() |
Introduction to Numbas
Christian Lawson-Perfect
Newcastle University
An open-source e-assessment system designed for mathematical subjects.
Developed at Newcastle University since 2011.
Used around the world.
Key features
Randomised questions.
Easy to use and accessible.
Adaptive behaviour.
Customisable everywhere.
Lots of maths features.
Runs standalone.
LTI support.
Question types
- Math notation
- Number
- Matrix
Question types
- Multiple choice
- Short text
- Make your own
Question types
- Code: Python or R
- Spreadsheet
Interactive diagrams
- GeoGebra
- JSXGraph
Modes of use
- Sequential
- A fixed list of questions.
- Menu
- Student picks which questions they want to try.
- Diagnostic
- Adapts to student's performance.
- Explore
- Student picks their own path through an activity.
How we use it
- Large banks of practice material.
- In-course assessment: open for two weeks, worth 2% of module.
- Labs: students enter measurements; Numbas marks calculations.
- High-stakes assessments for many maths modules, as well as large service courses.
- Hybrid exams: some automatically marked, some marked by hand.
The mathcentre editor
- Open to everyone.
- Collect ready-made questions into a custom test
- Or write your own.
Documentation

Thanks!
- Website
- numbas.org.uk
- numbas@ncl.ac.uk
- Fediverse
- @numbas@mathstodon.xyz
- Source code
- github.com/numbas
This slide intentionally left blank