IDEAS home Printed from https://ideas.repec.org/p/hhs/nhheco/2022_009.html
   My bibliography  Save this paper

The effect of cross-border shopping on commodity tax revenue: Results from a natural experiment

Author

Listed:
  • Friberg, Richard

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

  • Halseth, Emil M. Strøm

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

  • Frode, Steen

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

  • Ulsaker, Simen A.

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

Abstract

We use grocery data from Norway and COVID-19 border closings to gauge the effect of cross-border shopping on commodity tax revenue. Detailed store-category level data identify differential treatment effects that depend on distance to Swedish stores. Economically significant effects extend to up to two hours’ drive from the border, and even further for prominent cross-border shopping products as beer, cigarettes and soda. Across all products, cross-border shopping decreases tax revenue from VAT by 3.6% at the national level. National commodity tax revenue from carbonated soft drinks (subject to a sugar tax) is reduced by 8.1% and from cigarettes by 11.9%.

Suggested Citation

  • 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.
  • Handle: RePEc:hhs:nhheco:2022_009
    as

    Download full text from publisher

    File URL: https://hdl.handle.net/11250/2999784
    File Function: Full text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    2. Richard Friberg & Frode Steen & Simen A. Ulsaker, 2022. "Hump-Shaped Cross-Price Effects and the Extensive Margin in Cross-Border Shopping," American Economic Journal: Microeconomics, American Economic Association, vol. 14(2), pages 408-438, May.
    3. 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.
    4. Coibion, Olivier & Gorodnichenko, Yuriy & Weber, Michael, 2020. "The Cost of the COVID-19 Crisis: Lockdowns, Macroeconomic Expectations, and Consumer Spending," Department of Economics, Working Paper Series qt4jn1x65h, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    5. 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.
    6. Chirinko, Robert S. & Wilson, Daniel J., 2017. "Tax competition among U.S. states: Racing to the bottom or riding on a seesaw?," Journal of Public Economics, Elsevier, vol. 155(C), pages 147-163.
    7. Andrés Leal & Julio López-Laborda & Fernando Rodrigo, 2010. "Cross-Border Shopping: A Survey," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 16(2), pages 135-148, May.
    8. Emily Yucai Wang, 2015. "The impact of soda taxes on consumer welfare: implications of storability and taste heterogeneity," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 409-441, June.
    9. Cawley, John & Frisvold, David & Hill, Anna & Jones, David, 2020. "Oakland’s sugar-sweetened beverage tax: Impacts on prices, purchases and consumption by adults and children," Economics & Human Biology, Elsevier, vol. 37(C).
    10. David R. Agrawal & William H. Hoyt & John D. Wilson, 2022. "Local Policy Choice: Theory and Empirics," Journal of Economic Literature, American Economic Association, vol. 60(4), pages 1378-1455, December.
    11. Seaton, Jonathan S. & Waterson, Michael, 2013. "Identifying and characterising price leadership in British supermarkets," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 392-403.
    12. 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.
    13. Devereux, Michael P. & Lockwood, Ben & Redoano, Michela, 2008. "Do countries compete over corporate tax rates?," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1210-1235, June.
    14. 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.
    15. Daniel M. Bernhofen & John C. Brown, 2005. "An Empirical Assessment of the Comparative Advantage Gains from Trade: Evidence from Japan," American Economic Review, American Economic Association, vol. 95(1), pages 208-225, March.
    16. 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.
    17. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    18. 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.
    19. Raphaël Parchet, 2019. "Are Local Tax Rates Strategic Complements or Strategic Substitutes?," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 189-224, May.
    20. David Agrawal, 2012. "Games within borders: are geographically differentiated taxes optimal?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 19(4), pages 574-597, August.
    21. Cawley, John & Frisvold, David & Hill, Anna & Jones, David, 2019. "The impact of the Philadelphia beverage tax on purchases and consumption by adults and children," Journal of Health Economics, Elsevier, vol. 67(C).
    22. You-Qiang Wang, 1999. "Commodity Taxes under Fiscal Competition: Stackelberg Equilibrium and Optimality," American Economic Review, American Economic Association, vol. 89(4), pages 974-981, September.
    23. Liran Einav & Peter J. Klenow & Jonathan D. Levin & Raviv Murciano-Goroff, 2021. "Customers and Retail Growth," NBER Working Papers 29561, National Bureau of Economic Research, Inc.
    24. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    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. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    28. 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.
    29. Bo Bian & Jingjing Li & Ting Xu & Natasha Z. Foutz, 2022. "Individualism during Crises," The Review of Economics and Statistics, MIT Press, vol. 104(2), pages 368-385, May.
    30. James Fogarty, 2010. "The Demand For Beer, Wine And Spirits: A Survey Of The Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 24(3), pages 428-478, July.
    31. Laura Cornelsen & Rosemary Green & Rachel Turner & Alan D. Dangour & Bhavani Shankar & Mario Mazzocchi & Richard D. Smith, 2015. "What Happens to Patterns of Food Consumption when Food Prices Change? Evidence from A Systematic Review and Meta‐Analysis of Food Price Elasticities Globally," Health Economics, John Wiley & Sons, Ltd., vol. 24(12), pages 1548-1559, December.
    32. Christian Rojas & Emily Wang, 2021. "Do Taxes On Soda And Sugary Drinks Work? Scanner Data Evidence From Berkeley And Washington State," Economic Inquiry, Western Economic Association International, vol. 59(1), pages 95-118, January.
    33. repec:kap:iaecre:v:16:y:2010:i:2:p:135-148 is not listed on IDEAS
    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. Richard Friberg & Frode Steen & Simen A. Ulsaker, 2022. "Hump-Shaped Cross-Price Effects and the Extensive Margin in Cross-Border Shopping," American Economic Journal: Microeconomics, American Economic Association, vol. 14(2), pages 408-438, May.
    2. Hindriks, Jean & Serse, Valerio, 2019. "Heterogeneity in the tax pass-through to spirit retail prices: Evidence from Belgium," Journal of Public Economics, Elsevier, vol. 176(C), pages 142-160.
    3. repec:kap:iaecre:v:16:y:2010:i:2:p:135-148 is not listed on IDEAS
    4. Andrés Leal & Julio López-Laborda & Fernando Rodrigo, 2010. "Cross-Border Shopping: A Survey," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 16(2), pages 135-148, May.
    5. Ghoddusi, Hamed & Rafizadeh, Nima & Rahmati, Mohammad H., 2018. "Price elasticity of gasoline smuggling: A semi-structural estimation approach," Energy Economics, Elsevier, vol. 71(C), pages 171-185.
    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. Janeba, Eckhard & Todtenhaupt, Maximilian, 2018. "Fiscal competition and public debt," Journal of Public Economics, Elsevier, vol. 168(C), pages 47-61.
    8. Keaton Miller & Boyoung Seo, 2021. "The Effect of Cannabis Legalization on Substance Demand and Tax Revenues," National Tax Journal, University of Chicago Press, vol. 74(1), pages 107-145.
    9. Hebous, Shafik & Keen, Michael, 2023. "Pareto-improving minimum corporate taxation," Journal of Public Economics, Elsevier, vol. 225(C).
    10. Katarzyna Bilicka & Evgeniya Dubinina & Petr Janský, 2022. "Fiscal consequences of corporate tax avoidance," WIDER Working Paper Series wp-2022-97, World Institute for Development Economic Research (UNU-WIDER).
    11. Rosella Levaggi & Paolo M. Panteghini, 2021. "Public expenditure spillovers: an explanation for heterogeneous tax reaction functions," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 28(3), pages 497-514, June.
    12. Zineb Abidi & Emmanuelle Taugourdeau, 2024. "Tax competition and harmonization where tastes for public goods differ," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 31(4), pages 953-979, August.
    13. Mario J. Crucini & Oscar O'Flaherty, 2020. "Stay-at-Home Orders in a Fiscal Union," NBER Working Papers 28182, National Bureau of Economic Research, Inc.
    14. Wang, Lingxiao & Zheng, Yuqing, 2024. "Why are grocery foods taxed in the United States? Theory and spatial evidence from multilevel government interactions," Regional Science and Urban Economics, Elsevier, vol. 104(C).
    15. 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.
    16. Brian Cepparulo, 2022. "The impact of COVID-19 restrictions on economic activity: Evidence from the Italian regional system," French Stata Users' Group Meetings 2022 15, Stata Users Group.
    17. Thomas M. Fullerton & Adam G. Walke, 2019. "Cross-Border Shopping and Employment Patterns in the Southwestern United States," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 10(03), pages 1-19, October.
    18. Barrot, Jean-Noël & Bonelli, Maxime & Grassi, Basile & Sauvagnat, Julien, 2024. "Causal effects of closing businesses in a pandemic," Journal of Financial Economics, Elsevier, vol. 154(C).
    19. Janeba, Eckhard & Schjelderup, Guttorm, 2023. "The global minimum tax raises more revenues than you think, or much less," Journal of International Economics, Elsevier, vol. 145(C).
    20. Piera Bello, 2017. "Exchange rate fluctuations and border crossings: evidence from the Swiss-Italian border," IdEP Economic Papers 1701, USI Università della Svizzera italiana.
    21. Frederic Kluser, 2023. "Cross-Border Shopping: Evidence from Household Transaction Records," Diskussionsschriften credresearchpaper42, Universitaet Bern, Departement Volkswirtschaft - CRED.

    More about this item

    Keywords

    Cross-border shopping; Commodity taxes; Excise taxes; Tax Competition;
    All these keywords.

    JEL classification:

    • F15 - International Economics - - Trade - - - Economic Integration
    • H20 - Public Economics - - Taxation, Subsidies, and Revenue - - - General
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce

    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:hhs:nhheco:2022_009. 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: Karen Reed-Larsen (email available below). General contact details of provider: https://edirc.repec.org/data/sonhhno.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.