HR analytics in the context of increasing labor productivity at industry companies
https://doi.org/10.28995/2073-6304-2022-4-8-19
Abstract
The study highlights the priority and importance of digital technology implementation as one of the key factors in the development of the industry sector. In the context of the digitalization of the industrial sector, approaches to managing the labor productivity of IT specialists are of particular importance. In the field of personnel management, the focus is shifting from traditional methods used in HR analytics, which are limited to providing operational reporting, to predictive analytics, capable of building strategic forecasts by analyzing large amounts of data, allowing enterprises to make management decisions in a timely manner. Determination of cause-and-effect relationships between metrics calculated for various categories of personnel positions helps to prevent the outflow of high-potential specialists. It is noted that the application of the digital profile of the employee is the main component for deep analysis of the factors influencing the labor productivity of the personnel. It is emphasized that the use of artificial intelligence is the most promising innovative technology in HR analytics.
About the Authors
N. Yu. SopilkoRussian Federation
Natal’ya Yu. Sopilko, Dr. of Sci. (Economics), associate professor
bld. 6, Miusskaya Square, Moscow, 125047
V. V. Gorbacheva
Russian Federation
Veronika V. Gorbacheva, postgraduate student
bld. 6, Miklukho-Maklay Street, Moscow, 117198
References
1. Bogatyreva, I.V., Kozhuhova, N.V. and Zheleznikova, E.P. (2018), “Analysis of the current state of labor productivity in Russia”, Russian Journal of Labor Economics, no. 3, pp. 683-698.
2. Chulanova, O.L. (2020), “The possibilities of using descriptive, prognostic, predictive prescriptive analytics as digital trends”, Materialy Afanas’evskikh chtenii [Materials of the Afanasiev Conference], no. 1 (30), pp. 40-49.
3. Eremina, I.Yu., Kolpakov, P.A. and Illeritskaya, A.D. (2021), “Labor markets under the “New Normalcy”. Challenges and opportunities for Russian oil producing companies”, Industrial eсonomics, no. 3, pp. 60-66.
4. Gorbacheva, V.V. and Sopilko, N.Yu. (2021), “Human resource as the main factor in the implementation and development of business intelligence systems in an industrial enterprise”, Science and Art of Management / Bulletin of the Institute of Econom ics, Management and Law of the Russian State University for the Humanities, no. 4, pp. 22-30, DOI: 10.28995/2782-2222-2021-4-22-30.
5. Makarova, E.A. (2022), “Key technologies of digital Transformation in HR: Trends in HR management in Russia”, International Research Journal, no. 1 (115), part. 3, pp. 30–34.
6. Maksimova, K.A. (2021), “Applying HR analytics to make effective management decisions”, Teleskop, no. 4, pp. 144-150.
7. Myullerson, A.A., Belyakova, G.Ya., Dulesov, A.N. and Faskevich, N.V. (2020), “Prospects for digitalization of industrial production”, Moscow Economic Journal, no. 6, pp. 273-283.
8. Rachenko, O.L., Kirichenko, E.A. and Gayazova, E.E. (2021), “The impact of information technology on human resource management”, Bulletin of the Academy of Knowledge, no. 4 (45), pp. 256-259.
9. Sopilko, N.Yu. and Myasnikova, O.Yu. (2021), “The main trends of digital transformation in the economy of the EAEU countries”, Problems of regional economy, no. 2 (47), pp. 207-213.
10. Suloeva, S.B. and Martynatov, V.S. (2019), “The features of the digital transformation of oil and gas enterprises”, Organizer of Production, no. 2, pp. 27-35, DOI: 10.25987/ VSTU.2019.26.70.003.
11. Tereshchuk, E.A. (2020), “Measuring the efficiency of organizational culture in the context of personnel management”, Society and Power, no. 6 (86), pp. 55-64, DOI: 10.22394/1996-0522-2020-6-55-66.
12. Tikhonov, A.I. (2020), “Application of HR-Analytics tools in Russian companies”, Moscow Economic Journal, no. 1, pp. 540-546.
13. Ulyakhina, U.V. (2019), “The Comparative Study of Modern Trends is the HR Area”, Nauka XXI veka: aktual’nye napravleniya razvitiya [Science of the 21st century. Current directions of development], no. 2–2, pp. 76-82.
14. Volkova, A.S. (2020), “HR-analytics in Russia. Current state, challenges and responses”, Russian Journal of Innovation Economics, vol. 10, no. 2, pp. 867-880.
15. Zueva, Z.V. and Katrovskii Yu.A. (2021), “The use of digital technology in personnel management”, Biznes-obrazovanie v ekonomike znanii [Business education in the Knowledge Economy], no. 2 (19), pp. 64–67.
Review
For citations:
Sopilko N.Yu., Gorbacheva V.V. HR analytics in the context of increasing labor productivity at industry companies. RSUH/RGGU BULLETIN. Series Economics. Management. Law. 2022;(4):8-19. (In Russ.) https://doi.org/10.28995/2073-6304-2022-4-8-19