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The Impact of Intellectual Capital on the Firm Performance of Russian Manufacturing Companies

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  • Angi Skhvediani

    (Graduate School of Industrial Economics, Peter the Great St. Petersburg Polytechnic University, St. Petersburg 195251, Russia)

  • Anastasia Koklina

    (Faculty of Computer Science, National Research University Higher School of Economics, Moscow 101000, Russia)

  • Tatiana Kudryavtseva

    (Graduate School of Industrial Economics, Peter the Great St. Petersburg Polytechnic University, St. Petersburg 195251, Russia)

  • Diana Maksimenko

    (Graduate School of Industrial Economics, Peter the Great St. Petersburg Polytechnic University, St. Petersburg 195251, Russia)

Abstract

The manufacturing industry makes a significant contribution to Russia’s GDP and exports, but it faces problems that hinder its development. The aim of this study is to estimate the relationship between intellectual capital and performance indicators of Russian manufacturing companies. The study analysed a sample of 23,494 observations of Russian manufacturing companies for the 2017–2020 period. The value-added intellectual coefficient (VAIC) and its components were used to evaluate the impact of intellectual capital on firm performance using polled ordinary least squares, fixed, and random effects models. Intellectual capital significantly and positively affects the performance of companies in both structural and human terms—both through the integrated coefficient VAIC and in the context of individual components of intellectual capital. However, the impact of structural and human capital on performance indicators is significantly lower than the impact of capital employed. There is a distinct focus of enterprises on making profit through the use of company assets, while in the case of Russian manufacturing companies, the potential for profit generation from structural and human capital remains unfulfilled.

Suggested Citation

  • Angi Skhvediani & Anastasia Koklina & Tatiana Kudryavtseva & Diana Maksimenko, 2023. "The Impact of Intellectual Capital on the Firm Performance of Russian Manufacturing Companies," Risks, MDPI, vol. 11(4), pages 1-25, April.
  • Handle: RePEc:gam:jrisks:v:11:y:2023:i:4:p:76-:d:1123120
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    References listed on IDEAS

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    1. Fijałkowska Justyna, 2014. "Value Added Intellectual Coefficient (VAIC™) as a Tool of Performance Measurement," Przedsiębiorczość i Zarządzanie (Entrepreneurship and Management), Sciendo, vol. 15(1), pages 129-140, January.
    2. Luis Mendes & José Machado, 2015. "Employees’ skills, manufacturing flexibility and performance: a structural equation modelling applied to the automotive industry," International Journal of Production Research, Taylor & Francis Journals, vol. 53(13), pages 4087-4101, July.
    3. Giuseppe Marzo, 2022. "A theoretical analysis of the value added intellectual coefficient (VAIC)," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 26(2), pages 551-577, June.
    4. S. Boubaker & V.A. Dang & S. Sassi, 2022. "Competitive Pressure and Firm Investment Efficiency: Evidence from Corporate Employment Decisions," Post-Print hal-04435621, HAL.
    5. Kirankumar S. Momaya, 2019. "The Past and the Future of Competitiveness Research: A Review in an Emerging Context of Innovation and EMNEs," International Journal of Global Business and Competitiveness, Springer, vol. 14(1), pages 1-10, December.
    6. Putniņš, Tālis J. & Sauka, Arnis, 2015. "Measuring the shadow economy using company managers," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 471-490.
    7. Edvinsson, Leif & Sullivan, Patrick, 1996. "Developing a model for managing intellectual capital," European Management Journal, Elsevier, vol. 14(4), pages 356-364, August.
    8. Víctor Gómez-Valenzuela, 2022. "Intellectual capital factors at work in Dominican firms: understanding their influence," Journal of Innovation and Entrepreneurship, Springer, vol. 11(1), pages 1-24, December.
    9. Tatiana Andreeva & Tatiana Garanina, 2017. "Intellectual Capital and Its Impact on the Financial Performance of Russian Manufacturing Companies," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 11(1), pages 31-40.
    10. Tommaso Pucci & Christian Simoni & Lorenzo Zanni, 2015. "Measuring the relationship between marketing assets, intellectual capital and firm performance," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 19(3), pages 589-616, August.
    11. Pendo Shukrani Kasoga & Mohammed M Elgammal, 2020. "Does investing in intellectual capital improve financial performance? Panel evidence from firms listed in Tanzania DSE," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1802815-180, January.
    12. Thomas Bassetti & Lorenzo Dal Maso & Giovanni Liberatore & Francesco Mazzi, 2020. "A critical validation of the value added intellectual coefficient: use in empirical research and comparison with alternative measures of intellectual capital," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 24(4), pages 1115-1145, December.
    13. Jian Xu & Binghan Wang, 2019. "Intellectual Capital Performance of the Textile Industry in Emerging Markets: A Comparison with China and South Korea," Sustainability, MDPI, vol. 11(8), pages 1-16, April.
    14. Krzywdzinski, Martin, 2017. "Automation, skill requirements and labour-use strategies: high-wage and low-wage approaches to high-tech manufacturing in the automotive industry," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 32(3), pages 247-267.
    15. Dmitry Fedotov, 2021. "Tax burden and shadow economy growth in Russian regions," Journal of Tax Reform, Graduate School of Economics and Management, Ural Federal University, vol. 7(3), pages 284-301.
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