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A Fuzzy Model for Personnel Risk Analysis: Case of Russian-Finnish Export-Import Operations of Small and Medium Enterprises

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Listed:
  • Tatiana Yu. Kudryavtseva
  • Angi E. Skhvediani
  • Maiia S. Leukhina
  • Alexandra O. Schneider

Abstract

Small and medium enterprises (SMEs) have limited resources for balancing risks which occur during international activities. The main hypothesis tested in this research is that the qualification of employees is the main area of personnel risks in cross–border cooperation. The fuzzy-logic model for personnel risks analysis was developed for quantification of the risks related to international activities. First, different risk factors and their elements were identified and formulated as linguistic variables. Second, with the use of experts’ judgments, a fuzzy logic-based system was constructed and evaluated. Risk level was calculated using MATLAB fuzzy logic toolbox and its factors were ranked accordingly. This model was applied to survey data from SMEs on Russia-Finland import-export operations during the 2020 – 2021 period. The personnel risk related to export-import Russia - Finland operations belonged to the above-average risk levels. Based on a more detailed analysis of risk elements, such elements as personnel development and training had the greatest coefficient and is an obvious high-risk area. The second highest value of the risk coefficient belonged to the element associated with personnel management. The lowest value belonged to elements related to motivation and recruitment processes. Therefore, theoretical contribution of the article is a model which allows us to quantify and identify micro-level personnel related risks in cross-border cooperation and present linguistic interpretation of these risks. This model can be use in practice by managers of specific SMEs or policy makers for obtaining broader and more representative results on risks related to international activities.

Suggested Citation

  • Tatiana Yu. Kudryavtseva & Angi E. Skhvediani & Maiia S. Leukhina & Alexandra O. Schneider, 2023. "A Fuzzy Model for Personnel Risk Analysis: Case of Russian-Finnish Export-Import Operations of Small and Medium Enterprises," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 22(3), pages 683-709.
  • Handle: RePEc:aiy:jnjaer:v:22:y:2023:i:3:p:683-709
    DOI: https://doi.org/10.15826/vestnik.2023.22.3.028
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    1. Alexis Catanzaro & Christine Teyssier, 2021. "Export promotion programs, export capabilities, and risk management practices of internationalized SMEs," Small Business Economics, Springer, vol. 57(3), pages 1479-1503, October.
    2. Khurram Ajaz Khan & Robert Dankiewicz & Yana Kliuchnikava & Judit Olah, 2020. "How Do Entrepreneurs Feel Bankruptcy?," International Journal of Entrepreneurial Knowledge, Center for International Scientific Research of VSO and VSPP, vol. 8(1), pages 89-101, June.
    3. Cristian Mardones, 2023. "Economic effects of isolating Russia from international trade due to its ‘special military operation’ in Ukraine," European Planning Studies, Taylor & Francis Journals, vol. 31(4), pages 663-678, April.
    4. Sudhanshu Joshi & Manu Sharma, 2022. "Impact of sustainable supply chain management on performance of SMEs amidst COVID-19 pandemic: an Indian perspective," International Journal of Logistics Economics and Globalisation, Inderscience Enterprises Ltd, vol. 9(3), pages 248-276.
    5. Rudolph, Cort W. & Allan, Blake & Clark, Malissa & Hertel, Guido & Hirschi, Andreas & Kunze, Florian & Shockley, Kristen & Shoss, Mindy & Sonnentag, Sabine & Zacher, Hannes, 2021. "Pandemics: Implications for research and practice in industrial and organizational psychology," Industrial and Organizational Psychology, Cambridge University Press, vol. 14(1-2), pages 1-35, June.
    6. Assem Abu Hatab & Carl‐Johan Lagerkvist & Abourehab Esmat, 2021. "Risk perception and determinants in small‐ and medium‐sized agri‐food enterprises amidst the COVID‐19 pandemic: Evidence from Egypt," Agribusiness, John Wiley & Sons, Ltd., vol. 37(1), pages 187-212, January.
    7. Crowley, Meredith & Meng, Ning & Song, Huasheng, 2018. "Tariff scares: Trade policy uncertainty and foreign market entry by Chinese firms," Journal of International Economics, Elsevier, vol. 114(C), pages 96-115.
    8. Oleg Uzhga-Rebrov & Peter Grabusts, 2021. "Cumulative Prospect Theory Version with Fuzzy Values of Outcome Estimates," Risks, MDPI, vol. 9(4), pages 1-16, April.
    9. Zdenko Metzker & Justas Streimikis, 2020. "Csr Activities In The Czech Sme Segment," International Journal of Entrepreneurial Knowledge, Center for International Scientific Research of VSO and VSPP, vol. 8(1), pages 49-64, June.
    10. Paula Caligiuri & Helen De Cieri & Dana Minbaeva & Alain Verbeke & Angelika Zimmermann, 2020. "International HRM insights for navigating the COVID-19 pandemic: Implications for future research and practice," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(5), pages 697-713, July.
    11. Oh, In-Sue & Han, Joo Hun, 2021. "Will investments in human resources during the COVID-19 pandemic crisis pay off after the crisis?," Industrial and Organizational Psychology, Cambridge University Press, vol. 14(1-2), pages 98-100, June.
    12. Crovini, Chiara & Ossola, Giovanni & Britzelmaier, Bernd, 2021. "How to reconsider risk management in SMEs? An Advanced, Reasoned and Organised Literature Review," European Management Journal, Elsevier, vol. 39(1), pages 118-134.
    13. Patricia Jimbo Santana & Laura Lanzarini & Aurelio F. Bariviera, 2019. "Variations of Particle Swarm Optimization for Obtaining Classification Rules Applied to Credit Risk in Financial Institutions of Ecuador," Risks, MDPI, vol. 8(1), pages 1-14, December.
    14. Aven, Terje, 2016. "Risk assessment and risk management: Review of recent advances on their foundation," European Journal of Operational Research, Elsevier, vol. 253(1), pages 1-13.
    15. Jill Juergensen & José Guimón & Rajneesh Narula, 2020. "European SMEs amidst the COVID-19 crisis: assessing impact and policy responses," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(3), pages 499-510, September.
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    More about this item

    Keywords

    personnel risk; risk analysis; risk evaluation; fuzzy logic; small and medium sized enterprises.;
    All these keywords.

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business

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