Rasch Measurement Theory
A Complete CourseBy Tejas Thakur
Length12h 37m
About this audiobook
"Rasch Measurement Theory: A Complete Course" is a comprehensive guide to understanding Rasch measurement theory. We offer an essential resource for anyone interested in measurement theory, educational assessment, or social science research.Rasch measurement theory, named after Danish mathematician Georg Rasch, provides a framework for developing valid and reliable measurement instruments. Unlike traditional psychometric approaches, Rasch measurement theory emphasizes the principles of measurement itself.At the heart of Rasch measurement theory is the Rasch model, which posits that the probability of a respondent endorsing an item on a scale depends on the relationship between the respondent's ability and the difficulty of the item. This model forms the basis for various measurement applications.We introduce the basic principles of Rasch measurement theory and provide step-by-step guidance on applying Rasch analysis to real-world data. Our book emphasizes practical applications with examples from education, psychology, and healthcare.We also explore advanced topics such as differential item functioning (DIF), multidimensional Rasch models, and item response theory (IRT). Throughout the book, we offer tips for conducting Rasch analysis using software packages like RUMM, Winsteps, and jMetrik.
Audiobook details
GenreScience and Nature, Education and Learning
Length12 hrs 37 mins
Narrated byListen with 1,000+ voices
FormateBook with Audio
Publish dateFeb 20, 2025
LanguageEnglish
Table of contents
1CHAPTER 1 Introduction to Measurement Theory
21.1 Understanding Measurement
31.2 Historical Overview
41.3 Basic Concepts in Measurement Theory
5CHAPTER 2 Foundations of Rasch Measurement
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62.1 Introduction to Rasch Measurement
72.2 Key Principles of Rasch Measurement
82.3 Comparisons with Classical Test Theory
9CHAPTER 3 Rasch Models
103.1 Unidimensional Rasch Models
113.2: Multidimensional Rasch Models
123.3 Extensions and Variations of Rasch Models
13CHAPTER 4 Item Response Theory (IRT)
144.1 Overview of IRT: Understanding the Fundamentals
154.2: Relationship between Rasch and Other IRT Models
164.3 Applications of IRT in Measurement: Harnessing the Power
17CHAPTER 6 Rasch Analysis Techniques
185.1 Data Preparation and Cleaning
195.2 Model Fit Assessment
205.3 Item and Person Parameter Estimation
21CHAPTER 6 Testing Assumptions and Diagnostics
226.1 Assumption Testing in Rasch Models
236.2 Diagnostic Procedures for Model Evaluation
246.3 Handling Violations of Model Assumptions
25CHAPTER 7 Practical Applications of Rasch Measurement
267.1 Educational Assessment
277.2 Health Outcomes Measurement
287.3 Survey Development and Validation
29CHAPTER 8 Advanced Topics in Rasch Measurement
308.1 Differential Item Functioning (DIF)
318.2 Item Banking and Adaptive Testing
328.3 Rasch Measurement in Specialized Contexts
33CHAPTER 9 Future Directions and Challenges
349.1 Emerging Trends in Rasch Measurement
359.2 Addressing Limitations and Criticisms
369.3 Opportunities for Advancement in the Field
37Glossary
38Index
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