What is the consensus among child psychologists regarding minimalist dumbphones versus parental control apps for treating severe adolescent smartphone dependency?
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the consensus among child psychologists regarding minimalist dumbphones versus parental control apps for treating severe adolescent smartphone dependency?
3 real searches · 1 real-search pass
child adolescent problematic smartphone use clinical guideline treatment family therapy cognitive behavioral therapy parental controls smartphone restriction dumbphone evidenceGoogle ↗
OBSERVEDReason
systematic review adolescent problematic smartphone use interventions parental mediation screen time restriction 2024 2025Google ↗
OBSERVEDReason
American Academy Pediatrics problematic media use adolescents family media plan parental controls treatmentGoogle ↗
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
child adolescent problematic smartphone use clinical guideline treatment family therapy cognitive behavioral therapy parental controls smartphone restriction dumbphone evidence Google ↗
systematic review adolescent problematic smartphone use interventions parental mediation screen time restriction 2024 2025 Google ↗
American Academy Pediatrics problematic media use adolescents family media plan parental controls treatment Google ↗
- Parenting and Problematic Social Media Use: A Systematic Review | Current Addiction Reports · link.springer.com
- Linking parental mediation practices to adolescents’ problematic online screen use: A systematic literature review · pmc.ncbi.nlm.nih.gov
- Digital Ecosystems, Children, and Adolescents: Policy Statement | Pediatrics · publications.aap.org
- Parental Controls: Setting Safe & Healthy Media Limits · healthychildren.org
- FEATURES child is spending on screens throughout · aacap.org
- Effectiveness of interventions to reduce excessive screen time and problematic media use in children and adolescents: An umbrella review | European Child & Adolescent Psychiatry · link.springer.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
child adolescent problematic smartphone use clinical guideline treatment family therapy cognitive behavioral therapy parental controls smartphone restriction dumbphone evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
systematic review adolescent problematic smartphone use interventions parental mediation screen time restriction 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Pediatrics problematic media use adolescents family media plan parental controls treatment OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |