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Online Commerce, Inter-Regional Retail Trade, and the Evolution of Gravity Effects: Evidence from 20 Billion Transactions

Author

Listed:
  • David Bounie

    (IP Paris - Institut Polytechnique de Paris, ECOGE - Economie Gestion - I3 SES - Institut interdisciplinaire de l’innovation de Telecom Paris - Télécom ParisTech - I3 - Institut interdisciplinaire de l’innovation - CNRS - Centre National de la Recherche Scientifique, SES - Département Sciences Economiques et Sociales - Télécom ParisTech)

  • Youssouf Camara
  • John Galbraith

Abstract

This paper investigates interregional retail trade linkages, and changes in the gravity effects between cities and regions arising from online commerce, as opposed to traditional point-of-sale commerce. We build original interregional retail trade measures from nearly 20 billion domestic consumer online and in-store transactions made through bank cards, in France 2018-19. We are able to study the mobility of individual bank card holders throughout France, their on-site purchases, and also the locations from which their online purchases were made. We find evidence that online consumer expenditure tends to be more heavily concentrated in the already-large regional economies. This result suggests that the increasing movement toward online purchasing may tend to increase the concentration of overall economic activity, and may have important implications for regional economic development.

Suggested Citation

  • David Bounie & Youssouf Camara & John Galbraith, 2020. "Online Commerce, Inter-Regional Retail Trade, and the Evolution of Gravity Effects: Evidence from 20 Billion Transactions," Working Papers hal-02864695, HAL.
  • Handle: RePEc:hal:wpaper:hal-02864695
    Note: View the original document on HAL open archive server: https://hal.science/hal-02864695
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    References listed on IDEAS

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    1. Thomas Chaney, 2018. "The Gravity Equation in International Trade: an Explanation," Post-Print hal-03391935, HAL.
    2. Thomas Chaney, 2018. "The Gravity Equation in International Trade: An Explanation," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 150-177.
    3. Paul Dolfen & Liran Einav & Peter J. Klenow & Benjamin Klopack & Jonathan D. Levin & Larry Levin & Wayne Best, 2023. "Assessing the Gains from E-Commerce," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(1), pages 342-370, January.
    4. Ali Hortaçsu & F. Asís Martínez-Jerez & Jason Douglas, 2009. "The Geography of Trade in Online Transactions: Evidence from eBay and MercadoLibre," American Economic Journal: Microeconomics, American Economic Association, vol. 1(1), pages 53-74, February.
    5. Gomez-Herrera, Estrella & Martens, Bertin & Turlea, Geomina, 2014. "The drivers and impediments for cross-border e-commerce in the EU," Information Economics and Policy, Elsevier, vol. 28(C), pages 83-96.
    6. Holger C. Wolf, 2000. "Intranational Home Bias In Trade," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 555-563, November.
    7. Huang, Rocco R., 2007. "Distance and trade: Disentangling unfamiliarity effects and transport cost effects," European Economic Review, Elsevier, vol. 51(1), pages 161-181, January.
    8. repec:hal:spmain:info:hdl:2441/3pucspchqi8kcpk743av62v2va is not listed on IDEAS
    9. Galbraith, John W. & Tkacz, Greg, 2018. "Nowcasting with payments system data," International Journal of Forecasting, Elsevier, vol. 34(2), pages 366-376.
    10. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    11. Hillberry, Russell & Hummels, David, 2008. "Trade responses to geographic frictions: A decomposition using micro-data," European Economic Review, Elsevier, vol. 52(3), pages 527-550, April.
    12. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    13. Melisande Cardona & Nestor Duch-Brown & Joseph Francois & Bertin Martens & Fan Yang, 2015. "The macro-economic impact of e-commerce in the EU Digital Single Market," JRC Working Papers on Digital Economy 2015-09, Joint Research Centre.
    14. Sumit Agarwal & Wenlan Qian, 2014. "Consumption and Debt Response to Unanticipated Income Shocks: Evidence from a Natural Experiment in Singapore," American Economic Review, American Economic Association, vol. 104(12), pages 4205-4230, December.
    15. Treb Allen, 2014. "Information Frictions in Trade," Econometrica, Econometric Society, vol. 82, pages 2041-2083, November.
    16. Wang, Zhu & Wolman, Alexander L., 2016. "Payment choice and currency use: Insights from two billion retail transactions," Journal of Monetary Economics, Elsevier, vol. 84(C), pages 94-115.
    17. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    18. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-623, June.
    19. 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.
    20. David Bounie & Youssouf Camara, 2019. "Card-Sales Response to Merchant Contactless Payment Acceptance: Causal Evidence," Working Papers hal-02296302, HAL.
    21. John W. Galbraith & Greg Tkacz, 2013. "Analyzing Economic Effects of September 11 and Other Extreme Events Using Debit and Payments System Data," Canadian Public Policy, University of Toronto Press, vol. 39(1), pages 119-134, March.
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    Keywords

    Consumption expenditure; Consumer mobility; Gravity model; Inter-regional trade; E-commerce;
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