Evidence map›Paper›PMID 28756782›Full record

ArticlePublic health nutrition2018

Is food store type associated with the consumption of ultra-processed food and drink products in Brazil?

Priscila Pereira Machado, Rafael Moreira Claro, Ana Paula Bortoletto Martins, Janaína Calu Costa, Renata Bertazzi Levy

Abstract read
In one paragraph

Article in Public health nutrition, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
36citing papers in PubMed, 2 pooled it
–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

36 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Impact of Street Food Availability on Nutritional Intake and Diet-Related Health Outcomes: A Systematic Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
    Pooled it
  3. Review
  4. Article
  5. Article
  6. Mapping the Healthiness of Community Food Environments and Their Association With the Socioeconomic Index for Areas (SEIFA) in the South Coast of NSW.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026
    Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Perception of the Food Environment and Food Security Levels of Residents of the City of Rio de Janeiro.International journal of environmental research and public health · 2025
    Article
  12. Article
  13. Food purchasing places classification system based on the Dietary Guidelines for the Brazilian Population: Locais-Nova.Epidemiologia e servicos de saude : revista do Sistema Unico de Saude do Brasil · 2025
    Article
  14. Food Acquisition Locations and Food Groups Acquired According to Levels of Food Insecurity in Brazil.International journal of environmental research and public health · 2024
    Article
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  16. Article
  17. 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

5 authors.

Priscila Pereira Machado1Programa de Pós-Graduação em Nutrição em Saúde Pública,Faculdade de Saúde Pública,Universidade de São Paulo,Av. Dr Arnaldo 715,São Paulo,SP 01246-904,Brazil.
Rafael Moreira Claro2Núcleo de Pesquisas Epidemiológicas em Nutrição e Saúde (NUPENS/USP),Faculdade de Saúde Pública,Universidade de São Paulo,São Paulo,Brazil.
Ana Paula Bortoletto Martins2Núcleo de Pesquisas Epidemiológicas em Nutrição e Saúde (NUPENS/USP),Faculdade de Saúde Pública,Universidade de São Paulo,São Paulo,Brazil.
Janaína Calu Costa4Programa de Pós-Graduação em Epidemiologia,Centro de Pesquisas Epidemiológicas,Universidade Federal de Pelotas,Pelotas,Brazil.
Renata Bertazzi Levy2Núcleo de Pesquisas Epidemiológicas em Nutrição e Saúde (NUPENS/USP),Faculdade de Saúde Pública,Universidade de São Paulo,São Paulo,Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo analyse the association between food store type and the consumption of ultra-processed products in Brazil.

designData from the 2008-2009 Household Budget Survey involving a probabilistic sample of 55 970 Brazilian households. Food stores were grouped into nine categories. Foods and drinks were grouped according to characteristics of food processing. The contribution of each food store type to the total energy acquired from each food processing group, and according to quintiles of consumption of ultra-processed products, was estimated. Exploratory factor analysis was conducted to identify a pattern of food store usage. Linear regression models were performed to estimate the relationship between the purchase pattern and the consumption of ultra-processed products.

resultsIn line with their larger market share, supermarkets accounted for 59 % of total energy and participated most in acquisition for three food groups, with emphasis on ultra-processed products (60·4 % of energy). The participation of supermarkets in total purchase tended to increase in populations with higher consumption of ultra-processed products, while the participation of small markets and small producers tended to decrease. The purchase pattern characterized by use of traditional retail (street fairs and vendors, small markets, small farmers, butcheries) was associated with a smaller consumption of ultra-processed products.

conclusionsFood policies and interventions aiming to reduce the consumption of ultra-processed products should consider the influence of supermarkets on the consumption of these products. A purchase pattern based on traditional retail constitutes an important tool for promoting healthy eating in Brazil.

Indexed as

BeveragesBrazilBudgetsConsumer BehaviorDietFamily CharacteristicsFast FoodsFood HandlingFood SupplyHealth BehaviorHumansNutritive ValuePrincipal Component AnalysisSocioeconomic FactorsSurveys and QuestionnairesFood processingFood purchaseFood supplyGrocery shoppingHousehold budget surveyRetail

Identifiers

PMID28756782
PMCPMC10260784

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.