An NTUA Diploma Thesis called “Critical factors of pedestrians self-declared behaviour and safety in Greece” was recently presented by Alexandros Ntontis. For the purpose of this Diploma Thesis, two binary logistic regression models and a Structural Equation Model (SEM) were developed, using data from the second edition of the ESRA survey. The results showed that a pedestrian who will engage more frequently in crossing the road with red pedestrian light is more likely to also engage in crossing the road at places other than at a nearby pedestrian crossing.