Postgraduate School of Public Health, Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.
Group for the Study of Development and Social Environment (GEDES), Faculty of Human and Social Science of Tunis, Tunis, Tunisia.
Front Public Health. 2022 Mar 3;10:818749. doi: 10.3389/fpubh.2022.818749. eCollection 2022.
Grit is a key concept in positive psychology and educational science. The construct measures two related constructs that are interest and effort. Several instruments have been developed to measure this construct in professional and educational contexts, but no tools have been developed considering specific contexts such as physical education and sport.
The objective of this study is to develop and test a measurement scale to assess Grit in the context of physical education and sport.
Two exploratory (Phase 1) and confirmatory (Phase 2) samples were administered the 16-item PE-Grit scale in Arabic. In addition, the confirmatory sample also was administered the R-SPQ-2F two-factor learning approaches scale. The factor structure was examined first by exploratory factor analysis on the first sample and then by confirmatory factor analysis on the second sample. Reliability testing was performed by checking internal consistency simultaneously by the three indices: McDonald's ω, Cronbach's α and Gutmann's λ6. Concurrent validity was checked by Pearson's correlation between the PE-Grit and the two dimensions of the SPQ-2F.
After the exploratory factor analysis, which identified the factors and gave a preliminary validation of the designed instrument, confirmatory factor analysis was performed on three hierarchical models to be able to identify the best fitting model. A third-order hierarchical model with two physical and academic components each formed by interest and effort presented the best fit indices: chi X2 = 192.95 ( < 0.01), and the X2/DF = 1.36; GFI = 0.99; AGFI = 0.99; CFI and TLI close to 1; RMSEA = 0.025. In addition, McDonald's ω, internal consistency, and Gutmann's λ6 ranged from 0.78 to 0.86 for all four scale dimensions.
The PE-Grit scale displays adequate factor structure, good reliability, and acceptable concurrent validity and can be administered to assess Grit in physical education and sport students.
坚毅是积极心理学和教育科学的一个关键概念。该构念衡量两个相关的构念,即兴趣和努力。已经开发出几种工具来衡量专业和教育环境中的这一构念,但没有考虑到体育教育和运动等特定环境的工具。
本研究的目的是开发和测试一种在体育教育和运动背景下评估坚毅的测量量表。
在阿拉伯语中,两个探索性(第 1 阶段)和验证性(第 2 阶段)样本接受了 16 项 PE-Grit 量表的测试。此外,验证性样本还接受了 R-SPQ-2F 两因素学习方法量表的测试。首先通过对第一组样本进行探索性因素分析,然后通过对第二组样本进行验证性因素分析,检查了因素结构。通过三种指标同时检查内部一致性:麦克唐纳 ω、克朗巴赫 α 和古特曼 λ6。通过 PE-Grit 与 SPQ-2F 的两个维度之间的皮尔逊相关来检查同时效性。
在探索性因素分析确定因素并初步验证设计的工具后,对三个层次模型进行了验证性因素分析,以便能够确定最佳拟合模型。具有两个物理和学术组件的三阶层次模型,每个组件由兴趣和努力组成,表现出最佳的拟合指数:卡方 X2 = 192.95(<0.01),X2/DF = 1.36;GFI = 0.99;AGFI = 0.99;接近 1 的 CFI 和 TLI;RMSEA = 0.025。此外,所有四个量表维度的麦克唐纳 ω、内部一致性和古特曼 λ6 均在 0.78 至 0.86 之间。
PE-Grit 量表具有适当的因素结构、良好的可靠性和可接受的同时效性,可以用于评估体育教育和运动学生的坚毅。