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News
October 8, 2026
HSE Experts Take Part in 23rd Annual Meeting of Valdai Discussion Club
The 23rd Annual Meeting of the Valdai Discussion Club was held from September 28 to October 1, 2026 under the theme ‘Responsibility for the Future: Limits of the Possible, or Limitless Possibilities?’ The forum brought together 120 experts from 40 countries, including representatives of China, the United States, India, Brazil, the United Kingdom, Germany, Egypt, Iran, and Japan.
October 7, 2026
‘Our Team Consists of True Leaders in Their Respective Academic Disciplines
The HSE International Centre of Decision Choice and Analysis studies a wide range of methods for analysing decision-making and possible scenarios for the development of natural, socio-economic, and political phenomena using various mathematical models. The application of advanced mathematical methods to forecasting helps to prevent negative outcomes and avoid erroneous decisions. The HSE News Service spoke to the centre’s director, Prof. Fuad Aleskerov, about its work.
October 6, 2026
International N5 Symposium ‘Neural Networks and Nonlinearity in Nizhny Novgorod Brings Together Scientists from Russia and Serbia
The International N5 Symposium ‘Neural Networks and Nonlinearity in Nizhny Novgorod’ was held at the Nizhny Novgorod House of Scientists from September 23 to 26. The event was organised by HSE University–Nizhny Novgorod and the Nizhny Novgorod House of Scientists, with the participation of Sberbank and the Institute of Physics Belgrade. The symposium was held for the second time: the first conference took place in 2025 and attracted considerable interest from the academic community.

 

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Экономика и управление синдромом выгорания сотрудников: результаты тематического моделирования

Управленец. 2025. Т. 16. № 6. С. 89–105.
Molodchik M., Matkin N.

Job burnout, becoming increasingly widespread lately, reduces employee productivity, which has an adverse impact on global economy. The article presents an analysis of academic publications on the economics and management of job burnout, reveals key topics and shapes the agenda for future research. It builds on a review of over 650 scholarly works addressing burnout syndrome within business, economics, and decision-making theory. Topic modelling based on the BERTopic tool was applied, followed by a subsequent qualitative analysis of the identified themes. We distinguish between 14 topics categorized into three groups: general issues, specific issues, and industry-specific aspects. Most publications focus on the prerequisites and outcomes of burnout in the field of education. Experts adhere to three theoretical frameworks: job demands and resources, conservation of resources, and the multidimensional model of burnout. Research into fundamental burnout mechanisms is of the greatest academic influence, though there is a growing relevance of digitalization issues. According to the studies reviewed, job burn out arises from the imbalance between resources and demands. Measures to prevent this syndrome should be multi-level and aimed at strengthening individual, work-related, and organizational resources. The identified topics revolve around academic, geographical, and industry-specific clusters, which is attributable to the dominant social and economic discourse.

Research target: Economics and Management
Language: Russian
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Text on another site
Keywords: burnoutсиндром выгорания topic modellingburnout management economic burden of burnoutfundamental mechanismsBERTopicуправление синдромом выгоранияэкономические последствия выгоранияфундаментальные механизмы тематическое моделирование BERTopic
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