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The economic impacts of the UK's eat out to help out scheme

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  • Gonzalez-Pampillon, Nicolas
  • Nunez-Chaim, Gonzalo
  • Overman, Henry G.

Abstract

We evaluate the economic impacts of the UK's Eat Out to Help Out (EOTHO) scheme on the food service sector. EOTHO was introduced during the COVID pandemic to stimulate demand by subsidizing the cost of eating out, with a 50 % discount Mondays to Wednesdays in August 2020. We exploit the spatial variation in participation using a continuous difference-in-differences approach and an instrumental variables strategy. We measure the effect on footfall using mobility data from Google and on employment using job posts from Indeed. Our estimates indicate that a one standard deviation increase in exposure to the EOTHO scheme increased footfall in retail & recreation by 2–5 %, and job posts in the food preparation & service industry by 6–8 %. These effects are transitory, and we do not find evidence of large spillover benefits to non-recreational activities or other sectors.

Suggested Citation

  • Gonzalez-Pampillon, Nicolas & Nunez-Chaim, Gonzalo & Overman, Henry G., 2024. "The economic impacts of the UK's eat out to help out scheme," Journal of Urban Economics, Elsevier, vol. 143(C).
  • Handle: RePEc:eee:juecon:v:143:y:2024:i:c:s0094119024000524
    DOI: 10.1016/j.jue.2024.103682
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    1. Simon Freyaldenhoven & Christian Hansen & Jesse M. Shapiro, 2019. "Pre-event Trends in the Panel Event-Study Design," American Economic Review, American Economic Association, vol. 109(9), pages 3307-3338, September.
    2. Diana Farrell & Lindsay E. Relihan & Marvin W. Ward Jr. & Chris W. Wheat, 2020. "The early impact of Covid-19 on local commerce: changes in spend across neighborhoods and online," CEP Occasional Papers 50, Centre for Economic Performance, LSE.
    3. 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.
    4. Alexander Bick & Adam Blandin & Karel Mertens, 2023. "Work from Home before and after the COVID-19 Outbreak," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(4), pages 1-39, October.
    5. Youssef Benzarti & Dorian Carloni, 2019. "Who Really Benefits from Consumption Tax Cuts? Evidence from a Large VAT Reform in France," American Economic Journal: Economic Policy, American Economic Association, vol. 11(1), pages 38-63, February.
    6. Edward L. Glaeser & Ginger Z. Jin & Benjamin T. Leyden & Michael Luca, 2021. "Learning from deregulation: The asymmetric impact of lockdown and reopening on risky behavior during COVID‐19," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 696-709, September.
    7. Lukas Althoff & Fabian Eckert & Sharat Ganapati & Conor Walsh, 2020. "The City Paradox: Skilled Services and Remote Work," CESifo Working Paper Series 8734, CESifo.
    8. Nicholas Bloom & John Van Reenen, 2010. "Why Do Management Practices Differ across Firms and Countries?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 203-224, Winter.
    9. Carvalho, V & Garcia, Juan R. & Hansen, S. & Ortiz, A. & Rodrigo, T. & More, J. V. R., 2020. "Tracking the COVID-19 Crisis with High-Resolution Transaction Data," Cambridge Working Papers in Economics 2030, Faculty of Economics, University of Cambridge.
    10. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    11. David Autor & David Cho & Leland D. Crane & Mita Goldar & Byron Lutz & Joshua Montes & William B. Peterman & David Ratner & Daniel Villar & Ahu Yildirmaz, 2022. "The $800 Billion Paycheck Protection Program: Where Did the Money Go and Why Did It Go There?," Journal of Economic Perspectives, American Economic Association, vol. 36(2), pages 55-80, Spring.
    12. Daron Acemoglu & David H. Autor & David Lyle, 2004. "Women, War, and Wages: The Effect of Female Labor Supply on the Wage Structure at Midcentury," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 497-551, June.
    13. Landais, Camille & Bounie, David & Camara, Youssouf & Fize, Etienne & Galbraith, John W. & Lavest, Chloe & Pazem, Tatiana & Savatier, Baptiste, 2020. "Consumption Dynamics in the COVID Crisis: Real Time Insights from French Transaction & Bank Data," CEPR Discussion Papers 15474, C.E.P.R. Discussion Papers.
    14. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    15. Kosonen, Tuomas, 2015. "More and cheaper haircuts after VAT cut? On the efficiency and incidence of service sector consumption taxes," Journal of Public Economics, Elsevier, vol. 131(C), pages 87-100.
    16. Aaron J. Staples & Thomas P. Krumel, 2023. "The Paycheck Protection Program and small business performance: Evidence from craft breweries," Small Business Economics, Springer, vol. 61(3), pages 931-956, October.
    17. Ariella Kahn-Lang & Kevin Lang, 2020. "The Promise and Pitfalls of Differences-in-Differences: Reflections on 16 and Pregnant and Other Applications," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(3), pages 613-620, July.
    18. Wu, Di & Nair, Harikesh S. & Geng, Tong, 2020. "Consumption Vouchers during COVID-19: Evidence from E-commerce," Research Papers 3892, Stanford University, Graduate School of Business.
    19. Relihan, Lindsay & Ward, Marvin & Wheat, Chris W. & Farrell, Diana, 2020. "The early impact of COVID-19 on local commerce: changes in spend across neighborhoods and online," LSE Research Online Documents on Economics 105060, London School of Economics and Political Science, LSE Library.
    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.
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    More about this item

    Keywords

    Consumption subsidy; COVID-19; Instrumental variables; Footfall; Job posts;
    All these keywords.

    JEL classification:

    • C36 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Instrumental Variables (IV) Estimation
    • H29 - Public Economics - - Taxation, Subsidies, and Revenue - - - Other
    • H32 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Firm
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

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