Academic grit modulates school performance evolution over time: A latent transition analysis

Álvaro Postigo , Marcelino Cuesta , Rubén Fernández-Alonso , Eduardo García-Cueto , José Muñiz
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引用次数: 9

Abstract

Academic grit, known as passion and perseverance for long-term academic goals, has been widely studied in the educational context. However, few are the studies that analyze this variable as a specific domain and longitudinally. We used a sample of 4,853 students, assessing their levels of academic grit at two timepoints four years apart: in the fourth year (M = 9.9 years, SD = 0.41), and eighth year (M = 13.87 years, SD = 0.82) of compulsory education. We also evaluated their academic performance via their school grades in Spanish language and mathematics at three timepoints. Latent Class Analysis was used to identify underlying groups, and Latent Transition Analysis to examine the transitions between the latent groups at the different timepoints. We also performed a repeated measure ANOVA to analyse the influence of academic grit on school performance. We identified three groups, differentiated by the level of academic grit: gritty, industrious, and careless group. Over time (between 10 and 14 years old) we saw a clear transition of students towards the groups with lower levels of grit. School performance decreased between the ages of 10 and 14, although not in a straight line, and the change was modulated by the level of academic grit. Promoting academic grit from the primary stage could dampen school failure in later stages.

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学业毅力调节学校表现随时间的演变:一个潜在的过渡分析
学术毅力,即对长期学术目标的热情和毅力,在教育背景下得到了广泛的研究。然而,很少有研究将这一变量作为一个特定的领域进行纵向分析。我们使用了4853名学生的样本,在相隔四年的两个时间点评估了他们的学术毅力水平:第四年(M = 9.9年,SD = 0.41)和第八年(M = 13.87岁,SD = 0.82)。我们还通过他们在三个时间点的西班牙语和数学成绩来评估他们的学习成绩。潜在类分析用于识别潜在组,潜在转移分析用于检查不同时间点潜在组之间的转移。我们还进行了重复测量方差分析,以分析学术毅力对学校成绩的影响。我们确定了三个群体,根据学术毅力的水平进行区分:坚韧、勤奋和粗心的群体。随着时间的推移(在10岁到14岁之间),我们看到学生明显向毅力较低的群体转变。在10岁至14岁之间,学校成绩有所下降,尽管不是直线下降,而且这种变化受到学术毅力水平的调节。从小学阶段就提高学术毅力可以抑制后期的学业失败。
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