Treating ordinal data: a comparison between rating scale and structural equation models

The aim of this study is to apply rating scale model and structural equation model to the same polytomous data in order to highlight the differences and similarities between the two models. For this purpose a simulation study is developed. Moreover, we present a real case regarding the analysis of the quality of work in an Italian municipality.