Bias is part of the human condition and becoming aware of how to avoid bias will help to ensure greater accuracy in the work of assessment. In this paper the authors discuss three different theoretical frameworks that can be applied when assessing student work for cognitive skills such as critical thinking and problem solving. Each of the…

This paper describes an exercise that frames the choices made in creating measures of knowledge as problematic--making clear that the difficulties in interpreting the survey response are not limited to opinion items but apply to questions about factual information as well. Ambiguities in question wording and response options can invite multiple…