Where Parents Get Their Information
Influencers, Feeds, and the Sources Behind the Claims
Evidence grade 2 of 5, Thin. Read how the Atlas grades evidence.
Graded honestly and lowered from 3 to 2 (preliminary/mixed) for the load-bearing harm claim, that social media causes adolescent mental-health harm. That claim is contested, not settled. The 2024 National Academies of Sciences, Engineering, and Medicine (NASEM) consensus report 'Social Media and Adolescent Health' found no straightforward causal relationship and concluded there is 'no easy answer to whether increasing social media use is associated with growing mental distress,' citing a shortage of longitudinal studies and crude exposure measures. Orben, Odgers and colleagues (Nature Reviews Psychology, 2024) describe the empirical evidence as mixed, with small average effect sizes that are highly context-dependent and concentrated in vulnerable subgroups rather than uniform across youth. The 2023 US Surgeon General Advisory raised concern but stated 'we do not yet have enough evidence to determine if social media use is sufficiently safe' and called for more independent research. So the correlational and descriptive parts of this entry are well supported (that most parents now use social platforms for child-health information, and that undisclosed sponsorship and non-clinician creators are common in content analyses), while the causal-harm framing is preliminary and contested and is graded accordingly. A separate, better-evidenced strand is commercial: content analyses document weight-loss, muscle-building, and detox supplement videos marketed to teens on TikTok with almost no scientific support (about 97 percent) and almost no sponsorship or credential disclosure, associated with disordered-eating risk.
- FDA
- Not a product; describes how child-health information spreads
- WADA
- Not prohibited
Reference only. Not medical advice.
What can go wrong
The risk here is informational and commercial, not about any specific person, and the strength of the evidence differs by claim. On mental health, the honest position is that the science is contested: the 2024 National Academies consensus report found no straightforward causal link, and reviews by Orben and Odgers describe mixed evidence with small average effect sizes concentrated in vulnerable subgroups, while the 2023 US Surgeon General Advisory raised concern but said there is not yet enough evidence to call social media sufficiently safe. Treat confident claims in either direction, that social media clearly harms all teens or that it is clearly harmless, as running ahead of the data. Better supported is the commercial risk: content analyses document non-clinician creators, undisclosed sponsorship, and wellness and supplement marketing aimed at teens (weight-loss, muscle-building, and detox products) that is associated with disordered-eating risk and carries almost no scientific support or disclosure. When claims that contradict pediatric and public-health guidance spread widely, some families may delay care or buy unnecessary products. The constructive response is source literacy: identify the speaker and their qualifications, look for a financial or promotional incentive, and trace the claim to a primary authority such as the AAP or CDC or a peer-reviewed study rather than accepting or dismissing content by vibe. Because child health is involved, treat social media as a starting point for questions, not a substitute for care, and verify anything that would change what you do for your child with a pediatrician or other qualified clinician.
Parents increasingly turn to social platforms for child-health and nutrition guidance, and the point of this entry is to describe that information environment, who is speaking and what sits behind the claims, rather than to judge any individual in it. Surveys document the shift: in one study of 1,000 parents, 82.2% used social media for their child's health information, and 60.8% used it to fact-check their own clinician. Content analyses show who is speaking and what incentives are present: a Pediatrics analysis of top child influencers found 90.3% of food and drink product placements were unhealthy branded items, and a JMIR analysis of 648 branded food and beverage videos found 69.3% carried no clear sponsorship disclosure. A conference analysis of 120 pediatric TikToks (about 45.7 million views) found most creators were self-identified parents or influencers rather than clinicians, and that a majority contradicted pediatric guidance. The takeaway is source literacy: who is speaking, what is their expertise, what do they have to gain, and does the claim match a primary authority such as the AAP, the CDC, or a peer-reviewed study. Ēnel encourages verifying any child-health claim, including those in this entry, with a pediatrician or qualified clinician.
A look, without verdicts on any individual, at where parents now get child-health information, who is speaking, and what incentives sit behind the claims.
What people take it for
These are the reasons people give for taking it. They are not effects it has been shown to have.
Safety in detail
This entry describes an information environment, not a product or dose. On the contested mental-health question, avoid overstating harm: per the 2024 NASEM report and Orben and Odgers, the causal evidence is mixed and effect sizes are small on average, with vulnerable teens and heavy or displacing use patterns being where signals are strongest, so guidance is best individualized rather than universal. The clearer, actionable safety concern is commercial: supplement and wellness content marketed to teens on social platforms (diet pills, muscle-building and detox products, unapproved dosing advice) is largely unsupported and often undisclosed, and some carries real risk, including disordered-eating pathways and, for supplements generally, the pediatric hazards covered elsewhere in this library such as iron, the leading cause of pediatric poisoning fatalities. Keep all supplements out of reach of children and, for a suspected ingestion or overdose, contact Poison Control at 1-800-222-1222. Any child-health claim seen on social media, including anything in this entry, should be confirmed with a pediatrician or qualified clinician before it changes care.
What people get wrong
Often saidIf a child-health claim is popular, or comes from a confident creator, it is probably reliable.
ActuallyPopularity and confidence are not expertise. The AAP 2025 conference analysis of 120 pediatric TikToks (about 45.7 million views) found most came from self-identified parents (48%) or influencers (32%) rather than clinicians (12%), and 61% contradicted pediatric guidelines; engagement-driven feeds can amplify unverified claims, so the source and its incentives matter more than the view count.
Often saidA creator who does not say a post is sponsored has no financial stake in it.
ActuallyUndisclosed sponsorship is common, not rare. A JMIR 2025 analysis of 648 branded food and beverage videos found 69.3% carried no clear disclosure, and in 2020 a Pediatrics study found 90.3% of child-influencer food placements were unhealthy branded products. US law (16 CFR 255.5) requires clear-and-conspicuous disclosure of material connections, and in 2023 the FTC warned 12 nutrition influencers over inadequate disclosure, so absence of a label does not mean absence of a paid relationship.
Often saidInformation from social media is automatically suspect, or automatically fine.
ActuallyNeither. Quality varies by source, and credentialed professionals do post good information there. The skill is not blanket trust or distrust but checking who is speaking, their expertise, their incentive, and whether the claim matches a primary source such as the AAP, the CDC, or peer-reviewed research; when a claim affects your child's care, confirm it with your pediatrician.
Who profits, and who pushes back
Pediatric content-analysis study
Across 120 pediatric videos with 45.7 million views, most came from parents (48%) or influencers (32%), with recurring themes including natural remedies and infant-nutrition myths, defined as misinformation where they contradicted AAP or CDC guidance.
Parenting-information reviewers
Parents devote significant time to social media for support and information but face an overload of misinformation, which can lead to anxiety and confusion and calls for stronger media and advertising literacy.
Platform-algorithm researchers
Algorithmic incentives on major platforms can distort children's and parenting content toward engagement over accuracy, amplifying some unverified or misleading material.
Credentialed clinicians online
Pediatricians and dietitians who post evidence-based content are part of the same ecosystem; the point is not to distrust all creators but to weigh expertise, incentive, and alignment with primary sources.
Where the research comes from
Most of the published research on this comes from one place. 100% of it is from Analyzed TikTok videos w/ misinformation. Findings that no unrelated group has reproduced are weaker than the study count makes them look.
| Place | Share of published research |
|---|---|
| Analyzed TikTok videos w/ misinformation | 100% |
Research published from: Global.
How we got here
Parenting knowledge long moved through kin networks, midwives, and community elders before print, clinics, and formal pediatric advice literature arrived. As parents shifted from clinicians and books to search engines and then social feeds through the 2010s, researchers began content-analyzing what circulates and surveying where parents actually get child-health information. The mental-health concern crystallized publicly with the 2023 US Surgeon General Advisory and the American Academy of Pediatrics Center of Excellence on Social Media and Youth Mental Health, while the 2024 National Academies consensus report and reviews by Orben and Odgers reframed the causal question as unresolved rather than settled. In parallel, regulators followed the money: the US Federal Trade Commission extended its endorsement guides to influencers and in November 2023 warned nutrition influencers and trade associations over undisclosed paid posts.
The systematic study of where parents get child-health information followed the platforms parents actually moved to. Early parenting knowledge passed through kin networks, midwives, and community elders across many societies long before print or clinics; formal pediatric advice literature is a comparatively recent Western addition. As parents shifted from clinicians and books toward search engines and then social feeds through the 2010s, researchers on several continents began content-analyzing what circulates. Australian, US, and other survey teams documented how heavily parents lean on social platforms, while content analyses from pediatric and public-health researchers quantified the prominence of non-clinician creators, the recurring themes that conflict with pediatric guidance, and the frequency of undisclosed commercial relationships. Regulators followed the money rather than the medical claims: the US Federal Trade Commission extended its endorsement guides to influencers and, in 2023, acted against nutrition influencers for inadequate disclosure. Across this work the framing converged on source literacy as a modern parenting skill rather than blanket trust or distrust of any platform or person.
- pre-2000sParenting knowledge passes largely through kin, midwives, and community networks across many societies, long before clinical advice literature
- 2000s-2010sParents increasingly source child-health and nutrition information from search engines and social platforms
- 2020Pediatrics publishes Alruwaily et al., finding 90.3% of food placements by top child influencers are unhealthy branded products across 291 placements and about 16.5 million impressions
- 2020-2022Pandemic accelerates reliance on social platforms; survey work documents very high rates of parental social-media health-information use
- 2023FTC sends warning letters to 2 trade associations and 12 nutrition influencers over inadequate disclosure of paid partnerships; JMIR Pediatrics publishes Frey et al. survey of 1,000 parents (82.2% use social media for child health info)
- 2025JMIR publishes Dupuis et al. (8,871 videos, 69.3% of branded food/beverage content undisclosed); AAP National Conference presents an analysis of 120 pediatric TikToks finding most creators are non-clinicians and a majority contradict guidelines
At a glance
- Top creators (one TikTok analysis)
- Parents 48%, influencers 32%
- Combined views (120 videos)
- 45.7 million
- Common themes
- Natural remedies, infant-nutrition myths
- Defined misinformation
- Content contradicting AAP/CDC
What this entry does not yet cover
What follows is unfinished work on our side, not a finding about Where Parents Get Their Information. A short entry is not a safe entry.
- Cost and market. We have not documented what it sells for or who sells it.
- Supply chain. We have not mapped where it is made.
- Who uses it. We have not documented the user groups.
- What could change. No forward-looking summary yet.
- How it compares. We have not set it against the alternatives.
- Children and teenagers. We have not checked what is known about younger people.
Sources
The 2024 NASEM consensus report found no straightforward causal link between social media and adolescent mental health and concluded there is 'no easy answer' on whether use is associated with growing distress, citing limited longitudinal data.
Empirical evidence linking social media use to adolescent mental health is mixed, with small average effect sizes that are highly context-dependent, concentrated in developmentally vulnerable subgroups rather than uniform across youth.
The Surgeon General warned about potential harms but stated 'we do not yet have enough evidence to determine if social media use is sufficiently safe' for youth and called for more independent research.
US Surgeon General's Advisory, 'Social Media and Youth Mental Health,' HHS (2023)
The AAP maintains a Center of Excellence on Social Media and Youth Mental Health, a clinician- and family-facing evidence hub that aims to reduce risks and leverage benefits of social media rather than issue a blanket verdict.
American Academy of Pediatrics, Center of Excellence on Social Media and Youth Mental Health
Recent umbrella and scoping reviews of the youth social-media-and-mental-health literature report inconsistent, mixed, and sometimes null associations, driven by cross-sectional designs, self-report, and inconsistent measurement.
The umbrella review of social media and adolescent mental health finds the evidence base weak and inconsistent overall, with associations that are small and design-dependent.
In November 2023 the FTC sent warning letters to 12 nutrition and health influencers and two trade associations for failing to disclose paid relationships, illustrating that undisclosed material connections are common and enforceable under the endorsement guides.
Content analysis of weight-loss, muscle-building, and cleanse/detox supplement videos on TikTok found the vast majority (about 97 percent) offered no scientific support, most (about 95.7 percent) did not disclose sponsorship, and use of such products is associated with disordered-eating risk, a strand of wellness misinformation aimed at teens.
Systematic review and meta-analysis of recent evidence on social media use and mental disorders in adolescents and young adults reports associations that remain modest and heterogeneous, reinforcing that a clean causal signal has not been established.