Evaluating alternate discrete choice frameworks for modeling ordinal discrete variables

► We compare alternative discrete choice frameworks for ordinal discrete variables. ► A simulation based comparison is undertaken. ► Model performance in the presence of under reporting is examined. ► The results clearly highlight the emergence of generalized ordered logit model.