Evidence map›Paper›PMID 32883386›Full record

ArticlePublic health nutrition2020

The heuristics that guide healthiness perception of ultra-processed foods: a qualitative exploration.

Leandro Machín, Lucía Antúnez, María Rosa Curutchet, Gastón Ares

Abstract read
In one paragraph

Article in Public health nutrition, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing 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

19 citing papers in PubMed.

  1. Article
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  4. Do Public Perceptions of the Environment Align With Empirical Measures?Journal of the Royal Society of New Zealand · 2026
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  13. Observational
  14. Analysis of Recipes Shared as 'Healthy' in a Popular Brazilian Website: A Cross-Sectional Study.International journal of environmental research and public health · 2022
    Article
  15. Article
  16. Review
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  18. 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

4 authors.

Leandro MachínCentro de Investigación Básica en Psicología, Facultad de Psicología, Universidad de la República, Tristán Narvaja 1674, C.P. 11200, Montevideo, Uruguay.
Lucía AntúnezSensometrics and Consumer Science, Instituto Polo Tecnológico de Pando, Facultad de Química, Universidad de la República, By Pass de Rutas 8 y 101 s/n, C.P. 91000, Pando, Canelones, Uruguay.
María Rosa CurutchetObservatorio de Seguridad Alimentaria, Instituto Nacional de Alimentacion, Montevideo, Uruguay.
Gastón AresCentro de Investigación Básica en Psicología, Facultad de Psicología, Universidad de la República, Tristán Narvaja 1674, C.P. 11200, Montevideo, Uruguay.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo explore the conceptualisation of healthy food by citizens and how they judge the healthiness of ultra-processed foods.

designFour focus groups were conducted using a semi-structured discussion guide. Focus group discussions were held about the concept of healthy food, what characterise a healthy product and healthiness perception of ultra-processed products. Transcripts of the focus groups were analysed following an inductive coding approach.

settingUruguay, one of the Latin American countries with the highest prevalence of overweight and obesity.

participantsFifty-two adult Uruguayan participants, diverse in terms of gender, age, educational level and socio-economic status.

resultsIn agreement with previous studies on lay perceptions of healthy eating, the conceptualisation of healthy food was mainly focused on food characteristics. Although participants regarded lack of processing as a cue for healthiness, they did not categorise all ultra-processed products as unhealthy. Albeit some product categories were automatically regarded as unhealthy, participants considered that other categories could include healthy and unhealthy products. In such cases, they explicitly referred to several simplified cognitive strategies to judge whether an ultra-processed product is healthy or not. Results showed that participants tended to rely on simple cues, such as label design, nutrient claims, brand, price and country of origin as indicators of product healthiness.

conclusionsHealthiness perception of ultra-processed products seems to be largely influenced by heuristics, which stresses the need to implement policies that make the potential negative effects of ultra-processed products salient.

Indexed as

Fast FoodsHeuristicsAdultDiet, HealthyHumansPerceptionUruguayConsumer behaviourFood policyHealth communicationLabellingPackagingQualitative research

Identifiers

PMID32883386
PMCPMC10200417

What OpenQuestion holds

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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.