This paper presents a qualitative study of data from a 26 subject experimental study within the multi-modal, conversational dialogue system AdApt. Qualitative analysis of data is used to illustrate the dynamic variation of dialogue parameters over time. The analysis will serve as a foundation for research and future data collections in the area of adaptive dialogue systems and user modelling.