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AI in Vocational Training: A Qualitative Interview Study of Early-Stage Practitioners in the Real Estate Brokerage Industry in China
Educational studies. 2024. Vol. 1. No. 3. P. 180–200.
Wang F.
This study aims to unveil the individual and sectoral factors influencing the integration and utilization of artificial intelligence (AI) in vocational training among early-stage practitioners in China's real estate brokerage industry. The study involved in-depth interviews with 33 participants, each possessing less than two years of industry experience and demonstrating either experience with or a keen interest in AI applications. Rooted in the transformative potential of AI in vocational training, thematic analysis was employed to reveal the intricate interplay of individual factors—motivation, attitude, self-efficacy, and digital literacy—alongside sectoral elements such as policies, practices, and organizational culture. The findings illuminate the significant impact of these factors on the acceptance and utilization of AI, underscoring the complexity of participant attitudes, shaped by perceived usefulness and ease of use. Diverse levels of self-efficacy and digital literacy among participants regarding AI adoption were also evident. On the sectoral front, policies play a dual role, either providing support or imposing restrictions on AI adoption, while practices and organizational culture wield substantial influence over the opportunities and challenges associated with AI use. These empirical insights and best practices offer stakeholders valuable guidance to enhance employability and productivity in this ever-evolving industry. Importantly, this study advocates for a more inclusive approach in future research, addressing limitations in sample representativeness and recommending the integration of quantitative methodologies. This approach is crucial for fostering a comprehensive understanding of AI utilization in vocational training, ensuring robust insights for future advancements in the industry.
Language:
English
Издательство Центра современных образовательных технологий, 2025.
This collection contains materials from the Second International Scientific and Practical Forum
"Teaching Arabic in the Modern World: Traditions and Innovations," held on November 15-16, 2025, by the Sheikha Fatima bint Mubarak Educational Center at the E.M. Primakov Regional Gymnasium, an autonomous non-profit general education organization, in partnership with the Institute of Oriental Studies of the ...
Added: July 28, 2026
Nefedova A., Marinina E. I., Antonova E. et al., М.: ИСИЭЗ ВШЭ, 2026.
В работе отражены результаты масштабного социологического исследования возможностей по реализации индустриальной аспирантуры, выполненного Институтом статистических исследований и экономики знаний Национального исследовательского университета «Высшая школа экономики» (ИСИЭЗ НИУ ВШЭ)
при поддержке Минобрнауки России. Рассмотрена международная практика применения подобного формата подготовки научных кадров высшей квалификации. Приведены мнения представителей университетов и компаний о востребованности и перспективах индустриальной аспирантуры в нашей стране, а также суждения ...
Added: July 28, 2026
Степанов С. К., Иноземцев М. И., Закон 2026 № 7 С. 193–203
In 2022, the European Commission introduced a draft directive on liability for harm caused through the use of artificial intelligence systems. The hallmark of the proposal lies in its decision to retain a fault-based liability regime, even when harm arises in connection with the deployment of AI technologies. The draft further includes several procedural mechanisms ...
Added: July 27, 2026
Lodiagin B., Petrov V., International Journal of Innovative Research and Scientific Studies 2026 Vol. 9 No. 7 P. 127–141
This study compares seven Russian regional airport public-private partnership projects to examine how governance arrangements relate to implementation performance and adaptation under uncertainty. The analysis draws on public documents, project-participant materials, industry reports, and business media available by May 2026. A qualitative multiple-case design combines thematic analysis with cross-case synthesis. The cases range from comparatively ...
Added: July 27, 2026
Pashkov S., Социологический журнал 2026 Т. 32 № 2 С. 32–44
This article discusses the methodological possibilities and specific features of constructing chain indices based on longitudinal sociological data. The relevance of the study stems from the shortage of diverse socio-economic indicators for promptly tracking fluctuations in the expectations and intentions of small business owners under heightened uncertainty. The authors show that the chain index methodology ...
Added: July 27, 2026
Думкин Н. А., Alexandrov D., Прозорский М. А., Труды Института системного программирования РАН 2026 Т. 38 № 1 С. 255–274
A theoretically sound approach to adaptive client-side video fragment restoration is proposed using
machine learning and scene analysis methods. The method includes a formal problem statement, a finite-state
machine model for decision making, a restoration cost function, and a new stage in video preparation: scene
dynamics assessment followed by recording a feature in an HLS playlist. This feature ...
Added: July 27, 2026
Cham: Springer, 2026.
This open access set, LNAI 16688-16689, constitutes the proceedings of the 13th International Joint Conference, IJCAR 2026, held in Lisbon, Portugal, during July 26–29, 2026.
The 41 full research papers and 8 short papers included in these two volumes were carefully reviewed and selected from 112 submissions. The papers cover the following topical sections:
Part I: Theorem ...
Added: July 26, 2026
Slabolitskiy I. S., Экономический журнал Высшей школы экономики 2026 Т. 30 № 2 С. 215–244
This paper proposes a new approach for modeling and forecasting key indicators of Russia's foreign economic activity based on a block-based architecture of a Bayesian Vector Autoregression model with exogenous variables (BVARX). In conditions of high external uncertainty and the absence of publicly available data on the physical volumes of foreign trade since 2022, the ...
Added: July 24, 2026
Scientific publishing house Infinity, 2026.
These Conference Proceedings combine materials of the conference –
research papers and thesis reports of scientifi c workers. They examine technical,
juridical and sociological aspects of research issues. Some articles deal
with theoretical and methodological approaches and principles of research
questions of personality professionalization. ...
Added: July 24, 2026
Лобоцкий М. Ю., Komarov M. M., Zaramenskikh E., Бизнес-информатика 2026 Т. 20 № 2 С. 7–21
By early 2026, AI agents ceased to be experimental tools and began to be considered as a form of business process automation. Based on the analysis of in-depth interviews, an expert session, a quantitative survey of Russian companies, and sources reflecting Russian and foreign experience in the deployment of AI agents, a fivelevel maturity model ...
Added: July 24, 2026
Maloshonok N., Журнал исследований социальной политики 2026 Т. 24 № 2 С. 331–352
Дальневосточный федеральный округ (ДВФО) сталкивается с дефицитом высококвалифицированных кадров, что актуализирует вопросы качества высшего образования и формирования человеческого капитала в регионе. Одним из инструментов оценки образовательной среды в международной практике выступает концепция студенческой вовлеченности, рассматриваемая как индикатор участия студентов в образовательных практиках, способствующих обучению и развитию. Цель статьи заключается в выявлении особенностей студенческой вовлеченности в вузах ДВФО и определении их значения для образовательной политики региона. ...
Added: July 23, 2026
Edward R. Rzaev, Aleksandr Y. Romanov, Andrey M. Sukhov, IEEE Access 2026 Vol. 14 P. 2169–3536
This work presents a hierarchy of strictly local fault-tolerant routing algorithms for 3D mesh networks-on-chip, culminating in an algorithm that combines a live-neighbor selection rule with a bounded single-hop rollback mechanism. The proposed algorithms operate exclusively on immediate neighbor information, maintain O(1) per hop complexity, and require no global topology knowledge, additional virtual channels, or ...
Added: July 23, 2026
Zhuravleva T., Afanasev K., Engelmann J. et al., / Series "SSRN Working Paper Series". 2026.
Extortionary ("harassment") bribery can persist even when widely condemned, consistent with a coordination problem sustained by beliefs about what others do and what others consider acceptable. We study whether a minimal institutional featurethe presence of a third-party monitor empowered to punish-shifts (i) normative expectations about extortion and compliance and (ii) empirical expectations about their prevalence. ...
Added: July 22, 2026
Pislyakov V., Вестник Томского государственного университета. Филология 2026 № 101 С. 175–192
This article examines the use of proverbs in academic texts—specifically, articles published in Russian research journals. For the experiment, ten proverbs were selected as the intersection of two fundamentally different paremiological surveys aimed at compiling lists of popular or common Russian proverbs. One of these surveys was conducted by the classic of paremiology, G.L. Permyakov, ...
Added: July 22, 2026
Korogod D., Shapeev A., Novikov I., Physical Review B: Condensed Matter and Materials Physics 2026 Vol. 114 No. 2 Article 024104
We present two models with explicit long-range electrostatics in the form of Coulomb interactions. Both models include point charges depending on their local atomic environments, and the second model also conserves a total charge of an atomic system. We combine the proposed long-range models with the local moment tensor potential (MTP) and demonstrate that they ...
Added: July 22, 2026
Sozykin K., Rybin N., Chertkov A. et al., Physical Review B: Condensed Matter and Materials Physics 2026 Vol. 113 No. 22 Article 224111
The global optimization of atomic clusters represents a fundamental challenge in computational chemistry and materials science due to the exponential growth of local minima with system size (i.e., the curse of dimensionality). We introduce a framework that overcomes this limitation by exploiting the low-rank structure of potential energy surfaces through tensor train (TT) decomposition. Our ...
Added: July 22, 2026
Veselitskaya N., Malekova D. K., European Journal of Futures Research 2026 Vol. 14 P. 1–13
Foresight methods are often treated as transferable tools whose selection depends mainly on the object of analysis, the time horizon or the available data. This article argues that such a view is incomplete because foresight methods are embedded in governance settings and perform different institutional functions across them. The article does not claim that the ...
Added: July 22, 2026
Shekova E., Коваленко Б. Б., Екатерининская А. А. et al., СПб.: Академия русского балета им. А.Я. Вагановой, 2026.
Сборник статей посвящен актуальным проблемам управления творческими коллективами, финансированию государственных балетных театров, особенностям современных проектов и бизнес-планированию в сфере хореографического искусства. ...
Added: July 21, 2026
Tyurkin M., Azamat A., Cham: Springer, 2025.
This chapter explores the role of tokenization in blockchain technologies. Tokenization is a key enabler of the smart circular economy and organizational sustainability. Tokenization involves converting assets or value into digital tokens on a blockchain. This process offers new opportunities to enhance resource efficiency, transparency, and accountability within circular economy initiatives. By leveraging blockchain’s immutable ...
Added: July 20, 2026
Dormidontova Y., Central European Business Review 2026 Vol. 15 No. 2 P. 69–90
This study examines the individual factors of artificial intelligence (AI) implementation by small and medium-sized enterprise (SME) owners, based on a survey of 499 respondents in Russia. Drawing on Innovation Diffusion Theory, the Technology Acceptance Model (TAM), and stakeholder-oriented sustainability approach, the analysis shows that SME owners who already use AI for private purposes are ...
Added: July 7, 2026
Stoyanova O., Окусков И. С., Бизнес-информатика 2026 Т. 20 № 2 С. 81–93
The integration of artificial intelligence (AI) into information technologies is reshaping competency requirements for IT specialists. However, AI competency penetration into the early phases of the Software Development Life Cycle (SDLC) – requirements analysis and planning – remains underexplored. Existing studies either rely on static competency models lacking empirical validation or analyze the labor market ...
Added: July 5, 2026
Ershova N. V., Журнал институциональных исследований 2026 Т. 18 № 2 С. 82–97
This article, based on a survey data from 1,860 Russian manufacturing enterprises, analyzes the
scale of enterprise participation in science-industry collaboration (SIC), defines the characteristics of
enterprises that are more actively involved in SIC, and identifies regional institutional factors that
contribute to increased enterprise participation in SIC using correlation analysis. It is shown that
Russian manufacturing firms are very ...
Added: July 3, 2026
Kuzminov Y., Kruchinskaia E., Россия в глобальной политике 2026 Т. 24 № 4 С. 92–109
В статье анализируется структурный разрыв между увеличивающейся когнитивной нагрузкой и снижающейся отдачей от неё. Подход, при котором развитие научных и образовательных школ, ориентированных на тренировку суждения, может стать альтернативой количественному наращиванию вычислительных мощностей, которое служит основной стратегией Китая и США. Применительно к России традиция фундаментального образования и сильных исследовательских школ приобретает в новых условиях значение ...
Added: July 1, 2026
Vladislav L. Zhdanov, Antrushina K., Philosophies 2026 Vol. 11 No. 4 Article 102
This study presents an interdisciplinary examination of the intersections between human capital theory, philosophical interpretations of property, and contemporary housing and aspirational patterns in Germany and the United Kingdom. Drawing upon classical economic thought, Hegel’s philosophy of right, and Marx’s theory of alienation, the analysis demonstrates that falling homeownership rates and the reorientation of youth ...
Added: June 25, 2026