Evidence-Based Learning on Nehiju
Educational research consistently shows that measuring learning outcomes leads to better learning. When students, teachers, and parents can see what is working and what is not, they can make informed adjustments that improve results.
Nehiju Learn is built around the principle of evidence-based learning — every activity generates data that helps improve the learning experience.
### What Nehiju Measures
Knowledge Mastery
Quiz scores by subject, topic, and individual learning outcome
Mastery level for each of the 834 CBC outcomes
Identification of learning gaps and areas needing more practiceCompetency Development
Progress in the 7 CBC core competencies (communication, collaboration, critical thinking, creativity, citizenship, digital literacy, self-efficacy)
Competency development over time
Competency-based recommendationsEngagement Metrics
Time spent learning
Features used (quizzes, AI tutor, flashcards, notes, mind maps)
Consistency of activity (streaks, daily engagement)
Subject distribution of study timeLearning Improvement
Week-over-week and month-over-month progress
Learning gap closure rate
Before-and-after comparison for targeted interventions
Long-term growth trajectories### How This Data Is Used
For Students
See which topics they have mastered and which need more work
Track improvement over time for motivation
Get personalized recommendations for what to study next
Identify their own learning patternsFor Teachers
Identify class-wide learning gaps
Adjust teaching based on data, not assumptions
Track the effectiveness of interventions
Report on student progress with evidenceFor Parents
See their child's progress through weekly reports
Understand which areas need more support
Track improvement over time
Have data-informed conversations with teachersFor Schools
Track curriculum coverage and competency development
Identify effective and ineffective teaching strategies
Make evidence-based decisions about resource allocation
Report on CBC implementation to stakeholders### Research-Backed Approach
Nehiju's measurement approach is based on established educational research:
Formative assessment improves learning when feedback is immediate
Spaced repetition enhances long-term retention
Competency-based assessment provides a more complete picture than test scores alone
Data-driven instruction leads to better outcomes than intuition-based teaching
Progress monitoring enables early intervention for struggling learners### Privacy and Ethical Use of Data
All learning data on Nehiju is:
Private — Individual student data is only visible to the student, their parents, and their teachers
Aggregated — School and organization reports use aggregated, anonymized data
Secure — Stored on Supabase with industry-standard security
Purposeful — Used only to improve learning, never for advertising or third-party sharing
Compliant — With Kenyan data protection regulationsReady to see your learning data? Explore the Nehiju dashboard and analytics today.