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Testing Models of Consumer Search using Data on Web Browsing and Purchasing Behavior

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Author Info
Babur De los Santos (Department of Business Economics and Public Policy, Indiana University Kelley School of Business)
Ali Hortacsu (University of Chicago and NBER)
Matthijs R. Wildenbeest (Department of Business Economics and Public Policy, Indiana University Kelley School of Business)

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Abstract

Using a large data set on web browsing and purchasing behavior we test to what extent consumers are searching in accordance to various classical search models. We nd that the benchmark model of sequential search with a known distributions of prices can be rejected based on the recall patterns we observe in the data. Moreover, we show that even if consumers are initially unaware of the price distribution and have to learn the price distribution, observed search behavior for given consumers over time is more consistent with non-sequential search than sequential search with learning. Our ndings suggest non-sequential search provides a more accurate description of observed consumer search behavior. We then utilize the non-sequential search model to estimate the price elasticities and markups of online book retailers.

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File URL: http://www.bus.indiana.edu/riharbau/RePEc/iuk/wpaper/bepp2009-05-DelosSantos-Hortacsu-Wildenbeest.pdf
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Publisher Info
Paper provided by Indiana University, Kelley School of Business, Department of Business Economics and Public Policy in its series Working Papers with number 2009-05.

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Date of creation: Apr 2009
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Handle: RePEc:iuk:wpaper:2009-05

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Related research
Keywords: consumer search; electronic commerce; consumer behavior;

Find related papers by JEL classification:
D43 - Microeconomics - - Market Structure and Pricing - - - Oligopoly and Other Forms of Market Imperfection
D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search, Learning, and Information
L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Rothschild, Michael, 1974. "Searching for the Lowest Price When the Distribution of Prices Is Unknown," Journal of Political Economy, University of Chicago Press, vol. 82(4), pages 689-711, July/Aug.. [Downloadable!] (restricted)
  2. Sonnemans, Joep, 1998. "Strategies of search," Journal of Economic Behavior & Organization, Elsevier, vol. 35(3), pages 309-332, April. [Downloadable!] (restricted)
  3. Weitzman, Martin L, 1979. "Optimal Search for the Best Alternative," Econometrica, Econometric Society, vol. 47(3), pages 641-54, May. [Downloadable!] (restricted)
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  4. Manning, R & Morgan, Peter B, 1982. "Search and Consumer Theory," Review of Economic Studies, Blackwell Publishing, vol. 49(2), pages 203-16, April. [Downloadable!] (restricted)
  5. Han Hong & Matthew Shum, 2006. "Using Price Distributions to Estimate Search Costs," RAND Journal of Economics, The RAND Corporation, vol. 37(2), pages 257-275, Summer.
  6. Harrison, Glenn W & Morgan, Peter, 1990. "Search Intensity in Experiments," Economic Journal, Royal Economic Society, vol. 100(401), pages 478-86, June. [Downloadable!] (restricted)
  7. Mortensen, Dale T, 1970. "Job Search, the Duration of Unemployment, and the Phillips Curve," American Economic Review, American Economic Association, vol. 60(5), pages 847-62, December. [Downloadable!] (restricted)
  8. Rosenfield, Donald B. & Shapiro, Roy D., 1981. "Optimal adaptive price search," Journal of Economic Theory, Elsevier, vol. 25(1), pages 1-20, August. [Downloadable!] (restricted)
  9. Morgan, Peter & Manning, Richard, 1985. "Optimal Search," Econometrica, Econometric Society, vol. 53(4), pages 923-44, July. [Downloadable!] (restricted)
  10. Kogut, Carl A., 1990. "Consumer search behavior and sunk costs," Journal of Economic Behavior & Organization, Elsevier, vol. 14(3), pages 381-392, December. [Downloadable!] (restricted)
  11. McCall, John J, 1970. "Economics of Information and Job Search," The Quarterly Journal of Economics, MIT Press, vol. 84(1), pages 113-26, February. [Downloadable!] (restricted)
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This page was last updated on 2009-11-16.


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