Introduction Core Principles, Best Practices and an Overview of Scale Construction Response Formats and Item Writing Evaluating Psychometric Properties Dimensionality and Reliability Evaluating Psychometric Properties Validity Threats to Psychometric Quality Difference Scores Confirmatory Factor Analysis Generalizability Theory Item Response Theory