Literature DB >> 34550585

Performing Meta-analyses with Very Few Studies.

Anke Schulz1, Christoph Schürmann2, Guido Skipka2, Ralf Bender2.   

Abstract

This chapter contains a methodological framework for choosing a model for the meta-analysis of very few studies and selecting an estimation method for the chosen model by means of study characteristics and by comparing results yielded by different approaches. When the results are inconclusive between different estimation methods, it might be the best solution to refrain from a quantitative meta-analysis but to summarize the study results by means of a qualitative evidence synthesis.
© 2022. Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Confidence interval; Evidence synthesis; Fixed-effect model; Meta-analysis; Prediction interval; Random-effects model; Very few studies

Mesh:

Year:  2022        PMID: 34550585     DOI: 10.1007/978-1-0716-1566-9_5

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  19 in total

1.  A simple confidence interval for meta-analysis.

Authors:  Kurex Sidik; Jeffrey N Jonkman
Journal:  Stat Med       Date:  2002-11-15       Impact factor: 2.373

2.  Improved tests for a random effects meta-regression with a single covariate.

Authors:  Guido Knapp; Joachim Hartung
Journal:  Stat Med       Date:  2003-09-15       Impact factor: 2.373

3.  Statistical aspects of the analysis of data from retrospective studies of disease.

Authors:  N MANTEL; W HAENSZEL
Journal:  J Natl Cancer Inst       Date:  1959-04       Impact factor: 13.506

4.  Estimation of between-trial variance in sequential meta-analyses: a simulation study.

Authors:  Putri W Novianti; Kit C B Roes; Ingeborg van der Tweel
Journal:  Contemp Clin Trials       Date:  2013-12-07       Impact factor: 2.226

5.  Meta-analysis of individual patient data from randomized trials: a review of methods used in practice.

Authors:  Mark C Simmonds; Julian P T Higgins; Lesley A Stewart; Jayne F Tierney; Mike J Clarke; Simon G Thompson
Journal:  Clin Trials       Date:  2005       Impact factor: 2.486

6.  A comparison of methods for meta-analysis of a small number of studies with binary outcomes.

Authors:  Tim Mathes; Oliver Kuss
Journal:  Res Synth Methods       Date:  2018-04-26       Impact factor: 5.273

7.  A basic introduction to fixed-effect and random-effects models for meta-analysis.

Authors:  Michael Borenstein; Larry V Hedges; Julian P T Higgins; Hannah R Rothstein
Journal:  Res Synth Methods       Date:  2010-11-21       Impact factor: 5.273

8.  The Hartung-Knapp modification for random-effects meta-analysis: A useful refinement but are there any residual concerns?

Authors:  Dan Jackson; Martin Law; Gerta Rücker; Guido Schwarzer
Journal:  Stat Med       Date:  2017-07-26       Impact factor: 2.373

9.  Methods for evidence synthesis in the case of very few studies.

Authors:  Ralf Bender; Tim Friede; Armin Koch; Oliver Kuss; Peter Schlattmann; Guido Schwarzer; Guido Skipka
Journal:  Res Synth Methods       Date:  2018-04-06       Impact factor: 5.273

10.  Methods to estimate the between-study variance and its uncertainty in meta-analysis.

Authors:  Areti Angeliki Veroniki; Dan Jackson; Wolfgang Viechtbauer; Ralf Bender; Jack Bowden; Guido Knapp; Oliver Kuss; Julian P T Higgins; Dean Langan; Georgia Salanti
Journal:  Res Synth Methods       Date:  2015-09-02       Impact factor: 5.273

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  2 in total

Review 1.  Dietary Factors Associated with Asthma Development: A Narrative Review and Summary of Current Guidelines and Recommendations.

Authors:  Preyanit Takkinsatian; Dara Mairiang; Sasipa Sangkanjanavanich; Chirawat Chiewchalermsri; Athiwat Tripipitsiriwat; Mongkhon Sompornrattanaphan
Journal:  J Asthma Allergy       Date:  2022-08-24

2.  The Potential Role of Previous Physical Exercise Program to Reduce Seizure Susceptibility: A Systematic Review and Meta-Analysis of Animal Studies.

Authors:  Ricardo Mario Arida; Adrielle Andrade Passos; Alexandre Lebedev Graciani; João Angelo Ferres Brogin; Mayara de Almeida Lima Ribeiro; Jean Faber; Robson Campos Gutierre; Lavinia Teixeira-Machado
Journal:  Front Neurol       Date:  2021-12-10       Impact factor: 4.003

  2 in total

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