Evidence map›Paper›PMID 41262700›Full record

ArticleFrontiers in public health2025

Perceptions of ultra processed food are associated with strategies for identifying healthy foods in online survey of adults living in Vermont.

Nick Rose, Jane Kolodinsky

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

2 authors.

Nick RoseNutrition and Exercise Science, Bastyr University, Kenmore, WA, United States.
Jane KolodinskyCommunity Development and Applied Economics, University of Vermont, Burlington, VT, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The public health effects of industrial food processing are being widely researched, in response to observational evidence linking ultra processed food (UPF) consumption with a range of poor health outcomes. While there has been global debate regarding whether UPF should be incorporated into dietary guidelines for the public (in addition to existing nutrient recommendations) there is a limited understanding of the degree to which consumers prioritize food processing attributes, relative to nutrient attributes (e.g., sugar, sodium, saturated fat) when making decisions about food and health. This study investigates how perceptions of UPFs relate to the criteria that consumers prioritize when evaluating food healthfulness, including both nutrient-based and non-nutrient-based attributes. Methods: An online survey was conducted in 2022 with a sample of 671 adults residing in a northeastern U.S. state. The survey assessed perceptions of UPFs, including efforts to reduce UPF consumption, and the importance assigned to various nutrient (sugar, fat, sodium, and food groups) and non-nutrient (kitchen ingredients, minimal processing, and production practices) criteria in determining food healthfulness. Demographic variables included age, gender, income, education, race/ethnicity, and presence of children in the household. Multivariate logistic regression analyzed associations between UPF perceptions and healthfulness criteria, reported as adjusted odds ratios (AORs). Results: A slight majority (52%) of respondents were familiar with the term "ultra-processed foods," with awareness significantly higher among females ( Discussion: Findings suggest that perceptions of UPFs shape how consumers define healthy food, with many favoring non-nutrient criteria related to processing and production over conventional nutrient profiles. This shift in consumer perspective highlights the importance of incorporating processing-related information into public health communication and food labeling strategies.

Indexed as

Diet, HealthyFast FoodsFood HandlingPerceptionAdolescentAdultAgedFemaleFood, ProcessedHumansMaleMiddle AgedNutritive ValueSurveys and QuestionnairesVermontclean eatingconsumer nutritionfood labelinghealthfulness perceptionsNOVA classificationnutrition educationnutrition labelingultra processed food

Identifiers

PMID41262700
PMCPMC12623193

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.