Evidence map›Paper›PMID 41588039›Full record

ArticleScientific reports2026

Socioeconomic, demographic and geographic disparities in accessibility to food pantries in the united States.

Yifan Zhang, Minhwa Lee, Jason B Gibbons, Huan-Yuan Chen, Yan Wang, Zonghai Yao, Olivia Bennett, Feiyun Ouyang, David Levy, Katherine L Tucker and 1 more

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Yifan ZhangMiner School of Computer & Information Science, University of Massachusetts Lowell, Lowell, MA, USA.
Minhwa LeeMiner School of Computer & Information Science, University of Massachusetts Lowell, Lowell, MA, USA.
Jason B GibbonsDivision of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Huan-Yuan ChenRobert and Donna Manning College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, MA, USA.
Yan WangDepartment of Psychology, University of Massachusetts Lowell, Lowell, MA, USA.
Zonghai YaoRobert and Donna Manning College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, MA, USA.
Olivia BennettDepartment of Economics, Brandeis University, Waltham, MA, USA.
Feiyun OuyangMiner School of Computer & Information Science, University of Massachusetts Lowell, Lowell, MA, USA.
David LevyCenter of Biomedical and Health Research in Data Sciences, University of Massachusetts Lowell, Lowell, MA, USA.
Katherine L TuckerDepartment of Biomedical & Nutritional Sciences and Center for Population Health, University of Massachusetts Lowell, Lowell, MA, USA.
Hong YuMiner School of Computer & Information Science, University of Massachusetts Lowell, Lowell, MA, USA. hong_yu@uml.edu.

Funding

Social and behavioral determinants of health and Alzheimer’s Disease: Cohort study of the US military veteran populationR01AG080670 · NIA · UNIVERSITY OF MASSACHUSETTS LOWELL · PI HONG YU · 2023 to 2026
$4.5M
Social and behavioral determinants of MOUD utilization and opioid overdoseR01DA056470 · NIDA · UNIVERSITY OF MASSACHUSETTS LOWELL · PI Wenjun Li, DAVID A SMELSON · 2023 to 2026
$2.9M
HSRD VA I01 HX000281HSRD VA I01 HX003711NIA NIH HHS R01 AG080670NIDA NIH HHS R01 DA056470NIH HHS R01DA056470-A1U.S. Department of Veterans Affairs (VA) Health Systems Research 1I01HX003711-01A1
6 · The paper itself

Abstract

Improving access to food pantries (FPs) may help address food insecurity, yet national-level assessments of geographic and socioeconomic disparities remain limited. We created a dataset of 34,475 FPs across all 50 states and the District of Columbia and analyzed their accessibility to the nearest Census block group (BG). We defined accessibility as high, medium, or low based on travel time or distance. Analyses of 239,780 BGs showed that 23.4% had low FP access. We identified geographic disparities across regions and states. For example, states in the Northeast generally have higher FP accessibility, while those in the South show lower access. Although rural BGs are more socioeconomically disadvantaged than urban ones (mean ADI: 71.3 vs. 45.8), they generally have better FP access (only 8.5% with low access vs. 26.5% in urban areas). However, some rural BGs with low FP accessibility tend to have high ADI values. In urban areas, FP placement shows relatively good alignment withneighborhood needs based on analyses of socioeconomic characteristics. In contrast, rural access patterns are more mixed. For example, less-educated rural populations face greater barriers. Findings from this study can inform policy and implementation strategies to improve FP access in underserved communities.

Indexed as

Food AssistanceFood InsecurityFood SupplyDemographyGeographyHumansRural PopulationSocioeconomic Disparities in HealthSocioeconomic FactorsUnited StatesUrban Population

Identifiers

PMID41588039
PMCPMC12905298

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.