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Computerized adaptive testing of population psychological distress:simulation-based evaluation of GHQ-30

机译:人口心理困扰的计算机自适应测验:基于仿真的GHQ-30评估

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摘要

: Goldberg’s General Health Questionnaire (GHQ) items are frequently used to assess psychological distress but no study to date has investigated the GHQ-30’s potential for adaptive administration. In computerized adaptive testing (CAT) items are matched optimally to the targeted distress level of respondents instead of relying on fixed-length versions of instruments. We therefore calibrate GHQ-30 items and report a simulation study exploring the potential of this instrument for adaptive administration in a longitudinal setting.: GHQ-30 responses of 3445 participants with 2 completed assessments (baseline, 7-year follow-up) in the UK Health and Lifestyle Survey were calibrated using item response theory. Our simulation study evaluated the efficiency of CAT administration of the items, cross-sectionally and longitudinally, with different estimators, item selection methods, and measurement precision criteria.: To yield accurate distress measurements (marginal reliability at least 0.90) nearly all GHQ-30 items need to be administered to most survey respondents in general population samples. When lower accuracy is permissible (marginal reliability of 0.80), adaptive administration saves approximately 2/3 of the items. For longitudinal applications, change scores based on the complete set of GHQ-30 items correlate highly with change scores from adaptive administrations.: The rationale for CAT-GHQ-30 is only supported when the required marginal reliability is lower than 0.9, which is most likely to be the case in cross-sectional and longitudinal studies assessing mean changes in populations. Precise measurement of psychological distress at the individual level can be achieved, but requires the deployment of all 30 items.
机译::戈德堡的“一般健康问卷”(GHQ)项目经常用于评估心理困扰,但迄今为止,尚无任何研究调查GHQ-30适应性管理的潜力。在计算机自​​适应测试(CAT)中,项目可以最佳地匹配受访者的目标求救水平,而不必依赖固定长度的仪器。因此,我们对GHQ-30项目进行了校准,并报告了一项模拟研究,探索了该仪器在纵向环境中的适应性管理的潜力。:在3445名参与者中,GHQ-30的回答包括2项完整的评估(基线,7年随访)。英国健康和生活方式调查使用项目反应理论进行了校准。我们的模拟研究使用不同的估计量,项目选择方法和测量精度标准来评估CAT的横截面和纵向管理效率。:几乎所有GHQ-30都要进行精确的遇险测量(边际可靠性至少0.90)一般人口样本中的大多数调查受访者都需要管理这些项目。如果允许较低的精度(边际可靠性为0.80),则自适应管理可以节省大约2/3的项目。对于纵向应用,基于完整GHQ-30项目集的变更分数与适应性管理机构的变更分数高度相关。:仅当所需的边际可靠性低于0.9时,才支持CAT-GHQ-30的原理。在评估人口平均变化的横断面和纵向研究中可能会出现这种情况。可以在个人层面上精确测量心理困扰,但需要部署所有30个项目。

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