We used both interviews and self-administered questionnaires for data collection as follows:
- Student sample: self-administered questionnaire
- Faculty sample: interviews + self-administered questionnaire
- Senior administrators: interviews
- Instructional design professionals: interviews
The data collection instruments used at UBC can be found below: