Exploring heterogeneity

JPT Higgins, T Li - … Reviews in Health Research: MetaAnalysis …, 2022 - Wiley Online Library
… underlying question, plans should be made when writing the meta- analysis protocol for a
careful investigation of potential sources of heterogeneity (see Chapter 2). When faced with …

Exploring heterogeneity in meta-analysis: subgroup analysis. Part 1

LM Spineli, N Pandis - American Journal of Orthodontics and Dentofacial …, 2020 - ajodo.org
… -analysis. Investigating heterogeneity is an important step in providing a more accurate …
The observed between-study heterogeneity in a meta-analysis can be the result of differences in …

Heterogeneity in meta-analysis: a comprehensive overview

D Stogiannis, F Siannis, E Androulakis - The International Journal of …, 2024 - degruyter.com
… to appropriately investigate the various sources of heterogeneity [10]. … heterogeneity and
random-effects analysis. We also discuss the heterogeneity problem in the field of meta analysis

Comparison of four heterogeneity measures for metaanalysis

L Lin - Journal of evaluation in clinical practice, 2020 - Wiley Online Library
… In this article, heterogeneity in meta-analyses of clinical … statistical method to detect
heterogeneity in meta-analyses is the Q … conducted simulations to investigate the statistical powers …

Applicable or non-applicable: investigations of clinical heterogeneity in systematic reviews

LE Chess, JJ Gagnier - BMC Medical Research Methodology, 2016 - Springer
… as covariates to investigate as potentially clinically heterogeneous. Addressing aspects
of clinical heterogeneity was not different between Cochrane and non-Cochrane reviews. …

Exploring the major sources and extent of heterogeneity in a genome‐wide association metaanalysis

YF Pei, Q Tian, L Zhang, HW Deng - Annals of human genetics, 2016 - Wiley Online Library
investigatedinvestigated the extent and distribution of heterogeneity in the genome-wide
scale. We then studied the effects of these factors on heterogeneity by meta-regression analysis

Meta-analysis, complexity, and heterogeneity: a qualitative interview study of researchers' methodological values and practices

T Lorenc, L Felix, M Petticrew, GJ Melendez-Torres… - Systematic …, 2016 - Springer
… The aim of this paper is to investigate researchers’ … review and meta-analysis on complexity
and heterogeneity and … practice of systematic review and meta-analysis of complex data, …

Assessing heterogeneity in random-effects meta-analysis

D Langan - Meta-research: methods and protocols, 2022 - Springer
… in a meta-analysis. In this chapter, we introduce other statistics commonly reported in
meta-analysis that have relevance to heterogeneity … in investigating the causes of heterogeneity (…

Assessing and exploring heterogeneity

S Schulzke - … and practice of systematic reviews and meta-analysis, 2021 - Springer
Investigating the sources of heterogeneity in meta-analysis is by nature exploratory, and …
of heterogeneity may provide critical insight into the results and interpretation of a meta-analysis

Alternative measures of between‐study heterogeneity in metaanalysis: reducing the impact of outlying studies

L Lin, H Chu, JS Hodges - Biometrics, 2017 - Wiley Online Library
heterogeneity and the conclusions of a meta-analysis. However, no widely accepted guidelines
exist for handling outliers. This article proposes several new heterogeneity … to investigate