Residential College | false |
Status | 已發表Published |
Meta-analyzing dependent correlations: An SPSS macro and an R script | |
Cheung,Shu Fai1,3; Chan,Darius K.S.2 | |
2014-06 | |
Source Publication | Behavior Research Methods |
ISSN | 1554351X |
Volume | 46Issue: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. |
Keyword | Dependent Effect Sizes Meta-analysis |
DOI | 10.3758/s13428-013-0386-2 |
URL | View the original |
Indexed By | SSCI |
Language | 英語English |
WOS Research Area | Psychology |
WOS Subject | Psychology, Mathematical ; Psychology, Experimental |
WOS ID | WOS:000340226200002 |
Publisher | SPRINGER, 233 SPRING ST, NEW YORK, NY 10013 USA |
Scopus ID | 2-s2.0-84901365831 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF PSYCHOLOGY |
Corresponding Author | Cheung,Shu Fai |
Affiliation | 1.Department of PsychologyUniversity of Macau,Macao 2.Department of PsychologyChinese University of Hong Kong,China 3.Department of PsychologyUniversity of Macau,Macao |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University 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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