Evidence map›Paper›PMID 41515162›Full record

ArticleNutrients2025

Unqualified Advice and Product Promotions: Analysis of Health and Nutrition Content on Social Media Consumed by Young Adults.

Sophie Evans, Kelly Lambert, Adrian Dinale, Myah Quinn, Denelle Cosier

Abstract read
In one paragraph

Article in Nutrients, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Sophie EvansSchool of Medical, Indigenous and Health Sciences, University of Wollongong, Wollongong, NSW 2500, Australia.
Kelly LambertSchool of Medical, Indigenous and Health Sciences, University of Wollongong, Wollongong, NSW 2500, Australia.ORCID 0000-0001-5935-7328
Adrian DinaleSchool of Medical, Indigenous and Health Sciences, University of Wollongong, Wollongong, NSW 2500, Australia.
Myah QuinnSchool of Medical, Indigenous and Health Sciences, University of Wollongong, Wollongong, NSW 2500, Australia.
Denelle CosierSchool of Medical, Indigenous and Health Sciences, University of Wollongong, Wollongong, NSW 2500, Australia.ORCID 0000-0002-3469-8123

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesThis study investigated the relationship between time spent on social media and eating behaviours among young Australian adults. It also examined the types of content discussed and linguistic styles used by health and nutrition content creators on Instagram.

methodsYoung adults (aged 18-30 years) who reported viewing social media for nutrition or health content were recruited to complete a self-administered, cross-sectional survey. Data on demographics, time spent on Instagram and TikTok, health content creators viewed, and responses to the Scale of Effects of Social Media on Eating Behaviours (SESMEB) were collected. Associations between time spent on Instagram and TikTok and SESMEB scores were analysed. Inductive content and thematic analysis were conducted on health-related posts from Instagram accounts viewed by study participants.

resultsFrom the 57 participants who completed the demographic survey, 42 participants completed the full study including the SESMEB survey. There was no significant association between SESMEB score and time spent on Instagram (

conclusionsThis study suggests that young adults are primarily exposed to health and fitness product promotions from unqualified content creators on social media. Dietitians and nutrition professionals may need to consider adopting specific linguistic and communication styles to enhance the dissemination and engagement of credible nutrition information online. These findings have implications for improving digital health literacy and strengthening the impact of evidence-based nutrition messaging in digital environments.

Indexed as

Feeding BehaviorHealth PromotionSocial MediaAdolescentAdultAustraliaCross-Sectional StudiesDigital MediaFemaleHumansMaleMedia ExposureSurveys and QuestionnairesYoung Adulteating behavioursInstagramsocial mediathematic analysisTikTok

Identifiers

PMID41515162
PMCPMC12787465

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.