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Approach for Intellectual Potential Analysis of the Scientific Institution

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  • F. F. Yusifov

Abstract

An assessment of the intellectual potential of scientific personnel on the platform of electronic demography was carried out. The current situation in the field of forming population registers, conducting demographic studies, as well as a number of works related to the use of new sources of information and big data have been studied. Analyzed studies cover the assessment of human resources, the intellectual potential of the country and issues of scientific migration. To determine the factors influencing the intellectual potential of countries, an analysis of trends in demography and economic activity of the population, the level of education, the system of training and its financing was made. In order to monitor and predict scientific activity in accordance with the existing potential, to conduct analytical and statistical analysis, a Unified Electronic Information System on Scientific Personnel has been created. The article analyzes the intellectual potential of scientific personnel based on registry data on scientific personnel, which are clustered using the k-means method, which is a machine learning algorithm. Based on the results obtained, data on age groups, academic degrees, universities and the number of scientific publications were studied. Subsequent studies will take into account the issues of scientific productivity and scientific migration, which are of great importance in terms of assessing the country’s intellectual potential.

Suggested Citation

  • F. F. Yusifov, 2023. "Approach for Intellectual Potential Analysis of the Scientific Institution," Digital Transformation, Educational Establishment “Belarusian State University of Informatics and Radioelectronicsâ€, vol. 29(3).
    • Handle: RePEc:abx:journl:y:2023:id:778
    DOI: 10.35596/1729-7648-2023-29-3-43-53
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    1. Jurić, Tado, 2021. "Medical Brain Drain From Southeastern Europe: Using Digital Demography to Forecast Health Worker Emigration," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 2(4).
    2. Jurić, Tado, 2022. "Forecasting Migration and Integration Trends Using Digital Demography – A Case Study of Emigration Flows from Croatia to Austria and Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 70(1), pages 125-152.
    3. Henk F. Moed & M’hamed Aisati & Andrew Plume, 2013. "Studying scientific migration in Scopus," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(3), pages 929-942, March.
    4. Delgado, Mercedes & Mills, Karen G., 2020. "The supply chain economy: A new industry categorization for understanding innovation in services," Research Policy, Elsevier, vol. 49(8).
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