Goodbye Pareto Principle, Hello Long Tail: The Effect of Search Costs on the Concentration of Product Sales

E. Brynjolfsson, Yu Jeffrey Hu, D. Simester
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引用次数: 770

Abstract

Many markets have historically been dominated by a small number of best-selling products. The Pareto principle, also known as the 80/20 rule, describes this common pattern of sales concentration. However, information technology in general and Internet markets in particular have the potential to substantially increase the collective share of niche products, thereby creating a longer tail in the distribution of sales. This paper investigates the Internet's “long tail” phenomenon. By analyzing data collected from a multichannel retailer, it provides empirical evidence that the Internet channel exhibits a significantly less concentrated sales distribution when compared with traditional channels. Previous explanations for this result have focused on differences in product availability between channels. However, we demonstrate that the result survives even when the Internet and traditional channels share exactly the same product availability and prices. Instead, we find that consumers' usage of Internet search and discovery tools, such as recommendation engines, are associated with an increase the share of niche products. We conclude that the Internet's long tail is not solely due to the increase in product selection but may also partly reflect lower search costs on the Internet. If the relationships we uncover persist, the underlying trends in technology portend an ongoing shift in the distribution of product sales. This paper was accepted by Ramayya Krishnan, information systems.
再见帕累托原则,你好长尾:搜索成本对产品销售集中度的影响
历史上,许多市场一直由少数畅销产品主导。帕累托法则,也被称为80/20法则,描述了这种常见的销售集中模式。但是,一般的信息技术,特别是因特网市场,有可能大大增加利基产品的总体份额,从而在销售分配中创造一个较长的尾巴。本文研究了互联网的“长尾”现象。通过对多渠道零售商的数据分析,提供了经验证据,表明与传统渠道相比,互联网渠道的销售分布集中度明显降低。先前对这一结果的解释主要集中在渠道之间产品可用性的差异上。然而,我们证明,即使当互联网和传统渠道共享完全相同的产品可用性和价格时,结果仍然存在。相反,我们发现消费者对互联网搜索和发现工具(如推荐引擎)的使用与利基产品份额的增加有关。我们的结论是,互联网的长尾不仅仅是由于产品选择的增加,也可能部分反映了互联网上较低的搜索成本。如果我们发现的关系持续存在,那么技术的潜在趋势预示着产品销售分布的持续转变。这篇论文被信息系统的Ramayya Krishnan接受。
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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