Data Catalog Overview
SafeInsights provides access to learning data from the following educational Data Organizations (DOs).
Each organization offers different data types that can support various research questions.
Member Organizations
OpenStax
About: Non-profit open-source textbook publisher and courseware provider from Rice University
Education Levels: Higher Education (primarily undergraduate)
Subjects: STEM (Math, Physics, Biology, Chemistry, etc.), Economics, History
Data Types Available:
- Event capture (page views, navigation)
- Assessment responses and scores
- Notes and highlights
- Practice question attempts
Example Research Questions:
- "How does textbook reading behavior relate to quiz performance?"
- "What note-taking strategies predict success in physics?"
Active Learners: [X million]
Learn more about OpenStax data →
ASSISTments
![ASSISTments Logo]
About: [Brief description]
Education Levels: K-12 (primarily middle school math)
Subjects: Mathematics
Data Types Available:
- Problem-level attempts and responses
- Hint usage
- Time on task
- [etc.]
Example Research Questions:
- [2-3 examples relevant to ASSISTments]
Active Learners: [X students]
Learn more about ASSISTments data →
[Add similar sections for each member organization as they join]
Comparing Data Sources
| Feature | OpenStax | ASSISTments |
|---|---|---|
| Education Level | Higher Ed | K-12 |
| Subject Areas | STEM, Social Sciences | Math |
| Data Granularity | Event-level | Problem-level |
| Longitudinal | Within course | Potentially multi-year |
| Demographics | Limited | [Check] |
Getting Started
- Review member profiles above to identify platforms with relevant data
- Explore detailed documentation in each member's section
- Access simulated data to understand structure
- Design your study using the research guide