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验证青少年早期生活满意度量表:使用项目反应理论的心理测量评估

Validating the satisfaction with life scale among early adolescents: psychometric assessment using item response theory.

作者信息

Donaldson Scott I, Beard Trista A, Soto Daniel, Lee Ryan, Leventhal Adam M, Unger Jennifer B

机构信息

Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA USA.

1845 N Soto Street, 3rd Floor, SSB 310-23, Los Angeles, CA 90032 USA.

出版信息

Curr Psychol. 2025;44(7):5821-5829. doi: 10.1007/s12144-025-07518-3. Epub 2025 Mar 1.

Abstract

The Satisfaction with Life Scale (SWLS) has been extensively validated using Classical Test Theory, mostly relying on factor analytic methods among adult samples. The current study used Item Response Theory to validate SWLS among a sample of early adolescents in California and examine associations between SWLS and tobacco and cannabis use. Data were collected from ninth-grade students ( = 2552) attending 10 public high schools in Los Angeles, California in 2013. Nonparametric and parametric item response modeling were used to validate the SWLS. Binary logistic regression was used to examine the associations between SWLS and tobacco and cannabis use. Item discrimination indices were above 1.80, indicating all items functioned appropriately in terms of measuring the construct and separating participants of different levels of life satisfaction. The test information curve indicated that the SWLS was best for discriminating between respondents with low to average life satisfaction. Participants who reported high scores on the SWLS, compared with those who reported low scores, were significantly less likely to report lifetime e-cigarette, cigarette, and cannabis use. The SWLS possessed excellent psychometric properties among a sample of early adolescents in California. Findings may be useful for scholars and practitioners to screen for subjective well-being in early adolescence, and target interventions focused on improving adolescent health & well-being, which may help prevent substance use initiation or sustained use.

摘要

生活满意度量表(SWLS)已通过经典测试理论得到广泛验证,在成人样本中大多依赖因素分析方法。本研究使用项目反应理论在加利福尼亚州的一个青少年早期样本中验证SWLS,并检验SWLS与烟草和大麻使用之间的关联。数据于2013年从加利福尼亚州洛杉矶市10所公立高中的九年级学生(n = 2552)中收集。使用非参数和参数项目反应模型来验证SWLS。二元逻辑回归用于检验SWLS与烟草和大麻使用之间的关联。项目区分指数高于1.80,表明所有项目在测量该构念以及区分不同生活满意度水平的参与者方面都发挥了适当作用。测试信息曲线表明,SWLS最适合区分生活满意度低至中等的受访者。与得分低的参与者相比,在SWLS上得分高的参与者报告终身使用电子烟、香烟和大麻的可能性显著更低。SWLS在加利福尼亚州青少年早期样本中具有出色的心理测量特性。研究结果可能有助于学者和从业者筛查青少年早期的主观幸福感,并针对旨在改善青少年健康和幸福感的干预措施,这可能有助于预防物质使用的开始或持续使用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a498/12084244/68e3c1d68a6d/12144_2025_7518_Fig1_HTML.jpg

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