sample size;
cluster randomized;
survival;
time to event;
correlated;
PROPORTIONAL-HAZARDS REGRESSION;
SURVIVAL-DATA;
COEFFICIENT;
IMPROVEMENT;
PREVENTION;
FORMULA;
DISEASE;
DESIGN;
MODEL;
CARE;
D O I:
10.1002/sim.5548
中图分类号:
Q [生物科学];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
In cluster-randomized trials, groups of individuals (clusters) are randomized to the treatments or interventions to be compared. In many of those trials, the primary objective is to compare the time for an event to occur between randomized groups, and the shared frailty model well fits clustered time-to-event data. Members of the same cluster tend to be more similar than members of different clusters, causing correlations. As correlations affect the power of a trial to detect intervention effects, the clustered design has to be considered in planning the sample size. In this publication, we derive a sample size formula for clustered time-to-event data with constant marginal baseline hazards and correlation within clusters induced by a shared frailty term. The sample size formula is easy to apply and can be interpreted as an extension of the widely used Schoenfeld's formula, accounting for the clustered design of the trial. Simulations confirm the validity of the formula and its use also for non-constant marginal baseline hazards. Findings are illustrated on a cluster-randomized trial investigating methods of disseminating quality improvement to addiction treatment centers in the USA. Copyright (c) 2012 John Wiley & Sons, Ltd.
机构:
Univ London London Sch Hyg & Trop Med, MRC, Trop Epidemiol Grp, London WC1E 7HT, EnglandUniv London London Sch Hyg & Trop Med, MRC, Trop Epidemiol Grp, London WC1E 7HT, England
Hayes, RJ
Bennett, S
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Univ London London Sch Hyg & Trop Med, MRC, Trop Epidemiol Grp, London WC1E 7HT, EnglandUniv London London Sch Hyg & Trop Med, MRC, Trop Epidemiol Grp, London WC1E 7HT, England
机构:
UCL, Comprehens Clin Trials Unit, 90 High Holborn 2nd Floor, London WC1V 6LJ, EnglandUCL, Comprehens Clin Trials Unit, 90 High Holborn 2nd Floor, London WC1V 6LJ, England
Dehbi, Hakim-Moulay
Embleton-Thirsk, Andrew
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UCL, Comprehens Clin Trials Unit, 90 High Holborn 2nd Floor, London WC1V 6LJ, EnglandUCL, Comprehens Clin Trials Unit, 90 High Holborn 2nd Floor, London WC1V 6LJ, England
Embleton-Thirsk, Andrew
McCaw, Zachary Ryan
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机构:
Insitro, South San Francisco, CA USAUCL, Comprehens Clin Trials Unit, 90 High Holborn 2nd Floor, London WC1V 6LJ, England
机构:
Univ Massachusetts, Div Biostat & Epidemiol, Amherst, MA 01003 USAUniv Massachusetts, Div Biostat & Epidemiol, Amherst, MA 01003 USA
Reich, Nicholas G.
Myers, Jessica A.
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Brigham & Womens Hosp, Div Pharmacoepidemiol & Pharmacoecon, Boston, MA 02115 USAUniv Massachusetts, Div Biostat & Epidemiol, Amherst, MA 01003 USA
Myers, Jessica A.
Obeng, Daniel
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Johns Hopkins Bloomberg Sch Publ Hlth, Dept Biostat, Baltimore, MD USAUniv Massachusetts, Div Biostat & Epidemiol, Amherst, MA 01003 USA
Obeng, Daniel
Milstone, Aaron M.
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Johns Hopkins Univ, Sch Med, Dept Pediat, Div Pediat Infect Dis, Baltimore, MD 21205 USAUniv Massachusetts, Div Biostat & Epidemiol, Amherst, MA 01003 USA
Milstone, Aaron M.
Perl, Trish M.
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Johns Hopkins Univ, Sch Med, Div Infect Dis, Dept Med, Baltimore, MD 21205 USAUniv Massachusetts, Div Biostat & Epidemiol, Amherst, MA 01003 USA
机构:
Univ Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USAUniv Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USA
Blanco, Natalia
Harris, Anthony D.
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Univ Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USAUniv Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USA
Harris, Anthony D.
Magder, Laurence S.
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Univ Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USAUniv Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USA
Magder, Laurence S.
Jernigan, John A.
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Ctr Dis Control & Prevent, Div Healthcare Qual Promot, Atlanta, GA USAUniv Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USA
Jernigan, John A.
Reddy, Sujan C.
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Ctr Dis Control & Prevent, Div Healthcare Qual Promot, Atlanta, GA USAUniv Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USA
Reddy, Sujan C.
O'Hagan, Justin
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Ctr Dis Control & Prevent, Div Healthcare Qual Promot, Atlanta, GA USAUniv Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USA
O'Hagan, Justin
Hatfield, Kelly M.
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Ctr Dis Control & Prevent, Div Healthcare Qual Promot, Atlanta, GA USAUniv Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USA
Hatfield, Kelly M.
Pineles, Lisa
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Univ Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USAUniv Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USA
Pineles, Lisa
Perencevich, Eli
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机构:
Univ Iowa, Dept Internal Med, Carver Coll Med, Iowa City, IA 52242 USAUniv Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USA
Perencevich, Eli
O'Hara, Lyndsay M.
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Univ Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USAUniv Maryland, Dept Epidemiol & Publ Hlth, Sch Med, 10 S Pine St, Baltimore, MD 21201 USA