Updating meta-analyses leads to larger type I errors than publication bias

被引:81
|
作者
Borm, George F. [1 ]
Donders, A. Rogier T. [1 ]
机构
[1] Radboud Univ Nijmegen, Med Ctr, Dept Epidemiol Biostat & HTA EBH 133, NL-6500 HB Nijmegen, Netherlands
关键词
Meta-analysis; Publication bias; Clinical trials; Type I error; Multiplicity; Sequential testing; CUMULATIVE METAANALYSIS; ITERATED LOGARITHM; TRIALS; LAW;
D O I
10.1016/j.jclinepi.2008.08.010
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Objective: To estimate the extent to which the practice of periodically updating meta-analyses causes inflation of the type I error and then to compare the estimate with the inflation caused by publication bias. We also present a simple method to adjust for the inflation associated with updating meta-analyses. Study Design and Setting: Simulations were used to estimate the error rates. Results: In general, updating meta-analyses caused 2- to 5-fold inflation of the type I error rates, which exceeded the inflation caused by publication bias. As a rule of thumb, the results of a meta-analysis are robust up to 5, 10, 15, or 22 updates, if the P-value multiplied by 4, 6, 8, or 10 remains below the desired significance level. Conclusion: Meta-analyses are likely to be updated until a clear conclusion is reached. Therefore, it is important to take the inflation of the error rate into account to interpret the results correctly. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:825 / 830
页数:6
相关论文
共 50 条
  • [1] Publication Bias in Recent Meta-Analyses
    Kicinski, Michal
    [J]. PLOS ONE, 2013, 8 (11):
  • [2] Publication bias in otorhinolaryngology meta-analyses in 2021
    Fatemeh Mohammadian
    Shahin Bastaninejad
    Shirin Irani
    [J]. Systematic Reviews, 13
  • [3] Publication Bias in Special Education Meta-Analyses
    Gage, Nicholas A.
    Cook, Bryan G.
    Reichow, Brian
    [J]. EXCEPTIONAL CHILDREN, 2017, 83 (04) : 428 - 445
  • [4] Publication bias in otorhinolaryngology meta-analyses in 2021
    Mohammadian, Fatemeh
    Bastaninejad, Shahin
    Irani, Shirin
    [J]. SYSTEMATIC REVIEWS, 2024, 13 (01)
  • [5] Publication bias and meta-analyses - A practical example
    Burdett, S
    Stewart, LA
    Tierney, JF
    [J]. INTERNATIONAL JOURNAL OF TECHNOLOGY ASSESSMENT IN HEALTH CARE, 2003, 19 (01) : 129 - 134
  • [6] Strategies for Evaluating Publication Bias in Meta-Analyses
    Hill, Christopher
    Samendinger, Stephen
    Karlinsky, April
    [J]. JOURNAL OF SPORT & EXERCISE PSYCHOLOGY, 2021, 43 : S70 - S71
  • [7] Publication bias and meta-analyses: A practical example
    [J]. Int. J. Technol. Assess. Health Care, 1 (129-134):
  • [8] Sensitivity analysis for publication bias in meta-analyses
    Mathur, Maya B.
    VanderWeele, Tyler J.
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2020, 69 (05) : 1091 - 1119
  • [9] The prevalence and effect of publication bias in orthopaedic meta-analyses
    Vavken, Patrick
    Dorotka, Ronald
    [J]. JOURNAL OF ORTHOPAEDIC SCIENCE, 2011, 16 (02) : 238 - 244
  • [10] Systematic Analysis of Publication Bias in Neurosurgery Meta-Analyses
    Phua, Qi Sheng
    Lu, Lucy
    Harding, Marguerite
    Fracs, Santosh Isaac Poonnoose
    Jukes, Fracs Alistair
    To, Fracs-Son
    [J]. NEUROSURGERY, 2022, 90 (03) : 262 - 269