“…Tsai (2002b) use concept maps as a way of exploring teacher_s pedagogical view and her knowledge growth about STS instruction. Concept maps were also used by Shymansky, Woodworth, Norman, Dunkhase, Matthews & Liu (1993) to study changes in middle school teachers_ understanding of a selected science topic, although, as those authors recognize, maps are difficult to evaluate, for which reason particular attention has to be paid to the validity of the study. In our case, the process of validation of maps was carried out by researchers of the Universities of Seville and Extremadura, comparing teachers_ cognitive maps from the INPECIP questionnaire with cognitive maps from interviews, both about nature of science (Mellado, 1997) and teaching and learning science (Mellado, 1998a;1998b).…”