Real Merit Protocol
Measure what learners can actually do. Continuously.
An open-source framework for continuous measurement, real-time analysis, and adaptive learning — governed as a community, built for educators.
Protocol sections
- Introduction
- Data Collection Framework
- Data Integration and Processing
- Data Governance
- Ethical Considerations
- System Scalability and Performance
- Security Framework
- Threat Management and Response
- Privacy and Compliance
- User Experience and Interface Design
- Implementation Guidelines
- Continuous Evaluation and Improvement
- Disaster Recovery and Business Continuity
- Stakeholder Engagement and Change Management
- Quality Assurance and Testing
- Governance and Oversight
- Cost Analysis and Financial Sustainability
- Legal Considerations Beyond Data Privacy
- Environmental Sustainability Considerations
- User Rights and Appeals Process
- Third-Party Data Sharing Policies
- Ethical AI and Algorithmic Fairnes
- Integration with Curricula and Pedagogical Practices
- Emergency Procedures and Communication Plans
- Appendices and Supporting Materials
- Educational and Awareness Programs for Students
- Globalization and Localization Considerations
- Conclusion