Assessing heterogeneity in meta-analysis: Q statistic or I2 index?

Keywords

Meta-analysis, Statistics, Complement (music), Statistic, Monte Carlo method

References

• Small sample performance of tests of homogeneity of odds ratios in K 2 x 2 tables.Boris Gelmont, Z. N. Sokolova, V. Khalfin — 1992
• THE PROBLEM OF TOBACCO ADDICTION: META-ANALYSIS OF BEHAVIOURAL TREATMENTS IN SPAINAna Isabel Rosa Alcázar, José Olivares Rodríguez, Julio Sánchez‐Meca — 1999
• On the χ 2 Test of Goodness of FitKarl Pearson — 1922
• EFFECTIVENESS OF COGNITIVE-BEHAVIOURAL TREATMENT IN SOCIAL PHOBIA: A META-ANALYTIC REVIEWFrancisco Javier Méndez Carrillo, Pedro J. Moreno Gil, Julio Sánchez‐Meca — 2001
• Systematic Reviews in Health CareM. Egger, G. Smith, D. Altman — 2001
• Advances in psychology and law : international contributionsEuropean Conference of Psychology and Law <4th :1994 :Barcelona, Spain>, Redondo, Santiago, European Conference of Psychology and Law < 1994, Barcelona, Spain> — 1997
• Meta-analysis in social researchG. Glass, B. Mcgaw, M. Smith — 1981
• Meta-analytic procedures for social researchAndrew Metcalfe, R. Rosenthal — 1984
• Methods for Meta-Analysis in Medical ResearchAlex J. Sutton — 2000
• Homogeneity tests in meta-analysis: a Monte Carlo comparison of statistical power and Type I errorJulio Sánchez‐Meca, Fulgencio Marín‐Martínez — 1997
• An empirical study of the Hedges (1982) homogeneity testMichael R. Harwell — 1997
• Fixed- and random-effects models in meta-analysis.Larry V. Hedges, Jack L. Vevea — 1998
• Combining Information: Statistical Issues and Opportunities for ResearchCidambi Srinivasan — 1993
• Weighting by Inverse Variance or by Sample Size in Meta-Analysis: A Simulation StudyJulio Sánchez‐Meca, Fulgencio Marín‐Martínez — 1998
• The Problems in Using Fixed-Effects Models of Meta-Analysis on Real-World DataAndy P. Field — 2003
• On the meaning and use of kurtosis.Lawrence T. DeCarlo — 1997
• Statistical Methods for Meta-AnalysisStanley Wasserman, Larry V. Hedges, Ingram Olkin — 1987
• The influence of treatment programmes on the recidivism of juvenile and adult offenders: An european meta-analytic reviewSantiago Redondo, Julio Sánchez‐Meca, Vicente Garrido — 1999
• Monte Carlo Comparisons of Three Tests for Homogeneity of Independent CorrelationsJohn M. Cornwell — 1993
• DETECTING MODERATORS WITH META‐ANALYSIS: AN EVALUATION AND COMPARISON OF TECHNIQUESAbraham Sagie, Meni Koslowsky — 1993

Cited by

• Essays in Telecommunications Policy and ManagementMiguel Godinho de Matos — 2013
• The Relationship Between Culture and Counterproductive Workplace Behaviors: A Meta-AnalysisO. Anita Taylor — 2012
• Interpretation of tests of heterogeneity and bias in meta-analysis.John P. A. Ioannidis — 2008
• GWAMA: software for genome-wide association meta-analysisСамигова Хушнуда Ботировна — 2010
• Alcohol and depression.卓郎 庄司, 義之 江川 — 2011
• Strong Association of 677 C>T Substitution in the MTHFR Gene with Male Infertility - A Study on an Indian Population and a Meta-AnalysisR.R. Hobbins, P.E. MacDonald, D.E. Owen — 2011
• Work-related respiratory symptoms and lung function among solderers in the electronics industry: a meta-analysisRegina Garcimartín Montero — 2012
• The role of peripheral inflammatory markers in dementia and Alzheimer's disease: a meta-analysis.Alain K. Koyama, John T. O’Brien, Jennifer Weuve — 2013
• Influenza vaccine effectiveness estimates in Europe in a season with three influenza type/subtypes circulating: the I-MOVE multicentre case-control study, influenza season 2012/13.А. Б. Шадымов, К. И. Воронкин, А. В. Пивоваров — 2014
• Genome-wide meta-analysis reveals common splice site acceptor variant in CHRNA4 associated with nicotine dependence和久 谷口, 基一朗 児玉, 浩 尾谷 — 2015
• Cell-Based Therapies for Lumbar Discogenic Low Back Pain: Systematic Review and Single-Arm Meta-analysisGabriella Harrison, Charlotte Elmér — 2018
• Recurrent laryngeal nerve injury following reoperative anterior cervical discectomy and fusion: a meta-analysis.John T. Harrison — 2016
• Alzheimers’ disease and caregiving: a meta-analytic review comparing the mental health of primary carers to controlsC. F. Mosquera, Juan Luis Ladaga, Eduardo Sancho — 2018
• Heterogeneity in Cochrane and non-Cochrane meta-analyses in orthodontics.Jocelyn L. Leney — 2018
• Short-Term Memory, Inhibition, and Attention in Developmental Stuttering: A Meta-Analysis.Mel Bonis — 2018
• Clinical Effectiveness of Telemedicine in Diabetes Mellitus: A Meta-Analysis of 42 Randomized Controlled TrialsHuidi Tchero, P. Kangambega, Christine Briatte — 2019
• Whether and How to Use State Tests to Measure Student Achievement in a Multi-State Randomized Experiment: An Empirical Assessment Based on Four Recent Evaluations. NCEE 2012-4015.Marie‐Andrée Somers, Pei Zhu, Edmond Wong — 2011
• Impacts of Title I Supplemental Educational Services on Student Achievement. Executive Summary. NCEE 2012-4054.John Deke, Lisa Dragoset, Karen Bogen — 2012
• CA 125, PET alone, PET-CT, CT and MRI in diagnosing recurrent ovarian carcinoma: a systematic review and meta-analysis.Ping Gu, Lingling Pan, Shuqi Wu — 2009
• Meta-analysis of social-personality psychological researchBlair T. Johnson, Alice H. Eagly — 2014

Related papers

• Possibility Measure of Accepting Statistical HypothesisJung-Lin Hung, Cheng‐Che Chen, Chun-Mei Lai — 2020
• Directing Power Towards Sub-AlternativesNick Koning — 2019
• Significance testing for variational assimilationJulia C. Muccino, Norma F. Hubele, Andrew F. Bennett — 2004
• OPTIMAL TESTS OF SIGNIFICANCEJohn Robinson — 1979
• Explorations in statistics: hypothesis tests and P values.Douglas Curran‐Everett — 2009
• Factors Determining the Power of a Statistical Test for the Difference between Means and ProportionsHabib Ahmed Elsayir — 2018