Key Research Findings
- Digital media exposure during ages 11-14 affects brain development differently than other ages
- The adolescent brain shows 1.5-2x greater capacity for change compared to adults
- Therapeutic interventions can accelerate positive brain changes by 2-4 weeks
- Critical developmental windows exist for maximum intervention impact
Key Research Findings
- Traditional monitoring approaches may increase online risks while damaging family trust
- Privacy frameworks should support healthy autonomy development
- Psychology-informed privacy design enhances rather than harms family relationships
- Collaborative approaches show better outcomes than surveillance-based methods
Key Research Findings
- Mental health apps show 83% effectiveness rate for adolescents
- Gamified interventions achieve measurable positive effects (g=0.38 effect size)
- Video-based therapy delivery enhances engagement
- No negative effects reported across reviewed studies
Key Research Findings
- Federated learning maintains 85-98% accuracy while preserving privacy
- Scalable architectures can support 10,000+ concurrent users
- 40-60% cost reduction possible through proper system design
- Edge computing enables 50-200ms real-time inference