Conscious Self-regulation, Motivational Factors, and Personality Traits as Predictors of Students' Academic Performance: A Linear Empirical Model.

IF 1.1 Q3 PSYCHOLOGY, MULTIDISCIPLINARY
Varvara I Morosanova, Irina N Bondarenko, Tatiana G Fomina
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引用次数: 3

Abstract

Background: The theoretical basis of this study was the resource approach (Morosanova 2014, 2017), in which the conscious self-regulation of learning activity is understood as a meta-resource for students, allowing them to consciously and independently set learning goals and manage their achievement. This approach made it possible to create models of direct and mediate contributions of self-regulation and school engagement not only to academic performance, but also to other motivational and personal competencies.

Objective: Our study aimed to investigate the impact of conscious self-regulation, school engagement, motivation, and personality on academic achievement, while taking into account the effects of mediation.

Design: A quantitative research design was applied, using data collected from more than 1524 students from the 5th to 11th grades in Russian schools and applying Structural Equation Modelling (SEM).

Results: The results allowed us to construct a statistical model of predictors of students' academic achievement. The model was verified on the total sample, as well as samples differing in gender and age. The results show that conscious self-regulation is central to non-cognitive predictors of academic achievement. For the first time, a study has revealed and described the reciprocal relationship between self-regulation, academic motivation, school engagement, and academic performance. The resulting model demonstrates that behavioral and cognitive engagement make a significant contribution to academic performance, while emotional and social engagement do not find significant links with it, although they determine other areas of school life.

Conclusion: Our paper investigates the nature and strength of the effects of major non-cognitive predictors of academic achievement. The study results substantiated the resource role of conscious self-regulation not only for students' academic performance, but also for their academic motivation, school engagement, and attitude toward learning. The predictor model of academic achievement we developed will provide a foundation for combining existing heterogeneous concepts into a single integrated model and clarify the contradictions between them.

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有意识自我调节、动机因素和人格特质对学生学习成绩的影响:一个线性实证模型。
背景:本研究的理论基础是资源方法(Morosanova 2014, 2017),将学习活动的自觉自我调节理解为学生的一种元资源,使学生能够有意识地、独立地设定学习目标并管理自己的成就。这种方法使得创建自我调节和学校参与的直接和间接贡献模型成为可能,这些模型不仅对学习成绩,而且对其他动机和个人能力也有影响。目的:本研究旨在探讨有意识的自我调节、学校投入、动机和个性对学业成绩的影响,同时考虑中介的作用。设计:采用定量研究设计,采用结构方程模型(SEM),从俄罗斯学校5年级至11年级的1524多名学生中收集数据。结果:建立了学生学业成绩预测因子的统计模型。模型在总样本上进行了验证,也在不同性别和年龄的样本上进行了验证。结果表明,有意识的自我调节是学业成就的非认知预测因素的核心。一项研究首次揭示并描述了自我调节、学习动机、学校参与和学习成绩之间的相互关系。由此产生的模型表明,行为和认知参与对学习成绩有重大贡献,而情感和社会参与并没有发现显著的联系,尽管它们决定了学校生活的其他领域。结论:本研究探讨了学业成绩主要非认知预测因素影响的性质和强度。研究结果证实了自觉自我调节不仅对学生的学习成绩有资源作用,而且对学生的学习动机、学校投入和学习态度也有资源作用。我们开发的学业成绩预测模型将为将现有的异构概念整合为一个单一的集成模型并澄清它们之间的矛盾提供基础。
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来源期刊
Psychology in Russia-State of the Art
Psychology in Russia-State of the Art PSYCHOLOGY, MULTIDISCIPLINARY-
CiteScore
2.00
自引率
11.10%
发文量
11
审稿时长
14 weeks
期刊介绍: Established in 2008, the Russian Psychological Society''s Journal «Psychology in Russia: State of the Art» publishes original research on all aspects of general psychology including cognitive, clinical, developmental, social, neuropsychology, psychophysiology, psychology of labor and ergonomics, and methodology of psychological science. Journal''s list of authors comprises prominent scientists, practitioners and experts from leading Russian universities, research institutions, state ministries and private practice. Addressing current challenges of psychology, it also reviews developments in novel areas such as security, sport, and art psychology, as well as psychology of negotiations, cyberspace and virtual reality. The journal builds upon theoretical foundations laid by the works of Vygotsky, Luria and other Russian scientists whose works contributed to shaping the psychological science worldwide, and welcomes international submissions which make major contributions across the range of psychology, especially appreciating the ones conducted in the paradigm of the Russian psychological tradition. It enjoys a wide international readership and features reports of empirical studies, book reviews and theoretical contributions, which aim to further our understanding of psychology.
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