估值的联合分布。通过模拟实验,我们研究了直播利润如何随估值相关性和影响效应的强弱而变化、直播者如何设定产品销售顺序以及不同 Copula 函数对利润的稳健性。
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来源期刊
Electronic Commerce Research and Applications
Electronic Commerce Research and Applications 工程技术-计算机:跨学科应用
CiteScore
10.10
自引率
8.30%
发文量
97
审稿时长
63 days
期刊介绍: Electronic Commerce Research and Applications aims to create and disseminate enduring knowledge for the fast-changing e-commerce environment. A major dilemma in e-commerce research is how to achieve a balance between the currency and the life span of knowledge. Electronic Commerce Research and Applications will contribute to the establishment of a research community to create the knowledge, technology, theory, and applications for the development of electronic commerce. This is targeted at the intersection of technological potential and business aims.
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