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生活满意度量表的测量不变性:回顾三十年的研究

Measurement invariance of the Satisfaction with Life Scale: reviewing three decades of research.

作者信息

Emerson Scott D, Guhn Martin, Gadermann Anne M

机构信息

Human Early Learning Partnership, School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada.

出版信息

Qual Life Res. 2017 Sep;26(9):2251-2264. doi: 10.1007/s11136-017-1552-2. Epub 2017 Mar 21.

Abstract

PURPOSE

The Satisfaction with Life Scale (SWLS) is a widely used measure of life satisfaction, a key aspect in quality of life. The SWLS has been used across many socio-demographic groups. Comparison of life satisfaction across different subgroups (e.g., cultures) is meaningful to researchers; such cross-group comparison presupposes that validity of the inferences from SWLS scores holds across various subgroups (measurement invariance: MI). The aim of the present review was to identify, summarize, and evaluate research testing measurement invariance of the SWLS.

METHODS

A targeted literature search identified articles (published 1985-2016) that examined MI of the SWLS using multi-group confirmatory factor analysis.

RESULTS

The search retrieved 27 articles, representing 66,380 respondents across 24 nations. Gender, age, and culture were the most common types of MI assessed. Most articles used translated (non-English) versions of the SWLS. The highest level of MI tested in each article (i.e., configural, metric, scalar, strict) varied. Findings generally supported a unidimensional structure (configural MI), but less commonly supported were equivalent factor loadings (metric MI). Over half of the gender invariance analyses supported scalar or strict MI, whereas scalar or strict MI was supported in only 1 of the 11 culture MI analyses and 1 of the 9 age MI analyses.

CONCLUSIONS

Findings suggest meaningful comparisons of SWLS means across gender may be valid in some situations, but most likely not across culture or age groups. Participants mostly ascribe similar meaning to like items on the SWLS regardless of their gender, but age and especially culture seem to influence this process.

摘要

目的

生活满意度量表(SWLS)是一种广泛使用的生活满意度测量工具,而生活满意度是生活质量的一个关键方面。SWLS已在许多社会人口群体中使用。对不同亚组(如不同文化)的生活满意度进行比较对研究人员来说是有意义的;这种跨组比较的前提是SWLS分数推断的有效性在各个亚组中都成立(测量不变性:MI)。本综述的目的是识别、总结和评估检验SWLS测量不变性的研究。

方法

通过有针对性的文献检索,确定了1985 - 2016年发表的使用多组验证性因素分析检验SWLS测量不变性的文章。

结果

检索到27篇文章,涉及24个国家的66380名受访者。性别、年龄和文化是评估的最常见的测量不变性类型。大多数文章使用了SWLS的翻译版本(非英语)。每篇文章中检验的最高测量不变性水平(即构型、度量、标量、严格)各不相同。研究结果总体上支持单维结构(构型测量不变性),但同等因素负荷(度量测量不变性)的支持较少。超过一半的性别不变性分析支持标量或严格测量不变性,而在11项文化测量不变性分析和9项年龄测量不变性分析中,只有1项支持标量或严格测量不变性。

结论

研究结果表明,在某些情况下,对SWLS均值进行有意义的性别间比较可能是有效的,但跨文化或年龄组比较很可能无效。无论性别如何,参与者对SWLS上类似项目的含义大多有相似的理解,但年龄尤其是文化似乎会影响这一过程。

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