Measures of Interobserver Agreement and Reliability
Measures of Interobserver Agreement and Reliability, Second Edition covers important issues related to the design and analysis of reliability and agreement studies. It examines factors affecting the degree of measurement errors in reliability generalization studies and characteristics influencing the process of diagnosing each subject in a reliability study. The book also illustrates the importance of blinding and random selection of subjects.
New to the Second Edition
- New chapter that describes various models for methods comparison studies
- New chapter on the analysis of reproducibility using the within-subjects coefficient of variation
- Emphasis on the definition of the subjects’ and raters’ population as well as sample size determination
This edition continues to offer guidance on how to run sound reliability and agreement studies in clinical settings and other types of investigations. The author explores two ways of producing one pooled estimate of agreement from several centers: a fixed-effect approach and a random sample of centers using a simple meta-analytic approach. The text includes end-of-chapter exercises as well as downloadable resources of data sets and SAS code.
General Introduction. Reliability for Continuous Scale Measurements. Method-Comparison Studies. Population Coefficient of Variation as a Measure of Precision and Reproducibility. Measures of Agreement for Dichotomous Outcomes. Coefficients of Agreement for Multiple Rates and Multiple Categories. References. Index.
"The new edition of this book includes popular and important new topics on assessing agreement and reliability … this book is very readable and it contains detailed examples and programming codes that can be easily followed and carried out by practicing statisticians. It is a valuable reference for someone who has limited background on assessing agreement and reliability."
—Huiman X. Barnhart, Journal of the American Statistical Association, September 2014, Vol. 109
"There are fairly substantial changes from the first edition. These include more focus on defining the subjects’ and raters’ populations, the loss of efficiency consequent on categorizing continuous scores, sample size determination, and pooling multicentre studies. Two new chapters are added, one on models for methods comparison studies, and one on the analysis of reproducibility using the within-subjects coefficient of variation. … Overall the volume provides an accessible introduction to the area, at a sufficient depth for most practitioners."
—David J. Hand, Mathematics Department, Imperial College London, UK, in International Statistical Review
Praise for the First Edition:
… an important strength of this text is that it brings together technical results on agreement statistics from a variety of sources, and it often provides information about the precision of the estimates and interval estimates … this text provides a handy compilation of statistical approaches to interobserver agreement … biostatisticians …are likely to find the summary and results to be helpful, and they will want to add this book to their collection.
—Patrick E. Shrout, New York University, Statistics in Medicine, Vol. 25, 2006
Mohamed Shoukri is well placed to write this book, as he is one of the foremost current researchers in this field. I recommend it.
—Journal of the Royal Statistical Society
The well-written specialized book by