No 3 (2026)
- Year: 2026
- Articles: 7
- URL: https://vektornaukipedagogika.ru/jour/issue/view/54
- DOI: https://doi.org/10.18323/3034-2996-2026-3-66
Motivational factors of student participation in non-profit organizations within the service learning program
Abstract
Abstract: Problem. The expansion of cooperation between universities and non-profit organizations within the Service Learning program raises the issue of factors that sustain students’ interest and their willingness to contin-ue engaging with NPOs. The relationship between professional, organizational, and value-based foundations of such participation remains insufficiently explored in the Russian university context. Aim. To identify and characterize the motivational factors underlying students’ participation in non-profit organizations within the Service Learning program and to determine persistent and changing trends in comparison with the results of the previous empirical study. Methods. A descriptive cross-sectional survey was conducted among 90 students of Southern Federal Univer-sity. The purposive criterion-based sample included participants in projects identified by their respective faculties as the most successful projects implemented during the 2025/26 academic year. The survey addressed students’ experi-ence of interaction with NPOs, preferred forms of participation, perceived competency-development potential, and motivational factors. Absolute frequencies and percentage distributions were calculated; comparison with the 2024/25 data was descriptive and did not involve statistical significance testing. Results. A total of 81.1 % of respondents worked on tasks proposed by NPOs, 91.2 % reported a positive effect of participation on their under-standing of social problems, and 88.9 % stated that they were willing to continue cooperation or would consider do-ing so if an interesting project were available. The most frequently reported factors were opportunities to apply pro-fessional knowledge in practice (58.9 %), flexible scheduling and consideration of academic workload (56.7 %), career prospects (54.4 %), understanding the project’s social impact (38.9 %), and support from university and NPO supervisors (33.3 %). The proportion of students working on NPO-proposed tasks was higher than in the previous survey (81.1 % vs. 70.3 %), while the level of stated willingness to continue cooperation remained comparable. Conclusions. The identified motivational foundations can be analytically grouped into professional-practical, organ-izational-pedagogical, and value-meaning dimensions. Students’ stated willingness to continue engaging with NPOs is accompanied by the perceived importance of the professional applicability of their experience, organizational ac-cessibility of participation, and understanding of the social outcomes of project activities.
7-15
AI literacy and critical evaluation of generative AI content: structure and gaps in future teachers’ competence
Abstract
Abstract: Problem. Generative artificial intelligence has become an everyday tool for future teachers before it became a subject of professional training. Since its content is persuasive in form but opaque in source and depends on the wording of the prompt, spontaneous experience of working with it forms only individual components of AI literacy and critical AI evaluation skills; which ones remain deficient has not been established empirically. Aim. To identify the structure of AI literacy and critical AI evaluation skills of future teachers in evaluating generative AI content, which develops outside pur-poseful instruction; to determine their deficient components requiring special formation. Methods. A diagnostic survey of 141 students majoring in education at Pitirim Sorokin Syktyvkar State University was carried out in June 2026 via a chatbot on the VKontakte social network. The author’s questionnaire included 21 closed-type tasks, fifteen of which form a competence scale (maximum score – 15, KR-20 = 0.69), correlated with five components of AI literacy and critical AI evaluation skills. The groups were compared using the Mann–Whitney U-test with Holm correction. Results. The mean value of the final score was 8.36 (maximum – 15), which corresponds to 55.7 % of model answers. The reflective-critical component is developed noticeably more strongly than the others (76.8 %), while the value-motivational (40.9 %) and cognitive (42.6 %) components are the least developed. The score is higher among those who master techniques for con-structing structured prompts (9.88 versus 7.44, where p = 0.0004) and among those who verify the AI-generated result (8.80 versus 6.06, where p = 0.0018). Conclusions. Spontaneous experience develops wariness and the habit of verifica-tion, but it provides neither knowledge about the nature of generation errors, nor techniques for managing the prompt, nor an attitude towards open declaration of AI use. The value-motivational and cognitive components require priority devel-opment, building on the existing reflective-critical component.
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Professional uncertainty in the managerial activity of school principals: content, sources, and coping strategies
Abstract
Abstract: Problem. Traditional administrative algorithms demonstrate institutional inefficiency, requiring school principals to exercise cognitive flexibility, high managerial resilience, and the ability to shift planning paradigms. There is an acute scientific and practical need for a comprehensive study of objective situations that determine the sustainability of educational systems and for developing new models of scientific-methodological and psychological support for the principal corps. Aim. To identify and systematize the main sources of professional uncertainty in the managerial activity of school principals, as well as to describe typical coping strategies based on empirical data obtained from a Russian sample. Methods. The empirical basis of the study consisted of the results of a survey of educational organization leaders conducted using the standardized methodology “School Management under Conditions of Uncertainty.” The study sample (N = 91) represents predominantly experienced principals of large urban and rural schools with managerial tenure ranging from 1 to 30 years. The authors applied frequency analysis of closed-ended questions and thematic coding of open-ended responses, as well as qualitative content analysis of answers to open-ended survey questions. Results. Based on the empirical study, the phenomena of “autonomy diffusion”, management decentral-ization, and distortion of planning time horizons were verified. Four situations determining school sustainability were identified and substantively described: institutional stress, personnel-psychological deficit, leader’s managerial resilience, and the social-communicative context of interaction with stakeholders. The sociological dichotomy of adaptation strategies in urban and rural schools was revealed. The necessity of transitioning the system of continuing professional development for principals from clas-sical managerial models to institutional models of comprehensive support was substantiated. Conclusions. The shift in the man-agement paradigm of a school principal under conditions of uncertainty is an objectively driven process of transition to distribut-ed leadership and scenario-based micro-planning. Ensuring the managerial resilience of a modern school cannot be achieved solely through the internal resources of the principal. Modernization of the continuing professional development system is re-quired through the creation of a comprehensive support ecosystem (legal, methodological, and supervisory) that minimizes insti-tutional noise and preserves the human potential of educational organization leaders.
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Russian as a foreign language; Chinese students; A2 level; collocations; Russian-Chinese learner’s glossary; teaching written speech; education-related vocabulary; professional vocabulary; teaching methodology for Russian as a foreign language
Abstract
Abstract: Problem. One of the most persistent challenges in teaching Russian as a foreign language at the A2 level is the transition from knowledge of individual thematic words to their normative use in written speech. Chinese students are able to recognise education-related vocabulary but encounter difficulties in selecting a typical lexical partner and in the grammatical structuring of these collocations within a sentence. Aim. To determine the potential of using a Russian-Chinese learner’s collocation glossary in the field of education for developing skills in using target collocations in writing among A2-level Chinese students and to identify the types of errors that persist after working with the glossary. Methods. The study employs a pilot qualitative-descriptive design. The material comprises 18 sets of written assignments completed during two classroom sessions. The approbation included three stages: an initial assessment without any special support, practice without the glossary, and practice with the glossary. The units of observation were collocations, sentences, and short cohesive texts. Results. It was found that students are more con-fident in recognising ready-made collocations than in producing them in writing. Prior to consulting the glossary, the most common errors involved inappropriate selection of lexical partner and random thematic substitutions; after working with the glossary, such errors decreased. However, errors in agreement, case government, and inflectional word-forms persisted. Conclusions. The Russian-Chinese glossary facilitates more accurate written use of educa-tion-related collocations, but its effectiveness increases when combined with targeted exercises on grammatical transformation, contextual use, and the construction of brief micro-texts.
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Individualization of educational trajectories (IET): problems, opportunities, and implementation practices
Abstract
Abstract: Problem. Expanding the variety of educational programs and increasing the number of elective components are not sufficient conditions for meaningful individualization of learning. The research problem is to identify a configura-tion of organizational, advisory, and digital mechanisms that ensures informed choice and subsequent adjustment of the student's educational trajectory. Aim. To determine the management conditions under which student selection of educational program elements ensures meaningful individualization, rather than being limited to a formal expansion of the list of electives. Methods. The study was conducted using qualitative comparative case study analysis with targeted document analysis of Russian and international practices. Cross-case comparison, methodological synthesis, and triangulation of data from peer-reviewed publications, regulatory legal acts, and official university documents were used. Results. It was established that meaningful individualization is determined by the consistency of four inter-connected mechanisms: the architecture of the educational program with transparent choice points, academic support, digi-tal recording of the educational route, and management monitoring. A three-loop, resource-adapted model was developed, including mandatory, extended, and digital-analytical loops, as well as a six-stage algorithm for designing an individual educational trajectory and a system of indicators for assessing its implementation. Conclusions. Individualization of edu-cational trajectories should be viewed not as a set of individual elective opportunities, but as a holistic management con-figuration linking educational choice, support, digital recording, responsibility distribution, and outcome assessment. The proposed model forms a methodological basis for pilot implementation, although verification of its resource feasibility and educational effects requires subsequent empirical testing.
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Browser-based interactive coding: an experimental evaluation of the Art-Vire web environment for an introductory Verilog course
Abstract
Abstract: Problem. In engineering education, there is a significant gap between the complexity of digital device design using FPGAs and the cognitive accessibility of introductory training. Traditional CAD systems (Quartus) require a lengthy synthesis and firmware flashing cycle, which creates a high cognitive load for students at the initial learning stage, reduces the frequency of code experimentation, and hinders the formation of stable practical skills. Aim. To experimentally verify whether the Art-Vire environment, with instant feedback and multimedia principles, provides statistically significant im-provements in objective Verilog learning outcomes compared to the traditional FPGA cycle. Methods. A quasi-experimental study was conducted with control and experimental groups (n = 12 each). Participants – 24 third-year stu-dents without Verilog experience but with basic knowledge of digital logic – were randomly assigned to groups. Group homogeneity was confirmed by pre-testing (p > 0.05, Mann–Whitney U-test). The experimental group (Art-Vire, instant compilation) and the control group (Quartus + Cyclone IV, 3–15 min synthesis and firmware flashing cycle) completed five identical tasks of increasing complexity. The following parameters were recorded: task completion time, proportion of completed projects, final test score, and number of experimental code modifications. Statistical analysis involved non-parametric Mann–Whitney U and Pearson's chi-squared χ2 tests, with α = 0.05. Results. The reduction in task completion time in the experimental group was 87.0 % (from 187.5 to 24.3 min; U = 0, p < 0.001, r = 0.81). The proportion of students successfully completing all five projects increased from 41.7 % to 91.7 % (χ2 = 6.75, p = 0.009, φ = 0.53). Final test scores in the experimental group were statistically significantly higher (26.4 ± 2.1 vs. 21.7 ± 3.8; U = 38.5, p = 0.008, r = 0.54). The number of creative code modifications increased from 16.7 % to 75.0 % (χ2 = 8.31, p = 0.004, φ = 0.59). Conclusions. The Art-Vire environment provides statistically significant reductions in task completion time, increased project comple-tion rates, improved test scores, and enhanced student creativity compared to the traditional FPGA cycle.
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Professional transformativity as a result of anticipatory training of future construction technicians in the context of industry digitalization
Abstract
Abstract. Problem. Digitalization of the construction industry changes the content of professional actions of a con-struction technician. Working with an information model, digital documentation, and interrelated project data requires not only proficiency in software tools. The specialist faces changes in initial conditions, the need to revise a previously adopt-ed decision, and the assessment of the consequences of its correction. A pedagogical contradiction persists between train-ing to perform mastered operations and training for professional changes. Professional transformativity is understood as the ability of a future construction technician to restructure the mode of professional action when the conditions of a task change. Aim. To substantiate professional transformativity as a result of anticipatory training of future construction techni-cians and to reveal its connection with the change in the content of professional education during the digitalization of the construction industry. Methods. A theoretical analysis of 20 scientific publications from 2019–2026 was conducted, devoted to the digitalization of construction, BIM education, workforce training for Construction 4.0, the updating of pro-fessional competencies, and digital pedagogy. Comparative analysis, content grouping of scientific propositions, and peda-gogical modeling were applied. The requirements of digital construction practice were compared with educational outcomes presented in studies on professional training. Results. A shift in the industry's demand was established – from proficiency in a specific digital tool to the ability to work with a changing professional situation. An understanding of pro-fessional transformativity as an integrative outcome of training was substantiated, combining a meaningful attitude toward professional changes, understanding of connections between task elements, restructuring of the mode of action, reflection on the adopted decision, and independent choice of a professional position. It was shown that the anticipatory nature of training is connected not with studying the maximum possible number of digital programs, but with teaching the transfor-mation of a previously mastered mode of activity when task conditions change. Conclusions. Professional transformativity expands the outcome of training a construction technician beyond the reproduction of a fixed algorithm. Its development requires involving students in learning situations where the digital model becomes a means of analyzing changes, verifying a solution, and subsequently revising one's own actions.
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