Evidence map›Paper›PMID 40859419›Full record

ArticlePublic health nutrition2025

Analysing celebrity and influencer marketing of food and beverages to adolescents on Instagram.

Rida Khan, Afifa Tanweer, L Suzanne Suggs

Abstract read
In one paragraph

Article in Public health nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. A Mixed Method Study Exploring Children and Young People's Perception of Energy Drinks and Analysing Consumption Patterns.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 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

3 authors.

Rida KhanInstitute of Communication and Public Policy, Faculty of Communication, Culture and Society, University of Lugano, Lugano, Switzerland.ORCID 0000-0003-3713-8516
Afifa TanweerDepartment of Nutrition and Dietetics, School of Health Sciences, University of Management and Technology, Lahore, Pakistan.
L Suzanne SuggsInstitute of Communication and Public Policy, Faculty of Communication, Culture and Society, University of Lugano, Lugano, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo assess the nutritional quality of foods and beverages (F&B) advertised to adolescents and analyse marketing techniques and persuasive appeals used by celebrities and influencers on Instagram.

designA content analysis study was conducted using the WHO's CLICK Monitoring Framework and Nutrient Profile Model.

settingInstagram, a popular social media platform among adolescents with frequent F&B advertisements by celebrities and influencers.

participantsThe top forty-eight Instagram accounts of celebrities and influencers posting F&B advertisements were selected based on follower count and engagement metrics. Nutrient profiling of advertised F&B (

resultsCarbonated beverages and flavored waters (28·5 %), energy drinks (20·6 %) and ready-made foods (15·4 %) were most frequently advertised, with the majority (89·2 %) of products not permitted for advertisement to adolescents, according to WHO. Common marketing techniques included tagging brand (96·9 %) and using brand logo (94·2 %). The most frequently used persuasive appeals were taste (20·9 %), energy (10·7 %), link to sports events (10·7 %), new product (9·5 %) and fun (7·4 %).

conclusionMost F&B advertised on Instagram by celebrities and influencers are prohibited from being advertised to adolescents by the WHO. This highlights the need for stricter regulation of user-generated content and for users and parents to be better educated about persuasive techniques used on social media to make them less vulnerable to the influence of marketing.

Indexed as

AdvertisingBeveragesFamous PersonsFoodMarketingSocial MediaAdolescentFemaleHumansMaleNutritive ValuePersuasive CommunicationAdvertisementDigitalFoodInstagramMarketingSocial MediaTeenagers

Identifiers

PMID40859419
PMCPMC12516620

What OpenQuestion holds

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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.