Sulik Michael J, Finch Jenna E, Obradović Jelena
Graduate School of Education, Stanford University, Stanford, CA 94305, USA.
Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE 68588, USA.
J Exp Child Psychol. 2020 Oct;198:104883. doi: 10.1016/j.jecp.2020.104883. Epub 2020 Jul 5.
Intrinsic motivation and executive functions (EFs) have been independently studied as predictors of academic achievement in elementary school. The goal of this investigation was to understand how students' challenge preference (CP), an aspect of intrinsic motivation, is related to academic achievement while accounting for EFs as a confounding variable. Using data from a longitudinal study of 569 third-, fourth-, and fifth-graders (50% female), we tested students' self-reported CP as a predictor of mathematics and English language arts (ELA) achievement in multilevel models that controlled for school fixed effects and student demographic characteristics. CP was positively associated with mathematics and ELA over and above the set of covariates and EFs. While also controlling for prior achievement, CP continued to explain a small amount of unique variance in mathematics, but not in ELA. These results underscore the importance of including measures of students' intrinsic motivation, in addition to EFs, to obtain a comprehensive understanding of academic success.
内在动机和执行功能(EFs)已被分别作为小学学业成绩的预测指标进行研究。本调查的目的是了解学生的挑战偏好(CP),即内在动机的一个方面,在将执行功能作为一个混杂变量加以考虑的情况下,是如何与学业成绩相关的。利用对569名三、四、五年级学生(50%为女生)进行纵向研究的数据,我们在控制了学校固定效应和学生人口统计学特征的多层次模型中,将学生自我报告的挑战偏好作为数学和英语语言艺术(ELA)成绩的预测指标进行了测试。在协变量和执行功能之外,挑战偏好与数学和英语语言艺术呈正相关。在控制了先前成绩的情况下,挑战偏好仍能解释数学成绩中少量的独特方差,但对英语语言艺术成绩则不然。这些结果强调了除执行功能外,纳入学生内在动机测量指标以全面理解学业成功的重要性。