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June 5, 2026
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Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
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Academic Motivation of Elementary School Children in Two Educational Approaches — Innovative and Traditional

Psychology in Russia: State of the Art. 2018. Vol. 11. No. 4. P. 22–39.
Gordeeva T. O., Сычев О. А., Сиднева А. Н., Пшеничнюк Д. В.

Background. While the current literature provides valuable insight into how school climate perceptions and student motivation impact academic achievement, research examining the mediating effects of motivation in the linking of an innovative educational system, school climate, and achievement is limited. This study considers the potential of the El’konin–Davydov system of developmental education as a basis for educational innovation. Self-determination theory is applied as a useful theoretical framework that allows for consideration of both the intensity and the quality of academic motivation.

Objective. The study examines a model that illustrates the role of intrinsic and different types of extrinsic motivation in linking the El’konin–Davydov system of developmental education (DE) and school climate to the academic achievement of elementary schoolchildren.

Design. Participants were 345 third and fourth graders drawn from four public schools in Moscow, with some (N = 192, 2 schools) educated in the traditional system and others (N = 153, 2 schools) in one that follows the DE system. A cross-sectional design was implemented.

Results. Students in the DE system showed significantly lower external motivation for all three subscales (Parents, Teachers, General) and perceived school climate more favorably. Structural equation modeling showed that the hypothesized model fit the data well, supporting the hypothesis that student external motivation plays a mediating role in linking educational system (innovative vs. traditional) with academic achievement. Students’ autonomous motivation was shown to play a mediating role in linking positive perceptions of school climate with academic achievement.

Conclusion. The elementary school students from developmental education classes compared to their peers from traditional education classes demonstrate more positive profile of academic motivation including lower external motivation, more positive attitude towards school and study; however, the two groups do not differ in the level of intrinsic, identified, and introjected motivations.

Research target: Psychology Education
Language: English
DOI
Text on another site
Keywords: academic achievementschool climateextrinsic motivationself-determination theory intrinsic motivationelementary schoolchildrenEl’konin–Davydov developmental educational system
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