Sample size in cluster-randomized trials with time to event as the primary endpoint

被引:16
|
作者
Jahn-Eimermacher, Antje [1 ]
Ingel, Katharina [1 ]
Schneider, Astrid [1 ]
机构
[1] Johannes Gutenberg Univ Mainz, IMBEI, Med Ctr, D-55131 Mainz, Germany
关键词
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.
引用
收藏
页码:739 / 751
页数:13
相关论文
共 50 条
  • [1] Sample size calculation for cluster randomization trials with a time-to-event endpoint
    Li, Jianghao
    Jung, Sin-Ho
    [J]. STATISTICS IN MEDICINE, 2020, 39 (25) : 3608 - 3623
  • [2] Simple sample size calculation for cluster-randomized trials
    Hayes, RJ
    Bennett, S
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 1999, 28 (02) : 319 - 326
  • [3] Sample size and robust marginal methods for cluster-randomized trials with censored event times
    Zhong, Yujie
    Cook, Richard J.
    [J]. STATISTICS IN MEDICINE, 2015, 34 (06) : 901 - 923
  • [4] Sample size calculation for randomized selection trials with a time-to-event endpoint and a margin of practical equivalence
    Dehbi, Hakim-Moulay
    Embleton-Thirsk, Andrew
    McCaw, Zachary Ryan
    [J]. STATISTICS IN MEDICINE, 2022, 41 (20) : 4022 - 4033
  • [5] Group sequential testing for cluster randomized trials with time-to-event endpoint
    Li, Jianghao
    Jung, Sin-Ho
    [J]. BIOMETRICS, 2022, 78 (04) : 1353 - 1364
  • [6] Empirical Power and Sample Size Calculations for Cluster-Randomized and Cluster-Randomized Crossover Studies
    Reich, Nicholas G.
    Myers, Jessica A.
    Obeng, Daniel
    Milstone, Aaron M.
    Perl, Trish M.
    [J]. PLOS ONE, 2012, 7 (04):
  • [7] Sample Size Estimates for Cluster-Randomized Trials in Hospital Infection Control and Antimicrobial Stewardship
    Blanco, Natalia
    Harris, Anthony D.
    Magder, Laurence S.
    Jernigan, John A.
    Reddy, Sujan C.
    O'Hagan, Justin
    Hatfield, Kelly M.
    Pineles, Lisa
    Perencevich, Eli
    O'Hara, Lyndsay M.
    [J]. JAMA NETWORK OPEN, 2019, 2 (10) : E1912644
  • [8] Cluster-randomized trials
    Fayers, PM
    Jordhoy, MS
    Kaasa, S
    [J]. PALLIATIVE MEDICINE, 2002, 16 (01) : 69 - 70
  • [9] Power and Sample Size Determination for Multilevel Mediation in Three-Level Cluster-Randomized Trials
    Kelcey, Ben
    Xie, Yanli
    Spybrook, Jessaca
    Dong, Nianbo
    [J]. MULTIVARIATE BEHAVIORAL RESEARCH, 2021, 56 (03) : 496 - 513
  • [10] Sample Size Requirements to Test Subgroup-Specific Treatment Effects in Cluster-Randomized Trials
    Wang, Xueqi
    Goldfeld, Keith S.
    Taljaard, Monica
    Li, Fan
    [J]. PREVENTION SCIENCE, 2023, 25 (Suppl 3) : 356 - 370