Evidence map›Paper›PMID 35583920›Full record

ArticleJournal of medical Internet research2022

The Use of Social Media as a Persuasive Platform to Facilitate Nutrition and Health Behavior Change in Young Adults: Web-Based Conversation Study.

Vanessa J Friedman, Cassandra J C Wright, Annika Molenaar, Tracy McCaffrey, Linda Brennan, Megan S C Lim

Open access · goldAbstract read
In one paragraph

Article in Journal of medical Internet research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 2 pooled it
17.7field-weighted citation impact, top 1% of its field
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

22 citing papers in PubMed, 2 syntheses or guidelines pooled it, 50 citations in OpenAlex.

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  12. A Double-Edged Sword Perspective on Young Australians' Use of Social Media: A Structured Narrative Review.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2025
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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

6 authors at 3 institutions in 1 country.

Vanessa J FriedmanBurnet Institute, Melbourne, Australia.ORCID 0000-0003-2942-773X
Cassandra J C WrightBurnet Institute, Melbourne, Australia.ORCID 0000-0001-9751-4005
Annika MolenaarMonash University, Melbourne, Australia.ORCID 0000-0001-6037-4133
Tracy McCaffreyMonash University, Melbourne, Australia.ORCID 0000-0001-9699-3083
Linda BrennanRoyal Melbourne Institute of Technology, Melbourne, Australia.ORCID 0000-0002-1964-1487
Megan S C LimBurnet Institute, Melbourne, Australia.ORCID 0000-0003-3136-6761
Burnet Institute · AUMonash University · AUThe Royal Melbourne Hospital · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGlobally, suboptimal dietary choices are a leading cause of noncommunicable diseases. Evidence for effective interventions to address these behaviors, particularly in young adults, is limited. Given the substantial time young adults spend in using social media, there is interest in understanding the current and potential role of these platforms in shaping dietary behavior.

objectiveThis study aims to explore the influence of social media on young adults' dietary behaviors.

methodsWe recruited 234 young adults aged 18-24 years and living in Australia, using market and social research panels. We applied a digital ethnography approach to collect data from web-based conversations in a series of forums, where participants responded to different health-themed questions related to health behavior change and persuasion on social media. We conducted a qualitative thematic analysis.

resultsParticipants described how social media influenced their decisions to change their health behaviors. Access to social support and health information through web-based communities was juxtaposed with exposure to highly persuasive fast-food advertisements. Some participants expressed that exposure to web-based health-focused content induced feelings of guilt about their behavior, which was more prominent among women. Fast-food advertisements were discussed as a contributor to poor health behaviors and indicated as a major barrier to change.

conclusionsYoung adults reported that social media is highly persuasive toward dietary behavior through different pathways of social influence. This suggests that social norms on the web are an important aspect of changing young adults' health behaviors. The commercialization of social media also encourages poor health behaviors, largely through fast-food advertisements. Future social media-delivered dietary interventions should acknowledge the social and environmental factors that challenge the ability of young adults to make individual health behavior improvements. Care should also be taken to ensure that future interventions do not further elicit guilt in a way that contributes to poor mental health within this community.

Indexed as

Social MediaCommunicationFemaleHealth BehaviorHumansNutritional StatusPersuasive CommunicationYoung Adulthealth promotionmental healthnutritionphysical activityqualitative methodssocial mediayoung adults

Identifiers

PMID35583920
PMCPMC9161050
OpenAlexW4280526230

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.