使用多组验证性因子分析测试欧洲癌症研究与治疗组织核心生活质量问卷(EORTC QLQ-C30)在不同原发癌部位的测量不变性。
Testing the measurement invariance of the EORTC QLQ-C30 across primary cancer sites using multi-group confirmatory factor analysis.
作者信息
Costa D S J, Aaronson N K, Fayers P M, Pallant J F, Velikova G, King M T
机构信息
Psycho-oncology Co-operative Research Group, University of Sydney, Chris O'Brien Lifehouse (C39Z), Sydney, NSW, 2006, Australia,
出版信息
Qual Life Res. 2015 Jan;24(1):125-33. doi: 10.1007/s11136-014-0799-0. Epub 2014 Sep 6.
PURPOSE
The EORTC Quality of Life Questionnaire is a widely used cancer-specific quality of life instrument comprising a core set of 30 items (QLQ-C30) supplemented by cancer site-specific modules. The purpose of this paper was to examine the extent to which the conventional multi-item domain structure of the QLQ-C30 holds across patients with seven different primary cancer sites.
METHODS
Multi-group confirmatory factor analysis was used to test whether a measurement model of the QLQ-C30 was invariant across cancer sites. Configural (same patterns of factor loadings), metric (equivalence of factor loadings) and scalar (equivalence of thresholds) invariance amongst the cancer site groups were assessed (N = 1,906) by comparing the fit of a model with these parameters freely estimated to a model where estimates were constrained to be equal for the corresponding items in each group.
RESULTS
All groups exhibited good model fit except for the prostate group, which was excluded. Only 1 of 576 parameters was found to differ between primary sites: specifically, the first threshold of Item 1 in the breast cancer group exhibited non-invariance. In a post hoc analysis, several instances of non-invariance by treatment status (baseline, on-treatment, off-treatment) were observed.
CONCLUSIONS
Given only one instance of non-invariance between cancer sites, there is a reason to be confident in the validity of conclusions drawn when comparing QLQ-C30 domain scores between different sites and when interpreting the scores of heterogeneous samples, although future research should assess the potential impact of confounding variables such as treatment and gender.
目的
欧洲癌症研究与治疗组织生活质量问卷是一种广泛使用的针对癌症患者的生活质量评估工具,它由一组包含30个条目的核心问卷(QLQ-C30)及针对特定癌症部位的模块组成。本文旨在研究QLQ-C30传统的多条目领域结构在七种不同原发癌症部位患者中的适用程度。
方法
采用多组验证性因子分析来检验QLQ-C30的测量模型在不同癌症部位是否具有不变性。通过比较一个对这些参数进行自由估计的模型与一个对每组相应条目估计值进行约束使其相等的模型的拟合度,评估癌症部位组之间的构型不变性(因子载荷模式相同)、度量不变性(因子载荷相等)和标量不变性(阈值相等)(N = 1,906)。
结果
除前列腺癌组被排除外,所有组的模型拟合度均良好。在不同原发部位之间仅发现576个参数中有1个不同:具体而言,乳腺癌组中第1项的第一个阈值表现出非不变性。在事后分析中,观察到了几个因治疗状态(基线、治疗中、治疗后)导致的非不变性实例。
结论
鉴于癌症部位之间仅存在一个非不变性实例,在比较不同部位的QLQ-C30领域得分以及解释异质样本得分时,有理由对得出的结论的有效性充满信心,尽管未来的研究应评估诸如治疗和性别等混杂变量的潜在影响。