How do social media algorithms contribute to teen depression and body image issues based on the latest psychological research from this year
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do social media algorithms contribute to teen depression and body image issues based on the latest psychological research from this year
3 real searches · 1 real-search pass
2026 psychological research social media recommender algorithms adolescent depression body image study 2026Google ↗
OBSERVEDReason
2026 systematic review adolescents social media algorithms body image depression recommender systems researchGoogle ↗
OBSERVEDReason
2026 adolescent social media appearance comparison body dissatisfaction longitudinal studyGoogle ↗
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). 3 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
2026 psychological research social media recommender algorithms adolescent depression body image study 2026 Google ↗
2026 systematic review adolescents social media algorithms body image depression recommender systems research Google ↗
2026 adolescent social media appearance comparison body dissatisfaction longitudinal study Google ↗
- Algorithmic recommendation and adolescent mental health: a grounded theory study of social and commercial determinants | BMC Public Health · link.springer.com
- Relation Between Social Media Use and Body Image Concerns and Disordered Eating in Adolescence: A Systematic Review and Meta-Analysis | Adolescent Research Review · link.springer.com
- Affective reactivity to upward social comparisons rather than social media use predicts increases in early adolescents’ depressive symptoms · nature.com
- Prospective relationships between appearance-based social media use and adolescent mental health - Cameron J Ragg, Ronald M Rapee, Jasmine Fardouly, 2026 · journals.sagepub.com
- Social media exposure and anxiety and depression in young people: A systematic review and meta‐analysis of longitudinal and experimental studies - Peachey - British Journal of Clinical Psychology · bpspsychub.onlinelibrary.wiley.com
- Exploring resilience as a moderator of social media appearance activity and body image concerns in adolescents · nature.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 psychological research social media recommender algorithms adolescent depression body image study 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 systematic review adolescents social media algorithms body image depression recommender systems research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 adolescent social media appearance comparison body dissatisfaction longitudinal study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |