校正d效应量在范围限制和不可靠性下的影响

Correcting the Effect Size of d for Range Restriction and Unreliability

ORGANIZATIONAL RESEARCH METHODS · 2001
被引 85
人大 A-ABS 4

中文导读

推导了标准化均值差(d)在范围限制和不可靠性下的校正公式,帮助组织研究与实践提高估计精度和决策质量。

Abstract

Pearson product moment correlations are often corrected for statistical artifacts such as range restriction and unreliability. Formulas have long existed to make such corrections. However, other effect size estimates are rarely corrected for these artifacts, in spite of the fact that there is an established mathematical link between the correlation and some effect size estimates. Correlations and other effect sizes are therefore vulnerable to the same artifacts. The authors take a common effect size estimate, the standardized mean difference between two groups, and derive (and reaffirm in one instance) correction formulas suitable for use with this statistic. It is demonstrated how these formulas might substantially increase the precision of estimates and decisions made within organizational research and practice, whenever correction factors can be appropriately estimated.

统计学效应量组织研究研究方法