我们纠正得对吗?

Are We Correcting Correctly?

ORGANIZATIONAL RESEARCH METHODS · 2015
被引 15
人大 A-ABS 4

中文导读

研究了元分析中预测变量与结果变量信度估计之间的相关性,发现两者显著相关,这会影响对总体相关性的校正,对元分析实践有重要启示。

Abstract

The formulae for attenuation correction in meta-analysis treat reliabilities as if they were independent of each other. The current study puts this assumption of independence to the test by empirically examining the correlation among predictor and criterion reliability estimates across studies. Interdependence of reliabilities would result in either overestimation or underestimation of population correlations depending on the direction of the relationship between the reliabilities. We conducted two studies to examine the extent to which predictor and criterion reliabilities correlate across studies. Study 1 is based on 628 pairs of reliability estimates from 518 studies published in the Academy of Management Journal and the Journal of Applied Psychology between 2004 and 2011, while Study 2 is based on 564 pairs of reliability estimates from 347 studies included in a meta-analysis on perceived organizational support (POS) and some of its antecedents and outcomes. The findings in both studies show substantial correlations between predictor and criterion reliability coefficients across studies. Our article discusses important implications from these findings for future research and for the future conduct of meta-analyses.

元分析信度心理学管理学