Data & Impact
Assessment accountability, ethical data practices, and implementation targets driving continuous improvement.
Assessment & Accountability Systems: Street Data First
Data Framework: Centering Voice from the Margins (Safir & Dugan)
Street Data (Priority Focus)
Student Voice
Quarterly focus groups documenting engagement, cultural relevance, and pedagogical effectiveness from learner perspective
Faculty Reflection
Weekly collaborative protocols documenting implementation challenges and student-centered observations
Family Experience
Monthly coffee conversations capturing authentic feedback on program accessibility and cultural responsiveness
Community Partner Input
Indigenous knowledge keepers and cultural organizations providing ongoing authenticity feedback
Satellite Data (Supporting Indicators)
IB Results
Language B Paper 1, 2, and Oral assessment outcomes demonstrating academic achievement
Retention Rates
Grade 9-12 continuation statistics indicating program engagement effectiveness
Extended Track Enrollment
Pathway participation numbers showing long-term strategic success
Ethical Data Collection & Management Framework
Consent & Transparency Protocols
Family Partnership Agreements
Explicit consent for portfolio documentation, cultural sharing, and academic progress tracking with annual renewal options
Student Agency
Grade 11+ students provide additional consent for their own cultural competency documentation and community presentation participation
Community Protocols
Indigenous knowledge keepers establish guidelines for respectful cultural sharing documentation
Data Protection & Storage Systems
Platform Security
ManageBac and Canvas encrypted storage with two-factor authentication and role-based access controls
Anonymization Standards
Individual student data aggregated for program evaluation; identifiable information shared only with explicit educational necessity and family consent
Retention Guidelines
Portfolio samples retained for program improvement with 3-year maximum; personal information purged annually per Ontario privacy legislation
Access Protocols
Department faculty access limited to current students; administrative access for program evaluation requires additional justification and time limitations
Community Accountability Measures
Cultural Sharing Protocols
Indigenous knowledge documentation requires community member approval before any institutional use
Family Review Rights
Quarterly portfolio review sessions where families approve continued participation and documentation usage
Student Ownership
Digital portfolios remain student property with explicit agreements for institutional access and duration
Key Performance Indicators
15%
Year 1 Dropout Reduction Target
75%
Year 3 Retention Rate Goal
400%
Higher Level Enrollment Growth
85%
Students with Cultural Growth
Implementation Targets & Monitoring Framework
Strategic milestones with systematic monitoring and refinement cycles to ensure continuous improvement.
Year 1 Targets (2025-2026)
15% reduction in Grade 9 French dropout rate
From current 50%+ to target 35%, tracked monthly through enrollment data
Extended French track enrollment of minimum 15 Grade 7 students
Building foundation for Higher Level pathway development
90% faculty completion of CEFR training with implementation evidence
Professional development with classroom observation documentation
Baseline cultural competency assessment for all DP students
Establishing measurement foundation for growth tracking
Year 3 Targets (2027-2028)
Grade 9 retention rate above 75%
Sustained improvement in student engagement and program satisfaction
Higher Level enrollment of minimum 8 Grade 12 students
400% increase from current 2 students, indicating pathway success
IB results consistently above world average
Academic excellence demonstrating pedagogical effectiveness
Measurable intercultural competency growth for >85% of students
Portfolio and assessment evidence of cultural learning outcomes
Monitoring Cycles
Student engagement and faculty implementation assessment
- Faculty satisfaction surveys
- Classroom observation data
- Student attendance patterns
- Technology platform usage analytics
Stakeholder feedback synthesis with strategic adjustment
- Student focus groups
- Family coffee conversations
- Community partner feedback
- Enrollment trend analysis
Comprehensive program evaluation with external validation
- IB results analysis
- Cultural competency assessments
- Graduate pathway tracking
- Third-party program review
Implementation Leadership Reflection
Personal Growth Integration
This work reflects evolution from systems-focused thinking toward relationship-centered leadership, leveraging neurodivergent experiences to create structured yet flexible frameworks honoring diverse processing needs while maintaining equity outcome focus.
Cultural Impact Framework
Through anti-oppression frameworks and community-accountable partnerships, we actively dismantle barriers rather than simply celebrating diversity, ensuring every student experiences linguistic competency development and cultural identity affirmation in partnership.
Sustainability Commitment
Systematic stakeholder engagement and data-driven refinement ensure change serves current students while building capacity for continuous innovation, embodying transformational leadership that creates conditions where every learner thrives and every educator flourishes in service of global citizenship preparation.