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Model of the Influence of Employee Competencies on Performance Considering Burnout

Author

Listed:
  • Lev S. Mazelis
  • Gleb V. Grenkin
  • Kirill I. Lavrenyuk

Abstract

The study was conducted as part of a current task of studying factors in the development of an organization's human capital that have a direct or indirect impact on employee productivity. The set of such factors includes indicators of the level of development of competencies and the degree of burnout of the individual. The work aims to develop economic and mathematical tools that would quantitatively describe the impact of employee competency values on their key performance indicators (KPIs), taking into account the level of burnout determined by the values of loyalty, involvement, and satisfaction. To achieve this goal, a hypothesis is put forward about the possibility of constructing a tool that makes it possible, based on a fuzzy classification of employees by level of competency development, to construct functional dependencies of KPIs on burnout indicators for each category. The initial data used were the results of a self-assessment of competencies and burnout of employees, mainly working in the areas of IT and HR in seven large Russian companies, calibrated by the immediate supervisors of the respondents, and the actual values of their KPIs. The work proposes an approach that includes two stages. As the first step, a fuzzy model is built that makes it possible, based on a weighted integral indicator of competency development with optimal weighting coefficients, to divide the range of values of the integral indicator into categories of uneven size, with the help of which it is possible to predict the achievement of KPIs. As the second step, an econometric model of the dependence of KPI on employee burnout indicators was built using the weighted least squares method to explain the dispersion of KPI values of employees belonging to individual competency categories in a fuzzy formulation, around the expected KPI value. The proposed tool will make it possible to predict the achievement of KPIs by employees depending on the input values of competencies and the level of burnout. In the future, this will make it possible to form an optimal portfolio of well-being program activities that will influence the development of employee competencies and reduce their level of burnout, and, therefore, contribute to the maximum progress in achieving target KPI values.

Suggested Citation

  • Lev S. Mazelis & Gleb V. Grenkin & Kirill I. Lavrenyuk, 2024. "Model of the Influence of Employee Competencies on Performance Considering Burnout," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 23(1), pages 227-250.
    • Handle: RePEc:aiy:jnjaer:v:23:y:2024:i:1:p:227-250
    DOI: https://doi.org/10.15826/vestnik.2024.23.1.010
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    References listed on IDEAS

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    1. Hira Khan & Maryam Rehmat & Tahira Hassan Butt & Saira Farooqi & Javaria Asim, 2020. "Impact of transformational leadership on work performance, burnout and social loafing: a mediation model," Future Business Journal, Springer, vol. 6(1), pages 1-13, December.
    2. Eli Ayawo Atatsi & Jol Stoffers & Ad Kil, 2019. "Factors affecting employee performance: a systematic literature review," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 16(3), pages 329-351, February.
    3. Brown, Sarah & Gray, Daniel & McHardy, Jolian & Taylor, Karl, 2015. "Employee trust and workplace performance," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 361-378.
    4. Guangdong Wu & Zhibin Hu & Junwei Zheng, 2019. "Role Stress, Job Burnout, and Job Performance in Construction Project Managers: The Moderating Role of Career Calling," IJERPH, MDPI, vol. 16(13), pages 1-20, July.
    5. Chenhui Ouyang & Yongyue Zhu & Zhiqiang Ma & Xinyi Qian, 2022. "Why Employees Experience Burnout: An Explanation of Illegitimate Tasks," IJERPH, MDPI, vol. 19(15), pages 1-18, July.
    6. Theodoros Kalandatzis & Alina Hyz, 2021. "Empirical Analysis of the Phenomenon of Job Burnout Among Employees in the Banking Sector," International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), IGI Global, vol. 12(5), pages 116-132, September.
    7. Sergio Edú-Valsania & Ana Laguía & Juan A. Moriano, 2022. "Burnout: A Review of Theory and Measurement," IJERPH, MDPI, vol. 19(3), pages 1-27, February.
    8. Zahara Tussoleha Rony & Heri Dapiy Pardosi, 2021. "Burnout digital monitoring on employee engagement at the company," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 10(7), pages 156-162, October.
    9. Qi Song & Yi Wang & Yang Chen & Jose Benitez & Jiang Hu, 2019. "Impact of the usage of social media in the workplace on team and employee performance," Post-Print hal-02159305, HAL.
    10. Khaled adnan Bataineh, 2019. "Impact of Work-Life Balance, Happiness at Work, on Employee Performance," International Business Research, Canadian Center of Science and Education, vol. 12(2), pages 99-112, February.
    11. Eli Ayawo Atatsi & Jol Stoffers & Ad Kil, 2019. "Factors affecting employee performance: a systematic literature review," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 16(3), pages 329-351, February.
    12. Sara Mehrab Daniali & Sergey Evgenievich Barykin & Farzin Mohammadbeigi Khortabi & Olga Vladimirovna Kalinina & Olga Anatolievna Tcukanova & Elena Konstantinovna Torosyan & Svetlana Poliakova & Sergey, 2022. "An Employee Competency Framework in a Welfare Organization," Sustainability, MDPI, vol. 14(4), pages 1-20, February.
    13. Jina Kim & Hye-Sun Jung, 2022. "The Effect of Employee Competency and Organizational Culture on Employees’ Perceived Stress for Better Workplace," IJERPH, MDPI, vol. 19(8), pages 1-22, April.
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    More about this item

    Keywords

    competency; key performance indicator; burnout process; well-being program; multiple piecewise constant regression; fuzzy set approach.;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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