Dependent effect sizes in meta-analysis: Incorporating the degree of interdependence

Cheung SF; Chan DKS

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Dependent effect sizes in meta-analysis: Incorporating the degree of interdependence

机译：荟萃分析中的依存效应大小：纳入相互依存度

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In the present article, a commonly used meta-analytic procedure for handling dependent effect sizes from a single sample was examined, and 2 revised procedures that estimate and incorporate the degree of interdependence were proposed. The authors' simulation results reveal that the commonly used procedure that averages the effect sizes from a single sample (denoted as the samplewise procedure) underestimates the degree of heterogeneity. The proposed variations are less biased than the samplewise procedure in estimating the degree of heterogeneity in most of the situations that we examined. Future directions to further improve the procedures for handling dependent effect sizes from a single sample are discussed.

机译：在本文中，研究了一种用于处理来自单个样品的依赖效应大小的常用荟萃分析程序，并提出了2个修订程序来估计和合并相互依赖性的程度。作者的仿真结果表明，常用的对单个样本的效应大小进行平均的过程（称为逐样本过程）低估了异质性的程度。在我们研究的大多数情况下，在估计异质性程度方面，拟议的变体要比样本程序少一些偏差。讨论了进一步改善从单个样本处理依赖效应量的程序的未来方向。

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《Journal of Applied Psychology》 |2004年第5期|共12页
作者
Cheung SF; Chan DKS;
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正文语种 eng
中图分类应用心理学;
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PLANNED BEHAVIOR; REASONED ACTION; PAST RESEARCH; MODELS;

机译：计划的行为;合理的行动;过去的研究;模型;

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机译：荟萃分析中的依存效应大小：纳入相互依存度
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Dependent effect sizes in meta-analysis: Incorporating the degree of interdependence

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