Are smart-phone-free alternatives like the Light Phone better than basic screen time restrictions for curing severe social media addiction in teenagers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are smart-phone-free alternatives like the Light Phone better than basic screen time restrictions for curing severe social media addiction in teenagers?
3 real searches · 1 real-search pass
adolescent problematic social media use treatment family interventions smartphone restrictions evidence clinical guidance 2024 2025Google ↗
OBSERVEDReason
American Psychological Association health advisory social media use adolescents parental monitoring sleep 2023Google ↗
OBSERVEDYes / no
Light Phone adolescent social media addiction evidence dumbphone intervention study smartphone restriction teenagersGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
adolescent problematic social media use treatment family interventions smartphone restrictions evidence clinical guidance 2024 2025 Google ↗
American Psychological Association health advisory social media use adolescents parental monitoring sleep 2023 Google ↗
Light Phone adolescent social media addiction evidence dumbphone intervention study smartphone restriction teenagers Google ↗
- Problematic Social Media Use Interventions for Mental Health Outcomes in Adolescents | Current Psychiatry Reports · link.springer.com
- Problematic Social Media Use Interventions for Mental Health Outcomes in Adolescents · pubmed.ncbi.nlm.nih.gov
- Innovations in Practice: A pilot randomised trial on smartphone and social media abstinence – effects on sleep quality and psychological wellbeing in adolescents - Sullivan - Child and Adolescent Mental Health · acamh.onlinelibrary.wiley.com
- Screen Time Guidelines · aap.org
- Problematic Media Use: Screening and Intervention Tools for Clinicians · aap.org
- Setting Phone Limits and Suicidal Ideation · aap.org
- Associations between media parenting practices and early adolescent screen use. · pubmed.ncbi.nlm.nih.gov
- Health advisory on social media use in adolescence · apa.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
adolescent problematic social media use treatment family interventions smartphone restrictions evidence clinical guidance 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Psychological Association health advisory social media use adolescents parental monitoring sleep 2023 OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Light Phone adolescent social media addiction evidence dumbphone intervention study smartphone restriction teenagers OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |