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Online shopping and the healthfulness of grocery purchases

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  • Katherine Harris‐Lagoudakis

Abstract

This paper utilizes novel household panel data to analyze the effect of online grocery shopping on the healthfulness of grocery purchases. We utilize variation in the timing that an online shopping service was introduced as a source of exogenous variation in the decision to shop online. Relative to pre‐online service averages, our estimates indicate that online shopping baskets allocate 10.2 (21.7)% more of the total spending (calories) toward healthful product categories and are 10.1% more nutrient dense. We also evaluate the effect of online shopping on the monthly aggregate (in‐store and online) basket. Average treatment effects for the treated (ATT) indicate a 2.3% decline in the sugar/sweet/candy budget share upon the introduction of the online shopping service; however, summary measures of healthfulness do not illustrate robust changes at the monthly level.

Suggested Citation

  • Katherine Harris‐Lagoudakis, 2022. "Online shopping and the healthfulness of grocery purchases," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(3), pages 1050-1076, May.
  • Handle: RePEc:wly:ajagec:v:104:y:2022:i:3:p:1050-1076
    DOI: 10.1111/ajae.12262
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    1. Sofia B. Villas‐Boas & Kristin Kiesel & Joshua P. Berning & Hayley H. Chouinard & Jill J. McCluskey, 2020. "Consumer and Strategic Firm Response to Nutrition Shelf Labels," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(2), pages 458-479, March.
    2. Emily Oster, 2018. "Diabetes and Diet: Purchasing Behavior Change in Response to Health Information," American Economic Journal: Applied Economics, American Economic Association, vol. 10(4), pages 308-348, October.
    3. Kühn, Frauke & Lichters, Marcel & Krey, Nina, 2020. "The touchy issue of produce: Need for touch in online grocery retailing," Journal of Business Research, Elsevier, vol. 117(C), pages 244-255.
    4. Elena Belavina & Karan Girotra & Ashish Kabra, 2017. "Online Grocery Retail: Revenue Models and Environmental Impact," Management Science, INFORMS, vol. 63(6), pages 1781-1799, June.
    5. Jeffrey Grogger, 2017. "Soda Taxes And The Prices of Sodas And Other Drinks: Evidence From Mexico," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(2), pages 481-498.
    6. Avi Goldfarb & Ryan C. McDevitt & Sampsa Samila & Brian S. Silverman, 2015. "The Effect of Social Interaction on Economic Transactions: Evidence from Changes in Two Retail Formats," Management Science, INFORMS, vol. 61(12), pages 2963-2981, December.
    7. Shiv, Baba & Fedorikhin, Alexander, 1999. "Heart and Mind in Conflict: The Interplay of Affect and Cognition in Consumer Decision Making," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 26(3), pages 278-292, December.
    8. France Caillavet & Gayaneh Kyureghian & Rodolfo M. Nayga & Coline Ferrant & Pierre Chauvin, 2015. "Does Healthy Food Access Matter in a French Urban Setting?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(5), pages 1400-1416.
    9. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    10. Katherine Milkman & Todd Rogers & Max Bazerman, 2010. "I’ll have the ice cream soon and the vegetables later: A study of online grocery purchases and order lead time," Marketing Letters, Springer, vol. 21(1), pages 17-35, March.
    11. Loewenstein, George, 1996. "Out of Control: Visceral Influences on Behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 65(3), pages 272-292, March.
    12. Jakina Debnam, 2017. "Selection Effects and Heterogeneous Demand Responses to the Berkeley Soda Tax Vote," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(5), pages 1172-1187.
    13. Emily Wang & Christian Rojas & Francesca Colantuoni, 2017. "Heterogeneous Behavior, Obesity, and Storability in the Demand for Soft Drinks," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(1), pages 18-33.
    14. Jessie Handbury & Ilya Rahkovsky & Molly Schnell, 2015. "Is the Focus on Food Deserts Fruitless? Retail Access and Food Purchases Across the Socioeconomic Spectrum," NBER Working Papers 21126, National Bureau of Economic Research, Inc.
    15. Richard Volpe & Abigail Okrent & Ephraim Leibtag, 2013. "The Effect of Supercenter-format Stores on the Healthfulness of Consumers' Grocery Purchases," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(3), pages 568-589.
    16. 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.
    17. Hut, Stefan, 2020. "Determinants of Dietary Choice in the US: Evidence from Consumer Migration," Journal of Health Economics, Elsevier, vol. 72(C).
    18. repec:hal:spmain:info:hdl:2441/19upp1b1si9uarpnvu9q0gp2mg is not listed on IDEAS
    19. Benjamin Bushong & Lindsay M. King & Colin F. Camerer & Antonio Rangel, 2010. "Pavlovian Processes in Consumer Choice: The Physical Presence of a Good Increases Willingness-to-Pay," American Economic Review, American Economic Association, vol. 100(4), pages 1556-1571, September.
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    1. Arvind Shroff & Satish Kumar & Luisa M. Martinez & Nitesh Pandey, 2024. "From clicks to consequences: a multi-method review of online grocery shopping," Electronic Commerce Research, Springer, vol. 24(2), pages 925-964, June.
    2. Sai Chand Chintala & Jūra Liaukonytė & Nathan Yang, 2024. "Browsing the Aisles or Browsing the App? How Online Grocery Shopping is Changing What We Buy," Marketing Science, INFORMS, vol. 43(3), pages 506-522, May.
    3. Restrepo, Brandon J. & Zeballos, Eliana, 2024. "Who Shops for Groceries Online?," Economic Research Report 346028, United States Department of Agriculture, Economic Research Service.
    4. Harris-Lagoudakis, Katherine, 2023. "The effect of online shopping channels on brand choice, product exploration and price elasticities," International Journal of Industrial Organization, Elsevier, vol. 87(C).

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