Behavior Insights emphasize learner process over product
The hype surrounding ChatGPT and other generative AI tools in education, including research showing how MOSS can be fooled by Large Language Model (LLM) generated code (Biderman & Raff, 2022), calls for a renewed emphasis on student process over product.
Behavior Insights seamlessly integrates behavioral metrics being explored by researchers (e.g., Watwin, NPSM, RED, Error Qutient) into the Codio platform, and includes:
- Time Spent
- Coding vs. Debugging Time
- History of External Pastes
- Enhanced, Multi-File Code Playback with Pastes
- Insertions vs. Deletions
- Rate of Edits (Characters per Second)