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The N-Pact Factor: Evaluating the Quality of Empirical Journals with Respect to Sample Size and Statistical Power

机译:N-Pact因素:就样本量和统计功效而言,评估经验期刊的质量

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摘要

The authors evaluate the quality of research reported in major journals in social-personality psychology by ranking those journals with respect to their N-pact Factors (NF)—the statistical power of the empirical studies they publish to detect typical effect sizes. Power is a particularly important attribute for evaluating research quality because, relative to studies that have low power, studies that have high power are more likely to (a) to provide accurate estimates of effects, (b) to produce literatures with low false positive rates, and (c) to lead to replicable findings. The authors show that the average sample size in social-personality research is 104 and that the power to detect the typical effect size in the field is approximately 50%. Moreover, they show that there is considerable variation among journals in sample sizes and power of the studies they publish, with some journals consistently publishing higher power studies than others. The authors hope that these rankings will be of use to authors who are choosing where to submit their best work, provide hiring and promotion committees with a superior way of quantifying journal quality, and encourage competition among journals to improve their NF rankings.
机译:作者通过对这些期刊的N-Pact Factors(NF-n-Pact Factors)(NF因子)进行排名,从而评估了主要期刊在社会人格心理学方面的研究质量。功效是评估研究质量的特别重要的属性,因为与低功效的研究相比,高功效的研究更有可能(a)提供准确的效应估计值,(b)产生假阳性率低的文献,以及(c)导致可复制的发现。作者表明,社会人格研究的平均样本量为104,而在该领域检测典型效应量的能力约为50%。而且,他们表明,期刊之间在样本大小和发表的研究能力方面存在很大差异,有些期刊持续发表更高的研究能力。作者希望这些排名将对选择最佳作品提交位置,为招聘和晋升委员会提供量化期刊质量的绝佳方法,并鼓励期刊之间竞争以提高其NF排名的作者有用。

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