Evidence map›Paper›PMID 42758494›Full record

ArticleJAMA pediatrics2026

Adolescents' Experiences of Online Harms by Platform.

Angela Y Lee, Carmen H J Lim, Sunny Xun Liu, R Kang Xing Jin, Anneke Buffone, Ravi Iyer, Zachary Rausch, Jonathan Haidt, Nathanael J Fast, Jeffrey T Hancock and 1 more

Abstract read
In one paragraph

Article in JAMA pediatrics, 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

11 authors.

Angela Y LeeTech Impact & Policy Center, Stanford University, Stanford, California.
Carmen H J LimStern School of Business, New York University, New York.
Sunny Xun LiuTech Impact & Policy Center, Stanford University, Stanford, California.
R Kang Xing JinCenter for Digital Health, Stanford University, Stanford, California.
Anneke BuffoneNeely Center, University of Southern California Marshall School, Los Angeles.
Ravi IyerNeely Center, University of Southern California Marshall School, Los Angeles.
Zachary RauschStern School of Business, New York University, New York.
Jonathan HaidtStern School of Business, New York University, New York.
Nathanael J FastNeely Center, University of Southern California Marshall School, Los Angeles.
Jeffrey T HancockTech Impact & Policy Center, Stanford University, Stanford, California.
Eleni LinosCenter for Digital Health, Stanford University, Stanford, California.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Concerns about the risks adolescents face online are rising, and existing research on online harms rarely examines platform-level differences. Objective: To estimate the prevalence of negative experiences reported by US adolescents online, offline, and across 20 different online platforms using a national survey. Design, Setting, and Participants: This was a cross-sectional, nationally representative, pilot survey of US adolescents aged 13 to 17 years conducted from February to December 2025 through the probability-based Understanding America Study panel. Self-reported use and negative experiences on 20 online platforms (eg, Facebook, Instagram, Snapchat, TikTok, and YouTube) were assessed. Exposures: Self-reported use of 20 online communication platforms (eg, Facebook, Instagram, TikTok, Snapchat, and YouTube) in the past 4 weeks. Main Outcomes and Measures: Prevalence of adolescents' reporting experiencing major risks and harms online, offline, and for each of 20 online platforms in the last 4 weeks. Harms include harassment, sexual solicitation, exposure to violent content, and technology-related sleep disruption. Survey-weighted logistic regression examined demographic associations. Results: The weighted sample included 472 adolescents (mean [SE] age 14.9 [0.1] years; 46.8% female) from 47 states. Across online and offline contexts, 44.7% witnessed harassment and 29.8% reported experiencing it directly in the past 4 weeks. Online exposure exceeded offline exposure for several harms, including reported exposure to violent imagery (10.7% vs 1.6%), unwanted sexual images (13.4% vs 2.0%), and content encouraging self-harm (9.7% vs 5.2%), while direct harassment was reported at similar rates offline and online (18.5% vs 16.4%). More than half (51.5%) self-reported sleep disruption due to technology use. Prevalence varied by platform. Conclusions and Relevance: The findings suggest that negative online experiences are commonly reported by US adolescents and vary across platforms and subgroups of adolescents. Measuring the prevalence of negative online experiences is feasible and analogous to public health risk monitoring frameworks.

Identifiers

PMID42758494
PMCPMC13589292

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.