Why Now
Why this matters now
In April, violent incidents intensified Türkiye’s school safety concerns. In response, the Interior Ministry introduced a seven-step model that moves beyond physical security to include behavioral and psychosocial risk monitoring — from social exclusion and emotional withdrawal to absenteeism, bullying, and digital risk signals.
The message is clear: schools need better systems to detect student distress before it escalates.
The Framework
The Early Signal Framework
The Early Signal Framework is built on peer-reviewed adolescent wellbeing research spanning 24 countries and 6,400+ students aged 11–18. The six constructs reflect the domains shown to precede distress in large-scale studies.

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.
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