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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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Doctoral Education Worldwide: Key Trends and Realities

Ch. 19. P. 467–490.
Yudkevich M. M., Altbach P. G., De Wit H., Rudakov V.

Trends and Issues in Doctoral Education: A Global Perspective serves two simple yet complex purposes—to understand the current realities in doctoral education in key countries and to examine current and proposed reforms. Fourteen country case studies and one regional case study present a range of global practices and focus on key issues facing doctoral education worldwide. Together with the literature review and the analysis of changes in doctoral education around the world over the past three decades by Maresi Nerad, the case studies provide the basis for this concluding discussion of the broader issues and themes suggested by the previous chapters.

Language: English
Text on another site
Keywords: doctoral education
Publication based on the results of:
Agents of higher education under reforms: universities, professors, students (2020)

In book

Trends and Issues in Doctoral Education: A Global Perspective
Sage, 2020.
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