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September 25, 2026
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Research conducted by economists at HSE University has revealed a significant correlation between the regular use of GenAI in the workplace and higher pay among Russian employees. The study found that individuals who frequently use GenAI in their professional activities earn notably more than those who reject these new tools or resort to them occasionally. The salary premium for highly qualified specialists reaches 41.8%. The article was published in the Voprosy Ekonomiki journal.
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A researcher at HSE University analysed data on 1,539 doctoral students from 161 Russian universities to identify which features of a thesis topic are associated with academic success and engagement. The most important factor was found to be personal interest in the research topic, which was associated with almost all key aspects of doctoral programme experience—from engaging with the academic supervisor to research activity and confidence about successfully defending the thesis. The findings have been published in Higher Education.

 

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Domain-Specific Self-Efficacy Scales for Elementary and Middle School Students

Psychology in Russia: State of the Art. 2024. Vol. 17. No. 1. P. 45–66.
Akhmedjanova, D.R.

Background. Self-efficacy refers to students’ perceived confidence in their ability to tackle learning tasks. Research shows that self-efficacy serves as an important predictor of academic achievement and relates to students’ academic success, self-regulated learning, and motivation. It is therefore important to understand how self-efficacy develops and manifests itself in Russian schoolchildren and relates to their academic achievement.

Objective. To establish evidence of the validity and reliability of domain-specific self-efficacy scales developed for elementary and middle school students.

Design. Messick’s unified framework was used to establish validity. The surveys were administered to elementary and middle school students in two regions of Russia.

Results. The pilot testing of the self-efficacy scales for elementary school, using exploratory (n = 972) and confirmatory (n = 972) factor analyses, resulted in a four-factor model, which was later confirmed with a different sample of elementary students (n = 1,392) with good reliability estimates (α = 0.75–0.82). The pilot testing of self-efficacy scales for middle school, using exploratory (n = 583) and confirmatory (n = 584) factor analyses, resulted in a three-factor model, showing excellent reliability estimates (α = 0.88–0.93).

Conclusion. The evidence of construct validity suggests that the domain-specific self-efficacy scales for elementary and middle school students can be recommended for use by researchers and practitioners. The article presents ideas for additional validation studies and future research using domain-specific self-efficacy scales.

Research target: Psychology Education
Language: English
DOI
Text on another site
Keywords: reliabilityvalidityself-efficacymetacognitionself-regulated learning academic achievement
Publication based on the results of:
Longitudinal study of factors influencing school failure (2024)
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