Literature DB >> 9308132

The design and analysis of paired cluster randomized trials: an application of meta-analysis techniques.

S G Thompson1, S D Pyke, R J Hardy.   

Abstract

The statistical issues in clinical trials where clusters, communities or groups rather than individuals are randomized are often not fully appreciated. In this paper we discuss the design and analysis of trials in which pairs of clusters are randomized in the context of one recent trial, the British Family Heart Study. Both sample size calculations and the analysis strategy need to take account of the between-cluster component of variance. The analysis can be considered as a random effects meta-analysis across cluster pairs, and can usefully be presented as such. Techniques developed in the context of meta-analysis can then be used in the analysis, for example using a profile likelihood method to derive a confidence interval for the overall treatment effect which takes into account the variability in the estimate of the between-cluster variance. The methods presented here are contrasted with previously published methods for cluster randomized trials.

Mesh:

Year:  1997        PMID: 9308132     DOI: 10.1002/(sici)1097-0258(19970930)16:18<2063::aid-sim642>3.0.co;2-8

Source DB:  PubMed          Journal:  Stat Med        ISSN: 0277-6715            Impact factor:   2.373


  39 in total

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2.  Considerations for the design and analysis of experimental studies in physical activity and exercise promotion: advantages of the randomised controlled trial.

Authors:  S S Tai; S Iliffe
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3.  Design and analysis of controlled trials in naturally clustered environments: implications for medical informatics.

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Journal:  J Am Med Inform Assoc       Date:  2002 May-Jun       Impact factor: 4.497

4.  A cluster randomised trial to evaluate a nutrition training programme.

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Journal:  Br J Gen Pract       Date:  2003-04       Impact factor: 5.386

5.  Pitfalls of and controversies in cluster randomization trials.

Authors:  Allan Donner; Neil Klar
Journal:  Am J Public Health       Date:  2004-03       Impact factor: 9.308

6.  A prospective cluster-randomized trial to implement the Canadian CT Head Rule in emergency departments.

Authors:  Ian G Stiell; Catherine M Clement; Jeremy M Grimshaw; Robert J Brison; Brian H Rowe; Jacques S Lee; Amit Shah; Jamie Brehaut; Brian R Holroyd; Michael J Schull; R Douglas McKnight; Mary A Eisenhauer; Jonathan Dreyer; Eric Letovsky; Tim Rutledge; Iain Macphail; Scott Ross; Jeffrey J Perry; Urbain Ip; Howard Lesiuk; Carol Bennett; George A Wells
Journal:  CMAJ       Date:  2010-08-23       Impact factor: 8.262

7.  Randomized clinical trial of a customized electronic alert requiring an affirmative response compared to a control group receiving a commercial passive CPOE alert: NSAID--warfarin co-prescribing as a test case.

Authors:  Brian L Strom; Rita Schinnar; Warren Bilker; Sean Hennessy; Charles E Leonard; Eric Pifer
Journal:  J Am Med Inform Assoc       Date:  2010 Jul-Aug       Impact factor: 4.497

8.  The effect of safer play equipment on playground injury rates among school children.

Authors:  Andrew W Howard; Colin MacArthur; Andrew Willan; Linda Rothman; Alexandra Moses-McKeag; Alison K MacPherson
Journal:  CMAJ       Date:  2005-05-24       Impact factor: 8.262

9.  Effects of an HIV-Care-Program on immunological parameters in HIV-positive patients in Yaoundé, Cameroon: a cluster-randomized trial.

Authors:  Germaine N Nkengfack; Judith N Torimiro; Jeanne Ngogang; Sylvia Binting; Stephanie Roll; Peter Tinnemann; Heike Englert
Journal:  Int J Public Health       Date:  2014-03-04       Impact factor: 3.380

10.  Universal glove and gown use and acquisition of antibiotic-resistant bacteria in the ICU: a randomized trial.

Authors:  Anthony D Harris; Lisa Pineles; Beverly Belton; J Kristie Johnson; Michelle Shardell; Mark Loeb; Robin Newhouse; Louise Dembry; Barbara Braun; Eli N Perencevich; Kendall K Hall; Daniel J Morgan; Syed K Shahryar; Connie S Price; Joseph J Gadbaw; Marci Drees; Daniel H Kett; L Silvia Muñoz-Price; Jesse T Jacob; Loreen A Herwaldt; Carol A Sulis; Deborah S Yokoe; Lisa Maragakis; Matthew E Lissauer; Marcus J Zervos; David K Warren; Robin L Carver; Deverick J Anderson; David P Calfee; Jason E Bowling; Nasia Safdar
Journal:  JAMA       Date:  2013-10-16       Impact factor: 56.272

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