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This text provides the most comprehensive treatment of the design and analytic issues involved in group-randomized trials. GRTs are comparative studies conducted to evaluate the effect of a health promotion intervention in which the units of assignment are identifiable groups (e.g., schools, worksites) and the units of observation are members of those groups (e.g., students, workers). The book reviews the underlying issues, the most widely used research designs, and analytic strategies. There is an emphasis on mixed-model regression, with two chapters illustrating the analytic methods in SAS PROC MIXED and GLIMMIX. There is also a detailed chapter on power analysis and sample size calculation.
This text investigates the methodological challenges and statistical requirements inherent in the design and analysis of group-randomized trials (GRTs). David M. Murray, an expert in public health research, provides a rigorous framework for evaluating interventions where randomization occurs at the group level rather than the individual level. The book synthesizes complex statistical theory with practical application, focusing on the necessity of accounting for group-level correlations in health promotion research.
What You Will Find
Experts recognize this work as a foundational text for researchers and statisticians working in public health and social science. Readers frequently note the academic density of the prose, which serves as a primary reference for those implementing complex experimental designs.
Page Count:
467
Publication Date:
1998-05-15
Publisher:
Oxford University Press
ISBN-10:
0195120361
ISBN-13:
9780195120363
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