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MDM Dissertations
If you don't have a dissertation supervisor who is encouraging of these methods, then reach out to other people within the MDM community. Get yourself along to a conference if you can. And I think just be aware that yes, data collection will be quite difficult in comparison to perhaps collecting your data with students.