Niemivirta Markku, Tapola Anna, Tuominen Heta, Viljaranta Jaana
School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland.
Faculty of Education and Welfare Studies, Åbo Akademi University, Vaasa, Finland.
Br J Educ Psychol. 2024 Jun;94(2):441-459. doi: 10.1111/bjep.12655. Epub 2023 Dec 22.
Although research clearly demonstrates the importance of motivation in mathematics learning, relatively little is known about the developmental dynamics between different facets of mathematics motivation and performance, especially in the early years of schooling.
In a longitudinal setting, we examined (1) how children's ability self-concept and intrinsic value in mathematics change over time during their first 3 years in school, (2) how those changes relate to each other and (3) how they connect with mathematics performance.
The participants were 285 Finnish school-beginners (52.7% girls).
Latent growth curve modelling was used to examine the developmental trajectories of children's ability self-concept and intrinsic value, and how those trajectories predicted later mathematics achievement (both mathematics test performance and teacher-rated grades), while controlling for previous mathematics performance and gender.
The results showed significant decreases in children's ability self-concept and intrinsic value, but also significant individual differences in the trajectories. The strong dependency between the levels and changes in self-concept and intrinsic value led us to specify a factor-of-curves latent growth curve model, thus merging the trajectories of ability self-concept and intrinsic value into one common model. Subsequent results showed prior mathematics performance to predict change in children's mathematics motivation, and both the level and change in mathematics motivation to predict third-grade performance and teacher-rated grade.
Our findings provide evidence for a developmental link between children's ability self-concept, intrinsic value and achievement. Achievement seems to enhance mathematics motivation, and positive motivation appears to support the further development of mathematics skills.
尽管研究清楚地表明了动机在数学学习中的重要性,但对于数学动机不同方面与成绩之间的发展动态,尤其是在入学早期,我们了解得相对较少。
在纵向研究中,我们考察了:(1)儿童在入学的前三年中,其数学能力自我概念和内在价值如何随时间变化;(2)这些变化如何相互关联;(3)它们如何与数学成绩相联系。
参与者为285名芬兰刚入学的儿童(女孩占52.7%)。
采用潜在增长曲线模型来考察儿童能力自我概念和内在价值的发展轨迹,以及这些轨迹如何预测后期的数学成绩(包括数学测试成绩和教师评定的成绩),同时控制先前的数学成绩和性别因素。
结果显示儿童的能力自我概念和内在价值显著下降,但在轨迹方面也存在显著的个体差异。自我概念和内在价值的水平与变化之间的强烈依赖性使我们指定了一个曲线因素潜在增长曲线模型,从而将能力自我概念和内在价值的轨迹合并到一个共同模型中。后续结果表明,先前的数学成绩可预测儿童数学动机的变化,而数学动机的水平和变化均可预测三年级的成绩及教师评定的等级。
我们的研究结果为儿童的能力自我概念、内在价值与成绩之间的发展联系提供了证据。成绩似乎能增强数学动机,而积极的动机似乎有助于数学技能的进一步发展。