IDEAS home Printed from https://ideas.repec.org/a/eee/jfpoli/v138y2026ics0306919225002295.html

Cross-border shopping of alcoholic beverages: Evidence from a natural experiment

Author

Listed:
  • Bjørkås, Eivind
  • Rickertsen, Kyrre

Abstract

Cross-border shopping of alcoholic beverages reduces domestic sales and tax revenue. We estimate the effects of cross-border shopping on sales of hard liquor and wine in the Norwegian government-owned retail monopoly (Vinmonopolet) by using the travel restrictions during the COVID-19 pandemic as a natural experiment. The effects are identified by using a dynamic difference-in-differences approach comparing changes in sales in stores with different driving times to the nearest foreign alcohol store. A new robust estimation method that addresses weaknesses of the commonly used two-way fixed-effects estimator is used. Cross-border shopping effects are identified within 90 min driving time to the nearest foreign alcohol store. In this area, the increased sales in Vinmonopolet are estimated to be 56 % for wine and 35 % for hard liquor due to unavailability of cross-border shopping. These increases correspond to 5 % and 4 % of national sales, respectively, and correspond to half a billion NOK in increased annual tax revenue.

Suggested Citation

  • Bjørkås, Eivind & Rickertsen, Kyrre, 2026. "Cross-border shopping of alcoholic beverages: Evidence from a natural experiment," Food Policy, Elsevier, vol. 138(C).
  • Handle: RePEc:eee:jfpoli:v:138:y:2026:i:c:s0306919225002295
    DOI: 10.1016/j.foodpol.2025.103024
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306919225002295
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.foodpol.2025.103024?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Johansson, Per & Pekkarinen, Tuomas & Verho, Jouko, 2014. "Cross-border health and productivity effects of alcohol policies," Journal of Health Economics, Elsevier, vol. 36(C), pages 125-136.
    2. 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.
    3. 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.
    4. Richard Friberg & Emil M. S. Halseth & Frode Steen & Simen A. Ulsaker, 2024. "The effect of cross‐border shopping on commodity tax revenue: results from Norway's COVID‐19 border closings," Scandinavian Journal of Economics, Wiley Blackwell, vol. 126(4), pages 733-772, October.
    5. 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.
    6. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2024. "Revisiting Event-Study Designs: Robust and Efficient Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3253-3285.
    7. Frédéric Kluser, 2025. "Cross-border shopping: evidence from household transaction records," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 161(1), pages 1-19, December.
    8. Jensen, Jørgen Dejgård & Smed, Sinne, 2013. "The Danish tax on saturated fat – Short run effects on consumption, substitution patterns and consumer prices of fats," Food Policy, Elsevier, vol. 42(C), pages 18-31.
    9. Beck, Guenter W. & Kotz, Hans-Helmut & Zabelina, Natalia, 2020. "Price gaps at the border: Evidence from multi-country household scanner data," Journal of International Economics, Elsevier, vol. 127(C).
    10. Burstein, Ariel & Lein, Sarah & Vogel, Jonathan, 2024. "Cross-border shopping: Evidence and welfare implications for Switzerland," Journal of International Economics, Elsevier, vol. 152(C).
    11. Carolina Caetano & Brantly Callaway, 2024. "Difference-in-Differences when Parallel Trends Holds Conditional on Covariates," Papers 2406.15288, arXiv.org, revised Jun 2026.
    12. Andrew Baker & Brantly Callaway & Scott Cunningham & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2026. "Difference-in-Differences Designs: A Practitioner's Guide," Journal of Economic Literature, American Economic Association, vol. 64(2), pages 498-557, June.
    13. 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.
    14. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    15. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    16. 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).
    17. Chiou Lesley & Muehlegger Erich, 2008. "Crossing the Line: Direct Estimation of Cross-Border Cigarette Sales and the Effect on Tax Revenue," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-41, December.
    18. 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.
    19. Cotti, Chad & Courtemanche, Charles & Maclean, Joanna Catherine & Nesson, Erik & Pesko, Michael F. & Tefft, Nathan W., 2022. "The effects of e-cigarette taxes on e-cigarette prices and tobacco product sales: Evidence from retail panel data," Journal of Health Economics, Elsevier, vol. 86(C).
    20. Jonathan Roth, 2022. "Pretest with Caution: Event-Study Estimates after Testing for Parallel Trends," American Economic Review: Insights, American Economic Association, vol. 4(3), pages 305-322, September.
    21. Christian Ben Lakhdar & Nicolas Gérard Vaillant & François-Charles Wolff, 2016. "Does smoke cross the border? Cigarette tax avoidance in France," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(9), pages 1073-1089, December.
    22. Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised May 2026.
    23. 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.
    24. 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.
    25. 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.
    26. Muhammad Salar Khan & Paul N. Thompson & Victor J. Tremblay, 2020. "Marijuana tax incidence, stockpiling, and cross-border substitution," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 27(1), pages 103-127, February.
    27. Beatty, Timothy K.M. & Larsen, Erling Røed & Sommervoll, Dag Einar, 2009. "Driven to drink: Sin taxes near a border," Journal of Health Economics, Elsevier, vol. 28(6), pages 1175-1184, December.
    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. 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.
    2. Burton, Anne M. & Churchill, Brandyn F., 2025. "Supply-side opioid restrictions and the retail pharmacy market," Journal of Health Economics, Elsevier, vol. 104(C).
    3. Brehm, Johannes & Pestel, Nico & Schaffner, Sandra & Schmitz, Laura, 2025. "From Low Emission Zone to academic track: Environmental policy effects on educational achievement in elementary school," Journal of Environmental Economics and Management, Elsevier, vol. 132(C).
    4. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    5. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2026. "Estimating Causal Effects With Observational Data: Guidelines for Agricultural and Applied Economists," Journal of Agricultural Economics, Wiley Blackwell, vol. 77(2), pages 356-382, June.
    6. Chen, Xing & Huang, Zhijian (James) & Li, Zhuo & Wen, Fenghua, 2025. "Impact from a distance: Emotionally attached-place disasters and corporate risk-taking," Journal of Corporate Finance, Elsevier, vol. 93(C).
    7. Angelo Leogrande & Mauro Di Molfetta & Valeria Notarnicola & Maria Giovanna Trotta, 2026. "Picking Winners or Marking Them? Timing-Based Evaluation of Innovation Certification," Working Papers hal-05662584, HAL.
    8. Hadah, Hussain & Compta, Gael & Saffouri, Ali, 2026. "The Effects of Waiting Periods on Firearm Suicides in the U.S," IZA Discussion Papers 18624, IZA Network @ LISER.
    9. Mensah, Edouard & Filipski, Mateusz, 2026. "Saving for a rainy day: The impact of storms on saving rates," Ecological Economics, Elsevier, vol. 239(C).
    10. Anina Harter, 2025. "Legislative institutions and distributive politics: Evidence from Germany’s federal budget committee," Berlin School of Economics Discussion Papers 0075, Berlin School of Economics.
    11. Coraggio, Luca & Pagano, Marco & Scognamiglio, Annalisa & Tåg, Joacim, 2025. "JAQ of all trades: Job mismatch, firm productivity and managerial quality," Journal of Financial Economics, Elsevier, vol. 164(C).
    12. Amarasinghe, Ashani & Raschky, Paul A. & Zenou, Yves & Zhou, Junjie, 2026. "How natural disasters spread conflict," European Economic Review, Elsevier, vol. 181(C).
    13. Mark Kattenberg & Bas Scheer & Jurre Thiel, 2023. "Causal forests with fixed effects for treatment effect heterogeneity in difference-in-differences," CPB Discussion Paper 452, CPB Netherlands Bureau for Economic Policy Analysis.
    14. Li, Pei & Liu, Kaihao & Lu, Yi & Peng, Lu, 2025. "Organizing regulatory structure and local air quality: Evidence from the environmental vertical management reform in China," Journal of Comparative Economics, Elsevier, vol. 53(1), pages 139-164.
    15. Kim, Yoonjung, 2025. "The effects of universal free lunch provision on student achievement: Evidence from South Korea," Journal of Economic Behavior & Organization, Elsevier, vol. 238(C).
    16. Zhu, Junjie & Guo, Hongfeng, 2025. "Does the development of high-speed rail benefit carbon emissions reduction?," Transport Policy, Elsevier, vol. 172(C).
    17. Brahma, Ananyo & Soundararajan, Vidhya, 2026. "Do rural roads promote inclusive entrepreneurship?," Journal of Economic Behavior & Organization, Elsevier, vol. 241(C).
    18. Cardinali, Rebecca & Lusher, Lester & Taylor, Rebecca L.C. & Villas-Boas, Sofia B., 2025. "Does automation reduce stigma? The effect of self-checkout register adoption on purchasing decisions," Journal of Economic Behavior & Organization, Elsevier, vol. 237(C).
    19. Sarsenbayeva, Aigerim & Alpysbayeva, Dinara, 2025. "Catastrophic health expenditure during healthcare financing reform: Evidence from Kazakhstan," Social Science & Medicine, Elsevier, vol. 371(C).
    20. Fayssal Ayad & Ahlam Delmadji, 2025. "Fifty shades of sustainable development: a global study," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(7), pages 16739-16771, July.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • F15 - International Economics - - Trade - - - Economic Integration
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

    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:eee:jfpoli:v:138:y:2026:i:c:s0306919225002295. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/foodpol .

    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.