I have estimated an ordinal probit model in Stata. The dependent variable is walkability. The main independent variables are on a Likert scale (1=agree, 2=partially agree, 3=disagree). The other variables are dummies.
After estimation I have calculated margins for each level of the outcome. Stata reports results for 2,3 options and use 1st option of the independent variable as base category.Thus at outcome 1 I have prob for 2 and 3 options of the independent variable and the 1st option is missed (baseline). While I do understand the interpretation of margins of factor variables, I am confused now with the dummy variables like gender, age, uni. Stata reports their margins. How will they be interpreted?
Please quote an example of ordered probit when both dependent and independent are factor variables.