The DOI matches its Crossref record; 47 of the 47 references it cites were found in a registry or an index.
Urban Food Environments and Residents’ Shopping Behaviors
Abstract
Background Food environments may promote or undermine healthy behaviors, but questions remain regarding how individuals interact with their local food environments.Purpose This study incorporated an urban food environment audit as well as an examination of residents' food shopping behaviors within that context.Methods In 2010, the research team audited the variety and healthfulness of foods available in 373 Philadelphia stores, using the validated Nutrition Environment Measures Survey in Stores (NEMS-S); higher scores indicate more diverse and healthful food inventories. The team also surveyed urban residents (n=514) regarding their food shopping. Descriptive and multivariate analyses (conducted in 2012) assessed variation in retail food environments and in shoppers' store choices.Results Corner and convenience stores were common (78.6% of food retail outlets) and had the lowest mean NEMS-S scores of any store type. Most participants (94.5%) did their primary food shopping at higher-scoring chain supermarkets, and the majority of participants did not shop at the supermarket closest to home. Supermarket offerings varied, with significantly fewer healthful foods at supermarkets closest to the homes of disadvantaged residents. In multivariate analyses, participants were significantly more likely to shop at supermarkets closest to home if those supermarkets had higher NEMS-S scores.Conclusions These data suggest that, when possible, shoppers chose supermarkets that offered more variety and more healthful foods. Findings from this study also reinforce concern regarding unhealthy immediate food environments for disadvantaged residents, who disproportionately relied on nearby stores with more limited food items. Interventions to improve nutrition and health should address not only food store proximity but also diversity of healthful foods available.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Many of us buy our food from supermarkets [85].”
From The Health Benefits of Dietary Fibre (2020) · cites this paper as [85]
Citations
Cites
Prevalence and Trends in Obesity Among US Adults, 1999-2008
Flegal, K. M. (2010) · JAMA · doi:10.1001/jama.2009.2014 · Cited by 7,580
Wang, Y., & Beydoun, M. A. (2007) · Epidemiologic Reviews · doi:10.1093/epirev/mxm007 · Cited by 2,854
Creating Healthy Food and Eating Environments: Policy and Environmental Approaches
Story, M. T., Kaphingst, K. M., Robinson‐O’Brien, R., & Glanz, K. (2007) · Annual Review of Public Health · doi:10.1146/annurev.publhealth.29.020907.090926 · Cited by 2,387
Larson, N. I., Story, M. T., & Nelson, M. C. (2009) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2008.09.025 · Cited by 2,003
Disparities and access to healthy food in the United States: A review of food deserts literature
Walker, R. E., Keane, C. R., & Burke, J. G. (2010) · Health & Place · doi:10.1016/j.healthplace.2010.04.013 · Cited by 1,716
Neighborhood characteristics associated with the location of food stores and food service places
Morland, K. B., Wing, S., Roux, A. V. D., & Poole, C. (2002) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(01)00403-2 · Cited by 1,662
Environmental Influences on Eating and Physical Activity
French, S. A., Story, M. T., & Jeffery, R. W. (2001) · Annual Review of Public Health · doi:10.1146/annurev.publhealth.22.1.309 · Cited by 1,469
The local food environment and diet: a systematic review
Caspi, C. E., Sorensen, G., Subramanian, S. V., & Kawachi, I. (2012) · Health & Place · doi:10.1016/j.healthplace.2012.05.006 · Cited by 1,404
Morland, K., Wing, S., & Roux, A. D. (2002) · American Journal of Public Health · doi:10.2105/ajph.92.11.1761 · Cited by 1,289
Fast food, race/ethnicity, and income
Block, J. P., Scribner, R. A., & DeSalvo, K. B. (2004) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2004.06.007 · Cited by 834
Flagged first, then by citations
Research works printed but not linked: 1
- Morland, 2002, The contextual effect of the local food environment on residents' diets: the atherosclerosis risk in communities study, Am J Public Health, 92, 1761, 10.2105/AJPH.92.11.1761 · DOI · Paper page
Cited by
Sorted by citations
Items 101–172 of 172
Sharif, M. Z., Garza, J. R., Langellier, B. A., Kuo, A. A., Glik, D. C., Prelip, M. L., & Ortega, A. N. (2015) · Public Health Reports · doi:10.1177/003335491513000421 · Cited by 9
Peng, K., & Kaza, N. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17207517 · Cited by 9
Low-income respondents’ perceptions about food retail and food pantry shopping environments
Aragón, M. C., Shultz, J. A., Bush-Kaufman, A., & Barale, K. V. (2018) · Journal of Hunger & Environmental Nutrition · doi:10.1080/19320248.2018.1434097 · Cited by 9
McGuirt, J. T., Wu, Q., Laska, M. N., Truesdale, K. P., Rafferty, A. P., Bell, R. A., Ammerman, A. S., & Pitts, S. J. (2020) · Public Health Nutrition · doi:10.1017/s1368980020005017 · Cited by 8
What is a “Snack”? Perspectives from Adolescents in Urban Communities
Gangrade, N., Fleur, K. S., & Leak, T. M. (2021) · Ecology of Food and Nutrition · doi:10.1080/03670244.2021.2020114 · Cited by 8
Manga, J. S., Diouf, A., Vandevijvere, S., Diagne, M., Kwadjode, K., Dossou, N. I., Thiam, E. H. M., Ndiaye, N. F., & Moubarac, J. (2022) · Public Health Nutrition · doi:10.1017/s1368980022000702 · Cited by 8
Getting groceries during the pandemic: How transit remained important despite the rise of e-delivery
Palm, M. J., Widener, M. J., & Farber, S. (2023) · Journal of Transport & Health · doi:10.1016/j.jth.2023.101623 · Cited by 8
Recchia, D., Pérignon, M., Rollet, P., Bricas, N., Vonthron, S., Perrin, C., Sirieix, L., Charreire, H., Méjean, C., & Surfood-Foodscapes Working Group (2023) · Public Health Nutrition · doi:10.1017/s1368980023002720 · Cited by 8
Inequity in access to healthy foods
Schneider, K., Bellows, A. L., Downs, S., Bell, W. F. L., Ambikapathi, R., Nordhagen, S., Branca, F., Masters, W. A., & Fanzo, J. (2023) · doi:10.36072/dp.12 · Cited by 8
Razak, S. A., Atoloye, A. T., Antrum, C. J., Niroula, K., Bannor, R., Ray, S., Coman, E., Huedo-Medina, T. B., Duffy, V. B., & Stowers, K. C. (2025) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph22101481 · Cited by 7
Food shopping behaviors of residents in two Bronx neighborhoods
Dannefer, R., Mezzacca, T. A., Brathwaite, C., & Walsh, R. J. (2015) · AIMS Public Health · doi:10.3934/publichealth.2016.1.1 · Cited by 7
Sheats, J. L., de Leon, B., & Ona, F. (2014) · Journal of Hunger & Environmental Nutrition · doi:10.1080/19320248.2014.908449 · Cited by 7
Fruit and Vegetable Purchases in Farmer’s Market Stands: Analysing Survey and Sales Data
Rebouillat, P., Bonin, S., Kestens, Y., Chaput, S., Drouin, L., & Mercille, G. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17010088 · Cited by 7
Magalhães, E. I. D. S., Schattschneider, D. P., de Vargas, E. B., da Silva, L. Y., Borges, D. C., da Conceição, W. L., Fanton, M., & Canuto, R. (2025) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-025-02728-8 · Cited by 6
Co, M. C., & Henry, S. B. (2018) · Hispanic Health Care International · doi:10.1177/1540415318788068 · Cited by 6
Langellier, B. A., Argibay, S., Henson, R. M., Kravitz, C., Eastus, A., Stankov, I., & Headen, I. E. (2024) · Journal of Urban Health · doi:10.1007/s11524-024-00895-3 · Cited by 5
Do Food and Nutrition Public Establishments Influence Availability to Healthy Food in Neighborhood?
Cordeiro, N. G., Mendes, L. L., Jardim, M. Z., Claro, R. M., Pessoa, M. C., Granado, F. S., Andrade, A. C. D. S., & Costa, B. V. D. L. (2022) · Journal of Hunger & Environmental Nutrition · doi:10.1080/19320248.2022.2155095 · Cited by 5
Analyzing drivers of organic food sales–A pooled spatial data analysis for Hamburg (Germany)
Joseph, S., & Friedrich, H. (2023) · PLoS ONE · doi:10.1371/journal.pone.0285377 · Cited by 6
Livings, M. S., Wilson, J. P., Miller, S., de Bruin, W. B., Weber, K., Babboni, M., Xu, M., Li, K., & de la Haye, K. (2023) · Food Security · doi:10.1007/s12571-023-01381-5 · Cited by 6
Ikejima, Y. (2018) · International journal of sociology of agriculture and food · doi:10.48416/ijsaf.v25i1.23 · Cited by 5
Chan, J., Meisters, R., Lakerveld, J., Schram, M. T., Bosma, H., & Koster, A. (2025) · Health & Place · doi:10.1016/j.healthplace.2025.103432 · Cited by 4
Bai, Y. K., & Ciecierski, A. (2023) · Journal of Community Health · doi:10.1007/s10900-023-01262-0 · Cited by 4
Oh, S. E. S., Kwon, D., & Kim, B. H. S. (2023) · International Regional Science Review · doi:10.1177/01600176231214205 · Cited by 4
Bella, G., Borowski, E. C., & Stathopoulos, A. (2024) · Journal of Transport Geography · doi:10.1016/j.jtrangeo.2024.104018 · Cited by 4
Enhancing understanding of food purchasing patterns in the Northeast US using multiple datasets
Palmer, A., Bonanno, A., Clancy, K., Cho, C. Y., Cleary, R., & Lee, R. (2019) · Renewable Agriculture and Food Systems · doi:10.1017/s1742170519000371 · Cited by 4
The Influence of Time on Food Intake Patterns:
Christopher, K. L. (2016) · UKnowledge (University of Kentucky) · doi:10.13023/etd.2016.458 · Cited by 3
Gustafson, A. (2014) · Journal of Obesity & Weight loss Therapy · doi:10.4172/2165-7904.1000214 · Cited by 3
Healthy Food Environment Scoping Review
Hector, D., Boylan, S. M., & Lee, A. (2016) · The Sydney eScholarship Repository (The University of Sydney) · Cited by 3
Bowen, S., & Hardison‐Moody, A. (2023) · American Journal of Public Health · doi:10.2105/ajph.2023.307243 · Cited by 3
Food Shopping Strategies Among a Diverse Sample of East Harlem Residents: A Qualitative Study
Nieves, C. I., Dannefer, R., Sacks, R., & Zamula, A. (2024) · American Journal of Health Promotion · doi:10.1177/08901171241273401 · Cited by 2
Taylor, D. E., Bell, A., Saherwala, A., Lewis, S., Rybarczyk, G., & Wetzel, R. (2025) · Journal of Agriculture Food Systems and Community Development · doi:10.5304/jafscd.2025.142.014 · Cited by 3
Demographic differences in healthy food purchases in a corner store intervention
Tibbits, M. K., Wang, H., Soliman, G. A., Schram, S., Balluff, M., Grimm, B. L., & Siahpush, M. (2017) · Journal of Hunger & Environmental Nutrition · doi:10.1080/19320248.2017.1403405 · Cited by 2
Exploring core food accessibility in Tamworth, NSW, Australia
Payne, E., Brown, L., Crowley, E., Rollo, M. E., & Schumacher, T. L. (2020) · Informatics for Health and Social Care · doi:10.1080/17538157.2020.1793345 · Cited by 2
Dietary Fiber Intake and Related Factors in Community-Based Iranian’s Elderly
Safarnavadeh, M., ghanbari, M., & Salehi, L. (2023) · Medical Journal of the Islamic Republic of Iran · doi:10.47176/mjiri.37.75 · Cited by 4
Advertising and Stocking at Small Retailers: A Sweetened Beverage Excise Tax in Philadelphia
Lee, M. M., Gibson, L., Hua, S. V., Lowery, C. M., Paul, M., Roberto, C. A., Lawman, H. G., Bleich, S. N., Mitra, N., & Kenney, E. L. (2023) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2023.09.022 · Cited by 2
Where Urban Residents Shop for Produce
Karpyn, A. E., Tappe, K. A., Hillier, A. E., Cannuscio, C., Koprak, J., & Glanz, K. (2014) · Journal of Agriculture Food Systems and Community Development · doi:10.5304/jafscd.2014.044.009 · Cited by 2
Ekúndayò, O. T., Kosoko‐Lasaki, O., Smith, J. M., Hayashi, G. I., Sanders, R., Issaka, A., & Stone, J. R. (2020) · International Journal of Health Promotion and Education · doi:10.1080/14635240.2020.1726200 · Cited by 4
Reliability and Validity of the Perceived Neighborhood Food Environment Scale
Komatsu, M., Akamatsu, R., Yoshii, E., & Saiki, M. (2020) · Journal of Educational and Developmental Psychology · doi:10.5539/jedp.v10n1p71 · Cited by 2
Jalbert-Arsenault, É., Robitaille, É., & Paquette, M.-C. (2017) · Promotion de la santé et prévention des maladies chroniques au Canada · doi:10.24095/hpcdp.37.9.04f · Cited by 1
Ewald, L. M., LeGrand, K. E., Ugo-Ike, C.-L., Honeycutt, S., Hall, J. L., Gakidou, E. E., Mokdad, A. H., & Roth, G. A. (2025) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph22020312 · Cited by 1
Ganasegeran, K., Manaf, M. R. A., Waller, L. A., Safian, N., Rizal, M. F. M., Chiew, W. L., Mustapha, F. I., & Maulud, K. N. A. (2025) · JMIR Public Health and Surveillance · doi:10.2196/70045 · Cited by 1
Obesity and Food Access: Do Consumer Preferences Matter
Coyle, S., Keehan, S. P., & Schwartz, J. (2023) · The American Economist · doi:10.1177/05694345231166410 · Cited by 1
Pulvera, R., Hewawitharana, S. C., Thompson, H. R., Leung, C. W., & Gosliner, W. A. (2023) · Journal of Hunger & Environmental Nutrition · doi:10.1080/19320248.2023.2285922 · Cited by 1
Potential of using groceries in disasters/pandemics management: case of Al Ain City, UAE
Yagoub, M. M., Alsumaiti, T. S., Alhosani, N., Elmubarak, M. G., Kortbi, O., Tesfaldet, Y. T., Namani, M. A., & Aldhanhani, S. R. (2024) · Cogent Business & Management · doi:10.1080/23311975.2024.2307639 · Cited by 1
Sigala, E. G., Chrysohoou, C. A., Barkas, F., Liberopoulos, E. N., Sfikakis, P. P., Faka, A., Tsioufis, C., Pitsavos, C., & Panagiotakos, D. B. (2025) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2024.1467564 · Cited by 1
Impact of Grocery Store Proximity on Store Preference Among Atlanta SNAP-Ed Participants
Wei, Y., Shannon, J., & Lee, J. S. (2022) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2021.01.004 · Cited by 1
Magalhães, E. I. D. S., Schattschneider, D. P., de Vargas, E. B., da Silva, L. Y., Borges, D. C., da Conceição, W. L., Fanton, M., & Canuto, R. (2025) · Research Square · doi:10.21203/rs.3.rs-6529245/v1 · Cited by 1
LINKING THE HOME AND NEIGHBORHOOD FOOD ENVIRONMENTS REGARDING DIETARY INTAKE AMONG RURAL ADOLESCENTS
Saulnier, M. J. (2015) · UKnowledge (University of Kentucky)
Health and Well-being in Urban Environments
Mizdrak, A., & Ritchie, A. J. (2017) · Green energy and technology · doi:10.1007/978-3-319-54458-8_6
Stern, D. (2019) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/y17r-zp13
Cuffey, J. M. (2018) · University of Minnesota Digital Conservancy (University of Minnesota)
Karpyn, A. E., Ruhs, B., Sawyer-Morris, G., Weiss, S., Grajeda, S., LeVine, D., & Ohri‐Vachaspati, P. (2020) · Journal of Human Sciences and Extension · doi:10.54718/ftwo4987
AMBIENTE ALIMENTAR EM SÃO LEOPOLDO, RS, BR: ASSOCIAÇÃO COM VARIÁVEIS SOCIODEMOGRÁFICAS DA VIZINHANÇA
Backes, V., da Costa, J. S. D., de Bairros, F. S., Cafruni, C. B., & Olinto, M. T. A. (2021) · Editora Científica Digital eBooks · doi:10.37885/210705252
Ford, O., Rainville, A. J., Bessire, R., Yang, X., & Wu, T. (2021) · Journal of Hunger & Environmental Nutrition · doi:10.1080/19320248.2021.2002749
Individual‐ and environmental‐level determinants of fruit and vegetable intakes in rural Georgia
Antonacci, C. C., Kegler, M. C., Bigger, L. M., Hermstad, A. K., Ebey-Tessendorf, K., & Haardörfer, R. (2024) · The Journal of Rural Health · doi:10.1111/jrh.12880
Ovando, A. C. D. S., Granados-Rivera, D., Mejía, G., & Mejía‐Argueta, C. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.5035334
Shon, C., & Yoon, N. (2025) · 보건교육·건강증진학회지 · doi:10.14367/kjhep.2025.42.2.1
Becerra, M. B., Danish, F., & Chawdhury, V. (2025) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph22081169
da Silva-Ovando, A. C., Granados-Rivera, D., Mejía, G., Mejía‐Argueta, C., & Gutiérrez-Franco, E. (2025) · Logistics · doi:10.3390/logistics9030118
Perceived Food Environments and Fruit & Vegetable consumption among Hungarian single mothersPreprint
Vespa, F., Benedek, Z., Szakál, D., Pózner, V., Antal, E., Varsányi, K., & Mathijs, E. (2025) · Research Square · doi:10.21203/rs.3.rs-7290218/v1
Gaucher-Holm, A., Wood, B., Sacks, G., & Vanderlee, L. (2024) · Figshare · doi:10.6084/m9.figshare.26574640
Fang, D., Thomsen, M. R., & Nayga, R. M. (2021) · Figshare · doi:10.6084/m9.figshare.14337675
Shier, V., Miller, S., & Datar, A. (2022) · Figshare · doi:10.6084/m9.figshare.20626391
Anderson, C. E., Crespi, C. M., Wang, M. C., Whaley, S. E., & Chaparro, M. P. (2020) · Figshare · doi:10.6084/m9.figshare.12299114
López-Gastélum, E., Reyes-Castro, P. A., Arellano-Gálvez, M. D. C., & Ferrer, C. P. (2026) · Cities & Health · doi:10.1080/23748834.2026.2616561
How does the built environment affect obesity? A review from the perspective of urban planning
Wu, H., Han, G., Yang, L., & Liang, R. (2026) · International Journal of Environmental Science and Technology · doi:10.1007/s13762-026-07081-9
Dupont, N. J., Petit, A. L., & Morel, C. S. (2021) · Journal of Medical Sciences and Interdisciplinary Research · doi:10.51847/opfpwmmf0r
Perceived food environments and fruit & vegetable consumption among Hungarian single mothers
Vespa, F., Benedek, Z., Szakál, D., Pózner, V., Antal, E., Varsányi, K., & Mathijs, E. (2026) · Discover Food · doi:10.1007/s44187-026-00996-9
Associations of geographic access to WIC-approved vendors with WIC benefit redemption in California
Anderson, C. E., Chaney, A. M., Whaley, S. E., Chharawalla, H., & Au, L. E. (2026) · Current Developments in Nutrition · doi:10.1016/j.cdnut.2026.109558
Metadata
- Authors
- Cannuscio, C. C., Tappe, K., Hillier, A., Buttenheim, A., Karpyn, A., & Glanz, K.
- Affiliations
- University of Pennsylvania (US)
- The Food Trust (US)
- Corresponding author
- Cannuscio, Carolyn C.
- Venue
- American Journal of Preventive Medicine
- Publisher
- Elsevier BV
- Published
- 2013-11
- Volume
- 45
- Issue
- 5
- Pages
- 606-614
- ISSN
- 0749-3797 (ISSN-L)
- OpenAlex
- W2080013037
- Cited by
- 172
- References
- 47
- Citations by year
- 2026: 4 · 2025: 13 · 2024: 9 · 2023: 16 · 2022: 15 · 2021: 15 · 2020: 18 · 2019: 10 · 2018: 16 · 2017: 21 · 2016: 16 · 2015: 11 · 2014: 8
- FWCI
- 21.05
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Journal of Preventive Medicine (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Food Security and Health in Diverse Populations
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Social Sciences › Transportation › Urban Transport and Accessibility
- Keywords
- urban food environment, food shopping behavior, food retail outlets, supermarket choice, convenience stores, corner stores, socioeconomic disparities, Philadelphia
- MeSH terms
- Adolescent, Adult, Aged, Aged, 80 and over, Choice Behavior, Commerce, Data Collection, Female, Food Supply, Humans, Male, Middle Aged, Residence Characteristics, Socioeconomic Factors, Urban Population, Philadelphia, Health Behavior, Multivariate Analysis, Young Adult, Food, Organic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review