Review of Recent Methodological Developments in Group-Randomized Trials: Part 2-Analysis

American Journal of Public Health
Elizabeth L TurnerDavid M Murray

Abstract

In 2004, Murray et al. reviewed methodological developments in the design and analysis of group-randomized trials (GRTs). We have updated that review with developments in analysis of the past 13 years, with a companion article to focus on developments in design. We discuss developments in the topics of the earlier review (e.g., methods for parallel-arm GRTs, individually randomized group-treatment trials, and missing data) and in new topics, including methods to account for multiple-level clustering and alternative estimation methods (e.g., augmented generalized estimating equations, targeted maximum likelihood, and quadratic inference functions). In addition, we describe developments in analysis of alternative group designs (including stepped-wedge GRTs, network-randomized trials, and pseudocluster randomized trials), which require clustering to be accounted for in their design and analysis.

References

May 1, 1987·American Journal of Epidemiology·S Greenland
May 30, 1996·Statistics in Medicine·M A Proschan
Feb 17, 2001·Statistics in Medicine·G M Raab, I Butcher
Mar 17, 2001·Biometrics·L A Mancl, T A DeRouen
May 24, 2003·Biometrics·John M WilliamsonGlen A Satten
Mar 5, 2004·American Journal of Public Health·Sherri P VarnellJonathan L Blitstein
Mar 5, 2004·American Journal of Public Health·David M MurrayJonathan L Blitstein
Mar 20, 2004·BMJ : British Medical Journal·Marion K CampbellUNKNOWN CONSORT group
Nov 11, 2005·Clinical Trials : Journal of the Society for Clinical Trials·Chris Roberts, Stephen A Roberts
Mar 16, 2006·Statistics in Medicine·Rebecca M TurnerUNKNOWN PIP Study Group
Mar 21, 2006·Biometrical Journal. Biometrische Zeitschrift·L Blizzard, D W Hosmer
Aug 24, 2006·Statistics in Medicine·Allan DonnerNeil Klar
Sep 14, 2006·Annual Review of Psychology·David P MacKinnonMatthew S Fritz
Oct 4, 2007·Statistical Applications in Genetics and Molecular Biology·Mark J van der LaanAlan E Hubbard
Mar 28, 2008·BMJ : British Medical Journal·Sandra EldridgeGene Feder
Mar 28, 2008·Journal of the National Cancer Institute·David M MurrayJennifer Lehman
Jun 10, 2008·Biometrical Journal. Biometrische Zeitschrift·Monica TaljaardNeil Klar
Jul 16, 2008·Statistics in Medicine·Booil JoBengt O Muthén
Aug 14, 2009·Medical Decision Making : an International Journal of the Society for Medical Decision Making·Richard GrieveSimon G Thompson
Aug 25, 2009·BMJ : British Medical Journal·Michael S KramerRobert W Platt
Sep 17, 2009·Statistics in Medicine·Peter X-K SongAnnie Qu
Feb 26, 2010·Journal of Biopharmaceutical Statistics·Cynthia M DeSouzaAbdul J Sankoh
Jan 12, 2011·Statistical Methods in Medical Research·Shaun R Seaman, Ian R White
Jan 25, 2011·Biometrical Journal. Biometrische Zeitschrift·Rebecca R Andridge
Feb 18, 2011·BMC Medical Research Methodology·Jinhui MaUNKNOWN CHAT investigators
Apr 27, 2011·Psychological Methods·Scott A BaldwinPaul Rohde
Aug 2, 2011·Pharmacoepidemiology and Drug Safety·Svetlana V BelitserOlaf H Klungel
Oct 22, 2011·Medical Decision Making : an International Journal of the Society for Medical Decision Making·Manuel GomesSimon G Thompson
Nov 5, 2011·Biometrics·Shaun R SeamanLeah Li
Nov 11, 2011·Statistical Methods in Medical Research·G Y Zou, Allan Donner

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Citations

Jan 13, 2018·Annual Review of Public Health·Margaret A HandleyAdithya Cattamanchi
Nov 30, 2018·American Journal of Public Health·Valarie Blue Bird JerniganCarolyn Noonan
Aug 20, 2019·Obesity Reviews : an Official Journal of the International Association for the Study of Obesity·Andrew W BrownDavid B Allison
Dec 24, 2019·Annual Review of Public Health·David M MurrayStephanie M George
Jun 27, 2020·Journal of the American Geriatrics Society·Heather G AlloreThomas G Travison
Jul 8, 2020·Statistical Methods in Medical Research·Fan LiPatrick J Heagerty
Aug 22, 2020·Statistics in Medicine·Siyun YangKingshuk R Choudhury
Nov 28, 2020·Journal of Pain and Symptom Management·Gregory P SamsaMaren K Olsen
Mar 20, 2018·Preventive Medicine·David M MurrayShakira M Nelson
Mar 23, 2021·Biometrical Journal. Biometrische Zeitschrift·Fan Li, Guangyu Tong
Apr 7, 2021·Prevention Science : the Official Journal of the Society for Prevention Research·Francis L Huang
Apr 8, 2021·Statistical Methods in Medical Research·Fan Li, Guangyu Tong
Jul 2, 2021·Journal of Clinical Epidemiology·Christina EasterKarla Hemming
Jun 15, 2021·The Journal of Pediatrics·Matthew J Gurka
Aug 10, 2021·Journal of Perinatology : Official Journal of the California Perinatal Association·Jochen ProfitJ Bryan Sexton
Sep 11, 2021·Behavior Research Methods·Francis L Huang, Xintong Li
Dec 24, 2021·Biostatistics·Laura B BalzerMaya L Petersen

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