Personal epistemology is concerned with people's beliefs or assumptions about the nature of knowledge and knowing. Whilst contributions in this field can be traced back to the 1970s, fundamental questions about the ontology and epistemology of the construct still remain. The current study explored the effects of three characteristics of questions aimed at eliciting epistemological assumptions on our interpretations of an individual's assumptions, namely the level of directness with which questions targeted assumptions, the domain-specificity of the question, and whether the questions were open or closed-ended. A paper-and-pencil measure was designed to manipulate these variables, and the interpretations made about the assumptions of 35 postgraduate Psychology students were compared. The results suggested that the characteristics do exert an influence and caution is raised regarding the validity of methodologies that are used in the study of personal epistemology.