Evidence map›Paper›PMID 40744514›Full record

ArticleBMJ open2025

Key sociodemographic factors and food packaging attributes associated with poor diet quality among rural Americans: a cross-sectional survey study.

Christian A Koziatek, Haley L Motola, Karen S Holden, Jill Hubert-Simon, Nathan Wise, Anirudh Prabu, Kelly M Doran, Lorna E Thorpe, Leonardo Trasande, David C Lee

Abstract read
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Observational
  4. Review
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

10 authors.

Christian A KoziatekRonald O. Perelman Department of Emergency Medicine, NYU Grossman School of Medicine, New York, New York, USA.ORCID http://orcid.org/0000-0001-5385-3435
Haley L MotolaDepartment of Public Health, Sullivan County, Liberty, New York, USA.
Karen S HoldenDepartment of Public Health, Sullivan County, Liberty, New York, USA.
Jill Hubert-SimonDepartment of Public Health, Sullivan County, Liberty, New York, USA.
Nathan WiseState University of New York Upstate Medical University, Syracuse, New York, USA.
Anirudh PrabuCase Western Reserve University School of Medicine, Cleveland, Ohio, USA.
Kelly M DoranRonald O. Perelman Department of Emergency Medicine, NYU Grossman School of Medicine, New York, New York, USA.
Lorna E ThorpeDepartment of Population Health, New York University School of Medicine, New York, New York, USA.
Leonardo TrasandeDepartment of Population Health, New York University School of Medicine, New York, New York, USA.
David C LeeRonald O. Perelman Department of Emergency Medicine, NYU Grossman School of Medicine, New York, New York, USA david.lee@nyumc.org.

Funding

The Impact of the Food Environment and Other Environmental Exposures on the Risk of Diabetes in Rural SettingsR01DK124400 · NIDDK · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI LEE, DAVID C · 2020 to 2024
$3.5M
NIDDK NIH HHS R01 DK124400
6 · The paper itself

Abstract

objectivesRural residents face unique challenges that contribute to poor diet quality and health. The objective of this study was to assess diet quality using the Alternative Healthy Eating Index (aHEI) among residents of a rural New York county with poor health outcomes, and identify geographic and individual-level factors associated with lower diet quality.

designWe performed a cross-sectional study using survey data and multivariable linear regression analyses, supplemented by geographic distribution assessment of aHEI scores.

settingSullivan County, New York, a rural county with poor health outcomes.

participantsHouseholds in Sullivan County who responded to a dietary and sociodemographic health survey in 2021-2022. OUTCOME MEASURES: The primary outcome was the aHEI score and its dietary subscores. Secondary measures included sociodemographic characteristics, receipt of income assistance, financial hardship, food and housing insecurity, primary food store type, distance to food store and frequency of canned or plastic-wrapped food consumption.

resultsThe overall survey response rate was 42.5%. The mean aHEI score was 56.5 (SD: 11.9), normally distributed across respondents. Lower aHEI scores were associated with not completing high school (10.0 points lower vs college graduates, p<0.01), reporting a disability (3.5 points lower, p<0.01), experiencing food insecurity (3.0 points lower, p<0.01) and frequent consumption of canned foods (6.2 points lower compared with those who never consumed canned foods, p<0.01). Geographic analysis revealed clustering of predictors but no substantial geographic clustering of aHEI scores.

conclusionsPoor diet quality in rural areas is associated with education level, disability, food insecurity and canned food consumption. These findings highlight potentially modifiable risk factors and support the need for targeted interventions to improve diet quality and reduce health disparities in rural populations.

Indexed as

DietDiet, HealthyFood PackagingRural PopulationAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedNew YorkSociodemographic FactorsSocioeconomic FactorsYoung AdultHealth EquityNUTRITION & DIETETICSPUBLIC HEALTH

Identifiers

PMID40744514
PMCPMC12314980

What OpenQuestion holds

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Registered trials

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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.