Consistency and inconsistency in network meta-analysis: concepts and models for multi-arm studies
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Summary
It is proposed that the notion of design-by-treatment interaction provides a useful general framework for investigating inconsistency and successfully addresses complications that arise from the presence of multi-arm trials in an evidence network, and introduces novel graphical methods for depicting networks of evidence.
- Type
- article
- Published
- 2012-06-01
- Cited by
- 1,861
- References
- 24
- Access
- Open access
- OpenAlex
- https://openalex.org/W2085803274
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:22115
Keywords
Computer science, Consistency (knowledge bases), Meta-analysis, Set (abstract data type), Econometrics
References
- Multivariate Random-effects Meta-regression: Updates to Mvmeta
- Simultaneous comparison of multiple treatments: combining direct and indirect evidence
- Assessing Evidence Inconsistency in Mixed Treatment Comparisons
- Meta-analysis of Multitreatment Studies
- Consistency and inconsistency in network meta-analysis: model estimation using multivariate meta-regression
- Epidemiology and reporting of randomised trials published in PubMed journals.
- A case study of multiple-treatments meta-analysis demonstrates that covariates should be considered.
- Inconsistency between direct and indirect comparisons of competing interventions: meta-epidemiological study
- Direct versus indirect comparisons: A summary of the evidence
- Borrowing strength from external trials in a meta-analysis.
- Evaluation of networks of randomized trials
- Combination of direct and indirect evidence in mixed treatment comparisons
- Integration of evidence from multiple meta-analyses: a primer on umbrella reviews, treatment networks and multiple treatments meta-analyses
- Network meta‐analysis for indirect treatment comparisons
- Checking consistency in mixed treatment comparison meta‐analysis
- Commentary: Heterogeneity in meta-analysis should be expected and appropriately quantified.
- Addressing between‐study heterogeneity and inconsistency in mixed treatment comparisons: Application to stroke prevention treatments in individuals with non‐rheumatic atrial fibrillation
- Incorporating multiple interventions in meta-analysis: an evaluation of the mixed treatment comparison with the adjusted indirect comparison
- Modeling between-trial variance structure in mixed treatment comparisons.
- Stochastically dependent effect sizes.
Cited by
- Safety and effectiveness of long-acting versus intermediate-acting insulin for patients with type 1 diabetes: protocol for a systematic review and individual patient data network meta-analysis
- Comparative Efficacy of Bisphosphonates to Prevent Fracture in Men with Osteoporosis: A Systematic Review with Network Meta-Analyses
- Comparative efficacy and safety of tofacitinib, with or without methotrexate, in patients with active rheumatoid arthritis: a Bayesian network meta-analysis of randomized controlled trials
- Network Meta-Analysis and Cost-Effectiveness Analysis of New Generation Antidepressants
- Methods to decrease blood loss during liver resection: a network meta-analysis.
- Visualizing inconsistency in network meta-analysis by independent path decomposition
- First-line treatment of advanced epidermal growth factor receptor (EGFR) mutation positive non-squamous non-small cell lung cancer.
- Hierarchical Bayesian methods for multiple outcomes in mixed treatment comparisons
- A design-by-treatment interaction model for network meta-analysis with random inconsistency effects
- Combining randomized and non‐randomized evidence in clinical research: a review of methods and applications
- Cochrane Handbook for Systematic Reviews of Interventions
- The PRISMA Extension Statement for Reporting of Systematic Reviews Incorporating Network Meta-analyses of Health Care Interventions: Checklist and Explanations
- Conceptos fundamentales de las revisiones sistemáticas/metaanálisis
- Effects of three injectable antidiabetic agents on glycaemic control, weight change and drop-out in type 2 diabetes suboptimally controlled with metformin and/or a sulfonylurea: A network meta-analysis.
- Bayesian Hierarchical Methods for Network Meta-Analysis
- Systemic treatments for metastatic cutaneous melanoma.
- Interventions for necrotising pancreatitis.
- Pharmacological intervention for irritability, aggression, and self-injury in Autism Spectrum Disorders (ASD)
- Comparative safety and effectiveness of long-acting inhaled agents for treating chronic obstructive pulmonary disease: a systematic review and network meta-analysis
- Automated generation of node‐splitting models for assessment of inconsistency in network meta‐analysis
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