# Author Reflexivity Disclosure

The first author served as an external evaluator on the National Quality
Assurance Committee from 2020 to 2023. This role directly shaped the
interpretive lens applied to the institutional case studies in Chapter 3.
The analysis should be read with awareness of this former evaluator position.
