Methods in Comparative Effectiveness Research

ISBN-13: 9780367736422 / Angielski / Miękka / 2020 / 554 str.

Constantine Gatsonis; Sally C. Morton

Opis

This volume covers the main areas of quantitative methodology for the design and analysis of CER studies. The volume has four major sections—causal inference; clinical trials; research synthesis; and specialized topics. The audience includes CER methodologists, quantitative-trained researchers interested in CER, and graduate students in statisti

Spis treści

Observational studies. Data sources and design considerations for observational studies in CER. Causal inference methods in CER. Clinical trials in CER. CER considerations for clinical trials: Choice of research questions, populations, study settings, and endpoints. Approaches to randomization: cluster randomization, use of EMR. Adaptive designs, Bayesian methods. Deriving evidence for population subsets, CER and personalized medicine. Systematic reviews. General: systematic reviews with study-level and individual patient-level data. General: Strength and quality of evidence data. Network meta-analysis. Systematic reviews of diagnostic accuracy. Modeling. Decision analysis. Micro simulation methods. Cost-effectiveness analysis. Value of Information analysis. CER for diagnostic tests. Prevention studies. Early detection and surveillance studies.

O autorze

Constantine Gatsonis is Henry Ledyard Goddard University Professor, Chair of the Department of Biostatistics, and founding Director of the Center for Statistical Sciences at the Brown University School of Public Health. Dr. Gatsonis is a Fellow of the American Statistical Association (ASA) and received a Long-Term Excellence Award from the Health Policy Statistics Section of ASA.

Sally C. Morton is Dean of the College of Science at Virginia Tech. Previously, she was Professor and Chair of the Department of Biostatistics in the Graduate School of Public Health, and Director of the Comparative Effectiveness Research Center in the Health Policy Institute, at the University of Pittsburgh. Dr. Morton is a Fellow and past president of the ASA and received the association's Founders Award.