Varvara I Morosanova, Irina N Bondarenko, Tatiana G Fomina
{"title":"Conscious Self-regulation, Motivational Factors, and Personality Traits as Predictors of Students' Academic Performance: A Linear Empirical Model.","authors":"Varvara I Morosanova, Irina N Bondarenko, Tatiana G Fomina","doi":"10.11621/pir.2022.0411","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Objective: </strong>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.</p><p><strong>Design: </strong>A quantitative research design was applied, using data collected from more than 1524 students from the 5<sup>th</sup> to 11<sup>th</sup> grades in Russian schools and applying Structural Equation Modelling (SEM).</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":44621,"journal":{"name":"Psychology in Russia-State of the Art","volume":"15 4","pages":"170-187"},"PeriodicalIF":1.1000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9903235/pdf/","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Psychology in Russia-State of the Art","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.11621/pir.2022.0411","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PSYCHOLOGY, MULTIDISCIPLINARY","Score":null,"Total":0}
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.
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.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
