Testing Models of Consumer Search Using Data on Web Browsing and Purchasing Behavior
AbstractUsing a large dataset on web browsing and purchasing behavior we test to what extent consumers are searching in accordance to various search models. We find that the benchmark model of sequential search with a known price distribution can be rejected based on recall patterns found in the data as well as the absence of dependence of search decisions on prices. Our findings suggest fixed sample size search provides a more accurate description of search behavior. We then utilize the fixed sample size search model to estimate demand elasticities of online bookstores in an environment where store preferences are heterogeneous. (JEL D12, D83, L81)
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Bibliographic InfoArticle provided by American Economic Association in its journal American Economic Review.
Volume (Year): 102 (2012)
Issue (Month): 6 (October)
Other versions of this item:
- Babur De los Santos & Ali Hortacsu & Matthijs R. Wildenbeest, 2009. "Testing Models of Consumer Search using Data on Web Browsing and Purchasing Behavior," Working Papers 2009-05, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
- 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
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.:
- Sonnemans, Joep, 1998. "Strategies of search," Journal of Economic Behavior & Organization, Elsevier, vol. 35(3), pages 309-332, April.
- Kogut, Carl A., 1990. "Consumer search behavior and sunk costs," Journal of Economic Behavior & Organization, Elsevier, vol. 14(3), pages 381-392, December.
- Manning, R & Morgan, Peter B, 1982. "Search and Consumer Theory," Review of Economic Studies, Wiley Blackwell, vol. 49(2), pages 203-16, April.
- Babur de los Santos, 2008.
"Consumer Search on the Internet,"
2008-06, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
- Han Hong & Matthew Shum, 2006. "Using price distributions to estimate search costs," RAND Journal of Economics, RAND Corporation, vol. 37(2), pages 257-275, 06.
- Chen, Xiaohong & Hong, Han & Shum, Matthew, 2007. "Nonparametric likelihood ratio model selection tests between parametric likelihood and moment condition models," Journal of Econometrics, Elsevier, vol. 141(1), pages 109-140, November.
- McCall, John J, 1970. "Economics of Information and Job Search," The Quarterly Journal of Economics, MIT Press, vol. 84(1), pages 113-26, February.
- M. L. Weitzman, 1978.
"Optimal Search for the Best Alternative,"
214, Massachusetts Institute of Technology (MIT), Department of Economics.
- Gabriel Talmain & Chien-Fu Chou, 1990. "Non-Parametric Search," Discussion Papers 92-01, University at Albany, SUNY, Department of Economics.
- 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.
- Austan Goolsbee & Judith Chevalier, 2002.
"Measuring Prices and Price Competition Online: Amazon and Barnes and Noble,"
Yale School of Management Working Papers
ysm290, Yale School of Management, revised 12 Sep 2008.
- Austan Goolsbee & Judith Chevalier, 2002. "Measuring Prices and Price Competition Online: Amazon and Barnes and Noble," NBER Working Papers 9085, National Bureau of Economic Research, Inc.
- Harrison, Glenn W & Morgan, Peter, 1990. "Search Intensity in Experiments," Economic Journal, Royal Economic Society, vol. 100(401), pages 478-86, June.
- Schotter, Andrew & Braunstein, Yale M, 1981. "Economic Search: An Experimental Study," Economic Inquiry, Western Economic Association International, vol. 19(1), pages 1-25, January.
- Morgan, Peter & Manning, Richard, 1985. "Optimal Search," Econometrica, Econometric Society, vol. 53(4), pages 923-44, July.
- repec:rje:randje:v:37:y:2006:2:p:257-275 is not listed on IDEAS
- Rami Zwick & Amnon Rapoport & Alison King Chung Lo & A. V. Muthukrishnan, 2003. "Consumer Sequential Search: Not Enough or Too Much?," Marketing Science, INFORMS, vol. 22(4), pages 503-519, October.
- 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..
- Rosenfield, Donald B. & Shapiro, Roy D., 1981. "Optimal adaptive price search," Journal of Economic Theory, Elsevier, vol. 25(1), pages 1-20, August.
- Michael R. Baye & Babur De los Santos & Matthijs R. Wildenbeest, 2013.
"Searching for Physical and Digital Media: The Evolution of Platforms For Finding Books,"
in: Economics of Digitization
National Bureau of Economic Research, Inc.
- Michael R. Baye & Babur De los Santos & Matthijs R. Wildenbeest, 2013. "Searching for Physical and Digital Media: The Evolution of Platforms for Finding Books," NBER Working Papers 19519, National Bureau of Economic Research, Inc.
- Michael R. Baye & Babur De los Santos & Matthijs R. Wildenbeest, 2013. "Searching for Physical and Digital Media: The Evolution of Platforms for Finding Books," Working Papers 2013-04, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
- Sergei Koulayev, 2009. "Estimating demand in search markets: the case of online hotel bookings," Working Papers 09-16, Federal Reserve Bank of Boston.
- Jason Allen & Robert Clark & Jean-François Houde, 2012. "Price Negotiation in Differentiated Products Markets: Evidence from the Canadian Mortgage Market," Working Papers 12-30, Bank of Canada.
- Dmitry Ryvkin & Danila Serra, 2013. "Does Competition Among Public Officials Reduce Corruption? An Experiment," Departmental Working Papers 1301, Southern Methodist University, Department of Economics.
- Wismer, Sebastian, 2013. "Intermediated vs. Direct Sales and a No-Discrimination Rule," Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79999, Verein für Socialpolitik / German Economic Association.
- Babur De los Santos & Ali Hortacsu & Matthijs R. Wildenbeest, 2012. "Search with Learning," Working Papers 2012-03, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
- Michael R. Baye & Babur De los Santos & Matthijs R. Wildenbeest, 2013. "Search Engine Optimization: What Drives Organic Traffic to Retail Sites?," Working Papers 2013-02, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
- Syngjoo Choi & Lars Nesheim & Imran Rasul, 2010. "Reserve price effects in auctions: estimates from multiple RD designs," CeMMAP working papers CWP30/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Maarten Janssen & Alexei Parakhonyak & Anastasia Parakhonyak, 2014. "Non-reservation price equilibria and Consumer search," HSE Working papers WP BRP 51/EC/2014, National Research University Higher School of Economics.
- Jin-Hyuk Kim & Tin Cheuk Leung, 2013. "Quantifying the Impacts of Digital Rights Management and E-Book Pricing on the E-Book Reader Market," Working Papers 13-03, NET Institute.
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