Wouters Hans, Zwinderman Aeilko H, van Gool Willem A, Schmand Ben, Lindeboom Robert
Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Academic Medical Centre, Amsterdam, The Netherlands.
Int J Methods Psychiatr Res. 2009 Jun;18(2):118-27. doi: 10.1002/mpr.283.
The objective of this study was to investigate whether the Cambridge Cognitive Examination (CAMCOG), a widely used screening test for dementia, can be tailored to the individual patient with Computerized Adaptive Testing (CAT). CAT accomplishes this by only using items that are appropriate for the level of ability of the patient under investigation. Potential advantages of CAT for clinical practice and research are efficient cognitive testing and a reduction of the test burden in elderly patients and consequently less measurement error during testing. In a two step method with previously collected CAMCOG data (n = 797) (1) patient abilities and CAMCOG item difficulties were estimated with the One Parameter Logistic Model (OPLM), a Rasch type of model. CAT was then used (2) to re-estimate the patient abilities. Despite an average test reduction of 60%, CAT estimates were in excellent agreement (intra-class correlation > 0.98) with the results based on the entire CAMCOG and they also had similar accuracy for the diagnosis of dementia (area under the curve 0.91) as the original CAMCOG. These results were replicated in an independent sample (n = 170). We conclude that tailored testing with CAT enables much more efficient screening for dementia than testing with an extensive instrument.
本研究的目的是调查广泛用于痴呆筛查的剑桥认知检查(CAMCOG)是否可以通过计算机自适应测试(CAT)针对个体患者进行调整。CAT通过仅使用适合被调查患者能力水平的项目来实现这一点。CAT在临床实践和研究中的潜在优势包括高效的认知测试、减轻老年患者的测试负担,从而减少测试期间的测量误差。采用两步法,利用先前收集的CAMCOG数据(n = 797):(1)使用单参数逻辑模型(OPLM,一种Rasch类型的模型)估计患者能力和CAMCOG项目难度。然后使用CAT(2)重新估计患者能力。尽管测试平均减少了60%,但CAT估计值与基于整个CAMCOG的结果具有极佳的一致性(组内相关性> 0.98),并且在痴呆诊断方面(曲线下面积为0.91)与原始CAMCOG具有相似的准确性。这些结果在一个独立样本(n = 170)中得到了重复。我们得出结论,与使用广泛的测试工具进行测试相比,使用CAT进行定制测试能够更有效地筛查痴呆。