An NTUA Diploma Thesis called “Analysis of seatbelt and helmet use characteristics in Greece” was recently presented by Nikolaos Lagonikakos. For the purpose of this Diploma Thesis, data were collected from field observations during November-December 2021 in Greece and are related to seatbelt and helmet use, driver’s age and gender, the type of vehicle, the weather conditions, the time period and the road type in three areas (Athens, Thessaloniki and Larisa). Regarding the statistical models of seatbelt and helmet use by drivers, the results demonstrated that female drivers are more likely to use their seatbelt compared to male drivers. With regard to age, middle-aged and elderly drivers present lower probabilities of using a seatbelt while driving, compared to young drivers. Moreover, in adverse weather conditions the probability of using a helmet is lower in comparison with good weather conditions.