HR Analytics as a Tool For Developing Managerial Competencіes in the Personnel Management System under Wartime Conditions
DOI:
https://doi.org/10.58423/2786-6742/2026-12-13-28Keywords:
HR analytics, managerial competencies, HR management, HR systems, SMART educational technologies, digital technologies, leadershipAbstract
Under martial law, the personnel management system operates under increased uncertainty, which leads to higher demands on the soundness of management decisions, the quality of management, and the ability of organisations to maintain business continuity. In such circumstances, the use of analytically sound data in the development of management personnel becomes particularly important. The purpose of the study is to substantiate the role of HR analytics in the development of managerial competencies in the personnel management system under martial law.
The article examines the role of HR analytics as a tool for the analytical support of managerial competency development, analyzes the content and evolution of HR analytics, and determines its place in modern management. Four levels of HR analytics are distinguished – descriptive, diagnostic, predictive, and prescriptive – and their interrelationships within the analytical cycle of personnel management are substantiated. Management competencies are analysed as an object of analytical support, their structure, multidimensional nature, and peculiarities of formation are determined, taking into account the conditions of martial law, increased risk, and limited resources.
The research considers analytical methods for assessing managerial competencies, including indicator-based, multi-criteria, expert, and comparative analysis, which enable a scientifically grounded assessment of managerial potential and create a foundation for developing individualized programs for managerial staff development. The possibilities of integrating HR analytics with SMART educational technologies and digital learning platforms are identified, enabling a personalized approach to the development of managerial competencies, the alignment of training activities with the actual needs of organizations, and the continuity of managers’ professional development.
It has been substantiated that the use of analytical data at the stages of planning, implementation, and evaluation of training contributes to improving the soundness of managerial decisions and maintaining the manageability of personnel development processes under conditions of limited resources. It is concluded that HR analytics forms the analytical basis for the development of managerial competencies and expands the possibilities of personnel management under martial law conditions, ensuring the consistency of decisions in the field of managerial staff development and improving the overall quality of management in general.
References
1. Chaudhary, D. (2025). The impact of HR analytics on HR decision-making. International Journal of Scientific Research in Engineering and Management, 9, 1–9. https://doi.org/10.55041/IJSREM49374
2. Falletta, S. V. (2023). In search of HR analytics implementation: Evidence-based HR and people analytics. Journal of Organizational Effectiveness: People and Performance, 10(3). https://doi.org/10.1108/JOEPP-10-2022-0303
3. Huang, X., Yang, F., Zheng, J., Feng, C., & Zhang, L. (2023). Personalized human resource management via HR analytics and artificial intelligence: Theory and implications. Asia Pacific Management Review, 28, 598–610. https://doi.org/10.1016/j.apmrv.2023.04.004
4. Margherita, A. (2021). Human resources analytics: A systematization of research topics and directions for future research. Human Resource Management Review, 31(2). https://doi.org/10.1016/j.hrmr.2020.100795
5. Minbaeva, D. (2022). HR analytics in the era of digital transformation: The value creation perspective. Human Resource Management Review, 32(2). https://doi.org/10.1016/j.hrmr.2021.100850
6. Samsudin, A., Kurniasih, M., Ikaningtiyas, M., Farida, S., Widowati, D., Prabowo, B., & Shafie, N. (2025). The influence of digital HR analytics and digital competence on employee productivity in the Society 5.0 era. International Journal of Research and Innovation in Social Science, 9, 6566–6578. https://doi.org/10.47772/IJRISS.2025.910000536
7. Yoon, S. W., Han, S., & Chae, C. (2024). People analytics and human resource development: A systematic review and future research agenda. Human Resource Development Review, 23(1) https://doi.org/10.1177/15344843231209362
8. Danilkova, A., Shelest, Ye., Mantur-Chubata, O., & Zelena, M. (2022). The role of HR analytics in the system of personnel control and HR management of the enterprise in modern business processes. Bulletin of Khmelnytskyi National University, 2(2), 281–285. https://doi.org/10.31891/2307-5740-2022-304-2(2)-44 [in Ukrainian].
9. Kyfiak, V. I., Kindzerskyi, V. V., & Oliinyk, O. B. (2024). HR analytics as a risk management tool in business: a systemic multilevel approach. Scientific Bulletin of Yuriy Fedkovych Chernivtsi National University. Economics Series, 1, 35–41. https://doi.org/10.32782/ecovis/2024-1-6 [in Ukrainian].
10. Kobets, D. (2024). HR analytics and Big Data as tools of digital human resources management. Bulletin of Khmelnytskyi National University, 330(3), 184–189. https://doi.org/10.31891/2307-5740-2024-330-27 [in Ukrainian].
11. Kostyshyna, T. A., Semykina, A. V., & Kostyshyna, A. I. (2025). HR analytics as a tool for predicting the development of personal potential of employees. Central Ukrainian Scientific Bulletin. Economic Sciences, 13(46).1, 7–19. https://doi.org/10.32515/2663-1636.2025.13(46).1.7-19 [in Ukrainian].
12. Kostyshyna, T. A., Tuzhylkina, O. V., & Kostyshyna, A. I. (2024). Making effective management decisions based on HR analytics. International Scientific Journal “Grail of Science”, 39, 147–155. https://doi.org/10.36074/grail-of-science.10.05.2024.018 [in Ukrainian].
13. Kotsur, A., Ostroverkhov, V., Prokhorovska, S., & Barska, Yu. (2021). HR analytics in the management system of a modern enterprise. Regional Aspects of the Development of Ukraine’s Productive Forces, 26, 93–103. https://doi.org/10.35774/rarrpsu2021.26.093 [in Ukrainian].
14. Nosal, O. M. (2025). Five-step model of HR analytics. Economy and Society, 74. https://economyandsociety.in.ua/index.php/journal/article/view/6059/5999 [in Ukrainian].
15. Puchkova, S. I. (2022). HR analytics as a modern approach to making personnel decisions in business. Effective economy, 10. http://doi.org/10.32702/2307-2105.2022.10.32 [in Ukrainian].
16. Sarkisian, N. A., & Garafonova, O. I. (2025). The impact of SMART HRM on the effectiveness of the enterprise’s HR system in the digital economy. Economic Space, 200, 96–101. http://economicspace.pgasa.dp.ua/article/view/328409/318234 [in Ukrainian].
17. Shaulska, L. V., & Krymova, M. O. (2020). HR analytics as a business management tool in the new economy. Collection of Scientific Papers of the Dmytro Motorny Tavria State Agro-Technological University (Economic Sciences), 1(41), 20–26. https://drive.google.com/file/d/1Os-3WPl9dw-ER5_LTTvQf-msI59RJjuK/view?usp=sharing [in Ukrainian].
18. Shcherbyna, O. V., & Shkurenko, M. I. (2022). HR Analytics: Benefits and Challenges. Strategic Imperatives of Modern Management: VI International Scientific and Practical Conference (Kyiv, October 21, 2022). Kyiv: KNEU, 179–183. https://ir.kneu.edu.ua/server/api/core/bitstreams/e16de03b-5afd-45e3-8990-b55cb2fec541/content [in Ukrainian].
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Oleksandr HRIDIN, Svitlana ZAIKA, Viktor NAGAYEV

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons CC BY-NC License.
