Price Dispersion and Fluctuations -Evidence from an Online Consumer Electronics Market-
Bibliographic Information
- Other Title
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- オンライン市場における価格変動の統計的分析
- オンライン シジョウ ニ オケル カカク ヘンドウ ノ トウケイテキ ブンセキ
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Abstract
This paper investigates e-retailers' price setting and customers' purchasing behaviors using a unique dataset collected by a Japanese price comparison site, which contains tick-by-tick prices quoted by each e-retailer as well as clicks made by each customer, both with second timestamp. First, we find that the probability of being clicked decreases with the price ranking of an e-retailer, but it never goes all the way to zero even for e-retailers with low rankings. Specifically, we find that there exists a linear relationship between the log of the click probability for an e-retailer and its price ranking, suggesting that each customer chooses a set of e-retailers based on non-price characteristics of e-retailers, and then looks for one with the lowest price among them. Second, we find that the average of prices quoted by e-retailers basically follows a random walk with drift, which is a simple reflection of the random walk property of the product inventory held by e-retailers. However, we also find that the average price sometimes deviates from a random walk, e.g. when each e-retailer starts to cut its price in response to price reductions made by others.
Journal
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- 経済研究
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経済研究 59 (4), 317-329, 2008-10-25
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Details 詳細情報について
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- CRID
- 1390009224868134016
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- NII Article ID
- 120004008892
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- NII Book ID
- AN00070761
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- DOI
- 10.15057/21231
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- HANDLE
- 10086/19605
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- NDL BIB ID
- 9692579
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- ISSN
- 00229733
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- Text Lang
- ja
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- Data Source
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- JaLC
- IRDB
- NDL
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed