Cargando…

Statistical approaches to identify subgroups in meta-analysis of individual participant data: a simulation study

BACKGROUND: Individual participant data meta-analysis (IPD-MA) is considered the gold standard for investigating subgroup effects. Frequently used regression-based approaches to detect subgroups in IPD-MA are: meta-regression, per-subgroup meta-analysis (PS-MA), meta-analysis of interaction terms (M...

Descripción completa

Detalles Bibliográficos
Autores principales:	Belias, Michail, Rovers, Maroeska M., Reitsma, Johannes B., Debray, Thomas P. A., IntHout, Joanna
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6720416/ https://www.ncbi.nlm.nih.gov/pubmed/31477023 http://dx.doi.org/10.1186/s12874-019-0817-6

Ejemplares similares

Predicting personalised absolute treatment effects in individual participant data meta‐analysis: An introduction to splines
por: Belias, Michail, et al.
Publicado: (2022)

Guidance from key organisations on exploring, confirming and interpreting subgroup effects of medical treatments: a scoping review
por: Wijn, Stan R W, et al.
Publicado: (2019)

A tutorial on individualized treatment effect prediction from randomized trials with a binary endpoint
por: Hoogland, Jeroen, et al.
Publicado: (2021)

Meta-Analyses of Animal Studies: An Introduction of a Valuable Instrument to Further Improve Healthcare
por: Hooijmans, Carlijn R., et al.
Publicado: (2014)

Plea for routinely presenting prediction intervals in meta-analysis
por: IntHout, Joanna, et al.
Publicado: (2016)

Individual Participant Data (IPD) Meta-analyses of Diagnostic and Prognostic Modeling Studies: Guidance on Their Use
por: Debray, Thomas P. A., et al.
Publicado: (2015)

The Hartung-Knapp-Sidik-Jonkman method for random effects meta-analysis is straightforward and considerably outperforms the standard DerSimonian-Laird method
por: IntHout, Joanna, et al.
Publicado: (2014)

Individual participant data meta‐analysis to examine interactions between treatment effect and participant‐level covariates: Statistical recommendations for conduct and planning
por: Riley, Richard D., et al.
Publicado: (2020)

Peer review comments on drug trials submitted to medical journals differ depending on sponsorship, results and acceptance: a retrospective cohort study
por: van Lent, Marlies, et al.
Publicado: (2015)

Individual participant data meta-analyses compared with meta-analyses based on aggregate data
por: Smith, Catrin Tudur, et al.
Publicado: (2011)

Prognosis and prediction of antibiotic benefit in adults with clinically diagnosed acute rhinosinusitis: an individual participant data meta-analysis
por: Hoogland, Jeroen, et al.
Publicado: (2023)

A Network Meta-Analysis of Clinical Management Strategies for Treatment-Resistant Hypertension: Making Optimal Use of the Evidence
por: Makai, Peter, et al.
Publicado: (2017)

Individual Participant Data (IPD) Meta-analyses of Randomised Controlled Trials: Guidance on Their Use
por: Tierney, Jayne F., et al.
Publicado: (2015)

Get real in individual participant data (IPD) meta‐analysis: a review of the methodology
por: Debray, Thomas P. A., et al.
Publicado: (2015)

Risk factors for pelvic organ prolapse and its recurrence: a systematic review
por: Vergeldt, Tineke F. M., et al.
Publicado: (2015)

Impact of a nutritional supplement (Impryl) on male fertility: study protocol of a multicentre, randomised, double-blind, placebo-controlled clinical trial (SUppleMent Male fERtility, SUMMER trial)
por: Smits, Roos, et al.
Publicado: (2020)

The Impact of the Extent of Surgery on the Long-Term Outcomes of Patients with Low-Risk Differentiated Non-Medullary Thyroid Cancer: A Systematic Meta-Analysis
por: Bojoga, Andreea, et al.
Publicado: (2020)

Subgroup effects despite homogeneous heterogeneity test results
por: Groenwold, Rolf HH, et al.
Publicado: (2010)

Uptake of systematic reviews and meta-analyses based on individual participant data in clinical practice guidelines: descriptive study
por: Vale, Claire L, et al.
Publicado: (2015)

A tutorial on dynamic risk prediction of a binary outcome based on a longitudinal biomarker
por: Dandis, Rana, et al.
Publicado: (2019)

Measuring impact of systematic reviews using individual participant data: evidence from clinical guidelines
por: Vale, Claire, et al.
Publicado: (2013)

Intracerebral microdialysis of adenosine and adenosine monophosphate – a systematic review and meta‐regression analysis of baseline concentrations
por: van der Mierden, Stevie, et al.
Publicado: (2018)

Identifying adults with acute rhinosinusitis in primary care that benefit most from antibiotics: protocol of an individual patient data meta-analysis using multivariable risk prediction modelling
por: Venekamp, Roderick P, et al.
Publicado: (2021)

Subjective outcomes 12 years after transvaginal mesh versus native tissue repair in women with recurrent pelvic organ prolapse; a randomized controlled trial
por: Kluivers, Kirsten B., et al.
Publicado: (2023)

Long-term outcome of vaginal mesh or native tissue in recurrent prolapse: a randomized controlled trial
por: Milani, Alfredo L., et al.
Publicado: (2017)

A systematic review of individual patient data meta-analyses on surgical interventions
por: Hannink, Gerjon, et al.
Publicado: (2013)

Tissue Engineering in Animal Models for Urinary Diversion: A Systematic Review
por: Sloff, Marije, et al.
Publicado: (2014)

The effect of progestin therapy in advanced and recurrent endometrial cancer: A systematic review and meta‐analysis
por: van Weelden, Willem Jan, et al.
Publicado: (2022)

Improved cartilage regeneration by implantation of acellular biomaterials after bone marrow stimulation: a systematic review and meta-analysis of animal studies
por: Pot, Michiel W., et al.
Publicado: (2016)

Contraceptives and cancer risks in BRCA1/2 pathogenic variant carriers: a systematic review and meta-analysis
por: van Bommel, Majke H D, et al.
Publicado: (2022)

Augmented cartilage regeneration by implantation of cellular versus acellular implants after bone marrow stimulation: a systematic review and meta-analysis of animal studies
por: Pot, Michiel W., et al.
Publicado: (2017)

Multimodal Balance Training Supported by Rhythmical Auditory Stimuli in Parkinson’s Disease: A Randomized Clinical Trial
por: Capato, Tamine T.C., et al.
Publicado: (2020)

Developing and validating risk prediction models in an individual participant data meta-analysis
por: Ahmed, Ikhlaaq, et al.
Publicado: (2014)

Sacrospinous hysteropexy versus vaginal hysterectomy with uterosacral ligament suspension in women with uterine prolapse stage 2 or higher: observational follow-up of a multicentre randomised trial
por: Schulten, Sascha F M, et al.
Publicado: (2019)

Multimodal Balance Training Supported by Rhythmic Auditory Stimuli in Parkinson Disease: Effects in Freezers and Nonfreezers
por: Capato, Tamine T C, et al.
Publicado: (2020)

The relative risk of noncervical high‐risk human papillomavirus‐related (pre)malignancies after recurrent cervical intraepithelial neoplasia grade 3: A population‐based study
por: Loopik, Diede L., et al.
Publicado: (2019)

Identifying Safety Subgroups at Risk: Assessing the Agreement Between Statistical Alerting and Patient Subgroup Risk
por: Mahaux, Olivia, et al.
Publicado: (2023)

Individual participant data meta-analyses should not ignore clustering
por: Abo-Zaid, Ghada, et al.
Publicado: (2013)

Development of a diagnostic model to identify patients at high risk for cerebellopontine angle lesions
por: Hentschel, Mayke, et al.
Publicado: (2021)

Assessment of heterogeneity in an individual participant data meta‐analysis of prediction models: An overview and illustration
por: Steyerberg, Ewout W., et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_ktct0uuc9dmvsmm42845j7egpk