Department of Psychology, University of Campania "Luigi Vanvitelli", Caserta, Italy.
Department of Psychology, University of Milan-Bicocca, Milan, Italy.
PLoS One. 2023 Jan 20;18(1):e0280563. doi: 10.1371/journal.pone.0280563. eCollection 2023.
In this paper, we aimed at developing and validating a novel instrument to evaluate personality in 10-14 years old adolescents with six basic traits, with two dedicated studies. In Study 1, we generated a large pool of items (384 items) from three basic items sources, which we administered to 714 Italian adolescents. Using principal component analysis (PCA) and extension factor analysis, we selected the best eight items for each facet, and so the best 32 items for each factor, except for the Unconventionality facet of Openness to Experience (O) for which we selected the best six items. This resulted in a total of 190 items. The 190-item HEXACO-MSI had very good levels of dimensional validity and reliability, but it fell short in containing 8 items for each facet (i.e., for Unconventionality) and in balancing normal and reversed items within each facet. Therefore, in a second study we added items to the scale and verified again the dimensionality and reliability with the goal of developing a final version of the scale. In Study 2, we administered a version of the HEXACO-MSI consisting of 219 items to 1175 Italian adolescents. Using principal component analysis (PCA), we selected the best eight items for each facet equally balanced between normal and reversed items within each facet and factor. Confirmatory factor analysis (CFA) confirmed the six-factor structure and its invariance. The results showed that the HEXACO-MSI-E had a clear six-factor structure in adolescents, that was invariant across gender and across the three middle school classes, and was reliable. Finally, we established temporal stability of each factor in two measurements after one year. Together with the positive results of this contribution, we discussed some aspects for future studies.
在这项研究中,我们旨在开发和验证一种新的工具,以评估 10-14 岁青少年的六大基本特质的人格,我们进行了两项专门的研究。在研究 1 中,我们从三个基本项目来源中生成了一个大的项目池(384 个项目),并将其分发给 714 名意大利青少年。使用主成分分析(PCA)和扩展因子分析,我们为每个方面选择了最好的 8 个项目,为每个因素选择了最好的 32 个项目,除了开放性经验的非常规性方面(O),我们选择了最好的 6 个项目。这总共产生了 190 个项目。HEXACO-MSI 有 190 个项目,具有很好的维度有效性和可靠性,但在每个方面包含 8 个项目(即非常规性)和平衡每个方面的正常和反向项目方面有所欠缺。因此,在第二项研究中,我们向量表中添加了项目,并再次验证了其维度和可靠性,目的是开发量表的最终版本。在研究 2 中,我们向 1175 名意大利青少年发放了由 219 个项目组成的 HEXACO-MSI 版本。使用主成分分析(PCA),我们为每个方面选择了最好的 8 个项目,这些项目在每个方面和因素中都平衡了正常和反向项目。验证性因素分析(CFA)证实了六因素结构及其不变性。结果表明,HEXACO-MSI-E 在青少年中具有清晰的六因素结构,在性别和三个中学班级之间具有不变性,并且具有可靠性。最后,我们在一年后两次测量中确定了每个因素的时间稳定性。结合本研究的积极结果,我们讨论了未来研究的一些方面。