Evidence map›Paper›PMID 32900419›Full record

ArticlePublic health nutrition2021

Digital food environment of a Brazilian metropolis: food availability and marketing strategies used by delivery apps.

Paula Martins Horta, Juliana de Paula Matos Souza, Luana Lara Rocha, Larissa Loures Mendes

Abstract read
In one paragraph

Article in Public health nutrition, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
37citing 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

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

  1. Combo Deals, Junk Meals: A Systematic Review Examining the Healthiness of Foods Promoted on Meal Delivery Apps.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026
    Pooled it
  2. Pooled it
  3. Trial
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  10. 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
  11. Article
  12. Review
  13. Article
  14. 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
  15. Article
  16. Article
  17. Leisure Screen Time and Food Consumption among Brazilian Adults.International journal of environmental research and public health · 2024
    Article
  18. Consumption of Food Offered by Delivery Applications (Apps).International journal of environmental research and public health · 2024
    Article
  19. Article
  20. Places to purchase food in urban and rural areas of Brazil.Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2024
    Article
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.

Paula Martins HortaDepartamento de Nutrição, Universidade Federal de Minas Gerais, Av. Alfredo Balena 190, 30130-100 Escola de Enfermagem, 3º andar, Belo Horizonte, MG, Brasil.
Juliana de Paula Matos SouzaDepartamento de Nutrição, Universidade Federal de Minas Gerais, Av. Alfredo Balena 190, 30130-100 Escola de Enfermagem, 3º andar, Belo Horizonte, MG, Brasil.
Luana Lara RochaDepartamento de Nutrição, Universidade Federal de Minas Gerais, Av. Alfredo Balena 190, 30130-100 Escola de Enfermagem, 3º andar, Belo Horizonte, MG, Brasil.ORCID 0000-0002-5963-6033
Larissa Loures MendesDepartamento de Nutrição, Universidade Federal de Minas Gerais, Av. Alfredo Balena 190, 30130-100 Escola de Enfermagem, 3º andar, Belo Horizonte, MG, Brasil.ORCID 0000-0003-0776-6845

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveFood delivery apps represent an important and emerging dimension of the digital food environment. This study aimed to examine food availability and the use of marketing strategies by two food delivery apps in a Brazilian metropolis.

designAn exploratory study was conducted in the city of Belo Horizonte, Minas Gerais. Food groups were identified and the use of price discounts and photos by the apps was observed.

settingEighteen neighbourhoods and the ten best rated restaurants in each app.

participantsThree hundred sixty-two commercial food establishments.

resultsThe proportion of ultra-processed beverages on offer in the apps (78·45 %) was much higher in comparison with water (48·89 %), natural juices or smoothies (27·07 %). Ultra-processed ready-to-eat meals represented almost 70 % of the food offered in the establishments' menus, while traditional meals and vegetables represented just over 30 % of the offering. Ice cream, candies and salty packaged snacks were nine times more frequently presented than fruits. The use of photos and price discounts prevailed predominantly among ultra-processed beverages, sandwiches and ice cream, candies and salty packaged snacks. These marketing strategies were least used for promoting fruits and vegetables.

conclusionsRestaurants registered on food delivery apps offered a significant amount of ultra-processed foods with price discounts and photos in comparison with unprocessed and minimally processed foods.

Indexed as

Food SupplyMarketingMobile ApplicationsBrazilFast FoodsFoodHumansMealsVegetablesDietary qualityDigital food environmentFood deliveryFood environmentUltra-processed foods

Identifiers

PMID32900419
PMCPMC10195591

What OpenQuestion holds

Textmetadata
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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.