IDEAS home Printed from https://ideas.repec.org/p/eie/wpaper/1114.html
   My bibliography  Save this paper

Who Is Hurt by E-Commerce? Crowding out and Business Stealing in Online Grocery

Author

Listed:
  • Andrea Pozzi

    (EIEF)

Abstract

I study the impact of e-commerce on competition in retail markets. Using scanner data from a large chain that markets grocery online and through traditional stores, I illustrate that selling online reduces the barrier of geographic differentiation and allows stealing business from competitors. Between 60% and 70% of the sales made online by the chain are stolen from other grocers, the rest coming from self cannibalization. I show that small stores are suffering the largest losses from this reallocation of market shares, as they were more heavily relying on geographic differentiation to survive the competitive pressure of big-box stores.

Suggested Citation

  • Andrea Pozzi, 2011. "Who Is Hurt by E-Commerce? Crowding out and Business Stealing in Online Grocery," EIEF Working Papers Series 1114, Einaudi Institute for Economics and Finance (EIEF), revised Sep 2011.
  • Handle: RePEc:eie:wpaper:1114
    as

    Download full text from publisher

    File URL: http://www.eief.it/files/2012/09/wp-14-who-is-hurt-by-e-commerce_crowding-out-and-business-stealing-in-online-grocery.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Maris Goldmanis & Ali Hortaçsu & Chad Syverson & Önsel Emre, 2010. "E-Commerce and the Market Structure of Retail Industries," Economic Journal, Royal Economic Society, vol. 120(545), pages 651-682, June.
    2. Paul B. Ellickson, 2007. "Does Sutton apply to supermarkets?," RAND Journal of Economics, RAND Corporation, vol. 38(1), pages 43-59, March.
    3. Sinai, Todd & Waldfogel, Joel, 2004. "Geography and the Internet: is the Internet a substitute or a complement for cities?," Journal of Urban Economics, Elsevier, vol. 56(1), pages 1-24, July.
    4. Igal Hendel & Aviv Nevo, 2006. "Measuring the Implications of Sales and Consumer Inventory Behavior," Econometrica, Econometric Society, vol. 74(6), pages 1637-1673, November.
    5. Igal Hendel & Aviv Nevo, 2006. "Sales and consumer inventory," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 543-561, September.
    6. Matthew Gentzkow, 2006. "Valuing New Goods in a Model with Complementarities: Online Newspapers," NBER Working Papers 12562, National Bureau of Economic Research, Inc.
    7. Lesley Chiou, 2009. "Empirical Analysis of Competition between Wal‐Mart and Other Retail Channels," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(2), pages 285-322, June.
    8. Holmes, Thomas J, 2001. "Bar Codes Lead to Frequent Deliveries and Superstores," RAND Journal of Economics, The RAND Corporation, vol. 32(4), pages 708-725, Winter.
    9. Waterson, Michael & Toivanen, Otto, 2011. "Retail Chain Expansion: The Early Years of McDonalds in Great Britain," CEPR Discussion Papers 8534, C.E.P.R. Discussion Papers.
    10. Fabiano Schivardi & Eliana Viviano, 2011. "Entry Barriers in Retail Trade," Economic Journal, Royal Economic Society, vol. 121(551), pages 145-170, March.
    11. John Haltiwanger & Ron Jarmin & C. J. Krizan, 2010. "Mom-and-Pop Meet Big-Box: Complements or Substitutes?," NBER Chapters, in: Cities and Entrepreneurship, National Bureau of Economic Research, Inc.
    12. Chris Forman & Anindya Ghose & Avi Goldfarb, 2009. "Competition Between Local and Electronic Markets: How the Benefit of Buying Online Depends on Where You Live," Management Science, INFORMS, vol. 55(1), pages 47-57, January.
    13. Ellickson, Paul, 2005. "Does Sutton Apply to Supermarkets?," Working Papers 05-05, Duke University, Department of Economics.
    14. Howard Smith, 2004. "Supermarket Choice and Supermarket Competition in Market Equilibrium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(1), pages 235-263.
    15. Austan Goolsbee, 2000. "In a World Without Borders: The Impact of Taxes on Internet Commerce," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 561-576.
    16. 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.
    17. David A. Matsa, 2011. "Competition and Product Quality in the Supermarket Industry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1539-1591.
    18. Matthew Gentzkow, 2007. "Valuing New Goods in a Model with Complementarity: Online Newspapers," American Economic Review, American Economic Association, vol. 97(3), pages 713-744, June.
    19. Igal Hendel & Aviv Nevo, 2006. "Sales and Consumer Inventory," RAND Journal of Economics, The RAND Corporation, vol. 37(3), pages 543-561, Autumn.
    20. Liran Einav & Ephraim Leibtag & Aviv Nevo, 2010. "Recording discrepancies in Nielsen Homescan data: Are they present and do they matter?," Quantitative Marketing and Economics (QME), Springer, vol. 8(2), pages 207-239, June.
    21. Goldfarb, Avi & Prince, Jeff, 2008. "Internet adoption and usage patterns are different: Implications for the digital divide," Information Economics and Policy, Elsevier, vol. 20(1), pages 2-15, March.
    22. Erik Brynjolfsson & Yu (Jeffrey) Hu & Michael D. Smith, 2003. "Consumer Surplus in the Digital Economy: Estimating the Value of Increased Product Variety at Online Booksellers," Management Science, INFORMS, vol. 49(11), pages 1580-1596, November.
    23. Robert Seamans & Feng Zhu, 2010. "Technology Shocks in Multi-Sided Markets: The Impact of Craigslist on Local Newspapers," Working Papers 10-11, NET Institute.
    24. Lisa M. George & Joel Waldfogel, 2006. "The New York Times and the Market for Local Newspapers," American Economic Review, American Economic Association, vol. 96(1), pages 435-447, March.
    25. 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.
    26. Glenn Ellison & Sara Fisher Ellison, 2009. "Tax Sensitivity and Home State Preferences in Internet Purchasing," American Economic Journal: Economic Policy, American Economic Association, vol. 1(2), pages 53-71, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Emek Basker, 2015. "Change at the Checkout: Tracing the Impact of a Process Innovation," Journal of Industrial Economics, Wiley Blackwell, vol. 63(2), pages 339-370, June.
    2. Maican, Florin & Orth, Matilda, 2021. "Determinants of economies of scope in retail," International Journal of Industrial Organization, Elsevier, vol. 75(C).
    3. 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.
    4. Lindsay E. Relihan, 2022. "Is online retail killing coffee shops? Estimating the winners and losers of online retail using customer transaction microdata," CEP Discussion Papers dp1836, Centre for Economic Performance, LSE.
    5. Kolko, Jed, 2010. "How broadband changes online and offline behaviors," Information Economics and Policy, Elsevier, vol. 22(2), pages 144-152, May.
    6. Maican, Florin & Orth, Matilda, 2018. "Inventory Behavior, Demand, and Productivity in Retail," CEPR Discussion Papers 13308, C.E.P.R. Discussion Papers.
    7. James D. Dana Jr. & Eugene Orlov Jr., 2014. "Internet Penetration and Capacity Utilization in the US Airline Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 6(4), pages 106-137, November.
    8. Huang, Yufeng, 2015. "Empirical analysis of consumer behavior," Other publications TiSEM 9cc96a79-43d7-436d-87d3-3, Tilburg University, School of Economics and Management.
    9. Robin S. Lee, 2013. "Vertical Integration and Exclusivity in Platform and Two-Sided Markets," American Economic Review, American Economic Association, vol. 103(7), pages 2960-3000, December.
    10. Kim, Hyunchul & Kim, Kyoo il, 2017. "Estimating store choices with endogenous shopping bundles and price uncertainty," International Journal of Industrial Organization, Elsevier, vol. 54(C), pages 1-36.
    11. Relihan, Lindsay, 2022. "Is online retail killing coffee shops? Estimating the winners and losers of online retail using customer transaction microdata," LSE Research Online Documents on Economics 117805, London School of Economics and Political Science, LSE Library.
    12. Peter Mayerhofer & Peter Huber & Dieter Pennerstorfer, 2017. "Handel und Einzelhandel im Wiener Beschäftigungssystem. Arbeitsmarktrelevanz, Arbeitsplatzcharakteristika, absehbare Herausforderungen," WIFO Studies, WIFO, number 61951, April.
    13. Robert Seamans & Feng Zhu, 2014. "Responses to Entry in Multi-Sided Markets: The Impact of Craigslist on Local Newspapers," Management Science, INFORMS, vol. 60(2), pages 476-493, February.
    14. Emek Basker, 2012. "Raising the Barcode Scanner: Technology and Productivity in the Retail Sector," NBER Chapters,in: Standards, Patents and Innovations National Bureau of Economic Research, Inc.
    15. Emek Basker, 2012. "Raising the Barcode Scanner: Technology and Productivity in the Retail Sector," NBER Chapters, in: Standards, Patents and Innovations, National Bureau of Economic Research, Inc.
    16. Chris Forman, 2015. "Comment on "What Are We Not Doing When We Are Online?"," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 82-85, National Bureau of Economic Research, Inc.
    17. Erik Brynjolfsson & Yu (Jeffrey) Hu & Mohammad S. Rahman, 2009. "Battle of the Retail Channels: How Product Selection and Geography Drive Cross-Channel Competition," Management Science, INFORMS, vol. 55(11), pages 1755-1765, November.
    18. Chris Forman, 2013. "How has information technology use shaped the geography of economic activity?," Chapters, in: Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), Handbook of Industry Studies and Economic Geography, chapter 10, pages 253-270, Edward Elgar Publishing.
    19. Chiou, Lesley & Kafali, E. Nilay & Rysman, Marc, 2020. "Internet use, competition, and geographical rescoping in Yellow Pages advertising," Information Economics and Policy, Elsevier, vol. 52(C).
    20. Scott R. Baker & Stephanie Johnson & Lorenz Kueng, 2021. "Shopping for Lower Sales Tax Rates," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(3), pages 209-250, July.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eie:wpaper:1114. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Facundo Piguillem (email available below). General contact details of provider: https://edirc.repec.org/data/einauit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.