Encyclopedia of Statistical Sciences 2005
DOI: 10.1002/0471667196.ess7008
|View full text |Cite
|
Sign up to set email alerts
|

Group‐Randomized Trials, Planning and Analysis of

Abstract: Planning a group‐randomized trial is a complex process. Care must be taken to delineate the research question, to create the research team, to plan the research design, to avoid potential design and analytic problems, to select variables of interest and their measures, to plan the intervention, and to ensure adequate power. Failure in any of these areas may lead to a dissappointing result; attention to each will increase the likelihood of success

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
3

Citation Types

5
299
0

Year Published

2007
2007
2023
2023

Publication Types

Select...
9

Relationship

0
9

Authors

Journals

citations
Cited by 184 publications
(304 citation statements)
references
References 4 publications
5
299
0
Order By: Relevance
“…To compare injury rates, incidence rate ratios (IRRs) were obtained from Poisson regression models 27. Robust SEs were calculated to allow for randomisation by team 28. Intracluster correlations were calculated by comparing SEs from our analysis method with SEs from an analysis that ignored the clustering.…”
Section: Methodsmentioning
confidence: 99%
“…To compare injury rates, incidence rate ratios (IRRs) were obtained from Poisson regression models 27. Robust SEs were calculated to allow for randomisation by team 28. Intracluster correlations were calculated by comparing SEs from our analysis method with SEs from an analysis that ignored the clustering.…”
Section: Methodsmentioning
confidence: 99%
“…Based upon previous research with the SDLMI, we determined an effect size in the moderate impact range (Cohen’s d = .38) and, along with an intra-class correlation (ρ) of .05 and baseline levels of self-determination as measured by The Arc’s Self-Determination Scale, conducted a power analysis using formulas specified by Murray (1998) and software, called Optimal Design, developed by Spybrook, Raudenbush, Liu, and Congdon (2006). Power analysis determined that we would need at least 26 schools with 12 students at each school to detect our effect in a completely balanced group randomized trial design.…”
Section: Methodsmentioning
confidence: 99%
“…We implemented a group-randomized, modified equivalent control group time series design (Murray, 1998) over two years to examine the impact of the SDLMI on self-determination. Project personnel contacted school districts, and districts that agreed to participate ( n = 20) identified high school campuses ( n = 39) to participate.…”
Section: Methodsmentioning
confidence: 99%
“…As a result of this correlation, there is a lack of statistical independence across subjects. As independence is a critical assumption for sample size calculations and most other statistical analyses, it is likely that, in many cases, this assumption is violated 4–6 9. If each cluster comprises exposed and unexposed subjects, stratification for clusters can alleviate the clustering effect 5.…”
mentioning
confidence: 99%