Extensions to the two-stage randomized trial design for testing treatment, self-selection, and treatment preference effects to binary outcomes

2018 ◽  
Vol 37 (22) ◽  
pp. 3147-3178 ◽  
Author(s):  
Briana Cameron ◽  
Peter Peduzzi ◽  
Denise Esserman
2020 ◽  
Vol 39 (25) ◽  
pp. 3653-3683
Author(s):  
Yu Shi ◽  
Briana Cameron ◽  
Xian Gu ◽  
Michael Kane ◽  
Peter Peduzzi ◽  
...  

2016 ◽  
Vol 27 (7) ◽  
pp. 2168-2184 ◽  
Author(s):  
Briana Cameron ◽  
Denise A Esserman

The two-stage (or doubly) randomized preference trial design is an important tool for researchers seeking to disentangle the role of patient treatment preference on treatment response through estimation of selection and preference effects. Up until now, these designs have been limited by their assumption of equal preference rates and effect sizes across the entire study population. We propose a stratified two-stage randomized trial design that addresses this limitation. We begin by deriving stratified test statistics for the treatment, preference, and selection effects. Next, we develop a sample size formula for the number of patients required to detect each effect. The properties of the model and the efficiency of the design are established using a series of simulation studies. We demonstrate the applicability of the design using a study of Hepatitis C treatment modality, specialty clinic versus mobile medical clinic. In this example, a stratified preference design (stratified by alcohol/drug use) may more closely capture the true distribution of patient preferences and allow for a more efficient design than a design which ignores these differences (unstratified version).


2019 ◽  
Vol 208 ◽  
pp. 11-20 ◽  
Author(s):  
Kristina Lambrakis ◽  
John K. French ◽  
Ian A. Scott ◽  
Tom Briffa ◽  
David Brieger ◽  
...  

2010 ◽  
Vol 63 (11) ◽  
pp. 1271-1275 ◽  
Author(s):  
Daniel L. Riddle ◽  
Robert E. Johnson ◽  
Mark P. Jensen ◽  
Francis J. Keefe ◽  
Kurt Kroenke ◽  
...  

2020 ◽  
Vol 72 (2) ◽  
pp. 771-772
Author(s):  
Graham R. McClure ◽  
William F. McIntyre ◽  
Richard P. Whitlock ◽  
Emilie P. Belley-Cote

2020 ◽  
Vol 19 ◽  
pp. 100298
Author(s):  
Nicolas Bertholet ◽  
Jean-Bernard Daeppen ◽  
Joseph Studer ◽  
Emily C. Williams ◽  
John A. Cunningham ◽  
...  

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