Cargando…

Validating the Assumptions of Population Adjustment: Application of Multilevel Network Meta-regression to a Network of Treatments for Plaque Psoriasis

BACKGROUND: Network meta-analysis (NMA) and indirect comparisons combine aggregate data (AgD) from multiple studies on treatments of interest but may give biased estimates if study populations differ. Population adjustment methods such as multilevel network meta-regression (ML-NMR) aim to reduce bia...

Descripción completa

Detalles Bibliográficos
Autores principales:	Phillippo, David M., Dias, Sofia, Ades, A. E., Belger, Mark, Brnabic, Alan, Saure, Daniel, Schymura, Yves, Welton, Nicky J.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	SAGE Publications 2022
Materias:	Original Research Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9742635/ https://www.ncbi.nlm.nih.gov/pubmed/35997006 http://dx.doi.org/10.1177/0272989X221117162

Ejemplares similares

Multilevel network meta‐regression for population‐adjusted treatment comparisons
por: Phillippo, David M., et al.
Publicado: (2020)

Assessing the consistency assumptions underlying network meta‐regression using aggregate data
por: Donegan, Sarah, et al.
Publicado: (2018)

Equivalence of entropy balancing and the method of moments for matching‐adjusted indirect comparison
por: Phillippo, David M., et al.
Publicado: (2020)

Assessing the performance of population adjustment methods for anchored indirect comparisons: A simulation study
por: Phillippo, David M., et al.
Publicado: (2020)

Target estimands for efficient decision making: Response to comments on “Assessing the performance of population adjustment methods for anchored indirect comparisons: A simulation study”
por: Phillippo, David M., et al.
Publicado: (2021)

Sensitivity of treatment recommendations to bias in network meta‐analysis
por: Phillippo, David M., et al.
Publicado: (2017)

Methods for Population-Adjusted Indirect Comparisons in Health Technology Appraisal
por: Phillippo, David M., et al.
Publicado: (2017)

Evidence Synthesis for Decision Making 3: Heterogeneity—Subgroups, Meta-Regression, Bias, and Bias-Adjustment
por: Dias, Sofia, et al.
Publicado: (2013)

External validity of rct evidence in cost-effectiveness analyses. A review of recent technology appraisals for nice and proposed methods of adjustment
por: Mantopoulos, Theodoros, et al.
Publicado: (2015)

Graphs of study contributions and covariate distributions for network meta‐regression
por: Donegan, Sarah, et al.
Publicado: (2018)

Automated generation of node‐splitting models for assessment of inconsistency in network meta‐analysis
por: van Valkenhoef, Gert, et al.
Publicado: (2015)

Evidence Synthesis for Decision Making 2: A Generalized Linear Modeling Framework for Pairwise and Network Meta-analysis of Randomized Controlled Trials
por: Dias, Sofia, et al.
Publicado: (2013)

Evidence Synthesis for Decision Making 4: Inconsistency in Networks of Evidence Based on Randomized Controlled Trials
por: Dias, Sofia, et al.
Publicado: (2013)

A threshold analysis assessed the credibility of conclusions from network meta-analysis
por: Caldwell, Deborah M., et al.
Publicado: (2016)

Short-Term Efficacy of Biologic Therapies in Moderate-to-Severe Plaque Psoriasis: A Systematic Literature Review and an Enhanced Multinomial Network Meta-Analysis
por: Fahrbach, Kyle, et al.
Publicado: (2021)

Rapid Response of Biologic Treatments of Moderate-to-Severe Plaque Psoriasis: A Comprehensive Investigation Using Bayesian and Frequentist Network Meta-analyses
por: Warren, Richard B., et al.
Publicado: (2019)

Extending Treatment Networks in Health Technology Assessment: How Far Should We Go?
por: Caldwell, Deborah M., et al.
Publicado: (2015)

Joining the Dots: Linking Disconnected Networks of Evidence Using Dose-Response Model-Based Network Meta-Analysis
por: Pedder, Hugo, et al.
Publicado: (2021)

Evidence Synthesis for Decision Making 5: The Baseline Natural History Model
por: Dias, Sofia, et al.
Publicado: (2013)

Evidence Synthesis for Decision Making 6: Embedding Evidence Synthesis in Probabilistic Cost-effectiveness Analysis
por: Dias, Sofia, et al.
Publicado: (2013)

Evidence Synthesis for Decision Making 1: Introduction
por: Dias, Sofia, et al.
Publicado: (2013)

Heterogeneity of Inflammatory and Cytokine Networks in Chronic Plaque Psoriasis
por: Swindell, William R., et al.
Publicado: (2012)

Exploring Treatment by Covariate Interactions Using Subgroup Analysis and Meta-Regression in Cochrane Reviews: A Review of Recent Practice
por: Donegan, Sarah, et al.
Publicado: (2015)

Modelling time‐course relationships with multiple treatments: Model‐based network meta‐analysis for continuous summary outcomes
por: Pedder, Hugo, et al.
Publicado: (2019)

Cost per cumulative clinical benefit of biologic therapies for patients with plaque psoriasis: a systematic review
por: Blauvelt, Andrew, et al.
Publicado: (2021)

Homoscedasticity: an overlooked critical assumption for linear regression
por: Yang, Kun, et al.
Publicado: (2019)

Network meta‐analysis including treatment by covariate interactions: Consistency can vary across covariate values
por: Donegan, Sarah, et al.
Publicado: (2017)

Evidence Synthesis for Decision Making 7: A Reviewer’s Checklist
por: Ades, A. E., et al.
Publicado: (2013)

A method for assessing robustness of the results of a star-shaped network meta-analysis under the unidentifiable consistency assumption
por: Yoon, Jeong-Hwa, et al.
Publicado: (2021)

Multilevel Strip Pooling-Based Convolutional Neural Network for the Classification of Carotid Plaque Echogenicity
por: Ma, Wei, et al.
Publicado: (2021)

Improving the Estimation of Subgroup Effects for Clinical Trial Participants with Multimorbidity by Incorporating Drug Class-Level Information in Bayesian Hierarchical Models: A Simulation Study
por: Hannigan, Laurie J., et al.
Publicado: (2021)

Comparative clinical effectiveness and safety of tobacco cessation pharmacotherapies and electronic cigarettes: a systematic review and network meta‐analysis of randomized controlled trials
por: Thomas, Kyla H., et al.
Publicado: (2021)

Labour induction with prostaglandins: a systematic review and network meta-analysis
por: Alfirevic, Zarko, et al.
Publicado: (2015)

Guselkumab for plaque psoriasis
Publicado: (2019)

Bimekizumab for plaque psoriasis
Publicado: (2022)

Enhanced secondary analysis of survival data: reconstructing the data from published Kaplan-Meier survival curves
por: Guyot, Patricia, et al.
Publicado: (2012)

On the underlying assumptions of threshold Boolean networks as a model for genetic regulatory network behavior
por: Tran, Van, et al.
Publicado: (2013)

Multiplex and multilevel networks
por: Battiston, Stefano, et al.
Publicado: (2018)

Using individual participant data to improve network meta-analysis projects
por: Riley, Richard D, et al.
Publicado: (2023)

Misconceptions on the use of MR-Egger regression and the evaluation of the InSIDE assumption
por: Bowden, Jack
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_5f30bunfor89beqnu2o13njrm6