Evidence map›Paper›PMID 31875654›Full record

ArticlePediatric obesity2020

Fast food, beverage, and snack brands on social media in the United States: An examination of marketing techniques utilized in 2000 brand posts.

Marie A Bragg, Yrvane K Pageot, Angela Amico, Alysa N Miller, Angela Gasbarre, Pasquale E Rummo, Brian Elbel

Abstract read
In one paragraph

Article in Pediatric obesity, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
49citing papers in PubMed, 1 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

49 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Impact of food, beverage, and alcohol brand marketing on consumptive behaviors and health in children and adults: A systematic review and meta-analysis.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
    Pooled it
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  17. Recreational screen time and obesity risk in Korean children: a 3-year prospective cohort study.The international journal of behavioral nutrition and physical activity · 2024
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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

7 authors.

Marie A BraggDepartment of Population Health, New York University School of Medicine, New York, New York.ORCID 0000-0002-6858-7173
Yrvane K PageotDepartment of Population Health, New York University School of Medicine, New York, New York.
Angela AmicoDepartment of Population Health, New York University School of Medicine, New York, New York.
Alysa N MillerDepartment of Psychology, University of Illinois at Chicago, Chicago.
Angela GasbarreCollege of Global Public Health, New York University, New York, New York.
Pasquale E RummoDepartment of Population Health, New York University School of Medicine, New York, New York.
Brian ElbelDepartment of Population Health, New York University School of Medicine, New York, New York.

Funding

Impact of Racially Targeted Food and Beverage Ads on Adolescent BehaviorDP5OD021373 · OD · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI BRAGG, MARIE · 2015 to 2019
$2.1M
NIH HHS DP5 OD021373NIH HHS DP5OD021373-01
6 · The paper itself

Abstract

backgroundExposure to food advertisements is associated with poor diet among youth, and food and beverage companies are increasingly advertising on social media sites that are popular among youth.

objectiveTo identify the prevalence of social media advertising among fast food, beverage, and snack companies and examine advertising techniques they use on Instagram, Facebook, Twitter, Tumblr, and Vine.

methodsWe quantified the increase in the creation of social media accounts from 2007 to 2016 among 200 fast food, beverage, and snack brands from the United States. We conducted content analyses to examine the marketing themes and healthfulness of products featured in 2000 posts from a subset of 20 brands and used multilevel regression to assess associations between marketing themes (eg, adolescents socializing) and interactive tools (eg, hashtags).

resultsTwo hundred brands collectively managed 568 accounts in 2016. Content analyses revealed that unique social media features (eg, geo-tags) appeared in 74.5% (n = 1489) of posts, and 31.5% (n = 630) were interactive. Posts featuring adolescents were more likely to be interactive than posts featuring adults (P < 0.001). Two-thirds (67.9%; n = 362) of foods shown were unhealthy, and 61.2% (n = 435) of beverages were sugar sweetened.

conclusionsSocial media food advertising is pervasive and uses interactive tools to engage with users.

Indexed as

SnacksBeveragesFast FoodsHumansMarketingSocial MediaUnited Statesadolescentsnutritionsocial mediasocial media marketing

Identifiers

PMID31875654
PMCPMC9743983

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.