Evidence map›Paper›PMID 39897610›Full record

ArticleSSM - population health2025

Transit bus access to healthy, affordable food: A novel geographic information system (GIS) and community-informed analysis.

Ric Bayly, Jennifer Pustz, Thomas J Stopka, Jay Metzger, Mary C Waters

Abstract read
In one paragraph

Article in SSM - population health, 2025. 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

5 authors.

Ric BaylyTufts University Friedman School of Nutrition Science and Policy, 150 Harrison Ave, Boston, MA, 02111, USA.
Jennifer PustzPublic Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave., Boston, MA, 02111, USA.
Thomas J StopkaPublic Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave., Boston, MA, 02111, USA.
Jay MetzgerCenter for Health Data and Analysis, Rhode Island Department of Health, 3 Capitol Hill, Providence, RI, 02908, USA.
Mary C WatersDepartment of Sociology, Harvard University, 33 Kirkland Street, Cambridge, MA, 02138, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Good nutrition reduces the risk of chronic disease, but many vulnerable populations do not have equitable access to healthy food. People who are lower-income, non-White, older, or disabled, have increased likelihood of not owning a vehicle and of being dependent on public buses to source healthy, affordable food. Our study took place in three municipalities targeted by the Rhode Island Department of Health for equity-focused interventions. Our methodology aimed to overcome limitations of prior analyses of public transit food access. We determined healthy food sources, stratifying their affordability with market basket pricing data and community input. Using a geographic information system (GIS), we identified the transit bus service areas of the sources. Our novel approach included employing a fixed bus wait time, determining bus travel times based on schedule combined with historical data, and determining acceptable travel times through a community leader survey. We analyzed access by subgroups including those experiencing poverty, older adults, those without cars, and those with disabilities. We found that 45% of the population in the most urban municipality had bus access to discounted healthy food, and no one in the two less urban municipalities did. Bus access to six food pantries was limited to 15%-28% of the population. Our approach, combining spatial analysis informed by surveys and community input, can increase the ease and accuracy of analyzing bus access to healthy, affordable food and is replicable in other regions and extensible to other types of destinations and services and to rail transit.

Indexed as

BusEquityFood accessFood securityGISLow-incomeTransit

Identifiers

PMID39897610
PMCPMC11787688

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.