IDEAS home Printed from https://ideas.repec.org/p/ags/aaea26/404534.html

Market-Based Surplus Food Redistribution and Household Food Access: Evidence from Too Good To Go

Author

Listed:
  • Li, Ran
  • Fan, Linlin

Abstract

Market-based surplus-food platforms redirect retail inventory that would otherwise be discarded toward households willing to purchase it at a steep discount. We provide the first causal evidence on whether such platforms expand household food access, exploiting the staggered metropolitan expansion of Too Good To Go (TGTG) across fifteen U.S. metropolitan statistical areas between September 2020 and June 2024. Combining proprietary monthly supplier-participation data with 1.66 million household-month observations from the U.S. Census Household Pulse Survey, we estimate heterogeneity-robust dynamic difference-in-differences effects on a four-category measure of household food sufficiency. TGTG entry increases the probability that households report preference-aligned food sufficiency by 1.5 percentage points (2.2 percent relative to baseline) and reduces the probability of preference-unaligned sufficiency by 1.6 percentage points (6.6 percent), suggesting a shift from preference-unaligned to preference-aligned food sufficiency. The estimated effects on moderate and severe food insufficiency are economically small and statistically indistinguishable from zero. Dose-response estimates indicate that marginal gains from additional suppliers are concentrated in markets where the platform is still scaling. Mechanism evidence suggests that the effects operate primarily through an affordability channel: TGTG reduces affordability-related food-access difficulty, with larger reductions among households without mobility difficulty. Falsification tests show no detectable effects on SNAP participation or charitable food receipt, and no detectable gains among households with mobility difficulty. The findings characterize a private, market-based channel that improves preference-aligned food access for households near sufficiency, while leaving more severe food hardship largely unchanged.

Suggested Citation

  • Li, Ran & Fan, Linlin, 2026. "Market-Based Surplus Food Redistribution and Household Food Access: Evidence from Too Good To Go," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404534, Agricultural and Applied Economics Association.
  • Handle: RePEc:ags:aaea26:404534
    DOI: 10.22004/ag.econ.404534
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/404534/files/177552_192614_115232_TGTG_Li_and_Fan.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.404534?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
    ---><---

    References listed on IDEAS

    as
    1. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    2. Hilary W. Hoynes & Diane Whitmore Schanzenbach, 2009. "Consumption Responses to In-Kind Transfers: Evidence from the Introduction of the Food Stamp Program," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 109-139, October.
    3. 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.
    4. David Roodman & James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2019. "Fast and wild: Bootstrap inference in Stata using boottest," Stata Journal, StataCorp LLC, vol. 19(1), pages 4-60, March.
    5. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    6. Jones, Kyle & Leschewski, Andrea & Jones, Jordan & Melo, Grace, 2023. "The Supplemental Nutrition Assistance Program Online Purchasing Pilot’s impact on food insufficiency," Food Policy, Elsevier, vol. 121(C).
    7. Almada, Lorenzo N. & Tchernis, Rusty, 2018. "Measuring effects of SNAP on obesity at the intensive margin," Economics & Human Biology, Elsevier, vol. 31(C), pages 150-163.
    8. Garrone, Paola & Melacini, Marco & Perego, Alessandro, 2014. "Opening the black box of food waste reduction," Food Policy, Elsevier, vol. 46(C), pages 129-139.
    9. Burchi, Francesco & De Muro, Pasquale, 2016. "From food availability to nutritional capabilities: Advancing food security analysis," Food Policy, Elsevier, vol. 60(C), pages 10-19.
    10. 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.
    11. Jean‐Charles Rochet & Jean Tirole, 2006. "Two‐sided markets: a progress report," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 645-667, September.
    12. Ribar, David C. & Hamrick, Karen S., 2003. "Dynamics Of Poverty And Food Sufficiency," Food Assistance and Nutrition Research Reports 33851, United States Department of Agriculture, Economic Research Service.
    13. Akkerman, Renzo & Buisman, Marjolein & Cruijssen, Frans & de Leeuw, Sander & Haijema, Rene, 2023. "Dealing with donations: Supply chain management challenges for food banks," International Journal of Production Economics, Elsevier, vol. 262(C).
    14. Marianne Bitler & Hilary Hoynes, 2016. "The More Things Change, the More They Stay the Same? The Safety Net and Poverty in the Great Recession," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 403-444.
    15. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    16. Belén Derqui & Viachaslau Filimonau, 2024. "The (de)motives for using food waste reduction apps among hospitality providers," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 7262-7277, December.
    17. Chloe N. East, 2020. "The Effect of Food Stamps on Children’s Health: Evidence from Immigrants’ Changing Eligibility," Journal of Human Resources, University of Wisconsin Press, vol. 55(2), pages 387-427.
    18. Marc Rysman, 2009. "The Economics of Two-Sided Markets," Journal of Economic Perspectives, American Economic Association, vol. 23(3), pages 125-143, Summer.
    19. 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.
    20. 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.
    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. Alexander Karaivanov & Dongwoo Kim & Shih En Lu & Hitoshi Shigeoka, 2022. "COVID-19 vaccination mandates and vaccine uptake," Nature Human Behaviour, Nature, vol. 6(12), pages 1615-1624, December.
    2. Elisabetta Calabresi, 2024. "“Don’t Leave Me Alone†: Unilateral Divorce and Intimate Partner Violence," Working Papers - Economics wp2024_17.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    3. Arold, W. Benjamin & Woessmann, Ludger & Zierow, Larissa, 2022. "Can Schools Change Religious Attitudes? Evidence from German State Reforms of Compulsory Religious Education," IZA Discussion Papers 14989, IZA Network @ LISER.
    4. 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).
    5. Schoner, Florian & Mergele, Lukas & Zierow, Larissa, 2024. "Grading student behavior," Labour Economics, Elsevier, vol. 90(C).
    6. Traviss Cassidy & Mark Dincecco & Ugo Antonio Troiano, 2024. "The Introduction of the Income Tax, Fiscal Capacity, and Migration: Evidence from US States," American Economic Journal: Economic Policy, American Economic Association, vol. 16(1), pages 359-393, February.
    7. Mac Clay, Pablo & Börner, Jan & Sellare, Jorge, 2023. "Institutional and macroeconomic stability mediate the effect of auctions on renewable energy capacity," Energy Policy, Elsevier, vol. 180(C).
    8. Kyunghoon Ban & D'esir'e K'edagni, 2022. "Robust Difference-in-differences Models," Papers 2211.06710, arXiv.org, revised Aug 2023.
    9. Rik Chakraborti & Gavin Roberts, 2023. "How price-gouging regulation undermined COVID-19 mitigation: county-level evidence of unintended consequences," Public Choice, Springer, vol. 196(1), pages 51-83, July.
    10. Hahm, Dong Woo, 2026. "From curriculum to career: Early-career labor market effects of the Common Core," Economics of Education Review, Elsevier, vol. 110(C).
    11. Damian Clarke & Kathya Tapia-Schythe, 2021. "Implementing the panel event study," Stata Journal, StataCorp LLC, vol. 21(4), pages 853-884, December.
    12. Fabra, Natalia & Gutiérrez, Eduardo & Lacuesta, Aitor & Ramos, Roberto, 2024. "Do renewable energy investments create local jobs?," Journal of Public Economics, Elsevier, vol. 239(C).
    13. Dalia Ghanem & Pedro H. C. Sant'Anna & Kaspar Wüthrich, 2022. "Selection and Parallel Trends," CESifo Working Paper Series 9910, CESifo.
    14. Schindler, Yannick & Scott, Andrew J., 2025. "The macroeconomic impact of chronic disease in the United Kingdom," The Journal of the Economics of Ageing, Elsevier, vol. 32(C).
    15. Xiaoyong Dai & Peichao Guo, 2026. "Policy failure in public support for small business innovation: the case of innovation vouchers in China," Small Business Economics, Springer, vol. 66(1), pages 393-421, January.
    16. Tatsuru Kikuchi, 2025. "A Unified Framework for Spatial and Temporal Treatment Effect Boundaries: Theory and Identification," Papers 2510.00754, arXiv.org, revised Oct 2025.
    17. Lennon, Conor & Maclean, Johanna Catherine & Teltser, Keith, 2025. "Ridesharing and substance use disorder treatment," Journal of Health Economics, Elsevier, vol. 99(C).
    18. 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).
    19. Andreas Grunewald & Christoph Oslislo & Frederik Schwerter & Zahra Sharafi, 2026. "Dynamic Charitable Giving," CESifo Working Paper Series 12755, CESifo.
    20. Szabó, Andrea & Ujhelyi, Gergely, 2024. "National parks and economic development," Journal of Public Economics, Elsevier, vol. 232(C).

    More about this item

    Keywords

    ;

    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:ags:aaea26:404534. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.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.