Human Early Learning Partnership, School of Population and Public Health, University of British Columbia.
Psychol Assess. 2018 Sep;30(9):1261-1266. doi: 10.1037/pas0000598. Epub 2018 Jun 11.
This paper examined measurement invariance (MI), both across gender and over time, of the Satisfaction With Life Scale adapted for Children (SWLS-C). Adapted from the adult SWLS, the SWLS-C is a self-report measure for children and adolescents to assess their life satisfaction. The sample comprised elementary school students in British Columbia, Canada (n = 4,026) who responded to the SWLS-C in Grade 4 (M(age) = 9.3, SD = 0.6; 48.9% girls) and approximately 3 years later in Grade 7. We examined MI regarding gender, time, and both gender and time (i.e., interactional invariance) using Clustered Repeated Measures Multi-Group Confirmatory Factor Analysis with a mean- and variance-adjusted weighted least squares (WLSMV) estimation. Residual invariance by gender was supported at Grades 4 and 7; scalar invariance was supported longitudinally for each gender and overall. In the "interactional" model, including gender and time, analyses indicated scalar MI, but not residual MI. Analyses of latent factor means indicated that SWLS-C scores significantly decreased for both girls and boys from Grade 4 to Grade 7. The decrease was more pronounced for girls, but gender differences at either age were not significant. The pattern of observed mean scores differed, as it indicated no significant decrease for boys' SWLS-C scores, but significant gender differences at both time points. However, given the lack of residual invariance, comparisons of observed SWLS-C mean scores across gender and over time may be compromised. The different results for latent and observed mean SWLS-C scores highlight the importance of routinely conducting MI analyses for group comparisons. (PsycINFO Database Record
本研究考察了儿童生活满意度量表(SWLS-C)在跨性别和时间上的测量不变性(MI)。SWLS-C 是成人 SWLS 的改编版,是一种用于评估儿童和青少年生活满意度的自我报告式量表。该样本包括加拿大不列颠哥伦比亚省的小学生(n = 4026),他们在四年级(M(年龄)= 9.3,SD = 0.6;48.9%为女生)和大约 3 年后的七年级时回答了 SWLS-C。我们使用聚类重复测量多组验证性因素分析(使用均值和方差调整加权最小二乘法(WLSMV)估计)来检验性别、时间以及性别和时间(即交互不变性)的 MI。在四年级和七年级,性别残差不变性得到支持;在每个性别和总体上,纵向支持标度不变性。在“交互”模型中,包括性别和时间,分析表明标度 MI 得到支持,但残差 MI 没有得到支持。潜在因子均值分析表明,从四年级到七年级,女生和男生的 SWLS-C 分数均显著下降。女生的降幅更为明显,但在任何年龄段,性别差异均不显著。观察到的平均分数模式不同,因为它表明男生的 SWLS-C 分数没有显著下降,但在两个时间点都存在显著的性别差异。然而,鉴于残差不变性的缺乏,对性别和时间上观察到的 SWLS-C 平均分数的比较可能会受到影响。潜在和观察到的平均 SWLS-C 分数的不同结果突出了对群体比较进行 MI 分析的重要性。