We are applying for federal mental health grant funding; what specific data points on adolescent depression and staff burnout should we include in our needs assessment?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are applying for federal mental health grant funding; what specific data points on adolescent depression and staff burnout should we include in our needs assessment?
4 real searches · 1 real-search pass
CDC 2023 Youth Risk Behavior Survey depressive symptoms persistent sadness hopelessness adolescent data officialGoogle ↗
OBSERVEDReason
SAMHSA 2023 NSDUH major depressive episode adolescents 12-17 treatment officialGoogle ↗
OBSERVEDReason
HRSA behavioral health workforce shortage burnout turnover vacancy data mental health workforce officialGoogle ↗
OBSERVEDReason
HHS Surgeon General health worker burnout advisory workload turnover mental health workforce measuresGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
CDC 2023 Youth Risk Behavior Survey depressive symptoms persistent sadness hopelessness adolescent data official Google ↗
SAMHSA 2023 NSDUH major depressive episode adolescents 12-17 treatment official Google ↗
HRSA behavioral health workforce shortage burnout turnover vacancy data mental health workforce official Google ↗
HHS Surgeon General health worker burnout advisory workload turnover mental health workforce measures Google ↗
- Key Substance Use and Mental Health Indicators in the United States: Results from the 2024 National Survey on Drug Use and Health · samhsa.gov
- Key Substance Use and Mental Health Indicators in the United States: Results from the 2024 National Survey on Drug Use and Health · samhsa.gov
- Mental Health and Suicide Risk Among High School Students and Protective Factors — Youth Risk Behavior Survey, United States, 2023 · cdc.gov
- 2023 Youth Risk Behavior Survey Results | Youth Risk Behavior Surveillance System (YRBSS) · cdc.gov
- Vital Signs: Health Worker–Perceived Working Conditions and Symptoms of Poor Mental Health — Quality of Worklife Survey, United States, 2018–2022 · cdc.gov
- Health Workers Face a Mental Health Crisis | VitalSigns · cdc.gov
- Health Workforce Projections · bhw.hrsa.gov
- State of the Behavioral Health Workforce, 2025 · bhw.hrsa.gov
- Health Worker Burnout · hhs.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CDC 2023 Youth Risk Behavior Survey depressive symptoms persistent sadness hopelessness adolescent data official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SAMHSA 2023 NSDUH major depressive episode adolescents 12-17 treatment official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
HRSA behavioral health workforce shortage burnout turnover vacancy data mental health workforce official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
HHS Surgeon General health worker burnout advisory workload turnover mental health workforce measures OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |