Cluster Randomised Trials

ISBN-13: 9781032339580 / Angielski / Miękka / 2022 / 424 str.

Richard J. Hayes; Lawrence H. Moulton

Opis

Cluster Randomised Trials, Second Edition explores the advantages of cluster randomisation, with special attention given to evaluating the effects of interventions against infectious diseases. Avoiding unnecessary mathematical detail, it covers basic concepts underlying the use of cluster randomisation.

Recenzje

"Cluster Randomized Trials, now in its second edition, has become a standard text on this important method, which is increasingly used in clinical and public health science. Its eminent readability, methodological rigor, and rich use of real world examples make it an important reference for students, clinical trials practitioners, and methodologists."
-John Clemens, Executive Director, icddr,b, Bangladesh and Professor of Epidemiology, UCLA Fielding School of Public Health

"Cluster Randomised Trials is an extraordinarily practical book for anyone designing or analyzing cluster-randomized studies, covering both concepts and technical material with great clarity. I find it particularly useful in designing and analyzing studies to evaluate different effects of vaccination."
- M. Elizabeth Halloran

"Cluster randomized trials have become an important, and in many cases, the key methodology for assessing the impact of public health interventions, especially for infectious diseases. This book is an absolute essential for any scientist who is involved in the design, analysis or interpretation of such trials."
-Ira Longini, Ph.D. Professor of Biostatistics

Praise for the first edition:

... an informative and readable text on the design, conduct, and analysis of cluster randomized trials (cRCTs). ...the book is rich with examples providing practical illustrations of concepts ... This book by Hayes and Moulton adds new insights into the field ... I would recommend this book highly ... This book would also provide an excellent resource for those who deliver courses on clinical trials and would be an excellent addition to the reference library of any trials unit.
-Marion K. Campbell, Clinical Trials, 2011

This comprehensive book covers all the main topics associated with design, conduct, and analysis of cluster randomised trials (CRTs). It follows a logical structure, which is easy to read and avoids excessive mathematical detail, making the book more accessible to wider readership. ... One of the great advantages of this useful handy book is that it does not just follow the theory; research-based examples aid understanding and bridge theory with practical applications. ...In summary, this book is an excellent introduction to the field of CRTs. It explains the methodology and conduct of CRTs in an accessible way. In addition, theory is complemented by practical examples. On this basis, I would highly recommend the book to all interested parties. If the aim of this book is to help readers to understand and apply a range of methods for the design and analysis of CRTs, then it is successful and accomplishes it well.
-Pharmaceutical Statistics, 2011

... the authors have achieved their aim in providing a suitable introduction to even the more advanced issues for everyone involved in the planning, conduct and analysis of these studies.
-ISCB News #49, June 2010

...This is a well-written book which I definitely recommend, especially as a textbook for graduate or postgraduate level studies, or as a reference book for researchers working on the design or analysis of CRTs. ...
-Journal of the Royal Statistical Society, Series A, Volume 173, Issue 1, January 2010

... highly recommend this book for its unique and very important strengths. In particular, Hayes and Moulton should be congratulated for their focus on infectious diseases, a research topic which has received limited attention from statisticians interested in randomized trials. The broader discussion of direct and indirect effects of intervention is also very valuable.
-Neil Klar, Journal of Biopharmaceutical Statistics, 2010, Issue 1

...The authors point out that the CRT is relatively new and that, although the topic is covered here pretty comprehensively, it is still an active research area. It's difficult to think of any important issue or aspect that is not discussed here, and at length and in depth. ... There is no heavy mathematics so the material is accessible to a wide range of readers. ...
-International Statistical Review (2009), 77, 2

Spis treści

Preface

Authors

Glossary

Part A Basic Concepts

Introduction

Variability between Clusters

Choosing Whether to Randomise by Cluster

Part B Design Issues

Choice of Clusters

Matching and Stratification

Randomisation Procedures

Sample Size

Alternative Study Designs

Part C Analytical Methods

Basic Principles of Analysis

Analysis Based on Cluster-level Summaries

Regression Analysis Based on Individual-level Data

Analysis of Trials with More Complex Designs

Part D Miscellaneous Topics

Ethical Considerations

Data Monitoring

Reporting and InterpretationReferences

Appendix

O autorze

Richard J. Hayes is affiliated with the Department of Infectious Disease Epidemiology at the London School of Hygiene and Tropical Medicine, UK.

 Lawrence H. Moulton is affiliated with the Bloomberg School of Public Health at Johns Hopkins University, USA.