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Meta-analyzing dependent correlations: An SPSS macro and an R script
Cheung,Shu Fai1,3; Chan,Darius K.S.2
2014-06
Source PublicationBehavior Research Methods
ISSN1554351X
Volume46Issue:2Pages:331-345
Abstract

The presence of dependent correlation is a common problem in meta-analysis. Cheung and Chan (2004, 2008) have shown that samplewise-adjusted procedures perform better than the more commonly adopted simple within-sample mean procedures. However, samplewise-adjusted procedures have rarely been applied in meta-analytic reviews, probably due to the lack of suitable ready-to-use programs. In this article, we compare the samplewise-adjusted procedures with existing procedures to handle dependent effect sizes, and present the samplewise-adjusted procedures in a way that will make them more accessible to researchers conducting meta-analysis. We also introduce two tools, an SPSS macro and an R script, that researchers can apply to their meta-analyses; these tools are compatible with existing meta-analysis software packages. 

KeywordDependent Effect Sizes Meta-analysis
DOI10.3758/s13428-013-0386-2
URLView the original
Indexed BySSCI
Language英語English
WOS Research AreaPsychology
WOS SubjectPsychology, Mathematical ; Psychology, Experimental
WOS IDWOS:000340226200002
PublisherSPRINGER, 233 SPRING ST, NEW YORK, NY 10013 USA
Scopus ID2-s2.0-84901365831
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionDEPARTMENT OF PSYCHOLOGY
Corresponding AuthorCheung,Shu Fai
Affiliation1.Department of PsychologyUniversity of Macau,Macao
2.Department of PsychologyChinese University of Hong Kong,China
3.Department of PsychologyUniversity of Macau,Macao
First Author AffilicationUniversity of Macau
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Cheung,Shu Fai,Chan,Darius K.S.. Meta-analyzing dependent correlations: An SPSS macro and an R script[J]. Behavior Research Methods, 2014, 46(2), 331-345.
APA Cheung,Shu Fai., & Chan,Darius K.S. (2014). Meta-analyzing dependent correlations: An SPSS macro and an R script. Behavior Research Methods, 46(2), 331-345.
MLA Cheung,Shu Fai,et al."Meta-analyzing dependent correlations: An SPSS macro and an R script".Behavior Research Methods 46.2(2014):331-345.
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