Bootstrap Confidence Intervals for the Mean Correlation Corrected for Case IV Range Restriction: A More Adequate Procedure for Meta-Analysis
Publication in refereed journal

香港中文大學研究人員

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其它資訊
摘要In this study, we proposed to use the nonparametric bootstrap procedure to construct the confidence interval for the mean correlation r corrected for Case IV range restriction in meta-analysis (i.e., (r(c4)) over bar; Hunter, Schmidt, & Le, 2006). A comprehensive Monte Carlo study was conducted to evaluate the accuracy of the parametric confidence interval and 3 nonparametric bootstrap confidence intervals for (r(c4)) over bar. Of the 4 intervals, our results showed that the bootstrap bias-corrected and accelerated percentile interval (BCaI) yielded the most accurate results across different data situations. In addition, the mean-corrected correlation (r(c4)) over bar was found to be more accurate than the uncorrected estimate. Implications of the mean-corrected correlation (r(c4)) over bar and BCaI in organizational studies are also discussed.
著者Li JCH, Cui Y, Chan W
期刊名稱Journal of Applied Psychology
出版年份2013
月份1
日期1
卷號98
期次1
出版社AMER PSYCHOLOGICAL ASSOC
頁次183 - 193
國際標準期刊號0021-9010
電子國際標準期刊號1939-1854
語言英式英語
關鍵詞bootstrap procedure; Case IV range restriction; confidence intervals; correlation; meta-analysis
Web of Science 學科類別Business & Economics; Management; MANAGEMENT; Psychology; Psychology, Applied; PSYCHOLOGY, APPLIED

上次更新時間 2020-20-10 於 01:15