Res Synth Methods April 2010 PMID 26061376

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

Michael Borenstein, Larry V Hedges, Julian P T Higgins, Hannah R Rothstein

Mentions

19
Peak: 4 in May 2020
across 4 sources since Jan 2019

Extended reach

24,642
potential audience

Total likes

50

Video views

1,662

Mentions per month

Jan 2019 – May 2025

Where it's discussed

  • X / Twitter9 posts
  • News6 articles
  • YouTube3 videos
  • Bluesky1 posts

AI synopsis

What people are saying

The overall tone indicates a recognition of the publication's relevance, exemplified by users discussing related tools like RevMan and software recommendations, or asking clarifying questions about model weighting. The moderate interest and engagement are reflected in comments like 'I think I got it' and mentions of software, suggesting curiosity and practical considerations rather than deep theoretical critique.

AgreementModerate agreement

Most discussions acknowledge the importance and relevance of the publication, with some users explicitly referencing the authors or content positively.

InterestNeutral interest

The discussions show moderate interest, some users expressing intent to explore or receive the publication rather than engaging deeply with its content.

EngagementModerate engagement

Several users mention tools, software, and basic concepts, indicating some level of engagement but limited in-depth analysis of the models themselves.

ImpactModerate impact

The impact appears moderate, as the discussions mostly serve informational or promotional purposes without widespread critical debate or application examples.

Abstract in brief

  • Fixed-effect and random-effects models are two main approaches used in meta-analysis, each based on different assumptions about the data.
  • While these models use similar formulas and can sometimes produce similar estimates, they are not interchangeable because they serve different purposes and are based on fundamentally different principles.
  • Choosing the correct model is crucial for accurate statistical estimation and meaningful interpretation, as it influences the context and goals of the analysis.]

Top posts

Most liked on X and Bluesky
Triad sou.
@triadsou · X

A basic introduction to fixed‐effect and random‐effects models for meta‐analysis. Michael Borenstein, Larry V. Hedges, Julian P. T. Higgins, Hannah R. Rothstein. Research Synthesis Methods. https://t.co/45SxwKi5Z0

May 8, 2020 · 9 likes · 4 shares · 2,216 followers View post →
Meta-Analysis
@MetaAnalysisCMA · X

Receive a copy of “A basic introduction to fixed-effect and random-effects models for meta-analysis” in your inbox! https://t.co/a4evKCOwNW Authors: Michael Borenstein, Larry V. Hedges, Julian P.T. Higgins, Hannah Rothstein #fixedeffectmodel #randomeffectsmodel #metaanalysis https://t.co/6RJKsWMTxR

Dec 9, 2020 · 1 like · 456 followers View post →
pingue7
@pingue7.bsky.social · Bluesky

Logan J, Webb J, Singh NK, Tanner N, Barrett K, Wall M, Walsh B, Ayala AP. Scoping review search practices in the social sciences: A scoping review. Res Synth Methods. 2024 Aug 12. doi: 10.1002/jrsm.1742. Epub ahead of print. PMID: 39135430.

Aug 18, 2024 · 1 like · 1 share View post →
kota matsui
@matsui_kota · X

RT @triadsou: A basic introduction to fixed‐effect and random‐effects models for meta‐analysis. Michael Borenstein, Larry V. Hedges, Julian…

May 8, 2020 · 4 shares · 7,342 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @triadsou: A basic introduction to fixed‐effect and random‐effects models for meta‐analysis. Michael Borenstein, Larry V. Hedges, Julian…

May 8, 2020 · 4 shares · 6,716 followers View post →
Chris Marshall
@drcokefloat · X

@CaAl @EvidenceRobot https://t.co/YJn501L98b In terms of software, RevMan is excellent - easy and simple to use. Would recommend checking out @SRToolbox for loads of other meta-analysis tools though!

Jan 25, 2019 · 3,364 followers View post →

All mentions

pingue7
@pingue7.bsky.social · Bluesky

Logan J, Webb J, Singh NK, Tanner N, Barrett K, Wall M, Walsh B, Ayala AP. Scoping review search practices in the social sciences: A scoping review. Res Synth Methods. 2024 Aug 12. doi: 10.1002/jrsm.1742. Epub ahead of print. PMID: 39135430.

Aug 18, 2024 · 1 like · 1 share View post →
Joseph D. Johnson
@blaqdolphin · X

@APoppick Alright, I found this. I think I got it. You basically just add the total variation to the group variation to your weights of the means, right? And when the variation for whole data is large everything has the same weight and when its small..... https://t.co/fof4fcK12h

Mar 15, 2022 · 768 followers View post →
Meta-Analysis
@MetaAnalysisCMA · X

Receive a copy of “A basic introduction to fixed-effect and random-effects models for meta-analysis” in your inbox! https://t.co/a4evKCOwNW Authors: Michael Borenstein, Larry V. Hedges, Julian P.T. Higgins, Hannah Rothstein #fixedeffectmodel #randomeffectsmodel #metaanalysis https://t.co/6RJKsWMTxR

Dec 9, 2020 · 1 like · 456 followers View post →
Ingrid Lima
@IngridStarfish · X

RT @triadsou: A basic introduction to fixed‐effect and random‐effects models for meta‐analysis. Michael Borenstein, Larry V. Hedges, Julian…

Jul 26, 2020 · 4 shares · 698 followers View post →
kota matsui
@matsui_kota · X

RT @triadsou: A basic introduction to fixed‐effect and random‐effects models for meta‐analysis. Michael Borenstein, Larry V. Hedges, Julian…

May 8, 2020 · 4 shares · 7,342 followers View post →
Eibhlin Walsh, PhD
@Eibhlin_W · X

RT @triadsou: A basic introduction to fixed‐effect and random‐effects models for meta‐analysis. Michael Borenstein, Larry V. Hedges, Julian…

May 8, 2020 · 4 shares · 923 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @triadsou: A basic introduction to fixed‐effect and random‐effects models for meta‐analysis. Michael Borenstein, Larry V. Hedges, Julian…

May 8, 2020 · 4 shares · 6,716 followers View post →
Triad sou.
@triadsou · X

A basic introduction to fixed‐effect and random‐effects models for meta‐analysis. Michael Borenstein, Larry V. Hedges, Julian P. T. Higgins, Hannah R. Rothstein. Research Synthesis Methods. https://t.co/45SxwKi5Z0

May 8, 2020 · 9 likes · 4 shares · 2,216 followers View post →
Meta-Analysis
@MetaAnalysisCMA · X

Receive a copy of “A basic introduction to fixed-effect and random-effects models for meta-analysis” in your inbox https://t.co/a4evKCOwNW Authors: Michael Borenstein, Larry V. Hedges, Julian P.T. Higgins, Hannah Rothstein #fixedeffectmodel #randomeffectsmodel #metaanalysis https://t.co/KhiwOROIic

Mar 10, 2020 · 456 followers View post →
Chris Marshall
@drcokefloat · X

@CaAl @EvidenceRobot https://t.co/YJn501L98b In terms of software, RevMan is excellent - easy and simple to use. Would recommend checking out @SRToolbox for loads of other meta-analysis tools though!

Jan 25, 2019 · 3,364 followers View post →