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Mapping the Multidimensional Landscape of Resistance to AI Adoption in Educational Context
Ymer. 2025. Vol. 24. No. 4. P. 299–320.
This study explores why educators resist adopting Artificial Intelligence (AI) in educational settings by mapping the literature’s key themes. Using a systematic review of 2,121 peer-reviewed sources and a mixed-method approach, a bibliometric co-citation analysis was conducted. The results reveal four interconnected dimensions of resistance: (1) user experience and behavioral intentions (e.g. how perceived usefulness and ease of use influence educators’ intent to adopt AI), (2) organizational transformation and readiness (e.g. institutional capacity, culture, and change management affecting AI implementation), (3) ethical and epistemic concerns (e.g. data privacy, bias, and debates over AI’s role in knowledge and teaching), and (4) emotional and psychological factors (e.g. trust, anxiety, and algorithm aversion among educators). Together, these clusters show that resistance to AI in education is not a singular issue, but a multifaceted phenomenon embedded in social context and human factors. The study offers a comprehensive synthesis of this landscape, contributing to organizational behavior theory by highlighting the social, cultural, and emotional dimensions of technology resistance. It also provides practical insights for designing inclusive AI adoption strategies in education, informing future research and policy to foster effective and ethically grounded AI integration.
Кумар В., MSW Management 2026 Vol. 36 No. 1s P. 1746–1753
This study explores how profitability, export efficiency, and cost functionality correlated with the financial sustainability index (FSI) for Indian manufacturing companies and the development of the early warning system. The study was conducted on 50 Indian manufacturing companies those participate in the export business, whose data has been collected for the nine quarters from 2023 ...
Added: May 19, 2026
Tekic A., Nguen C. M., Business Horizons 2026 Article In Press, Journal Pre-proof
Fast-moving consumer goods (FMCG) firms face intense pressure to internationalize, yet the traditional playbook—lengthy R&D cycles, costly market research, and standardized campaigns—often struggles to deliver local relevance at speed. This article argues that crowdsourcing—digitally mediated, large-scale consumer participation—can complement established internationalization tools by mobilizing local knowledge and community endorsement to mitigate key aspects of the ...
Added: May 19, 2026
Ulanov V. L., Springer, 2026.
This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, ...
Added: May 19, 2026
Semerikova E. V., Салов А. И., The Journal of the New Economic Association 2026 Vol. 1 No. 70 P. 221–237
In this paper, we assess the extent of agglomeration externalities that
mirror on labour productivity gains while accounting for the direct and indirect effects
of transportation exposure. To this end we combine data on the local average wage and
employment with comprehensive information on the public transportation and road networks
of the Saint Petersburg Metropolitan Area, one of the ...
Added: May 19, 2026
Voytenkov V., Emerging Markets Review 2026 No. 101482 P. 1–37
This paper examines the effects of the 2008, 2014, and 2020 crises on household consumption patterns in Russian regions. The micro-level analysis is conducted using quarterly data from Rosstat's Household Budget Survey. Dependent variables are expenditure on food at home, out-of-home, alcohol, non-food items, services. Explanatory variables are household characteristics and dummy variables that capture ...
Added: May 18, 2026
Lodiagin B., Nazarova V., Rincon C. J., URBAN, PLANNING AND TRANSPORT RESEARCH 2026 Vol. 14 No. 1
This study applies an established social cost–benefit analysis (CBA), combined with sequential shock scenarios (COVID-19 and the post-2022 sanctions) and Monte Carlo sensitivity analysis, to evaluate the welfare robustness and recovery dynamics of the Pulkovo Airport PPP renovation project (St. Petersburg, Russia). Using traffic, operations, and cargo forecasts through 2040, we compare a pre-shock baseline ...
Added: May 17, 2026
Brodetskiy G., Gerami V., Shidlovskii I. et al., Транспорт: наука, техника, управление 2026 № 3 С. 3–8
В статье предложен специальный метод модификации процедур многокритериальной оптимизации. Он позволяет расширить набор критериев выбора, чтобы учитывать предпочтения лица, принимающего решения (ЛПР) как раз в моделях транспортного обеспечения работы цепей поставок. Реализуется изменение наклона направляющей для линий уровня критерия выбора в пространстве значений частных критериев (с нацеливанием выбора на утопическую точку). Разработаны и представлены требуемые ...
Added: May 17, 2026
Федоров Н. С., Финансовый журнал 2025 Т. 17 № 6 С. 99–112
The DCF model is one of the most commonly used models in valuing companies for investment deci sions. Nevertheless, estimating the accuracy of this model remains an important research question. This article presents an assessment of the accuracy of DCF model specifications based on analyzing the variance of fair share prices of companies listed on ...
Added: May 15, 2026
Федоров Н. С., Финансы и бизнес 2025 Т. 21 № 3 С. 34–50
Currently, the role of artificial intelligence is increasingly playing a significant role in various fields, including the increasing role of machine learning in finance. On the other hand, company valuation remains an important part of research due to its difficulty in correctly predicting the accuracy of target stock prices. This study provides an analysis of ...
Added: May 15, 2026
Подболотова М. И., Адамский А. И., Kolachev N. et al., Высшее образование в России 2026 Т. 35 № 4 С. 21–35
The purpose of the article is to present and justify a pedagogical model of personal
ized feedback based on large language models (LLM) for the educational process in a human
ities-oriented master’s program. The relevance of the study is determined by the objectives of
digital transformation of higher education in the Russian Federation, outlined in Presidential
Decree No. 474 ...
Added: May 4, 2026
Kuryan M., Voronina Y., Нижегородское образование 2026 № 1 С. 61–68
The article addresses the problem of developing English argumentation skills among Russian-speaking students. Now that modern education places an emphasis on the development of complex cognitive skills argumentative competence has become a key element of successful academic communication. However, Russian-speaking learners face certain difficulties in mastering this type of competence within the English-language educational context. The ...
Added: April 11, 2026
Боголюбов Е. А., Труды Института государства и права Российской академии наук 2025 Т. 20 № 6 С. 305–329
The modern challenges facing legal education actualize the appeal to historical experience. The Soviet past continues to have a significant impact on all aspects of legal training. This is most noticeable in the ratio of forms of education. So far, less than half of law students are studying full-time. The rest of the students study ...
Added: February 13, 2026
Sergey M., Бородай О. А., Shcherbakova D. et al., М.: НИУ ВШЭ, Институт образования, 2024.
Educational expectations can determine future career trajectories. Differences in expectations are not always determined by academic performance alone, but are also closely related to the family characteristics of students. The important role of family economic and cultural capital in shaping educational plans and career trajectories is well researched and evidenced. The focus of this paper ...
Added: February 2, 2026
Филатова А. А., Раведовская У. Ю., Obukhov K., Высшее образование в России 2026 Т. 35 № 1 С. 77–95
The article focuses on the strategies that Russian university lecturers use to maintain their professional status amid the active implementation of artificial intelligence technologies, specifically large language models. The objective is to identify and reconstruct the key strategies of symbolic defense and repositioning of the higher education teaching profession in the context of Russian higher ...
Added: January 24, 2026
Akhmedjanova D., Suchkova S., Zharkova N., Journal of Language and Education 2025 Vol. 11 No. 4 P. 112–130
Introduction: Rapid advances in artificial intelligence are reshaping higher education and intensifying debate about the effectiveness, risks, and ethical implications of AI supported learning and academic writing. Yet faculty experiences with AI for research writing remain comparatively underexamined.
Purpose: To examine university faculty members’ experiences and perceptions of using AI tools to support research writing and ...
Added: January 13, 2026
Бондаренко А. М., Karpova N. S., Горбунов И. А., Вестник российского химико-технологического университета имени Д. И. Менделеева: Гуманитарные и социально-экономические исследования 2025 № 16-2 С. 36–42
The article examines the impact of artificial intelligence (AI) tools on the quality in the higher education system. Based on the results of international studies, the key threats are considered: a decrease in motivation, critical thinking and the quality of students' knowledge, as well scaling and dissemination of stereotypical and "secondary" content, the risks of ...
Added: December 4, 2025
Tunkevichus O., Bagrationi K., , in: The Proceedings of the 20th European Conference on Innovation and EntrepreneurshipVol. 20. Issue 1.: Academic Conferences International Limited, 2025. P. 759–766.
AI is rapidly shaping modern higher education in the last 3 years. This paper aims to identify key areas and prospects of readiness to use AI in higher education. The following research question was formulated: What new research directions are observed in the existing discourse on readiness for the spread of artificial intelligence technologies in ...
Added: December 4, 2025
Academic Conferences International Limited, 2025.
These proceedings represent the work of contributors to the 20th European Conference on Innovation
and Entrepreneurship (ECIE 2025), hosted by University of the National Education Commission,
Krakow, Poland on 25-26 September 2025. The Conference Co-Chairs are Dr Iwona Lupa-Wójcik and
Prof. Dorota Murzyn, while the Programme Chairs are Dr Marta Czyżewska and Dr Wojciech
Maciejewski, all from the University ...
Added: December 4, 2025
Karelina I., Аккредитация в образовании 2021 № 1(125) С. 5–12
The article presents a description of university development projects supported and financed by the Russian goverment from 2005 to 2020, and also presents an analysis of the continuity of university development projects, the definition rating as a tool for measuring results and its impact on the influence of universities. ...
Added: December 3, 2025
Karelina I., Университетское управление: практика и анализ 2024 Т. 28 № 4 С. 5–10
The article presents an overview and analysis of systemic changes, including regulatory ones, that occurred in the higher education system from 2018 to 2024 and are planned within the framework of national projects for 2025-2030. ...
Added: December 3, 2025
Bagrationi K., Организационная психология 2025 Т. 15 № 3 С. 124–159
Purpose. To refine the conceptual understanding of “strategic thinking” in light of the changes that have taken place in the research field over the past few decades.
Methodology and study design. A bibliometric analysis of publications from 1962 to 2024, retrieved from the Scopus database and related to strategic thinking. The study utilized a frequency-based approach ...
Added: December 3, 2025
Kotelnikov M., Журнал социологии и социальной антропологии 2025 Т. 28 № 4 С. 146–176
The article is devoted to the analysis of socio-cultural reasons influencing the choice of "literary" specialties by young people from families with low socioeconomic status, as well as the contradictions, difficulties and advantages associated with this choice. Based on in-depth interviews with 11 informants from various cities of Russia (current and recent students), the author ...
Added: December 2, 2025
Устинова Н. П., Antipkina I., Мир психологии. Научно-методический журнал 2025 № 3(122) С. 143–154
The study examined the factors of the attitude of university teachers to tests as a method of assessing educational results. On a sample of 160 university teachers, it was shown that a more negative attitude to tests was negatively associated with the self-assessment of the teacher’s knowledge in the field of methodology for creating tests ...
Added: November 20, 2025
Баранников К. А., Ananin D., Стрикун Н. Г. et al., Вопросы образования 2023 № 2 С. 33–69
The paper delivers the results of the study analyzing the established advanced practices of combining distance and face-to-face forms of learning in higher education. The key criterion for hybrid learning is the ratio of synchronous and asynchronous online formats in the learning process, and its essential basis — the learner’s agency. The praximetric analysis of ...
Added: November 18, 2025