Assessing key assumptions of network meta-analysis: a review of methods (Q38520487)

3 September 2017

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title

Assessing key assumptions of network meta-analysis: a review of methods (English)

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3 September 2017

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3

Umberto D'Alessandro

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3 September 2017

2

Paula Williamson

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3 September 2017

4

Catrin Tudur Smith

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3 September 2017

Sarah Donegan

1

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3 September 2017

1 August 2013

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Research Synthesis Methods

3 September 2017

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3 September 2017

4

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3 September 2017

4

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3 September 2017

291-323

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Use of indirect comparison methods in systematic reviews: a survey of Cochrane review authors.

3 September 2017

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Extending methods for investigating the relationship between treatment effect and baseline risk from pairwise meta-analysis to network meta-analysis

21 January 2018

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Network meta-analysis with competing risk outcomes

21 January 2018

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Orphan comparisons and indirect meta-analysis: a case study on antidepressant efficacy in dysthymia comparing tricyclic antidepressants, selective serotonin reuptake inhibitors, and monoamine oxidase inhibitors by using general linear models.

21 January 2018

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The results of direct and indirect treatment comparisons in meta-analysis of randomized controlled trials

21 January 2018

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Simultaneous comparison of multiple treatments: combining direct and indirect evidence.

21 January 2018

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Mixed treatment comparison analysis provides internally coherent treatment effect estimates based on overviews of reviews and can reveal inconsistency

21 January 2018

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Selecting the best scale for measuring treatment effect in a network meta-analysis: a case study in childhood nocturnal enuresis.

21 January 2018

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Using network meta-analysis to evaluate the existence of small-study effects in a network of interventions.

21 January 2018

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Meta-analysis of multi-arm trials using empirical logistic transform

21 January 2018

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Graphical exploration of network meta-analysis data: the use of multidimensional scaling

21 January 2018

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What is a multiple treatments meta-analysis?

21 January 2018

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Validity of indirect comparisons in meta-analysis.

21 January 2018

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Addressing between-study heterogeneity and inconsistency in mixed treatment comparisons: Application to stroke prevention treatments in individuals with non-rheumatic atrial fibrillation.

21 January 2018

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How valuable are multiple treatment comparison methods in evidence-based health-care evaluation?

21 January 2018

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Frequency of treatment-effect modification affecting indirect comparisons: a systematic review

21 January 2018

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Mixed treatment comparison of repeated measurements of a continuous endpoint: an example using topical treatments for primary open-angle glaucoma and ocular hypertension

21 January 2018

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Network meta-analysis models to account for variability in treatment definitions: application to dose effects

21 January 2018

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Investigating incoherence gives insight: clopidogrel is equivalent to extended-release dipyridamole plus aspirin in secondary stroke prevention

21 January 2018

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Evidence synthesis for decision making 2: a generalized linear modeling framework for pairwise and network meta-analysis of randomized controlled trials

21 January 2018

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Study designs to detect sponsorship and other biases in systematic reviews

21 January 2018

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Checking consistency in mixed treatment comparison meta-analysis

21 January 2018

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Bayesian indirect and mixed treatment comparisons across longitudinal time points

21 January 2018

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Combining individual patient data and aggregate data in mixed treatment comparison meta-analysis: Individual patient data may be beneficial if only for a subset of trials

21 January 2018

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Assessing the consistency assumption by exploring treatment by covariate interactions in mixed treatment comparison meta-analysis: individual patient-level covariates versus aggregate trial-level covariates

21 January 2018

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Indirect comparisons: a review of reporting and methodological quality

21 January 2018

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Indirect comparison: relative risk fallacies and odds solution

21 January 2018

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Network meta-analysis: importance of appropriate trial selection.

21 January 2018

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Indirect comparisons of treatments based on systematic reviews of randomised controlled trials

21 January 2018

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Accounting for correlation in network meta-analysis with multi-arm trials

21 January 2018

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Direct versus indirect comparisons: a summary of the evidence

21 January 2018

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Indirect comparisons of competing interventions

21 January 2018

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Controlling ecological bias in evidence synthesis of trials reporting on collapsed and overlapping covariate categories

21 January 2018

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Incorporating direct and indirect evidence using bayesian methods: an applied case study in ovarian cancer.

21 January 2018

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No study left behind: a network meta-analysis in non-small-cell lung cancer demonstrating the importance of considering all relevant data

21 January 2018

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Borrowing strength from external trials in a meta-analysis.

21 January 2018

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Consistency and inconsistency in network meta-analysis: concepts and models for multi-arm studies

21 January 2018

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Conducting indirect-treatment-comparison and network-meta-analysis studies: report of the ISPOR Task Force on Indirect Treatment Comparisons Good Research Practices: part 2.

21 January 2018

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Integration of evidence from multiple meta-analyses: a primer on umbrella reviews, treatment networks and multiple treatments meta-analyses

21 January 2018

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Indirect comparisons: the mesh and mess of clinical trials.

21 January 2018

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Meta-regression models to address heterogeneity and inconsistency in network meta-analysis of survival outcomes

21 January 2018

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Network meta-analysis of survival data with fractional polynomials

21 January 2018

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Network meta-analysis of individual and aggregate level data

21 January 2018

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Bayesian meta-analysis of multiple treatment comparisons: an introduction to mixed treatment comparisons

21 January 2018

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Interpreting indirect treatment comparisons and network meta-analysis for health-care decision making: report of the ISPOR Task Force on Indirect Treatment Comparisons Good Research Practices: part 1.

21 January 2018

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Directed acyclic graphs can help understand bias in indirect and mixed treatment comparisons

21 January 2018

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Statistical approaches for conducting network meta-analysis in drug development.

21 January 2018

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Network meta-analysis-highly attractive but more methodological research is needed

21 January 2018

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Combination of direct and indirect evidence in mixed treatment comparisons

21 January 2018

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Modeling between-trial variance structure in mixed treatment comparisons

21 January 2018

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Meta-analysis of mixed treatment comparisons at multiple follow-up times.

21 January 2018

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Linear inference for mixed treatment comparison meta-analysis: A two-stage approach.

21 January 2018

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Consistency between direct and indirect trial evidence: is direct evidence always more reliable?

21 January 2018

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Using indirect comparisons in pharmacoeconomic studies--time for implementation

21 January 2018

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A fully Bayesian application of the Copas selection model for publication bias extended to network meta-analysis

21 January 2018

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Multiple treatment comparison meta-analyses: a step forward into complexity.

21 January 2018

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Estimating the power of indirect comparisons: a simulation study

21 January 2018

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How to use an article reporting a multiple treatment comparison meta-analysis.

21 January 2018

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Rank reversal in indirect comparisons

21 January 2018

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Incorporating multiple interventions in meta-analysis: an evaluation of the mixed treatment comparison with the adjusted indirect comparison

21 January 2018

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The use of two-way linear mixed models in multitreatment meta-analysis

21 January 2018

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Graphical methods and numerical summaries for presenting results from multiple-treatment meta-analysis: an overview and tutorial

21 January 2018

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Evaluation of networks of randomized trials

21 January 2018

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A case study of multiple-treatments meta-analysis demonstrates that covariates should be considered

21 January 2018

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Mixed treatment comparisons using aggregate and individual participant level data

21 January 2018

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The network meta-analytic-predictive approach to non-inferiority trials

21 January 2018

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Comparative effectiveness research using matching-adjusted indirect comparison: an application to treatment with guanfacine extended release or atomoxetine in children with attention-deficit/hyperactivity disorder and comorbid oppositional defiant d

21 January 2018

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Validity of indirect comparison for estimating efficacy of competing interventions: empirical evidence from published meta-analyses

21 January 2018

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Simulation evaluation of statistical properties of methods for indirect and mixed treatment comparisons

21 January 2018

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Indirect comparison in evaluating relative efficacy illustrated by antimicrobial prophylaxis in colorectal surgery

21 January 2018

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Adjusted indirect comparison may be less biased than direct comparison for evaluating new pharmaceutical interventions

21 January 2018

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Methodological problems in the use of indirect comparisons for evaluating healthcare interventions: survey of published systematic reviews

21 January 2018

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Inconsistency between direct and indirect comparisons of competing interventions: meta-epidemiological study

21 January 2018

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Evaluating the impact of imputations for missing participant outcome data in a network meta-analysis

21 January 2018

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Unsolved issues of mixed treatment comparison meta-analysis: network size and inconsistency

21 January 2018

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Use of indirect and mixed treatment comparisons for technology assessment

21 January 2018

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A head-to-head comparison of four artemisinin-based combinations for treating uncomplicated malaria in African children: a randomized trial

21 January 2018

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Sample size and power considerations in network meta-analysis

21 January 2018

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Modelling heterogeneity variances in multiple treatment comparison meta-analysis--are informative priors the better solution?

21 January 2018

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Impact of reporting bias in network meta-analysis of antidepressant placebo-controlled trials

21 January 2018

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Adjustment for reporting bias in network meta-analysis of antidepressant trials

21 January 2018

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Multiple treatment comparisons in epilepsy monotherapy trials

21 January 2018

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Multicriteria benefit-risk assessment using network meta-analysis

21 January 2018

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Comparison of meta-analytic results of indirect, direct, and combined comparisons of drugs for chronic insomnia in adults: a case study

21 January 2018

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Mixed treatment comparison meta-analysis of complex interventions: psychological interventions in coronary heart disease

21 January 2018

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Mixed treatment comparison with multiple outcomes reported inconsistently across trials: evaluation of antivirals for treatment of influenza A and B.

21 January 2018

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Consistency and inconsistency in network meta-analysis: model estimation using multivariate meta-regression

21 January 2018

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Network meta-analysis on the log-hazard scale, combining count and hazard ratio statistics accounting for multi-arm trials: a tutorial

21 January 2018

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21 January 2018

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Indirect and mixed-treatment comparison, network, or multiple-treatments meta-analysis: many names, many benefits, many concerns for the next generation evidence synthesis tool

21 January 2018

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Research Synthesis Methods special issue on network meta-analysis: introduction from the editors

21 January 2018

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Using mixed treatment comparisons and meta-regression to perform indirect comparisons to estimate the efficacy of biologic treatments in rheumatoid arthritis

21 January 2018

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21 January 2018

Identifiers

DOI

10.1002/JRSM.1085

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3 September 2017

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PubMed ID

26053945