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June 4, 2026
Machine Learning Models Can Help Reduce Volatility and Boost Stock Market Returns
The use of machine learning models makes it possible to achieve greater accuracy in predicting risks in the Russian stock market compared to classical econometric approaches. The predictive power of these models increases by 23%, while the average investor’s return can reach up to 13% per annum. These conclusions were drawn by Nikita Lysenok from the Department of Financial Market Infrastructure at the HSE Faculty of Economic Sciences. The paper has been published in Fundamental and Applied Mathematics.
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Creative Work as a Remedy for Burnout
The creative, supportive atmosphere and innovative methods at the Centre for Sociocultural Research make it appealing to early-career scholars. Over years of working at HSE University, they grow into researchers and lecturers recognised both in Russia and abroad. Chief Research Fellow Zarina Lepshokova and Leading Research Fellow Ekaterina Bushina spoke about their journey at the centre and at HSE, their research, and the role of mentors in their academic success.

 

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Love, Culture, and Well-Being: How Values Moderate the Link Between Relationship Status and Well-Being Across 57 Countries

International Journal of Intercultural Relations. 2025. Vol. 108. Article 102232.
Śmieja M., Walczak A., Cacek J., Górski M., Bond M. H., Gjoneska B., Azhar Hussain M., Joshanloo M., Szumowska E., Yeung V. W., Almakaeva A., Sokolov B., Krys K., Soboleva N.

This study examines the interplay between relationship status, well-being, and values across 57 countries. We hypothesized that individuals in romantic relationships would report higher well-being (measured as happiness, harmony, and meaning in life) compared to singles. We anticipated that in cultures prioritizing relationships, the benefits of being coupled would be amplified, while in societies emphasizing autonomy, the well-being gap would diminish. Specifically, we posited that values prevalent in WEIRD societies (Western, Educated, Industrialized, Rich, and Democratic)–such as self-direction and achievement–would positively moderate the association between relationship status and well-being, whereas values characteristic of non-WEIRD societies–such as tradition and conformity–would have a negative moderating effect. Our findings support that coupled individuals generally report higher well-being; however, the moderating effects of cultural values were more complex than expected. Cultural classifications of WEIRD and non-WEIRD did not consistently explain the well-being gap. Interestingly, in cultures emphasizing conformity, single and coupled individuals both reported greater meaning, leading to an overall decrease in the well-being gap. Conversely, higher self-direction values were associated with a wider well-being gap, with singles experiencing decreased happiness and meaning. These findings suggest that values such as conformity and self-direction exert domain-specific effects on well-being, influenced by broader social context and individual perceptions. Our research highlights the necessity of integrating cultural and individual factors in well-being research to achieve a more nuanced understanding of the quality of life for singles and those in relationships.

Research target: Sociology (including Demography and Anthropology Psychology
Language: English
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DOI
Text on another site
Keywords: culturewell-beingrelationship statusSchwartz valuesculturewell-beingsinglesrelationship statussinglesSchwartz values
Publication based on the results of:
Comparative studies of culture and subjective well-being: differentiation and integration of societies in the context of global challenges (2025)
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