“…MCA is an exploratory multivariate data analysis method, which allows the simultaneous examination of multiple categorical variables and produces a map of the derived relationships, and as such it is applicable to the present dataset. Furthermore, this analytical instrument has been used extensively in health and transportation research ( Baireddy et al, 2018 ; Cavaignac and Petiot, 2017 ; Collazo, 2019 ; Das et al, 2020 ; Dias et al, 2019 ; Fan et al, 2020 ; Hamon 2020 ; Jalayer et al, 2018 ; Jimenez-Delgado et al, 2019 ; Leonardi et al, 2019 ; Millogo et al, 2021 ; Natarajan et al, 2020 ; Simoes et al, 2020 ). MCA provides a joint representation of row and column categories in the same dimensionality, which enables the identification of groups in proximity ( Hair et al, 2013 ).…”