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  • Влияние личных факторов на изменение стратегических намерений малых предпринимателей в условиях экзогенных шоков: анализ лонгитюдных данных
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News
August 25, 2026
Scientists Develop Algorithm for More Reliable Processors in Data Centres
Researchers from HSE MIEM and Samara University have developed the LRF-3D algorithm to automatically bypass idle nodes in three-dimensional networks-on-chip. Thanks to its hierarchical architecture, the algorithm outperforms existing solutions in both speed and path accuracy, improving processor reliability for use in data centres, supercomputers, and AI computing. The source code and test results are publicly available.
August 24, 2026
Researchers Develop Method for Direct Generation of Regulatory DNA
Researchers at HSE University have developed a model for generating promoters and enhancers—DNA sequences that regulate gene activity. The model works directly with DNA nucleotides, without first transforming them into a continuous numerical representation. This solution could be useful for applications in synthetic biology and gene therapy. The study results were presented at the ICLR 2026 Workshop ‘Generative AI in Genomics (Gen^2): Barriers and Frontiers.’
August 21, 2026
Social Integration: At the Crossroads of Knowledge and Values
The International Laboratory for Social Integration Research (ILSIR) at HSE University studies the challenges faced by vulnerable groups and explores ways to help them participate fully in everyday life. To develop effective solutions, the laboratory’s researchers combine cutting-edge methods with practical fieldwork. In this interview with the HSE News Service, Laboratory Head Elena Iarskaia-Smirnova discusses the laboratory’s work.

 

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Влияние личных факторов на изменение стратегических намерений малых предпринимателей в условиях экзогенных шоков: анализ лонгитюдных данных

Мониторинг общественного мнения: Экономические и социальные перемены. 2025. № 4. С. 175–201.
Pashkov S., Chepurenko A., Егорова А. И.

This article analyzes the impact of changes in motivation and the evaluation of business conditions on the strategic intentions of small business owners in the context of external shocks. The empirical basis of the study is drawn from the FOM Small Business Longitudinal Survey (initiated in 2021, initial N = 768 individuals). The analytical methodology employs generalized estimating equations (GEE) to fully account for the effects of panel data.

The study reveals that for the majority of respondents, motivation remains stable, although their assessments of the external environment and business performance exhibit slight variability. Changes in motivation, whether from opportunity to necessity or vice versa, are not necessarily driven by changes in current business income but are strongly associated with the evaluation of the overall economic situation. A deterioration in the economic environment may lead to a shift in motivation from opportunity to necessity, whereas improvements can trigger a shift from necessity to opportunity motivation. Changes in motivation in both directions influence entrepreneurs’ strategic intentions, with a significantly stronger effect observed for negative transitions (from opportunity to necessity motivation). An increase in business income has a significant positive effect on changes in entrepreneurs’ strategic intentions, while a decline in income exerts a significant negative effect.

This study is the first to establish a link between changes in business owners’ strategic intentions and their assessments of changing business conditions, current income levels, and owners’ education.]

Research target: Economics and Management Sociology (including Demography and Anthropology
Language: Russian
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Text on another site
Keywords: мотивациястратегиямалое предпринимательствоstrategymotivationлонгитюдlongitudeexternal shocksвнешние шоки small entrepreneurship
Publication based on the results of:
The Impact of External Shocks and Restrictions on the Strategies of Economic Agents in the Context of the New Reality (2025)
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