Evidence map›Paper›PMID 41029619›Full record

ArticleBMC public health2025

Associations between exposure to digital food marketing and food consumption in adolescence: a cross-sectional study in an emerging country.

Gastón Ares, Lucía Antúnez, Florencia Alcaire, Virginia Natero, Vanessa Gugliucci, Leandro Machín, Carolina de León, Tobias Otterbring

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

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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

8 authors.

Gastón AresSensometrics & Consumer Science, Facultad de Química, Instituto Polo Tecnológico de Pando, Universidad de la República, By Pass de Rutas 8 y 101 s/n, CP 91000, Pando, Uruguay.
Lucía AntúnezSensometrics & Consumer Science, Facultad de Química, Instituto Polo Tecnológico de Pando, Universidad de la República, By Pass de Rutas 8 y 101 s/n, CP 91000, Pando, Uruguay.
Florencia AlcaireSensometrics & Consumer Science, Facultad de Química, Instituto Polo Tecnológico de Pando, Universidad de la República, By Pass de Rutas 8 y 101 s/n, CP 91000, Pando, Uruguay.
Virginia NateroEscuela de Nutrición, Universidad de la República, Montevideo, Uruguay.
Vanessa GugliucciEscuela de Nutrición, Universidad de la República, Montevideo, Uruguay.
Leandro MachínCentro de Investigación Básica en Psicología, Facultad de Psicología, Universidad de la República, Tristán Narvaja 1674, CP 11200, Montevideo, Uruguay.
Carolina de LeónDivisión Salud, Intendencia de Montevideo, Montevideo, Uruguay.
Tobias OtterbringSchool of Business and Law, Department of Management, University of Agder, Universitetsveien 17, 4630, Kristiansand, Norway. tobias.otterbring@uia.no.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEvidence regarding the link between digital food marketing and eating habits is lacking in the majority world, i.e., the world regions where most people live. This study sought to investigate (i) self-reported exposure to digital food marketing, (ii) associations between such exposure and socio-demographic characteristics, and (iii) associations between exposure and food consumption frequency among adolescents in a Latin American country (Uruguay).

methodsA sample of adolescents aged between 11 and 19 years attending 29 public and 10 private high schools (n = 1542) was obtained through a cross-sectional survey using a stratified, two-stage cluster probability-based sampling approach. Participants filled out closed and open-ended questions about exposure to digital food marketing, food consumption frequency, social media usage, and socio-demographic characteristics. The data were analysed through descriptive statistics and ordinal logistic regressions.

resultsAlmost 90% of participants reported having seen a food or beverage advertisement on digital media in the week prior to the survey, with more than 70% of participants recalling advertisements of fast food, soft drinks, and savoury snacks. Age, socio-economic status, or total social media use did not predict exposure frequency of digital food marketing but females (vs. males) reported higher exposure. Exposure to advertisements of fast food or ultra-processed products on social media or websites and total social media use typically predicted higher reported consumption frequency of such categories. However, exposure to digital food marketing did not predict consumption frequency of fruits, vegetables, meats, or fish, although total social media use predicted lower consumption frequency of fruits and vegetables.

conclusionsMere recall of exposure to digital food marketing and total social media use were associated with higher consumption frequency of ultra-processed products and fast food. These findings underscore the need to introduce comprehensive mandatory policies to reduce adolescent exposure to digital food marketing featuring unhealthy foods.

Indexed as

Feeding BehaviorMarketingSocial MediaAdolescentChildCross-Sectional StudiesFemaleHumansMaleYoung AdultAdolescenceDigital marketingFood environmentMarketingSocial media

Identifiers

PMID41029619
PMCPMC12486551

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LicenceCC BY
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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.