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A longitudinal meta-analysis of range restriction estimates and general mental ability validity coefficients: Better addressing overcorrection amid decline effects.
Journal of Applied Psychology ( IF 9.4 ) Pub Date : 2024-07-25 , DOI: 10.1037/apl0001214
Piers Steel 1 , Hadi Fariborzi 2
Affiliation  

Psychometric corrections can be crucial for obtaining valid operational results, but concerns are rising about potential overcorrections for general mental ability (GMA) validity coefficients. Our two-part study identifies a source of overprediction: using national norms rather than recent local applicant pool variance for range restriction corrections. Study 1 demonstrates increasing homogeneity in Wonderlic occupational applicant pool variance across four data time waves, suggesting they are no longer interchangeable with the general working population, a divergence attributable to a rise in education. Study 2 employs the Morris meta-analytic approach to gauge the impact of using national norms over occupational ones in range restriction. An analysis of 649 GMA validity coefficients from four time waves of General Aptitude Test Battery and Wonderlic data shows a radical drop in corrected and uncorrected correlations, indicating that historical corrected GMA validity coefficients differ from contemporary ones by up to 16-fold (i.e., an R² of 42.3% vs. 2.6%), and range restriction corrections are now minimal in about 75% of cases. This drop in correlations appears due to the filtering effects of increased education, both due to the demands of the knowledge economy and credentialism, where organizations are using college or university degrees as a proxy for GMA. Credentialism is an incredibly inefficient form of GMA assessment, suggesting an urgent societal need to incorporate selection fundamentals more broadly. Altogether, these results indicate that labor market dynamics have a deeper impact on personnel selection than typically appreciated, meaning that many of our estimates have and will eventually age out. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

中文翻译:


范围限制估计和一般心理能力效度系数的纵向荟萃分析:更好地解决下降效应中的过度矫正。



心理测量校正对于获得有效的操作结果至关重要,但人们越来越担心一般心理能力 (GMA) 效度系数可能出现过度校正。我们的研究分为两部分,确定了高估的来源:使用国家规范而不是最近的当地申请人群体差异进行范围限制校正。研究 1 表明,Wonderlic 职业求职者群体在四个数据时间波中的差异越来越同质化,这表明它们不再与一般工作人群互换,这种差异归因于教育程度的上升。研究 2 采用 Morris 荟萃分析方法来衡量在范围限制中使用国家规范对职业规范的影响。对来自一般能力倾向测试电池和 Wonderlic 数据的四个时间波的 649 个 GMA 效度系数的分析显示,校正和未校正的相关性急剧下降,表明历史校正的 GMA 效度系数与当代有效系数相差高达 16 倍(即 R² 为 42.3% 对 2.6%),并且在大约 75% 的情况下,范围限制校正现在很小。这种相关性下降是由于教育增加的过滤效应,这既是由于知识经济的需求,也是由于证书主义的需求,其中组织使用学院或大学学位作为 GMA 的代理。凭证主义是一种效率极低的 GMA 评估形式,这表明社会迫切需要更广泛地纳入选择基本原理。总而言之,这些结果表明,劳动力市场动态对人员选择的影响比通常认为的要深,这意味着我们的许多估计已经并且最终将过时。 (PsycInfo 数据库记录 (c) 2024 APA,保留所有权利)。
更新日期:2024-07-25
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