dat.sc {fragility} | R Documentation |
Network Meta-Analysis of Smoking Cessation
Description
An illustrative example of network meta-analysis with a binary outcome.
Usage
data("dat.sc")
Format
A data frame containing 24 studies and 4 treatments, with the following 4 variables.
sid
a numeric vector indicating study IDs.
tid
a numeric vector indicating treatment IDs.
e
a numeric vector indicating event counts.
n
a numeric vector indicating sample sizes.
Details
The dataset was originally reported by Hasselblad (1998) and reanalyzed by Lu and Ades (2006) using formal network meta-analysis methods. It investigates the effects of four treatments on smoking cessation, including 1) no contact; 2) self-help; 3) individual counseling; and 4) group counseling. The outcome is binary, which is the smoking cessation status (yes or no) of a participant after treatment.
Source
Hasselblad V (1998). "Meta-analysis of multitreatment studies." Medical Decision Making, 18(1), 37–43. <doi: 10.1177/0272989X9801800110>
Lu G, Ades AE (2006). "Assessing evidence inconsistency in mixed treatment comparisons." Journal of the American Statistical Association, 101(474), 447–59. <doi: 10.1198/016214505000001302>