Reliability of Differential Item Functioning in Alcohol Use Disorder: Bayesian Meta-Analysis of Criteria Discrimination Estimates.

Reliability of Differential Item Functioning in Alcohol Use Disorder: Bayesian Meta-Analysis of Criteria Discrimination Estimates.
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酒精使用障碍中项目功能差异的可靠性:基于贝叶斯元分析的标准区分度估计

DOI:
10.1177/1073191120986613
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发表时间:
2022-07
期刊:
影响因子:
3.8
通讯作者:
Lane, Sean P.
Lane, Sean P.
中科院分区:
心理学2区
文献类型:
--
作者:
Vize, Colin E.;Lane, Sean P.

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许多研究利用项目反应理论(IRT)的方法来检查酒精使用障碍(AUD)诊断标准的测量特征。较少的工作已经检查了AUD IRT参数估计的一致性,这是建立测量不变性,对症状诊断进行陈述和验证理论构建的重要步骤。对33个独立样本(总N = 321,998)中AUD标准的IRT判别值进行的贝叶斯荟萃分析显示,AUD标准判别的总体一致性较低(广义组内相关范围= 0.105 - 0.249)。然而,具体的研究特征解释了大量的变异性,这表明不可靠性是部分系统性的。我们通过已建立的因素(例如,年龄、性别),但与评估工具相关的DIF相比,幅度较小。这些结果提供了实用的建议,当特定的AUD标准感兴趣时,使用哪些工具,以及在比较人口统计学群体时,哪些标准最敏感。
Numerous studies leverage item response theory (IRT) methods to examine measurement characteristics of alcohol use disorder (AUD) diagnostic criteria. Less work has examined the consistency of AUD IRT parameter estimates, an essential step for establishing measurement invariance, making statements about symptom diagnosticity, and validating the theoretical construct. A Bayesian meta-analysis of IRT discrimination values for AUD criteria across 33 independent samples (Total N = 321,998) revealed that overall consistency of AUD criteria discriminations was low (generalized intraclass correlation range = .105-.249). However, specific study characteristics accounted for substantial variability, suggesting that the unreliability is partially systematic. We replicated evidence of differential item functioning (DIF) via established factors (e.g., age, gender), but the magnitudes were small compared with DIF associated with assessment instrument. These results offer practical recommendations regarding which instruments to use when specific AUD criteria are of interest and which criteria are most sensitive when comparing demographic groups.
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