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Development and Public Release of a Computerized Adaptive (CAT) Version of the Schizotypal Personality Questionnaire

机译:开发和公开发布计算机化的(CAT)版本的精神分裂症性格问卷

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摘要

One of the most widely used measures of psychosis-related symptoms and characteristics is the 74-item Schizotypal Personality Questionnaire (SPQ). Using multidimensional Item Response Theory (bifactor 2-parameter model), we calibrated SPQ items in a sample of 375 youths aged 9-24 years and constructed a fully functional computerized adaptive form of the SPQ on an open-source platform for public use. To assess validity, we used the above parameters to simulate CAT sessions in a separate validation sample (N = 100) using three test-length-based stopping rules: 8 items, 16 items, and 32 items. Those scores were then compared to full-form and SPQ-Brief scores on their abilities to predict psychosis or clinical risk status. Areas under the receiver operating characteristic curves indicated mediocre predictive ability, but did not differ among any of the forms, even when only eight adaptive items were administered. The Youden index for the 16-item adaptive version was higher than that for the 22-item SPQ-Brief. Classification accuracy for the full SPQ was 73% compared to 66% for the both the SPQ-Brief and adaptive versions (average of three stopping rules). The SPQ-CAT shows promise as a much shorter but valid assessment of schizotypy which can save time with minimal loss of information.
机译:74项精神分裂型人格问卷(SPQ)是与精神病相关的症状和特征最广泛使用的一种测量方法。我们使用多维项目响应理论(双因素2参数模型),对375名9-24岁的青年样本中的SPQ项目进行了校准,并在开源平台上构建了功能全面的计算机化SPQ自适应形式,供公众使用。为了评估有效性,我们使用三个基于测试长度的停止规则,使用上述参数在单独的验证样本(N = 100)中模拟CAT会话,这三个规则是:8个项目,16个项目和32个项目。然后将这些分数与完整形式和SPQ-Brief分数的预测精神病或临床风险状况的能力进行比较。接收器工作特性曲线下方的区域表示中等的预测能力,但即使仅管理了8个自适应项,也没有任何不同。 16项自适应版本的Youden指数高于22项SPQ-Brief。完整SPQ的分类准确度为73%,而SPQ-Brief和自适应版本的分类准确度均为66%(三个停止规则的平均值)。 SPQ-CAT显示对精神分裂症的评估要短得多但有效,这可以节省时间,并且信息丢失最少。

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