The discrete choice analysis used 28 variables, composed of 11 binary
nominal variables, including 2 relevant cluster memberships; 2 ordinal
variables; 1 interval variable; and 14 ratio scale variables, including 5
factors of perceptions about product attributes and 6 psychographic
factors.