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The effect of online shopping channels on brand choice, product exploration and price elasticities

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  • Harris-Lagoudakis, Katherine

Abstract

This paper analyzes the effect of an online shopping channel on private label purchases, product exploration and price elasticities. Variation in the timing that an online shopping service was introduced is utilized as a source of exogenous variation in the decision to shop online. Event study estimates indicate a 0.3 to 1.0 (1.0 to 2.0) percent increase (reduction) in the proportion of private label (new) products purchased after the introduction of the online shopping service. Price elasticities are then estimated utilizing an Exact Affine Stone Index (EASI) demand model. Comparisons of in-store and multichannel price elasticities indicate that households are, on average, less price sensitive when shopping across both the in-store and online channels. Own-price (cross-price) elasticities are 1.07 (5.56) times larger in-store than they are in a multichannel setting. These findings suggest that retailers manipulate the online search platform and(or) the provision of substitutes to favor private label products, which have a higher margin. Additionally, these results suggest that retailers may find it profit maximizing to raise prices as consumer baskets become more sticky in the multichannel purchasing regime.

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  • Harris-Lagoudakis, Katherine, 2023. "The effect of online shopping channels on brand choice, product exploration and price elasticities," International Journal of Industrial Organization, Elsevier, vol. 87(C).
  • Handle: RePEc:eee:indorg:v:87:y:2023:i:c:s0167718722000935
    DOI: 10.1016/j.ijindorg.2022.102918
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    1. Peter J. Danaher & Isaac W. Wilson & Robert A. Davis, 2003. "A Comparison of Online and Offline Consumer Brand Loyalty," Marketing Science, INFORMS, vol. 22(4), pages 461-476, February.
    2. David Atkin, 2013. "Trade, Tastes, and Nutrition in India," American Economic Review, American Economic Association, vol. 103(5), pages 1629-1663, August.
    3. Junhong Chu & Pradeep Chintagunta & Javier Cebollada, 2008. "Research Note—A Comparison of Within-Household Price Sensitivity Across Online and Offline Channels," Marketing Science, INFORMS, vol. 27(2), pages 283-299, 03-04.
    4. Pozzi, Andrea, 2013. "E-commerce as a stockpiling technology: Implications for consumer savings," International Journal of Industrial Organization, Elsevier, vol. 31(6), pages 677-689.
    5. Celine Bonnet & Carly Trachtman & Molly Van Dop & Sofia B Villas-Boas, 2020. "Food markets’ structural empirical analysis: a review of methods and topics [The effects of a fat tax on French households’ purchases: a nutritional approach]," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 47(2), pages 819-847.
    6. Chalfant, James A, 1987. "A Globally Flexible, Almost Ideal Demand System," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(2), pages 233-242, April.
    7. Murtazashvili, Irina & Wooldridge, Jeffrey M., 2016. "A control function approach to estimating switching regression models with endogenous explanatory variables and endogenous switching," Journal of Econometrics, Elsevier, vol. 190(2), pages 252-266.
    8. Arthur Lewbel & Krishna Pendakur, 2009. "Tricks with Hicks: The EASI Demand System," American Economic Review, American Economic Association, vol. 99(3), pages 827-863, June.
    9. Harding, Matthew & Lovenheim, Michael, 2017. "The effect of prices on nutrition: Comparing the impact of product- and nutrient-specific taxes," Journal of Health Economics, Elsevier, vol. 53(C), pages 53-71.
    10. Babur De Los Santos & Ali Hortacsu & Matthijs R. Wildenbeest, 2012. "Testing Models of Consumer Search Using Data on Web Browsing and Purchasing Behavior," American Economic Review, American Economic Association, vol. 102(6), pages 2955-2980, October.
    11. Glenn Ellison & Sara Fisher Ellison, 2009. "Search, Obfuscation, and Price Elasticities on the Internet," Econometrica, Econometric Society, vol. 77(2), pages 427-452, March.
    12. Erik Brynjolfsson & Michael D. Smith, 2000. "Frictionless Commerce? A Comparison of Internet and Conventional Retailers," Management Science, INFORMS, vol. 46(4), pages 563-585, April.
    13. Jeffrey R. Brown & Austan Goolsbee, 2002. "Does the Internet Make Markets More Competitive? Evidence from the Life Insurance Industry," Journal of Political Economy, University of Chicago Press, vol. 110(3), pages 481-507, June.
    14. Celine Bonnet & Carly Trachtman & Molly Van Dop & Sofia B Villas-Boas, 2020. "Food markets’ structural empirical analysis: a review of methods and topics [The effects of a fat tax on French households’ purchases: a nutritional approach]," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 47(2), pages 819-847.
    15. Andrea Pozzi, 2012. "Shopping Cost and Brand Exploration in Online Grocery," American Economic Journal: Microeconomics, American Economic Association, vol. 4(3), pages 96-120, August.
    16. James Banks & Richard Blundell & Arthur Lewbel, 1997. "Quadratic Engel Curves And Consumer Demand," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 527-539, November.
    17. Glenn Ellison & Sara Fisher Ellison, 2005. "Lessons About Markets from the Internet," Journal of Economic Perspectives, American Economic Association, vol. 19(2), pages 139-158, Spring.
    18. Elisabeth Honka, 2014. "Quantifying search and switching costs in the US auto insurance industry," RAND Journal of Economics, RAND Corporation, vol. 45(4), pages 847-884, December.
    19. Katherine Harris‐Lagoudakis, 2022. "Online shopping and the healthfulness of grocery purchases," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(3), pages 1050-1076, May.
    20. Savannah Wei Shi & Jie Zhang, 2014. "Usage Experience with Decision Aids and Evolution of Online Purchase Behavior," Marketing Science, INFORMS, vol. 33(6), pages 871-882, November.
    21. Chen Zhen & Eric A. Finkelstein & James M. Nonnemaker & Shawn A. Karns & Jessica E. Todd, 2014. "Predicting the Effects of Sugar-Sweetened Beverage Taxes on Food and Beverage Demand in a Large Demand System," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 1-25.
    22. Andrea Pozzi, 2013. "The effect of Internet distribution on brick-and-mortar sales," RAND Journal of Economics, RAND Corporation, vol. 44(3), pages 569-583, September.
    23. J. Yannis Bakos, 1997. "Reducing Buyer Search Costs: Implications for Electronic Marketplaces," Management Science, INFORMS, vol. 43(12), pages 1676-1692, December.
    24. Il-Horn Hann & Christian Terwiesch, 2003. "Measuring the Frictional Costs of Online Transactions: The Case of a Name-Your-Own-Price Channel," Management Science, INFORMS, vol. 49(11), pages 1563-1579, November.
    25. Chu, Junhong & Arce-Urriza, Marta & Cebollada-Calvo, José-Javier & Chintagunta, Pradeep K., 2010. "An Empirical Analysis of Shopping Behavior Across Online and Offline Channels for Grocery Products: The Moderating Effects of Household and Product Characteristics," Journal of Interactive Marketing, Elsevier, vol. 24(4), pages 251-268.
    26. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
    27. Campo, Katia & Breugelmans, Els, 2015. "Buying Groceries in Brick and Click Stores: Category Allocation Decisions and the Moderating Effect of Online Buying Experience," Journal of Interactive Marketing, Elsevier, vol. 31(C), pages 63-78.
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    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D40 - Microeconomics - - Market Structure, Pricing, and Design - - - General
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General

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