“…Regarding the information given in the literature, investigating the factors affecting the perception of public transport use emerges to be carried out. The previous studies mainly carried out a survey and aimed to explore the importance of the parameters by applying several analysis methods, such as structural equation modelling [20,39], exploratory factor analysis [33], binary logistic regression [36], multivariate regression analysis [37], two-parameter probit model [40], Mann Whitney U test [44], multi-group analysis method [45] and multinomial logit model [23]. The analysis in this paper aimed to focus not only on examining the factors, but also on applying a deeper methodology for investigating categorical variables.…”