Improving engineering education for sustainable development using concept maps and multivariate data analysis

The main focus of this paper is on how the innovative approach of combining the use of concept maps and MVDA can provide useful understanding of possible correlations between student characteristics, their participation in TLAs and their performance in assessments in an ESD course. The use of concept maps was seen as useful in capturing important notions of ESD while the MVDA enabled quick analysis of the large data set.