Assessment for Learning MOOC’s Updates

Assessment Environment with Learning Analytics

Platform: Khan Academy

Khan Academy is a widely used digital learning platform that integrates embedded learning analytics to support both learners and teachers.

How It Works

Khan Academy tracks a wide range of student behaviors and performance indicators, including:

Time spent on lessons and exercises

Mastery levels for each skill

Patterns of correct and incorrect answers

Hints used and attempts made

Progress through learning pathways

These data points are processed and displayed through dashboards:

Teacher Dashboard: Shows which students are struggling, which skills need reinforcement, and who is ready to advance.

Student Dashboard: Displays mastery levels, recommended next steps, and areas needing improvement.

Mastery System: Automatically adjusts tasks based on performance, promoting or demoting mastery levels.

The platform uses this information to generate personalized recommendations, such as which skills to practice next or which videos to review.

✅ Effects and Potentials

Personalized Learning: Students receive tasks matched to their current level, reducing frustration and boredom.

Early Intervention: Teachers can quickly identify learners who need support.

Motivation: Visual progress indicators help students see their growth.

Instructional Improvement: Teachers can redesign lessons based on class‑wide data trends.

⚠️ Challenges and Risks

Equity Issues: Students without reliable internet or devices may fall behind.

Data Privacy: Continuous tracking raises concerns about how student data is stored and used.

Algorithmic Limitations: Automated mastery decisions may misinterpret temporary mistakes or test anxiety.

Teacher Workload: Interpreting analytics requires time and training.

✅ Overall Insight

Khan Academy shows how embedded learning analytics can transform assessment into a continuous, adaptive, and student‑centered process. When used responsibly, it enhances learning. But without careful attention to ethics, equity, and teacher support, it can also create new challenges.

  • Charito Galletes
  • Charito Galletes