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来源类型 | Working Paper |
规范类型 | 报告 |
DOI | 10.3386/w26306 |
来源ID | Working Paper 26306 |
Prices and Promotions in U.S. Retail Markets: Evidence from Big Data | |
Günter J. Hitsch; Ali Hortaçsu; Xiliang Lin | |
发表日期 | 2019-09-23 |
出版年 | 2019 |
语种 | 英语 |
摘要 | We document the degree of price dispersion and the similarities as well as differences in pricing and promotion strategies across stores in the U.S. retail (grocery) industry. Our analysis is based on “big data” that allow us to draw general conclusions based on the prices for close to 50,000 products (UPC’s) in 17,184 stores that belong to 81 different retail chains. Both at the national and local market level we find a substantial degree of price dispersion for UPC’s and brands at a given moment in time. We document that both persistent base price differences across stores and price promotions contribute to the overall price variance, and we provide a decomposition of the price variance into base price and promotion components. There is substantial heterogeneity in the degree of price dispersion across products. Some of this heterogeneity can be explained by the degree of product penetration (adoption by households) and the number of retail chains that carry a product at the market level. Prices and promotions are more homogenous at the retail chain than at the market level. In particular, within local markets, prices and promotions are substantially more similar within stores that belong to the same chain than across stores that belong to different chains. Furthermore, the incidence of price promotions is strongly coordinated within retail chains, both at the local market level and nationally. We present evidence, based on store-level demand estimates for 2,000 brands, that price elasticities and promotion effects at the local market level are substantially more similar within stores that belong to the same chain than across stores belonging to different retailers. Moreover, we find that retailers can not easily distinguish, in a statistical sense, among the price elasticities and promotion effects across stores using retailer-level data. Hence, the limited level of price discrimination across stores by retail chains likely reflects demand similarity and the inability to distinguish demand across the stores in a local market. |
主题 | Industrial Organization ; Market Structure and Firm Performance |
URL | https://www.nber.org/papers/w26306 |
来源智库 | National Bureau of Economic Research (United States) |
引用统计 | |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/583978 |
推荐引用方式 GB/T 7714 | Günter J. Hitsch,Ali Hortaçsu,Xiliang Lin. Prices and Promotions in U.S. Retail Markets: Evidence from Big Data. 2019. |
条目包含的文件 | ||||||
文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
w26306.pdf(2313KB) | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 |
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