This book provides researchers with an overview of rating scale analysis along with practical guidance on how to conduct such analyses with their own survey data. Author Stefanie A. Wind presents three categories of methods: Rasch models, non-Rasch Item Response Theory (IRT) models, and non-parametric models, together with practical examples.