What this initiative introduces
Why this matters now
In a single week in April, three school safety incidents shook Türkiye. The warning signs were there in each case. The distress, the isolation, the disengagement. But no one caught them in time.
+20
students and teachers
directly affected in under 48 hours
What this initiative introduces
The Early Signal Framework
A structured, student voice-based framework that helps schools understand post-crisis student experience and translate it into clear, actionable recovery priorities at school and system level.

01
Student Distress
Emotional and psychological burden the student is currently carrying
02
Social Isolation
Sense of inclusion and peer connection within the school community
03
Disengagement
Active participation in learning and school life
04
School Climate Risk
Perceived availability of trusted adults and institutional help
05
Agency & Identity
Sense of self, purpose, and positive self-concept
06
Subjective Wellbeing
Life satisfaction and affect, the student-felt experience of all other signals
*Subjective Wellbeing is the difference between the school seeing warning signs, and the student feeling them. It is what tells us whether the other signals are compounding into a life-level problem.
Making the Invisible Visible
From student voice to actionable insight

Individual-level flags
Identifies students showing simultaneous decline across constructs through a compound risk signal.

Cohort-level patterns
Aggregated view by grade or year band to see where distress is concentrating across the school.

Cross-school trends
National and district-wide baseline, enabling evidence-based resource allocation and policy response.
Safeguards & Stance
Designed to be used responsibly
The Early Signal Framework is non-clinical and not a diagnostic tool. It is designed to surface patterns that warrant attention — not to label or diagnose students. Compound risk flags are designed to prompt a structured conversation, not a clinical determination. Schools and designated leads remain in control of how insights are interpreted and acted on, within existing safeguarding pathways.
Built for education stakeholders
Who It's For
01
Educators & Influencers
Amplifiers
Help this work reach the schools and educators who need it most. The framework is only as powerful as the number of students it listens to.
02
Schools & Networks
Implementation Partners
Adopt the Early Signal Framework across your school community. Receive compound risk profiles, cohort dashboards, and improvement pathways three times per year.
03
Associations & Government
System Enablers
Build regional or national visibility into student wellbeing and support a coordinated, evidence-based response.
All rights reserved. © 2026 BuzzGage Inc. 169 Madison Ave, STE 15188, New York, NY, 10016, USA.
