Predictive Analysis of Academic Performance in Peruvian Children: The Role of Effortful Control and School Liking

Pedro Fernando Alfaro Cardenas, Marisut Guimet Castro, Martín Malaspina Quevedo
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Abstract

Introduction.  In Peru, there are few studies that include individual differences between students to explain their academic performance at the beginning of formal schooling. For that reason, the aim of the present study was to predict the perceived academic performance of a group of students based on the following variables: effortful control (EC) and school liking (SL).   Method.  A sample of 423 students, between 5 and 8 years old (M = 6.29, SD = 0.89), was gathered from public schools in socioeconomically disadvantaged areas in Lima. A total of 45 teachers gave information about their perceptions regarding the study variables in their respective students.   Results.  The hierarchical linear regression analysis results show that both effortful control and school liking are positive and significant predictors of perceived academic performance, even after controlling for students’ cognitive skills and their mothers’ educational level.   Discussion and Conclusion.  Possible explanations for these findings and their relevance in the Peruvian context are discussed.    
秘鲁儿童学习成绩的预测分析:努力控制与学校喜好的作用
介绍。在秘鲁,很少有研究包括学生之间的个体差异来解释他们在正式学校教育开始时的学业表现。因此,本研究的目的是基于以下变量来预测一组学生的学业表现感知:努力控制(EC)和学校喜好(SL)。方法。从利马社会经济弱势地区的公立学校收集了423名5至8岁的学生(M = 6.29, SD = 0.89)。共有45名教师提供了他们对各自学生的研究变量的看法。结果。层次线性回归分析结果表明,即使在控制了学生的认知技能和母亲的教育水平后,努力控制和学校喜好都是感知学习成绩的正向显著预测因子。讨论与结论。讨论了对这些发现的可能解释及其在秘鲁背景下的相关性。
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