Evidence map›Paper›PMID 40053812›Full record

ArticleJournal of medical Internet research2025

How TikTok Influencers Disclose Food and Beverage Brand Partnerships: Descriptive Study.

Roxanne Dupuis, Aviva A Musicus, Brittany Edghill, Emma Keteku, Marie A Bragg

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

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

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Rewriting the Narrative: Advancing Justice and Equity in the U.S. Food System.International journal of environmental research and public health · 2025
    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

5 authors.

Roxanne DupuisDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, United States.ORCID 0000-0003-3161-6310
Aviva A MusicusDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States.ORCID 0000-0003-4404-8885
Brittany EdghillNYU Food Environment and Policy Research Coalition, New York, NY, United States.ORCID 0009-0006-1606-5273
Emma KetekuNew York Presbyterian Hospital-Weill Cornell, New York, NY, United States.ORCID 0009-0006-1074-5833
Marie A BraggDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, United States.ORCID 0000-0002-6858-7173

Funding

Examining the Mechanisms Underlying the Influence of Facebook Food Advertisements on Adolescents' Eating Behaviors: Randomized Controlled TrialsR01CA248441 · NCI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI BRAGG, MARIE · 2021 to 2025
$2.5M
NCI NIH HHS R01 CA248441
6 · The paper itself

Abstract

backgroundFood and beverage marketing is an important influence on the health and diets of adolescents. Food and beverage companies spend billions of dollars annually on advertisements to promote their products and are increasingly focusing on social media influencers. Influencer product endorsements blur the line between entertainment and marketing.

objectiveThis study aimed to quantify how often TikTok influencers promote products from food and beverage brands and document the range of ways they disclose brand relationships in their content.

methodsWe collected up to 100 videos posted on or before July 1, 2022, from each of the top 100 influencers on TikTok in the United States and recorded information about the influencer (eg, number of followers) and video (eg, number of views and likes). For each video that contained food or beverage products, we identified the main product featured. A team of research assistants then coded each video for how the product was featured (ie, in the video, audio, or caption) and, for branded products, whether the video was accompanied by any disclosures of brand relationships. Average pairwise percentage agreement among coders was 92%, and average pairwise Cohen κ was 0.82.

resultsAmong the 8871 videos from 97 influencers that made up the final analytical sample, we identified 1360 videos (15.3%) that featured at least one food or beverage product. These 1360 videos were viewed >9 million times and received >1 million likes each. Nearly half (n=648, 47.6%) of the videos featured a branded product. Most videos featuring a branded product did not contain a brand relationship disclosure (n=449, 69.3%). Among videos that disclosed a brand relationship, influencers used 10 different types of disclosures. Tagging a brand in the video's caption was the most common disclosure method (n=182, 28.1%). Six types of caption hashtags were used to disclose brand relationships, including #[brandname] (n=63, 9.7%) and #ad (n=30, 4.6%). Only 1 video (0.2%) made use of TikTok's official disclosure label and only 1 video (0.2%) verbally mentioned a contractual agreement with a brand.

conclusionsAmong the food and beverage videos with disclosures we identified, the most frequently used mechanism-tagging the brand-did not clearly differentiate between sponsored content and the influencer trying to attract a brand or followers who may like that brand. Social media users, particularly adolescents, need clearer, more robust disclosures from influencers to protect against the undue influence of food marketing. These findings may also inform calls for the Children's Food and Beverage Advertising Initiative-the largest self-regulatory pledge to reduce unhealthy food marketing-to include older adolescents, who are heavily targeted by food and beverage companies on social media.

Indexed as

BeveragesDisclosureFoodFood IndustryMarketingSocial MediaAdolescentAdvertisingHumansUnited Statesadolescent healthfood and beverage marketingsocial mediasocial media influencersocial media marketing

Identifiers

PMID40053812
PMCPMC11909480

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.