Although the thesis is an integral part of the study programme, the way the guidance for this work is supervised can highly differ between supervisors. Writing the thesis is a complicated process requiring tailored guidance, that is often not feasible due to increasing numbers of students and need for efficiency. One possible solution is working…

The search for rigor in learning analytics applications has placed survey data in the suspect's corner, favoring more objective trace data. A potential lack of objectivity in survey data is the existence of response styles, the tendency of respondents to answer survey items in a particular biased manner, such as yeah saying or always disagreeing.…