Evidence map›Paper›PMID 42141384›Full record

ArticleBMC public health2026

Retail food environment assessments: a case study of consumer and community nutrition environment perspectives of Logan, Utah.

Abiodun T Atoloye, Oluyemisi Akinsola, Habiba Nur, Heidi LeBlanc, Lea Palmer, Cris Meier

Abstract read
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Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Abiodun T AtoloyeDepartment of Nutrition, Dietetics, and Food Sciences, Utah State University, 8700 Old Main Hill, Utah, 84322-8700, USA. abiodun.atoloye@usu.edu.
Oluyemisi AkinsolaDepartment of Nutrition, Dietetics, and Food Sciences, Utah State University, 8700 Old Main Hill, Utah, 84322-8700, USA.
Habiba NurDepartment of Nutrition, Dietetics, and Food Sciences, Utah State University, 8700 Old Main Hill, Utah, 84322-8700, USA.
Heidi LeBlancUtah State University, Extension Home and Community, Utah, USA.
Lea PalmerUtah State University, Extension Home and Community, Utah, USA.
Cris MeierDepartment of Sociology, Social Work, and Anthropology & Extension, Utah State University, Utah, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRetail food environments are unevenly distributed in communities, often leading to structural inequities. Understanding these inequities is critical for designing effective, equity-focused interventions, especially in understudied smaller metropolitan areas. The consumer nutrition environment, which include in-store factors and community nutrition environments, covering neighborhood-level access both influence food purchasing behaviors. Measuring these environments provides a comprehensive view of factors shaping food choices, essential for targeted improvements in healthy food access and equity. This study examined the healthiness of food available in Logan, a growing small metropolitan area with a distinctive "main street food corridor".

methodsA comprehensive food store audit was conducted using existing validated food audit tool across various store types and categories. Kernel density analysis in ArcGIS Pro was used to assess the location, type, and healthfulness of different food retail outlets throughout Logan based on Consumer Nutrition Environment Scores (CNES).

resultsKey findings show that Logan's foodscape is dominated by fast-food and full-service restaurants, making up over half of all stores. Our study revealed significant variability in CNES across different store types and categories with supermarkets and healthy specialty stores scoring highest, an indication of a better consumer nutrition environment, while convenience stores with gas stations scoring lowest, reflecting poorer support for healthy choices. Healthy specialty stores had superior CNES at the store-category level.

conclusionWhile disparities exist in the availability of healthy food options across store types in Logan, the dominance of fast-food and full-service restaurants presents both challenges and opportunities to promote healthier options through partnerships and interventions.

Indexed as

CommerceConsumer BehaviorFood SupplyNeighborhood CharacteristicsResidence CharacteristicsFast FoodsHumansRestaurantsUtahCommunity Nutrition EnvironmentCommunity Nutrition Environment ScoreConsumer Nutrition EnvironmentFood retail outlets

Identifiers

PMID42141384
PMCPMC13352832

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LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.