This is an experiment in AI-driven contextualization. The material below was produced using SIFT Toolbox, a human-in-the-loop LLM-based contextualization toolbox designed to accelerate fact-checking and sensemaking. Findings should be considered draft findings, lightly checked at best. This check of the report was done as a test to check the robustness and usefulness of the Toolbox.

Youth Mental Health Crisis: Context Report & Sources

Persistent sadness and hopelessness among U.S. high school students surged between 2011 to 2021 from 28% to 42%, with female students' suicidal ideation rising 58% from 19% to 30%. Centers for Disease Control and Prevention. (2021). Youth Risk Behavior Survey data summary & trends report: 2009–2021. https://www.cdc.gov/healthyyouth/data/yrbs/pdf/YRBS_Data-Summary-Trends_Report2021_508.pdf.

The statistical claims in this statement are accurate according to CDC data, though the citation URL is incorrect—it should reference the 2011-2021 report; there is no 2009-2021 report to cite. While the numbers correctly reflect a documented youth mental health crisis, the statement does omit that certain groups (particularly LGBTQ+ students) face much higher rates, and that recent 2023 data shows early signs of modest improvement.

Core Context


Sources Table

Source Description of Position on Issue Link Initial Usefulness Rating Specificity of Claims
CDC YRBS Primary Report 2011-2021 Authoritative documentation of youth mental health deterioration with specific statistics: 28% to 42% persistent sadness, 19% to 30% female suicidal ideation CDC Report 5 High - exact percentages, dates, methodology
CDC 2023 Mental Health Update Shows early signs of improvement with persistent sadness declining from 42% to 40% between 2021-2023 CDC Newsroom 5 High - specific data, timeframes
NPR Health Reporting Professional journalism contextualizing the crisis as ongoing despite modest improvements NPR 4 Medium - cites CDC data, expert quotes
KFF Policy Analysis Independent analysis confirming trends and examining broader implications for healthcare policy KFF Report 4 High - multiple data sources, demographic breakdowns
Pew Charitable Trusts Research Comprehensive analysis of suicide risk trends with focus on demographic disparities Pew Research 4 High - specific percentages, trend analysis
American Foundation for Suicide Prevention Advocacy organization emphasizing crisis severity and need for intervention AFSP Statement 3 Medium - advocacy perspective, cites CDC data
Youth.gov Federal Portal Government summary highlighting key findings and policy implications Youth.gov 4 Medium - summarizes primary data
CDC MMWR Scientific Publications Peer-reviewed analysis of suicidal behaviors with detailed methodology CDC MMWR 5 High - peer-reviewed, detailed statistical analysis