Evidence map›Paper›PMID 42114272›Full record

ArticleDevelopmental cognitive neuroscience2026

Problematic patterns of social media use increase with spontaneous cortical activity and transdiagnostic mental health symptoms in youth.

Nathan M Petro, Lauren K Webert, Kellen M McDonald, Jake J Son, Thomas W Ward, Danielle L Rice, Grace C Ende, Anna T Coutant, Erica L Steiner, Cooper L Livermore and 4 more

Abstract read
In one paragraph

Article in Developmental cognitive neuroscience, 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

14 authors.

Nathan M PetroInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA. Electronic address: nathan.petro@boystown.org.
Lauren K WebertInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA.
Kellen M McDonaldInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology & Neuroscience, Creighton University, Omaha, NE, USA.
Jake J SonInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
Thomas W WardInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology & Neuroscience, Creighton University, Omaha, NE, USA.
Danielle L RiceInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA.
Grace C EndeInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA.
Anna T CoutantInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA.
Erica L SteinerInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA.
Cooper L LivermoreInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA.
Mikki SchantellInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
Abraham D KillaninInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
Giorgia PicciInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology & Neuroscience, Creighton University, Omaha, NE, USA.
Tony W WilsonInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology & Neuroscience, Creighton University, Omaha, NE, USA.

Funding

Stress-Induced Aberrations in the Mitochondrial Redox Environment Impact Developing Neural Circuits Supporting Cognitive ControlP20GM144641 · NIGMS · FATHER FLANAGAN'S BOYS' HOME · PI Tony W. Wilson · 2022 to 2026
$15.1M
DEVELOPMENTAL MULTIMODAL IMAGING OF NEUROCOGNITIVE DYNAMICS (DEV-MIND)R01MH121101 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI WILSON, TONY W · 2019 to 2023
$5.8M
New MEG System for Improved Quantification of Human Brain DynamicsS10OD028751 · OD · FATHER FLANAGAN'S BOYS' HOME · PI WILSON, TONY W · 2020 to 2020
$1.9M
Impact of Trauma on the Longitudinal Development of Cognitive Control Networks in Healthy YouthF30MH134713 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI Jake Son · 2023 to 2026
$196k
The Effect of Pubertal Hormones on theDevelopment of Neural Oscillatory Dynamics in YouthF30MH130150 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI KILLANIN, ABRAHAM · 2022 to 2025
$193k
Impact of HIV and Cannabis Use on Executive Brain Function and InflammationF31DA063403 · NIDA · FATHER FLANAGAN'S BOYS' HOME · PI Kellen M McDonald · 2025 to 2026
$100k
Altered Oscillatory Dynamics in People with HIV and Methamphetamine Use DisorderF31DA056296 · NIDA · FATHER FLANAGAN'S BOYS' HOME · PI SCHANTELL, MIKKI · 2022 to 2023
$52k
NIDA NIH HHS F31 DA056296NIDA NIH HHS F31 DA063403NIGMS NIH HHS P20 GM144641NIH HHS S10 OD028751NIMH NIH HHS F30 MH130150NIMH NIH HHS F30 MH134713NIMH NIH HHS R01 MH121101
6 · The paper itself

Abstract

Adolescence is a period of profound biopsychosocial development, with peer interactions playing a critical role. Over the past decade, the dramatic increase in social media access among youth has fundamentally altered such interactions, enabling highly rewarding peer-to-peer social interactions to occur at almost any time and thereby escalate into problematic behaviors. Whether such a seemingly urgent need for interaction through social media constitutes problematic behavior remains unclear, but evidence suggests that social media use can become obsessive and lead to neglect in other areas of life. Unfortunately, the neurobiological underpinnings of such problematic social media use, and their unique relationship with mental health symptoms, are poorly understood. Herein, we assessed mental health symptoms, spontaneous cortical activity based on magnetoencephalography, and self-reported problematic social media use patterns (e.g., "I use social media to reduce bad or upsetting feelings") in 80 typical youths (8-16 years). Controlling for age, sex, and overall social media use, we found that problematic social media use increased in parallel with spontaneous delta activity in parietal and occipitotemporal cortices, and spontaneous theta in prefrontal cortices. In addition, such social media behaviors were associated with increased internalizing symptoms, inattention/hyperactivity levels, and emotional symptoms, and reduced personal adjustment. In summary, problematic social media behaviors in youth are associated with altered spontaneous cortical activity and may portend increased risk for transdiagnostic mental health symptoms. Importantly, these effects were observed after controlling for overall use of social media, suggesting deleterious effects may be present even with minimal usage. These results should be interpreted with caution given that, among other reasons, social media use was completely self-reported and that these cross-sectional results cannot determine the causal direction among the variables.

Indexed as

Cerebral CortexMental DisordersSocial MediaAdolescentChildDigital MediaFemaleHumansMagnetoencephalographyMaleMedia ExposureMental HealthAddictionAdolescenceMEGMental healthResting stateSocial media

Identifiers

PMID42114272
PMCPMC13191277

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LicenceCC BY-NC-ND
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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.