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Hump-shaped cross-price effects and the extensive margin in cross-border shopping

Author

Listed:
  • Friberg, Richard
  • Steen, Frode

    (Dept. of Economics, Norwegian School of Economics and Business Administration)

  • Ulsaker, Simen A.

    (Dept. of Economics, Norwegian School of Economics and Business Administration)

Abstract

This paper examines the effect of cross-border shopping on grocery demand in Norway using monthly store×category sales data from Norway’s largest grocery chain 2011-2016. The sensitivity of demand to foreign price is hump-shaped and greatest 30-60 minutes’ driving distance from the closest foreign store. Combining continuous demand, fixed costs of cross-border shopping and linear transport costs `a la Hotelling we show how this hump-shape can arise through a combination of intensive and extensive margins of cross-border shopping. Our conclusions are further supported by novel survey evidence and cross-border traffic data.

Suggested Citation

  • Friberg, Richard & Steen, Frode & Ulsaker, Simen A., 2018. "Hump-shaped cross-price effects and the extensive margin in cross-border shopping," Discussion Paper Series in Economics 29/2018, Norwegian School of Economics, Department of Economics.
  • Handle: RePEc:hhs:nhheco:2018_029
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    1. Gita Gopinath & Pierre-Olivier Gourinchas & Chang-Tai Hsieh & Nicholas Li, 2011. "International Prices, Costs, and Markup Differences," American Economic Review, American Economic Association, vol. 101(6), pages 2450-2486, October.
    2. Baggs, Jen & Fung, Loretta & Lapham, Beverly, 2018. "Exchange rates, cross-border travel, and retailers: Theory and empirics," Journal of International Economics, Elsevier, vol. 115(C), pages 59-79.
    3. Lovenheim, Michael F., 2008. "How Far to the Border?: The Extent and Impact of Cross-Border Casual Cigarette Smuggling," National Tax Journal, National Tax Association;National Tax Journal, vol. 61(1), pages 7-33, March.
    4. Marie-Laure Allain & Claire Chambolle & Stéphane Turolla & Sofia B. Villas-Boas, 2017. "Retail Mergers and Food Prices: Evidence from France," Journal of Industrial Economics, Wiley Blackwell, vol. 65(3), pages 469-509, September.
    5. Konrad Stahl, 1982. "Location and Spatial Pricing Theory with Nonconvex Transportation Cost Schedules," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 575-582, Autumn.
    6. Asplund, Marcus & Friberg, Richard & Wilander, Fredrik, 2007. "Demand and distance: Evidence on cross-border shopping," Journal of Public Economics, Elsevier, vol. 91(1-2), pages 141-157, February.
    7. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    8. Jean Tirole, 1988. "The Theory of Industrial Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262200716, April.
    9. Jen Baggs & Eugene Beaulieu & Loretta Fung & Beverly Lapham, 2016. "Firm Dynamics in Retail Trade: The Response of Canadian Retailers to Exchange Rate Shocks," Review of International Economics, Wiley Blackwell, vol. 24(3), pages 635-666, August.
    10. David R. Agrawal, 2015. "The Tax Gradient: Spatial Aspects of Fiscal Competition," American Economic Journal: Economic Policy, American Economic Association, vol. 7(2), pages 1-29, May.
    11. Walsh, Michael J. & Jones, Jonathan D., 1988. "More Evidence on the "Border Tax" Effect: The Case of West Virginia, 1979-84," National Tax Journal, National Tax Association;National Tax Journal, vol. 41(2), pages 261-265, June.
    12. Øyvind Thomassen & Howard Smith & Stephan Seiler & Pasquale Schiraldi, 2017. "Multi-category Competition and Market Power: A Model of Supermarket Pricing," American Economic Review, American Economic Association, vol. 107(8), pages 2308-2351, August.
    13. Tosun Mehmet S & Skidmore Mark L, 2007. "Cross-Border Shopping and the Sales Tax: An Examination of Food Purchases in West Virginia," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-20, December.
    14. Jeffrey R. Campbell & Beverly Lapham, 2004. "Real Exchange Rate Fluctuations and the Dynamics of Retail Trade Industries on the U. S.-Canada Border," American Economic Review, American Economic Association, vol. 94(4), pages 1194-1206, September.
    15. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," American Economic Review, American Economic Association, vol. 98(4), pages 1707-1721, September.
    16. Xavier Vives, 2001. "Oligopoly Pricing: Old Ideas and New Tools," MIT Press Books, The MIT Press, edition 1, volume 1, number 026272040x, April.
    17. Kanbur, Ravi & Keen, Michael, 1993. "Jeux Sans Frontieres: Tax Competition and Tax Coordination When Countries Differ in Size," American Economic Review, American Economic Association, vol. 83(4), pages 877-892, September.
    18. Sreya Kolay & Rajeev K. Tyagi, 2018. "Product Similarity and Cross-Price Elasticity," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 52(1), pages 85-100, February.
    19. Rath, Kali P. & Zhao, Gongyun, 2001. "Two stage equilibrium and product choice with elastic demand," International Journal of Industrial Organization, Elsevier, vol. 19(9), pages 1441-1455, November.
    20. Guillermo Marshall & Tiago Pires, 2018. "Measuring the Impact of Travel Costs on Grocery Shopping," Economic Journal, Royal Economic Society, vol. 128(614), pages 2538-2557, September.
    21. David Merriman, 2010. "The Micro-geography of Tax Avoidance: Evidence from Littered Cigarette Packs in Chicago," American Economic Journal: Economic Policy, American Economic Association, vol. 2(2), pages 61-84, May.
    22. Steven C. Salop, 1979. "Monopolistic Competition with Outside Goods," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 141-156, Spring.
    23. Ellickson, Paul B. & Grieco, Paul L.E., 2013. "Wal-Mart and the geography of grocery retailing," Journal of Urban Economics, Elsevier, vol. 75(C), pages 1-14.
    24. Justin P. Johnson, 2017. "Unplanned Purchases and Retail Competition," American Economic Review, American Economic Association, vol. 107(3), pages 931-965, March.
    25. Stefano DellaVigna & Matthew Gentzkow, 2019. "Uniform Pricing in U.S. Retail Chains," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2011-2084.
    26. Ambarish Chandra & Keith Head & Mariano Tappata, 2014. "The Economics of Cross-Border Travel," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 648-661, October.
    27. Walsh, Michael J. & Jones, Jonathan D., 1988. "More Evidence on the "Border Tax" Effect: The Case of West Virginia, 1979-84," National Tax Journal, National Tax Association, vol. 41(2), pages 261-65, June.
    28. Zhe Chen & Michael B. Devereux & Beverly Lapham, 2017. "The Canadian border and the US dollar: The impact of exchange rate changes on US retailers," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(5), pages 1525-1555, December.
    29. Mark D. Manuszak & Charles C. Moul, 2009. "How Far for a Buck? Tax Differences and the Location of Retail Gasoline Activity in Southeast Chicagoland," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 744-765, November.
    30. repec:hal:spmain:info:hdl:2441/6apm7lruv088iagm4rv2c33jtg is not listed on IDEAS
    31. Nirvikar Singh & Xavier Vives, 1984. "Price and Quantity Competition in a Differentiated Duopoly," RAND Journal of Economics, The RAND Corporation, vol. 15(4), pages 546-554, Winter.
    32. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    33. Sumit Agarwal & J. Bradford Jensen & Ferdinando Monte, 2017. "The Geography of Consumption," Working Papers 2017-062, Human Capital and Economic Opportunity Working Group.
    34. repec:kap:iaecre:v:16:y:2010:i:2:p:135-148 is not listed on IDEAS
    35. Sumit Agarwal & J. Bradford Jensen & Ferdinando Monte, 2017. "Consumer Mobility and the Local Structure of Consumption Industries," NBER Working Papers 23616, National Bureau of Economic Research, Inc.
    36. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
    37. Amir, Rabah & Erickson, Philip & Jin, Jim, 2017. "On the microeconomic foundations of linear demand for differentiated products," Journal of Economic Theory, Elsevier, vol. 169(C), pages 641-665.
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    Cited by:

    1. Huynh, Dat & Sokolova, Anna & Tosun, Mehmet S., 2022. "Tax Elasticity of Border Sales: A Meta-Analysis," IZA Discussion Papers 15525, Institute of Labor Economics (IZA).
    2. Friberg, Richard & Halseth, Emil M. Strøm & Frode, Steen & Ulsaker, Simen A., 2022. "The effect of cross-border shopping on commodity tax revenue: Results from a natural experiment," Discussion Paper Series in Economics 9/2022, Norwegian School of Economics, Department of Economics.
    3. Odran Bonnet & Étienne Fize & Tristan Loisel & Lionel Wilner, 2024. "Is Carbon Tax Truly More Salient? Evidence from Fuel Tourism at the France-Germany Border," CESifo Working Paper Series 10918, CESifo.
    4. Frederic Kluser, 2023. "Cross-Border Shopping: Evidence from Household Transaction Records," Diskussionsschriften credresearchpaper42, Universitaet Bern, Departement Volkswirtschaft - CRED.
    5. Evensen, Charlotte B. & Steen, Frode & Ulsaker, Simen A., 2021. "Co-location, good, bad or both: How does new entry of discount variety store affect local grocery business?," Discussion Paper Series in Economics 17/2021, Norwegian School of Economics, Department of Economics.
    6. Odran Bonnet & Étienne Fize & Tristan Loisel & Lionel Wilner, 2024. "Is Carbon Tax Truly More Salient? Evidence from Fuel Tourism at the France-Germany Border," CESifo Working Paper Series 10918, CESifo.

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    More about this item

    Keywords

    Cross-border shopping; competition in grocery markets; product differentiation;
    All these keywords.

    JEL classification:

    • F15 - International Economics - - Trade - - - Economic Integration
    • H73 - Public Economics - - State and Local Government; Intergovernmental Relations - - - Interjurisdictional Differentials and Their Effects
    • L66 - Industrial Organization - - Industry Studies: Manufacturing - - - Food; Beverages; Cosmetics; Tobacco
    • R20 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - General

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