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Mathematical Modeling of Intellectual Capital and Business Efficiency of Small and Medium Enterprises

Author

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  • Wadim Strielkowski

    (Department of Agricultural and Resource Economics, University of California, Berkeley, CA 94720, USA
    Department of Trade and Finance, Faculty of Economics and Management, Czech University of Life Sciences Prague, 165 00 Prague, Czech Republic)

  • Aida Guliyeva

    (Department of Digital Technologies and Applied Informatics, Faculty of Technology and Design, Azerbaijan State University of Economics, AZ1001 Baku, Azerbaijan)

  • Ulviyya Rzayeva

    (Department of Digital Technologies and Applied Informatics, Faculty of Technology and Design, Azerbaijan State University of Economics, AZ1001 Baku, Azerbaijan
    Research Center of Digital Economy, Azerbaijan State University of Economics, AZ1001 Baku, Azerbaijan)

  • Elena Korneeva

    (Department of Mass Communications and Media Business, Financial University under the Government of the Russian Federation, Leningradsky Prospekt 49, 125 993 Moscow, Russia
    Institute of Finance, Economics and Management, Togliatti State University, Belorusskaya Str. 14, 445020 Togliatti, Russia)

  • Anna Sherstobitova

    (Institute of Finance, Economics and Management, Togliatti State University, Belorusskaya Str. 14, 445020 Togliatti, Russia)

Abstract

Our paper aims at testing the impact of separate elements of the intellectual capital (IC) represented for instance by the human, structural, and customer capital, on the functioning and performance of the small and medium-sized enterprises (SMEs) using mathematical modeling. We assess the intellectual capital with respect to the resource-based view theory. Our study is based on the data obtained from the 206 surveys with the representatives of small and medium-sized enterprises from Commonwealth of Independent States (CIS) countries. We employed a mathematical modeling approach as well as the SPSS application package in order to test our hypotheses about the influence of intellectual capital on the enterprise’s efficiency. Our results helped us to determine that the concept of intellectual capital is practically not used in the management of small and medium-sized enterprises in CIS countries. It becomes apparent that individual techniques for managing intellectual resources can only be identified intuitively, based on an in-depth analysis of the current tasks facing managers. These findings confirmed the positive impact of intellectual capital on the performance of small and medium-sized enterprises in the conditions of the economies in transition represented hereinafter in our paper by CIS countries, but only with the availability of financial resources and with some important reservations.

Suggested Citation

  • Wadim Strielkowski & Aida Guliyeva & Ulviyya Rzayeva & Elena Korneeva & Anna Sherstobitova, 2021. "Mathematical Modeling of Intellectual Capital and Business Efficiency of Small and Medium Enterprises," Mathematics, MDPI, vol. 9(18), pages 1-21, September.
    • Handle: RePEc:gam:jmathe:v:9:y:2021:i:18:p:2305-:d:638484
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    References listed on IDEAS

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    1. Karl-Heinz Leitner, 2015. "INTELLECTUAL CAPITAL, INNOVATION, AND PERFORMANCE: EMPIRICAL EVIDENCE FROM SMEs," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 19(05), pages 1-27.
    2. Milenko Radonic & Valentina Vukmirovic & Milos Milosavljevic, 2021. "The Impact of Hybrid Workplace Models on Intangible Assets: The Case of an Emerging Country," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 23(58), pages 770-770, August.
    3. Lopus, Jane S. & Amidjono, Dwi Sulistyorini & Grimes, Paul W., 2019. "Improving financial literacy of the poor and vulnerable in Indonesia: An empirical analysis," International Review of Economics Education, Elsevier, vol. 32(C), pages 1-1.
    4. Saswat Barpanda & Susmita Mukhopadhyay, 2020. "Does Firmography Patterns Human Resource Practice? Evidence from Microfinance Industry of India," Asian Journal of Empirical Research, Asian Economic and Social Society, vol. 10(1), pages 24-39.
    5. Mahmood, Tarique & Mubarik, Muhammad Shujaat, 2020. "Balancing innovation and exploitation in the fourth industrial revolution: Role of intellectual capital and technology absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    6. Sonia Baños‐Caballero & Pedro J. García‐Teruel & Pedro Martínez‐Solano, 2010. "Working capital management in SMEs," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 50(3), pages 511-527, September.
    7. Jin Hong & Jinfeng Lu, 2016. "Assessing the effectiveness of business incubators in fostering SMEs: evidence from China," International Journal of Entrepreneurship and Innovation Management, Inderscience Enterprises Ltd, vol. 20(1/2), pages 45-60.
    8. Grégoire Cauchie & Nicolas Gérard Vaillant, 2016. "New Firm Survival: Isolating the Role of Founders’ Human Capital in Accounting for Firm Longevity," Journal of Human Capital, University of Chicago Press, vol. 10(2), pages 186-211.
    9. Paula Benevene & Ilaria Buonomo & Eric Kong & Martina Pansini & Maria Luisa Farnese, 2021. "Management of Green Intellectual Capital: Evidence-Based Literature Review and Future Directions," Sustainability, MDPI, vol. 13(15), pages 1-22, July.
    10. Saswata Barpanda & Susmita Mukhopadhyay, 2016. "Intellectual capital components in Indian microfinance sector: scale development and an empirical study," International Journal of Learning and Intellectual Capital, Inderscience Enterprises Ltd, vol. 13(4), pages 338-360.
    11. Wissal Ben Arfi & Lubica Hikkerova, 2021. "Corporate entrepreneurship, product innovation, and knowledge conversion: the role of digital platforms," Small Business Economics, Springer, vol. 56(3), pages 1191-1204, February.
    12. Cristina Raluca Gh. Popescu & Gheorghe N. Popescu, 2019. "An Exploratory Study Based on a Questionnaire Concerning Green and Sustainable Finance, Corporate Social Responsibility, and Performance: Evidence from the Romanian Business Environment," JRFM, MDPI, vol. 12(4), pages 1-79, October.
    13. Yuqiu Lu & Guowei Li & Zhe Luo & Muhammad Anwar & Yunju Zhang, 2021. "Does Intellectual Capital Spur Sustainable Competitive Advantage and Sustainable Growth?: A Study of Chinese and Pakistani Firms," SAGE Open, , vol. 11(1), pages 21582440219, February.
    14. Saswat Barpanda & Susmita Mukhopadhyay, 2020. "Does firmography patterns human resource practice? evidence from microfinance industry of India," Asian Journal of Empirical Research, Asian Economic and Social Society, vol. 10(1), pages 24-39, January.
    15. Christopher Luederitz & Guido Caniglia & Barry Colbert & Sarah Burch, 2021. "How do small businesses pursue sustainability? The role of collective agency for integrating planned and emergent strategy making," Business Strategy and the Environment, Wiley Blackwell, vol. 30(7), pages 3376-3393, November.
    16. Vladimir Alexandrovich Dresvyannikov & Vladimir Dmitrievich Dorofeev & Svetlana Viktorovna Taktarova, 2019. "Perception intelligence as an element of human intellectual capital and its assessment among university students," International Journal of Learning and Intellectual Capital, Inderscience Enterprises Ltd, vol. 16(1), pages 60-86.
    17. Maurizio Cisi & Francesca Alice Centrone, 2021. "The Human Capital for Value Creation and Social Impact: The Interpretation of the IR’s HC Definition," Sustainability, MDPI, vol. 13(13), pages 1-19, June.
    18. Grégoire Cauchie & Nicolas Gérard Vaillant, 2016. "New Firm Survival: Isolating the Role of Founders’ Human Capital in Accounting for Firm Longevity," Post-Print hal-02514400, HAL.
    19. Yulia Gruzina & Irina Firsova & Wadim Strielkowski, 2021. "Dynamics of Human Capital Development in Economic Development Cycles," Economies, MDPI, vol. 9(2), pages 1-18, May.
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    1. Roxana-Gabriela Mozolea & Sorin Gabriel Anton, 2021. "The Impact of Investments in Intangible Assets and Implications on SMEs’ Performance. A Systematic Literature Review," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(2), pages 1060-1071, December.
    2. Nan Xie & Yezi Tong & Haitao He, 2023. "Evolutionary Game Analysis of SME Social Responsibility Performance under Public Health Emergencies," Mathematics, MDPI, vol. 11(8), pages 1-31, April.

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