It is widely considered to be more resource-intensive to run GA frameworks: academic staff need additional training; more flexibility is generally required with regard to assessment deadlines, while less flexibility is available for in-person learning and teaching, adding complexity to scheduling (Smith et al. 2022); additional employer engagement resources (including marketing and liaison) are required; classes are in general smaller making them less cost effective.