An NTUA Diploma Thesis titled “Preferences towards e-scooters in Athens” was recently presented by Vasilis Maragkoudakis. This Diploma Thesis identifies the most important factors affecting traveler modal choices in Athens. Logistic regression models were developed (multinomial and binary), which demonstrated that the probability of choosing an e-scooter depends largely on the cost, time, comfort, attitudes, habits and the demographic characteristics of the respondents. The faster and the more economical is the trip and the more familiar is the traveler with e-scooters is, the more likely he/she is to choose them over other means of transport.