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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.
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Chapter 20 . Small industrial enterprises in Russia: regional heterogenety of innovative activity development

P. 235–245.
Dubrova T. A., Cherviakova A. A., Esenin M. A., Sala D.

The results of the analysis of the state of industrial  small and medium-sized enterprises in EU-28 and Russia are presented. The measures  are proposed to support and stimulate innovations in the SME sector, taking into account regional features.

 

Language: English
Keywords: small and medium-sized enterprisesregional heterogenety

In book

Enterprises and economies in the face of contemporary challenges
Foundation of the Cracow University of Economics, 2018.
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