The aim that drives his work forward is to develop methods incorporating expert knowledge (for example the opinions of physicians, nurses, or teachers) into data analyses in order to prove or disprove hypotheses with greater certainty than is possible based on data alone. For example, a teacher’s familiarity with her pupil’s abilities can be set off against the pupil’s test result. Van de Schoot emphasises transparency and scientific integrity in his work with young researchers.