Evidence map›Paper›PMID 42790918›Full record

ArticleBMJ open2026

Impact of the Social Media Minimum Age on Australian young people and parents: protocol for a mixed-methods evaluation.

Anja Stevic, Y Anthony Chen, Angela Y Lee, Xun Sunny Liu, Zacariah Deutch Smith-Russack, Kathryn Cairns, Bianca Lorraine Kahl, Mariesa Nicholas, Isabella Hall, Theebana Tharmakumar and 12 more

Abstract read
In one paragraph

Article in BMJ open, 2026. 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

22 authors.

Anja StevicStanford University, Stanford, California, US.ORCID http://orcid.org/0000-0001-9703-2225
Y Anthony ChenStanford University, Stanford, California, US.ORCID http://orcid.org/0000-0002-6478-6722
Angela Y LeeStanford University, Stanford, California, US.ORCID http://orcid.org/0000-0002-9527-5730
Xun Sunny LiuStanford University, Stanford, California, US.ORCID http://orcid.org/0000-0001-8910-9384
Zacariah Deutch Smith-RussackStanford University, Stanford, California, US.ORCID http://orcid.org/0009-0004-0654-8912
Kathryn CairnseSafety Commissioner, Government of Australia, Belconnen, Australian Capital Territory, Australia.ORCID http://orcid.org/0000-0002-6889-8545
Bianca Lorraine KahleSafety Commissioner, Government of Australia, Belconnen, Australian Capital Territory, Australia.ORCID http://orcid.org/0000-0002-7194-3060
Mariesa NicholaseSafety Commissioner, Government of Australia, Belconnen, Australian Capital Territory, Australia.ORCID http://orcid.org/0000-0001-6054-3945
Isabella HalleSafety Commissioner, Government of Australia, Belconnen, Australian Capital Territory, Australia.ORCID http://orcid.org/0009-0005-0286-3197
Theebana TharmakumareSafety Commissioner, Government of Australia, Belconnen, Australian Capital Territory, Australia.
Bronwyn CarlsonIndigenous Studies, Macquarie University Faculty of Arts, North Ryde, New South Wales, Australia.
Munmun de ChoudhuryGeorgia Institute of Technology, Atlanta, Georgia, US.
Peter EtchellsBath Spa University, Bath, UK.
Katherine KeyesMailman School of Public Health, Columbia University, New York, New York, US.
Amy OrbenUniversity of Cambridge, Cambridge, UK.
Mitchell J PrinsteinThe University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, US.
Jo RobinsonCentre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia.
Susan SawyerUniversity of Melbourne, Melbourne, Victoria, Australia.
Julian Sefton-GreenDeakin University, Melbourne, Victoria, Australia.
Amanda ThirdWestern Sydney University, Penrith, New South Wales, Australia.
Aliza Werner-SeidlerBlack Dog Institute, University of New South Wales, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0002-9046-6159
Jeffrey HancockStanford University, Stanford, California, US hancockj@stanford.edu.ORCID http://orcid.org/0000-0001-5367-2677

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionAustralia implemented the METHODS AND ANALYSIS: To evaluate the impact of the SMMA implementation, a mixed-methods approach is being undertaken, involving 4121 young people aged 10 to 16 years and their parents or caregivers. Data collection involves five-wave longitudinal parent-child surveys, opt-in passive smartphone tracking, administrative linked and non-linked health and educational data, qualitative interviews and focus groups. We will conduct descriptive analyses examining frequencies, average values, percentages, factor analysis and reliability of scales for each survey wave. Various analytical approaches (eg, logistic regressions, multi-level modelling, random-intercept cross-lagged panel model) may be used to understand both between-person and within-person changes pre- and post-implementation of the SMMA. For causal inference analyses, we will employ targeted maximum likelihood estimation (TMLE) as our primary strategy to evaluate the effect of young people's adherence to the SMMA on key outcomes, such as psychosocial well-being and distress. Qualitative data will be analysed using a combination of thematic analysis and structured coding approaches. This will include iterative analysis of open-ended survey responses and in-depth qualitative data from interviews, focus groups and related tasks to identify key themes, patterns and lived experiences. ETHICS AND DISSEMINATION: The study received ethical approval from the Australian Institute of Family Studies (AIFS) Human Research Ethics Committee (application approval number 2025/06) and complies with the National Statement on Ethical Conduct in Human Research and the Australian Institute of Aboriginal and Torres Strait Islander Studies (AIATSIS) Code of Ethics for Aboriginal and Torres Strait Islander Research. All participants provided informed consent at the beginning of the baseline survey and in each subsequent wave. Only parents and young people who provided their consent were eligible to take part in the study. Findings from this evaluation will inform national policy oversight and implementation in Australia, contribute empirical evidence to international debates and inform other countries considering similar age-based regulation of social media. Results will be disseminated through public-facing reports, peer-reviewed publications and stakeholder engagement activities to support evidence-informed decision-making in digital safety regulation in Australia and internationally.

Indexed as

ParentsSocial MediaAdolescentAustraliaChildHumansMaleResearch DesignAdolescentsFamilyLongitudinal studiesObservational StudyProtocols & guidelinesSocial Media

Identifiers

PMID42790918
PMCPMC13630053

What OpenQuestion holds

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Registered trials

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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.