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Most published meta-regression analyses based on aggregate data suffer from methodological pitfalls: a meta-epidemiological study
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Most published meta-regression analyses based on aggregate data suffer from methodological pitfalls: a meta-epidemiological study (2021)Most published meta-regression analyses b…Cochrane Handbook for Systematic Reviews of Interventions (2019)Cochrane Handbook for Systema…Meta-analytical methods to identify who benefits most from treatments: daft, deluded, or deft approach? (2017)Meta-analytical methods to id…Meta-analysis using individual participant data: one-stage and two-stage approaches, and why they may differ (2016)Meta-analysis using individua…Systematic reviews and meta-analyses of randomized trials: principles and pitfalls (2014)Systematic reviews and meta-a…Inconsistency between direct and indirect comparisons of competing interventions: meta-epidemiological study (2011)Inconsistency between direct …Methodological problems in the use of indirect comparisons for evaluating healthcare interventions: survey of published systematic reviews (2009)Methodological problems in th…Undue reliance on I 2 in assessing heterogeneity may mislead (2008)Undue reliance on I 2 in asse…Cochrane Handbook for Systematic Reviews of Interventions (2008)Cochrane Handbook for Systema…Meta-regression detected associations between heterogeneous treatment effects and study-level, but not patient-level, factors (2004)Meta-regression detected asso…Individual patient‐ versus group‐level data meta‐regressions for the investigation of treatment effect modifiers: ecological bias rears its ugly head (2002)Individual patient‐ versus gr…How should meta‐regression analyses be undertaken and interpreted? (2002)How should meta‐regression an…A comparison of summary patient-level covariates in meta-regression with individual patient data meta-analysis (2002)A comparison of summary patie…An empirical study of the effect of the control rate as a predictor of treatment efficacy in meta-analysis of clinical trials (1998)An empirical study of the eff…Investigating underlying risk as a source of heterogeneity in meta-analysis (1997)Investigating underlying risk…Meta-analysis and Meta-regression for Uncertain Areas and the Estimation of Possible Benefit of Future Therapies (2025)Meta-analysis and Meta-regres…The influence of intervention fidelity on treatment effect estimates in clinical trials of complex interventions: a metaepidemiological study (2024)The influence of intervention…Identification of application and interpretation errors that can occur in pairwise meta-analyses in systematic reviews of interventions: a systematic review (2024)Identification of application…Universal Digital Programs for Promoting Mental and Relational Health for Parents of Young Children: A Systematic Review and Meta‐Analysis (2023)Universal Digital Programs fo…A Primer on Systematic Review and Meta-analysis in Diabetes Research (2023)A Primer on Systematic Review…A 7-Step Guideline for Qualitative Synthesis and Meta-Analysis of Observational Studies in Health Sciences (2023)A 7-Step Guideline for Qualit…Using the bayesmeta R package for Bayesian random-effects meta-regression (2022)Using the bayesmeta R package…New horizons in evidence-based care for older people: individual participant data meta-analysis (2022)New horizons in evidence-base…Empirical evidence of bias. 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References

  • 2008Cochrane Handbook for Systematic Reviews of Interventions25,045 cited
  • 2019Cochrane Handbook for Systematic Reviews of Interventions14,763 cited
  • 2002How should meta‐regression analyses be undertaken and interpreted?3,021 cited
  • 2008Undue reliance on I 2 in assessing heterogeneity may mislead1,286 cited
  • 2016Meta-analysis using individual participant data: one-stage and two-stage approaches, and why they may differ537 cited
  • 2002Individual patient‐ versus group‐level data meta‐regressions for the investigation of treatment effect modifiers: ecological bias rears its ugly head469 cited
  • 2009Methodological problems in the use of indirect comparisons for evaluating healthcare interventions: survey of published systematic reviews395 cited
  • 2002A comparison of summary patient-level covariates in meta-regression with individual patient data meta-analysis394 cited
  • 2014Systematic reviews and meta-analyses of randomized trials: principles and pitfalls247 cited
  • 2004Meta-regression detected associations between heterogeneous treatment effects and study-level, but not patient-level, factors245 cited
  • 1997Investigating underlying risk as a source of heterogeneity in meta-analysis227 cited
  • 2017Meta-analytical methods to identify who benefits most from treatments: daft, deluded, or deft approach?219 cited
  • 1998An empirical study of the effect of the control rate as a predictor of treatment efficacy in meta-analysis of clinical trials

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217 cited
  • 2011Inconsistency between direct and indirect comparisons of competing interventions: meta-epidemiological study200 cited
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    • 2022Using the bayesmeta R package for Bayesian random-effects meta-regression58 cited
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    • 2023Universal Digital Programs for Promoting Mental and Relational Health for Parents of Young Children: A Systematic Review and Meta‐Analysis45 cited
    • 2024The influence of intervention fidelity on treatment effect estimates in clinical trials of complex interventions: a metaepidemiological study36 cited
    • 2023A Primer on Systematic Review and Meta-analysis in Diabetes Research19 cited
    • 2024Identification of application and interpretation errors that can occur in pairwise meta-analyses in systematic reviews of interventions: a systematic review16 cited
    • 2022New horizons in evidence-based care for older people: individual participant data meta-analysis16 cited
    • 2025Meta-analysis and Meta-regression for Uncertain Areas and the Estimation of Possible Benefit of Future Therapies11 cited