Evidence map›Paper›PMID 41220383›Full record

ArticlePublic health nutrition2025

Measuring access to culturally appropriate food and associations with diabetes among Asian Americans and Native Hawaiians or Pacific Islanders.

Rujia Xie, Yanjia Cao, Jiue-An Yang, Calvin P Tribby, Clara Voong, Marta M Jankowska

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Article in Public health nutrition, 2025. 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

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Rujia XieHerbert Wertheim School of Public Health and Human Longevity Science, https://ror.org/0168r3w48University of California, San Diego, La Jolla, CA, USA.ORCID 0009-0007-4437-365X
Yanjia CaoDepartment of Geography, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR.
Jiue-An YangPopulation Sciences, Beckman Research Institute, City of Hope, Duarte, CA, USA.
Calvin P TribbyPopulation Sciences, Beckman Research Institute, City of Hope, Duarte, CA, USA.
Clara VoongHerbert Wertheim School of Public Health and Human Longevity Science, https://ror.org/0168r3w48University of California, San Diego, La Jolla, CA, USA.
Marta M JankowskaPopulation Sciences, Beckman Research Institute, City of Hope, Duarte, CA, USA.

Funding

Transgenic Mouse FacilityP30CA033572 · NCI · CITY OF HOPE/BECKMAN RESEARCH INSTITUTE · PI John Charles Williams · 1985 to 2026
$86.3M
NCI NIH HHS P30 CA033572
6 · The paper itself

Abstract

objectiveThe Food Access Research Atlas (FARA) is a common measure of food access developed by the US Department of Agriculture. However, its sole focus on supermarkets lacks specificity for culturally appropriate food. This ecological study assesses the relationship of FARA and our novel Yelp-based Ethnic Store Measure with diabetes rates among Asian Americans and Native Hawaiians or Pacific Islanders (AAPI).

designThis study leveraged crowd-sourced Yelp data to develop six culturally appropriate food access variables and compare them with FARA at the census tract (CT) level. Estimates of CT AAPI diabetes rates were calculated from hospital and emergency department discharge data. Spatial trends were examined visually and with Moran's

settingSan Diego, California, USA. SUBJECTS: All 626 CT in San Diego, CA.

resultsMost food access variables showed strong spatial autocorrelation. The FARA measure - percent of AAPI population beyond 0·5 miles of a supermarket - was positively associated with AAPI diabetes in OLS (1·88; 95 % CI 0·76, 3·0;

conclusionArea-level, culturally sensitive measures of food access offer valuable insights into the role of culturally appropriate food access on cardiometabolic health among racial and ethnic minorities.

Indexed as

AsianAsian American Native Hawaiian and Pacific IslanderDiabetes MellitusFood SupplyNative Hawaiian or Pacific IslanderAdultCaliforniaFemaleFood MarketsHumansMaleMiddle AgedAccess to healthy foodsBuilt environmentCrowdsourcingHealth status disparitiesMetabolic diseasesMinority healthSocial determinants of health

Identifiers

PMID41220383
PMCPMC12722082

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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.