@article{article_830664, title={Identifying the Factors Affecting the Choice of Advanced Driving Education in the Context of Traffic Security}, journal={Güvenlik Çalışmaları Dergisi}, volume={23}, pages={91–105}, year={2021}, author={Altin Yavuz, Arzu and Karacasu, Murat and Ergül, Barış}, keywords={Traffic Perception, Advanced Driving Education, Factor Analysis, Logistic Regression, Robust Logistic Regression}, abstract={Vehicle traffic in highway networks is accompanied by an increase in traffic accidents. Drivers who are trafficked after driver’s license exams can experience shortcomings in their experience. Advanced driving education is an education that has significant benefits for both drivers and other elements of traffic. The success of the education to be received is directly proportional to the desire of the individuals to receive the education. This research was carried out in Eskisehir in Turkey, one of the major cities. Firstly, the factors that constitute the traffic perception of the drivers in Eskişehir were tried to be determined. It was then attempted to model how driver views on advanced driver training were affected by these factors. For modelling, logistic and robust logistic regression analysis methods are used. Traffic safety, driver behaviors, driver capacities and factors affecting traffic perceptions have been tried to be determined depending on Eskisehir traffic and socio-cultural structure.}, number={1}, publisher={Polis Akademisi}