Chung Hyewon, Kim Jiseon, Askew Robert L, Jones Salene M W, Cook Karon F, Amtmann Dagmar
Department of Education, Chungnam National University, 99 Daehak-ro, Yuseon-gu, Daejeon, 305-764, South Korea,
Qual Life Res. 2015 Aug;24(8):1829-34. doi: 10.1007/s11136-015-0927-5. Epub 2015 Jan 29.
Measurement invariance is necessary for meaningful group comparisons. The purpose of this study was to test measurement invariance of three patient-reported measures of depressive symptoms between neurologic and community samples.
The instruments tested included the center for epidemiologic studies depression scale (CESD-20), the patient health questionnaire-9 (PHQ-9), and the patient-reported outcome measurement information system depression short form (PROMIS-D-8). Responses from a community sample were compared to responses from samples with two neurologic conditions: multiple sclerosis and spinal cord injury. Multi-group confirmatory factor analysis was used to evaluate successive levels of measurement invariance: (a) configural invariance, i.e., equivalent item factor structure between groups; (b) metric invariance, i.e., equivalent unstandardized factor loadings between groups; and (c) scalar invariance, i.e., equivalent item intercepts between groups.
Results of this study supported metric invariance for the CESD-20, PHQ-9, and PROMIS-D-8 scores between the community sample and the samples with neurologic conditions. The most rigorous form of invariance (i.e., scalar) also holds for the CESD-20 and the PROMIS-D-8.
The current study suggests that depressive symptoms as measured by three different outcome measures have the same meaning across clinical and community samples. Thus, the use of these measures for group comparisons is supported.
测量不变性是进行有意义的组间比较所必需的。本研究的目的是检验神经科样本和社区样本之间三种患者报告的抑郁症状测量方法的测量不变性。
所测试的工具包括流行病学研究中心抑郁量表(CESD - 20)、患者健康问卷 - 9(PHQ - 9)以及患者报告结局测量信息系统抑郁简表(PROMIS - D - 8)。将社区样本的回答与患有两种神经疾病(多发性硬化症和脊髓损伤)的样本的回答进行比较。采用多组验证性因素分析来评估测量不变性的连续水平:(a)构型不变性,即组间等效的项目因素结构;(b)度量不变性,即组间等效的未标准化因素负荷;以及(c)标量不变性,即组间等效的项目截距。
本研究结果支持社区样本与神经疾病样本之间CESD - 20、PHQ - 9和PROMIS - D - 8得分的度量不变性。CESD - 20和PROMIS - D - 8也具有最严格形式的不变性(即标量不变性)。
当前研究表明,通过三种不同结局测量方法测得的抑郁症状在临床样本和社区样本中具有相同的含义。因此,支持使用这些测量方法进行组间比较。