Abstract:
OBJECTIVES:To study the statistical power of randomized clinical trials and examine developments over time. STUDY DESIGN AND SETTING:We analyzed the statistical power in 136,212 clinical trials between 1975 and 2014 extracted from meta-analyses from the Cochrane database of systematic reviews. We determined study power to detect standardized effect sizes, where power was based on the meta-analyzed effect size. Average power, effect size, and temporal patterns were examined for all meta-analyses and a subset of significant meta-analyses. RESULTS:The number of trials with power ≥80% was low (7%) but increased over time: from 5% in 1975-1979 to 9% in 2010-2014. In significant meta-analyses, the proportion of trials with sufficient power increased from 9% to 15% in these years (median power increased from 16% to 23%). This increase was mainly due to increasing sample sizes, while effect sizes remained stable with a median Cohen's h of 0.09 (interquartile range 0.04-0.22) and a median Cohen's d of 0.20 (0.11-0.40). CONCLUSION:This study demonstrates that sufficient power in clinical trials is still problematic, although the situation is slowly improving. Our data encourage further efforts to increase statistical power in clinical trials to guarantee rigorous and reproducible evidence-based medicine.
journal_name
J Clin Epidemioljournal_title
Journal of clinical epidemiologyauthors
Lamberink HJ,Otte WM,Sinke MRT,Lakens D,Glasziou PP,Tijdink JK,Vinkers CHdoi
10.1016/j.jclinepi.2018.06.014subject
Has Abstractpub_date
2018-10-01 00:00:00pages
123-128eissn
0895-4356issn
1878-5921pii
S0895-4356(18)30140-9journal_volume
102pub_type
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journal_title:Journal of clinical epidemiology
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journal_title:Journal of clinical epidemiology
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journal_title:Journal of clinical epidemiology
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更新日期:1995-04-01 00:00:00
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journal_title:Journal of clinical epidemiology
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更新日期:2004-12-01 00:00:00
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journal_title:Journal of clinical epidemiology
pub_type: 杂志文章
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更新日期:2006-05-01 00:00:00
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pub_type: 杂志文章,多中心研究
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更新日期:2007-12-01 00:00:00
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journal_title:Journal of clinical epidemiology
pub_type: 杂志文章
doi:10.1016/j.jclinepi.2006.01.005
更新日期:2006-12-01 00:00:00
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pub_type: 杂志文章
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pub_type: 杂志文章,评审
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更新日期:2009-01-01 00:00:00
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journal_title:Journal of clinical epidemiology
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更新日期:2010-09-01 00:00:00
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更新日期:2013-06-01 00:00:00
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pub_type: 杂志文章,多中心研究
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journal_title:Journal of clinical epidemiology
pub_type: 杂志文章
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更新日期:2006-08-01 00:00:00
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journal_title:Journal of clinical epidemiology
pub_type: 杂志文章
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