IDEAS home Printed from https://ideas.repec.org/p/ags/aaea26/404588.html

Store-Level Food Healthfulness Measurements Using Scanner Data and Machine Learning Imputation

Author

Listed:
  • Yang, Bixuan
  • Kropp, Jaclyn
  • Grigsby-Calage, Charles
  • Sowell, Samantha
  • Mullally, Conner
  • Volpe, Ricky
  • Byrne, Anne

Abstract

No abstract is available for this item.

Suggested Citation

  • Yang, Bixuan & Kropp, Jaclyn & Grigsby-Calage, Charles & Sowell, Samantha & Mullally, Conner & Volpe, Ricky & Byrne, Anne, 2026. "Store-Level Food Healthfulness Measurements Using Scanner Data and Machine Learning Imputation," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404588, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea26:404588
    DOI: 10.22004/ag.econ.404588
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/404588/files/177576_199147_115232_NEMS_scan_ML_imputation.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.404588?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. Richard J. Volpe & Nathalie Lavoie, 2008. "The Effect of Wal-Mart Supercenters on Grocery Prices in New England," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(1), pages 4-26.
    2. Marie-Laure Allain & Claire Chambolle & Stéphane Turolla & Sofia B. Villas-Boas, 2017. "Retail Mergers and Food Prices: Evidence from France," Journal of Industrial Economics, Wiley Blackwell, vol. 65(3), pages 469-509, September.
    3. Zeballos, Eliana & Dong, Xiao & Islamaj, Ergys, "undated". "A Disaggregated View of Market Concentration in the Food Retail Industry," USDA Miscellaneous 333546, United States Department of Agriculture.
    4. Xiaowei Cai & Richard Volpe & Christiane Schroeter & Lisa Mancino, 2018. "Food retail market structure and produce purchases in the United States," Agribusiness, John Wiley & Sons, Ltd., vol. 34(4), pages 756-770, October.
    5. Avner Shaked & John Sutton, 1982. "Relaxing Price Competition Through Product Differentiation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(1), pages 3-13.
    6. Dolega, Les & Pavlis, Michalis & Singleton, Alex, 2016. "Estimating attractiveness, hierarchy and catchment area extents for a national set of retail centre agglomerations," Journal of Retailing and Consumer Services, Elsevier, vol. 28(C), pages 78-90.
    7. Lauren Chenarides & Edward C Jaenicke, 2019. "Documenting the Link Between Poor Food Access and Less Healthy Product Assortment Across the U.S," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 41(3), pages 434-474.
    8. Lewis, L.B. & Sloane, D.C. & Nascimento, L.M. & Diamant, A.L. & Guinyard, J.J. & Yancey, A.K. & Flynn, G., 2005. "African Americans' access to healthy food options in South Los Angeles restaurants," American Journal of Public Health, American Public Health Association, vol. 95(4), pages 668-673.
    9. Rebecca Taylor & Sofia B. Villas-Boas, 2016. "Food Store Choices of Poor Households: A Discrete Choice Analysis of the National Household Food Acquisition and Purchase Survey (FoodAPS)," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(2), pages 513-532.
    10. Hunt Allcott & Rebecca Diamond & Jean-Pierre Dubé & Jessie Handbury & Ilya Rahkovsky & Molly Schnell, 2019. "Food Deserts and the Causes of Nutritional Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1793-1844.
    11. Ver Ploeg, Michele & Scharadin, Benjamin & Miller, Lauren & Gonzalez, Jeffrey & Odom, Rodney, 2024. "Utilizing the USDA’s National Household Food Acquisition and Purchase Survey to Calculate a Household-Level Food Environment Measure," Technical Bulletins 342466, United States Department of Agriculture, Economic Research Service.
    12. 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.
    13. Richard Volpe & Edward C Jaenicke & Lauren Chenarides, 2018. "Store Formats, Market Structure, and Consumers’ Food Shopping Decisions," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 40(4), pages 672-694, December.
    14. Paul B. Ellickson & Paul L.E. Grieco & Oleksii Khvastunov, 2020. "Measuring competition in spatial retail," RAND Journal of Economics, RAND Corporation, vol. 51(1), pages 189-232, March.
    15. Steven Berry & Joel Waldfogel, 2010. "Product Quality And Market Size," Journal of Industrial Economics, Wiley Blackwell, vol. 58(1), pages 1-31, March.
    16. Zeballos, Eliana & Dong, Xiao & Islamaj, Ergys, 2023. "A Disaggregated View of Market Concentration in the Food Retail Industry," Amber Waves:The Economics of Food, Farming, Natural Resources, and Rural America, United States Department of Agriculture, Economic Research Service, vol. 2023(Economic ), January.
    17. Richard J. Volpe III & Nathalie Lavoie, 2008. "The Effect of Wal-Mart Supercenters on Grocery Prices in New England," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(1), pages 4-26.
    18. Benjamin Scharadin & Michele Ver Ploeg & Chris Dicken, 2022. "Geographic Boundary Definitions and the Robustness of Common Food Retail Environment Measures," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 112(5), pages 1403-1423, June.
    19. Lauren Chenarides & Edward C. Jaenicke, 2019. "Documenting the Link Between Poor Food Access and Less Healthy Product Assortment Across the U.S," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 41(3), pages 434-474, September.
    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. Dong, Xiao & Byrne, Anne T. & Rhone, Alana & Ver Ploeg, Michele, 2025. "Review: untangling the complex economics of the local food retail environment," Food Policy, Elsevier, vol. 137(C).
    2. Yang, Bixuan & Sowell, Samantha & Grigsby-Calage, Chuck & Kropp, Jaclyn & Mullally, Conner & Volpe. Richard & Byrne, Anne, 2025. "Assessing Food Retail Environments: A New Measure of Store-Level Healthfulness," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360892, Agricultural and Applied Economics Association.
    3. Yang, Bixuan & Byrne, Anne & Grigsby-Calage, Charles & Volpe, Ricky & Kropp, Jaclyn, 2026. "Measuring Retail Catchment Areas and Shopping Behavior Using Foot Traffic Data," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404560, Agricultural and Applied Economics Association.
    4. Yang, Bixuan & Kropp, Jaclyn & Grigsby-Calage, Chuck & Volpe, Richard & Byrne, Anne, 2025. "Estimating Retailer Catchment Areas Using Mobility Data," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360875, Agricultural and Applied Economics Association.
    5. Çakır, Metin & Pérez, Ana M. & Arita, Shawn & Cooper, Joseph & Nemec Boehm, Rebecca, 2024. "Perspectives on high U.S. retail food prices during 2020–2022," Food Policy, Elsevier, vol. 129(C).
    6. Cuffey, Joel & Li, Wenying & Yu, Yang & Miao, Ruiqing, 2023. "Retail food environment and household food waste: An empirical study," Food Policy, Elsevier, vol. 117(C).
    7. Richard Volpe & Edward C Jaenicke & Lauren Chenarides, 2018. "Store Formats, Market Structure, and Consumers’ Food Shopping Decisions," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 40(4), pages 672-694, December.
    8. Parke Wilde & Mehreen Ismail & Michele Ver Ploeg, 2021. "The Quality of the Food Retail Environment When Consumers May Be Mobile," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(2), pages 701-715, June.
    9. Ver Ploeg, Michele & Scharadin, Benjamin & Miller, Lauren & Gonzalez, Jeffrey & Odom, Rodney, 2024. "Utilizing the USDA’s National Household Food Acquisition and Purchase Survey to Calculate a Household-Level Food Environment Measure," Technical Bulletins 342466, United States Department of Agriculture, Economic Research Service.
    10. Rigoberto Lopez & Keenan Marchesi & Sandro Steinbach, 2024. "Dollar store expansion and independent grocery retailer contraction," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(2), pages 514-533, June.
    11. MacDonald, James M. & Dong, Xiao & Fuglie, Keith O., 2023. "Concentration and Competition in U.S. Agribusiness," Economic Information Bulletin 337566, United States Department of Agriculture, Economic Research Service.
    12. Hung‐Hao Chang & Brian Lee, 2022. "The association between food outlet accessibility and market competition to household food expenditures: Empirical evidence from the convenience store industry in Taiwan," Agribusiness, John Wiley & Sons, Ltd., vol. 38(1), pages 134-153, January.
    13. Scharadin, Benjamin & Ver Ploeg, Michele L. & Glickman, Alannah & Clark, Jill K., 2021. "Food Purchasing Decisions along the Distribution of an Individual Food Retail Quality Measure," 2021 Annual Meeting, August 1-3, Austin, Texas 314045, Agricultural and Applied Economics Association.
    14. Hovhannisyan, Vardges & Stiegert, Kyle W., 2011. "Imperfect Competition between Milk Manufacturers and Retailers in a Midwestern State in the U.S," 2011 Annual Meeting, February 5-8, 2011, Corpus Christi, Texas 98844, Southern Agricultural Economics Association.
    15. Giuntella, Osea & Rieger, Matthias & Rotunno, Lorenzo, 2020. "Weight gains from trade in foods: Evidence from Mexico," Journal of International Economics, Elsevier, vol. 122(C).
    16. Julia Cage, 2017. "Media Competition, Information Provision and Political Participation: Evidence from French Local Newspapers and Elections, 1944-2014," SciencePo Working papers hal-03393164, HAL.
    17. Volpe, Richard J., III, 2011. "Evaluating the Performance of U.S. Supermarkets: Pricing Strategies, Competition from Hypermarkets, and Private Labels," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 36(3), pages 1-16, December.
    18. Hut, Stefan, 2020. "Determinants of Dietary Choice in the US: Evidence from Consumer Migration," Journal of Health Economics, Elsevier, vol. 72(C).
    19. Zhang, Zhe & Song, Huaming & Shi, Victor & Yang, Shilei, 2021. "Quality differentiation in a dual-channel supply chain," European Journal of Operational Research, Elsevier, vol. 290(3), pages 1000-1013.
    20. Cagé, Julia, 2017. "Media Competition, Information Provision and Political Participation: Evidence from French Local Newspapers and Elections, 1944," CEPR Discussion Papers 12198, Centre for Economic Policy Research.

    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:aaea26:404588. 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.