GetReal in network meta-analysis: a review of the methodology

被引:275
作者
Efthimiou, Orestis [1 ]
Debray, Thomas P. A. [2 ,3 ]
van Valkenhoef, Gert [4 ]
Trelle, Sven [5 ,6 ]
Panayidou, Klea [5 ]
Moons, Karel G. M. [2 ,3 ]
Reitsma, Johannes B. [2 ,3 ]
Shang, Aijing [7 ]
Salanti, Georgia [1 ,8 ]
机构
[1] Univ Ioannina, Dept Hyg & Epidemiol, Sch Med, Ioannina, Greece
[2] Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[3] Univ Med Ctr Utrecht, Dutch Cochrane Ctr, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[4] Univ Groningen, Univ Med Ctr Groningen, Dept Epidemiol, Groningen, Netherlands
[5] Univ Bern, Inst Social & Prevent Med, Bern, Switzerland
[6] Univ Bern, Dept Clin Res, CTU Bern, Bern, Switzerland
[7] F Hoffmann La Roche & Cie AG, Basel, Switzerland
[8] Univ Bern, Berner Inst Hausarztmed BIHAM, Bern, Switzerland
关键词
mixed-treatment comparison; multiple-treatment meta-analysis; indirect treatment comparison; comparing multiple interventions; MIXED TREATMENT COMPARISONS; ISPOR TASK-FORCE; MULTIPLE-TREATMENTS; MULTIVARIATE METAANALYSIS; COMPETING INTERVENTIONS; SYSTEMATIC REVIEWS; MODELING FRAMEWORK; EMPIRICAL-EVIDENCE; EXTENDED-RELEASE; META-REGRESSION;
D O I
10.1002/jrsm.1195
中图分类号
Q [生物科学];
学科分类号
090105 [作物生产系统与生态工程];
摘要
Pairwise meta-analysis is an established statistical tool for synthesizing evidence from multiple trials, but it is informative only about the relative efficacy of two specific interventions. The usefulness of pairwise meta-analysis is thus limited in real-life medical practice, where many competing interventions may be available for a certain condition and studies informing some of the pairwise comparisons may be lacking. This commonly encountered scenario has led to the development of network meta-analysis (NMA). In the last decade, several applications, methodological developments, and empirical studies in NMA have been published, and the area is thriving as its relevance to public health is increasingly recognized. This article presents a review of the relevant literature on NMA methodology aiming to pinpoint the developments that have appeared in the field. Copyright (C) 2016 John Wiley & Sons, Ltd.
引用
收藏
页码:236 / 263
页数:28
相关论文
共 196 条
[1]
Extending methods for investigating the relationship between treatment effect and baseline risk from pairwise meta-analysis to network meta-analysis [J].
Achana, Felix A. ;
Cooper, Nicola J. ;
Dias, Sofia ;
Lu, Guobing ;
Rice, Stephen J. C. ;
Kendrick, Denise ;
Sutton, Alex J. .
STATISTICS IN MEDICINE, 2013, 32 (05) :752-771
[2]
Evidence Synthesis for Decision Making 7: A Reviewer's Checklist [J].
Ades, A. E. ;
Caldwell, Deborah M. ;
Reken, Stefanie ;
Welton, Nicky J. ;
Sutton, Alex J. ;
Dias, Sofia .
MEDICAL DECISION MAKING, 2013, 33 (05) :679-691
[3]
Network Meta-Analysis with Competing Risk Outcomes [J].
Ades, A. E. ;
Mavranezouli, Ifigeneia ;
Dias, Sofia ;
Welton, Nicky J. ;
Whittington, Craig ;
Kendall, Tim .
VALUE IN HEALTH, 2010, 13 (08) :976-983
[6]
The use of individual patient-level data (IPD) to quantify the impact of pretreatment predictors of response to treatment in chronic hepatitis B patients [J].
Ali, Shehzad ;
Mealing, Stuart ;
Hawkins, Neil ;
Lescrauwaet, Benedicte ;
Bjork, Stefan ;
Mantovani, Lorenzo ;
Lampertico, Pietro .
BMJ OPEN, 2013, 3 (01)
[7]
[Anonymous], 1992, Meta-Analysis by the Confidence Profile Method: The Statistical Synthesis of Evidence
[8]
[Anonymous], 2018, User's Guid. Ref. Man, P1
[9]
[Anonymous], 2011, SAS SYSTEM WINDOWS R
[10]
[Anonymous], AHRQ PUBLICATION