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News
July 9, 2026
HSE Economists Use Search Queries to Forecast Birth Rates
Researchers from the HSE Faculty of Economic Sciences have shown that the accuracy of birth rate forecasts for Russia can be improved by almost 50% by incorporating the dynamics of online search queries related to pregnancy and childbirth into forecasting models. In the best-performing models, the forecasting error fell from 4.6% to 3.2%. The findings have been published in Populations and Economics.
July 8, 2026
HSE Researchers Discover Who Eats Out in Russia-And Why
Around one-third of Russians (31.3%) rarely eat out or buy ready-made meals. The core group of active consumers—those who eat out or purchase prepared food almost every day or several times a week—accounts for only about 9% of the population. These are the findings of a study conducted by the HSE Institute for Social Policy. According to the researchers eating out is no longer a marker of high social status in Russia.
July 8, 2026
HSE University and RREDA Join Forces to Support 2026 Renewable Energy of the Planet Competition
HSE University and the Russia Renewable Energy Development Association (RREDA) have signed a partnership and information cooperation agreement to support Renewable Energy of the Planet—2026, a national competition with international participation for students and early-career researchers. Applications are open on the competition's website until September 20, 2026.

 

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Динамика спроса на навыки и отраслевая структура экономики: анализ развитых и развивающихся стран

Вестник Санкт-Петербургского университета. Серия 5. Экономика. 2022. Т. 38. № 1. С. 65–84.
Telezhkina M.

The paper considers changes in the structure of employment by skill level in countries. Differences in dynamics of the shares of employed with high, medium and low skill levels is traditionally explained by differences in exposure to routine biased technologies, participation in international trade, exposure to offshoring in the country. The current paper contributes to the literature about the drivers and determinants of changes in structure of employment by skill level considering the industrial structure to be the one of main factors. We assume that the dynamics of employees with high, medium and low skill levels depends on the shares of agriculture, manufacturing and service in the economy. Service industry has the largest share of employment; it is highly competitive and prone to the growing influence of large scale technologies. Using the data of 218 countries for the period 1989-2019 we prove that the greater the service industry in the economy, the higher the share of employed in high skill occupations in absolute value and relative to the share of employed in medium skill occupations. The faster the growth of service industry, the higher the growth rate of the number of employed in medium and high skill occupations. The share of manufacturing in GDP, the value of GDP per capita are the significant determinants of the dependent variables. We highlight substantial differences in the models of the structure of employment by skill level and its dynamics in the developed and developing countries, the oil exporting countries.

Research target: Economics and Management
Language: Russian
Full text
DOI
Keywords: развивающиеся страныпанельные данныеdeveloping countriesdeveloped countriesindustrial structureразвитые страныотраслевая структура panel dataemployment by skill levelструктура занятости по уровням навыков
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