Generalised moves to online and more flexible delivery modes of teaching have challenged the perceptions and expectations of university educators worldwide. Congruence around educator role expectations, held by both the educator and their students, therefore is central to educator wellbeing, and by default, student success in a changing university…

Student Evaluation of Teaching surveys (SETs) are used at universities to inform teaching practice and subject design. However, there is increasing concern about the impact of allegations, abuse, and discrimination in survey open text components. Here we discuss the implementation of an automated screening mechanism using a combination of…