Dirven Linda, Groenvold Mogens, Taphoorn Martin J B, Conroy Thierry, Tomaszewski Krzysztof A, Young Teresa, Petersen Morten Aa
Department of Neurology, Leiden University Medical Center, PO BOX 9600, 2300 RC, Leiden, The Netherlands.
Department of Neurology, Haaglanden Medical Center, The Hague, The Netherlands.
Qual Life Res. 2017 Nov;26(11):2919-2929. doi: 10.1007/s11136-017-1648-8. Epub 2017 Jul 13.
The European Organisation of Research and Treatment of Cancer (EORTC) Quality of Life Group is developing computerized adaptive testing (CAT) versions of all EORTC Quality of Life Questionnaire (QLQ-C30) scales with the aim to enhance measurement precision. Here we present the results on the field-testing and psychometric evaluation of the item bank for cognitive functioning (CF).
In previous phases (I-III), 44 candidate items were developed measuring CF in cancer patients. In phase IV, these items were psychometrically evaluated in a large sample of international cancer patients. This evaluation included an assessment of dimensionality, fit to the item response theory (IRT) model, differential item functioning (DIF), and measurement properties.
A total of 1030 cancer patients completed the 44 candidate items on CF. Of these, 34 items could be included in a unidimensional IRT model, showing an acceptable fit. Although several items showed DIF, these had a negligible impact on CF estimation. Measurement precision of the item bank was much higher than the two original QLQ-C30 CF items alone, across the whole continuum. Moreover, CAT measurement may on average reduce study sample sizes with about 35-40% compared to the original QLQ-C30 CF scale, without loss of power.
A CF item bank for CAT measurement consisting of 34 items was established, applicable to various cancer patients across countries. This CAT measurement system will facilitate precise and efficient assessment of HRQOL of cancer patients, without loss of comparability of results.
欧洲癌症研究与治疗组织(EORTC)生活质量小组正在开发所有EORTC生活质量问卷(QLQ-C30)量表的计算机自适应测试(CAT)版本,目的是提高测量精度。在此,我们展示了认知功能(CF)项目库的现场测试和心理测量学评估结果。
在之前的阶段(I-III),开发了44个候选项目来测量癌症患者的CF。在第四阶段,对大量国际癌症患者样本进行了这些项目的心理测量学评估。该评估包括维度评估、对项目反应理论(IRT)模型的拟合度、项目功能差异(DIF)和测量属性评估。
共有1030名癌症患者完成了关于CF的44个候选项目。其中,34个项目可纳入单维IRT模型,显示出可接受的拟合度。尽管有几个项目显示出DIF,但对CF估计的影响可忽略不计。在整个连续统中,项目库的测量精度远高于仅两个原始QLQ-C30 CF项目。此外,与原始QLQ-C30 CF量表相比,CAT测量平均可减少约35-40%的研究样本量,且不损失检验效能。
建立了一个由34个项目组成的用于CAT测量的CF项目库,适用于各国的各类癌症患者。这种CAT测量系统将有助于精确、高效地评估癌症患者的健康相关生活质量,且不影响结果的可比性。