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简短坚毅量表的心理测量学评估:深入探究其因子结构和量表功能

A Psychometric Evaluation of the Short Grit Scale: A Closer Look at its Factor Structure and Scale Functioning.

作者信息

Gonzalez Oscar, Canning Jessica R, Smyth Heather, MacKinnon David P

机构信息

University of North Carolina at Chapel Hill.

University of Washington.

出版信息

Eur J Psychol Assess. 2020 Jul;36(4):646-657. doi: 10.1027/1015-5759/a000535. Epub 2019 Jul 2.

Abstract

Grit, the passion and perseverance for long-term goals, has received attention from personality psychologists because it predicts success and academic achievement. Grit has also been criticized as simply another measure of self-control or conscientiousness. A precise psychometric representation of grit is needed to understand how the construct is unique and how it overlaps with other constructs. Previous research suggests that the Short Grit Scale (Grit-S) has several psychometric limitations, such as uncertain factor structure within and across populations, uncertainty about reporting total or subscale scores, and different assessment precision at low and high levels on the construct. We conducted modern psychometric techniques including parallel analysis, measurement invariance, extrinsic convergent validity, and Item Response Theory models on two American samples. Our results suggest that the Grit-S is essentially unidimensional and that there is construct overlap with the self-control construct. Subscale factors were the result of an item doublet, where two items had high correlated uniquenesses, showed similar item information, and were more likely to exhibit measurement bias. Findings replicated across samples. Finally, we discuss recommendations for the use of the Grit-S based on the theoretical interpretation of the unidimensional factor and our empirical findings.

摘要

毅力,即对长期目标的热情和坚持不懈,已受到人格心理学家的关注,因为它能预测成功和学业成就。毅力也被批评为不过是自我控制或尽责性的另一种衡量方式。需要对毅力进行精确的心理测量表征,以了解该构念的独特之处以及它与其他构念的重叠情况。先前的研究表明,简短毅力量表(Grit-S)存在若干心理测量局限性,例如不同人群内部和之间的因素结构不确定、报告总分或子量表分数存在不确定性,以及在该构念的低水平和高水平上评估精度不同。我们对两个美国样本进行了包括平行分析、测量不变性、外在收敛效度和项目反应理论模型在内的现代心理测量技术研究。我们的结果表明,Grit-S本质上是单维的,并且与自我控制构念存在构念重叠。子量表因素是项目双峰的结果,即两个项目具有高度相关的独特性,显示出相似的项目信息,并且更有可能表现出测量偏差。研究结果在不同样本中得到了重复。最后,我们根据单维因素的理论解释和我们的实证研究结果,讨论了使用Grit-S的建议。

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