what do recent independent studies reveal about the effectiveness of digital mental health check ins in reducing high school dropout rates
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what do recent independent studies reveal about the effectiveness of digital mental health check ins in reducing high school dropout rates
3 real searches · 1 real-search pass
2025 2026 research digital mental health check-ins high school dropout prevention independent studyGoogle ↗
OBSERVEDReason
independent studies digital mental health check-ins high school students school dropout rates absenteeism prevention 2022 2023 2024 2025Google ↗
OBSERVEDReason
systematic review digital mental health screening check-ins adolescents school engagement dropout outcomesGoogle ↗
OBSERVEDConsequence
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
2025 2026 research digital mental health check-ins high school dropout prevention independent study Google ↗
independent studies digital mental health check-ins high school students school dropout rates absenteeism prevention 2022 2023 2024 2025 Google ↗
systematic review digital mental health screening check-ins adolescents school engagement dropout outcomes Google ↗
- A Cluster Randomized Trial of the Impact of School-Based, Universal, Mental Health Screening and Feedback on Students' Mental Health and Help-Seeking. · pubmed.ncbi.nlm.nih.gov
- The Alongside Digital Wellness Program for Youth: Longitudinal Pre-Post Outcomes Study · pmc.ncbi.nlm.nih.gov
- Adolescent dropout from brief digital mental health interventions within and beyond randomized trials · pmc.ncbi.nlm.nih.gov
- Digital Mental Health Literacy Combined With Physical Activity for Depression and Anxiety in High School Students: A Randomized Controlled Trial - Chen - 2026 - Journal of School Health · onlinelibrary.wiley.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 research digital mental health check-ins high school dropout prevention independent study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
independent studies digital mental health check-ins high school students school dropout rates absenteeism prevention 2022 2023 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
systematic review digital mental health screening check-ins adolescents school engagement dropout outcomes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |