Fixed-effect versus random-effect model in meta-analysis: How to decide?

Interpretation of meta-analysis requires an appropriate understanding of its statistical methods. Data synthesis methods are the basis of the meta-analytic process, and a thorough knowledge of the models used is essential. The two most widely used methods for data synthesis are the 'fixed-effect method' and the 'random-effect method'. The latter is commonly used when a 'significant heterogeneity' exists. This narrative review explains fixed- and random-effect models, the two most commonly used data synthesis models.

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Publication Details

Journal
Indian Journal of Anaesthesia
Published
2025-01-01
DOI
https://doi.org/10.4103/ija.ija_1203_24
Citations
13
Primary Topic
Meta-analysis and systematic reviews
Type
article
Field-Weighted Citation Impact
18.18
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article

Fixed-effect versus random-effect model in meta-analysis: How to decide?

Souvik Maitra
13 citations
Indian Journal of Anaesthesia
Meta-analysis and systematic reviews
18.18
article

Fixed-effect versus random-effect model in meta-analysis: How to decide?

Souvik Maitra
article en
13 citations

Abstract

Interpretation of meta-analysis requires an appropriate understanding of its statistical methods. Data synthesis methods are the basis of the meta-analytic process, and a thorough knowledge of the models used is essential. The two most widely used methods for data synthesis are the 'fixed-effect method' and the 'random-effect method'. The latter is commonly used when a 'significant heterogeneity' exists. This narrative review explains fixed- and random-effect models, the two most commonly used data synthesis models.

Indian Journal of AnaesthesiaVol. 69(1)
All India Institute of Medical Sciences (IN)
Openalex Percentile: Top 1%
Meta-analysis and systematic reviews
18.18
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