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Intellectual Capital Evaluation Index Based on a Hybrid Multi-Criteria Decision-Making Technique

Author

Listed:
  • Chao Liu

    (School of Business, Shandong University, Weihai 264209, China)

  • Qichen Liao

    (School of Business, Shandong University, Weihai 264209, China)

  • Wenyan Gao

    (School of Economics and Management, Tongji University, Shanghai 200092, China)

  • Shuxian Li

    (School of Business, Shandong University, Weihai 264209, China)

  • Peng Jiang

    (School of Business, Shandong University, Weihai 264209, China)

  • Ding Li

    (School of Culture and Communication, Shandong University, Weihai 264209, China)

Abstract

In the context of a burgeoning knowledge economy, enterprise intellectual capital has emerged as a pivotal asset for organizational growth. Evaluating it requires a comprehensive and robust index, yet there is no standard methodology for such assessments. Here, we propose an index for evaluating enterprise intellectual capital. We use the Delphi method to delineate a scientific decision structure. A grey-based decision-making trial and evaluation laboratory (DEMATEL) is coupled with an analytic network process (ANP)—i.e., grey DEMATEL-based ANP (GDANP)—to determine the relative weight of indicators. Then, we use the technique for order preference by similarity to an ideal solution to validate the effectiveness and applicability of the proposed evaluation index based on data on thirty new-technology companies in China. This study bridges a critical gap in academic discourse, and we discuss the practical implications for the strategic management of intellectual capital in corporate settings.

Suggested Citation

  • Chao Liu & Qichen Liao & Wenyan Gao & Shuxian Li & Peng Jiang & Ding Li, 2024. "Intellectual Capital Evaluation Index Based on a Hybrid Multi-Criteria Decision-Making Technique," Mathematics, MDPI, vol. 12(9), pages 1-29, April.
  • Handle: RePEc:gam:jmathe:v:12:y:2024:i:9:p:1323-:d:1383731
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    References listed on IDEAS

    as
    1. Jelena Djordjevic Boljanovic & Gordana Dobrijevic & Slobodan Cerovic & Slavko Alcakovic & Filip Djokovic, 2018. "Knowledge-Based Bioeconomy: The Use of Intellectual Capital in Food Industry of Serbia," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 20(49), pages 717-717, August.
    2. Annamaria Lusardi & Olivia S. Mitchell, 2014. "The Economic Importance of Financial Literacy: Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 52(1), pages 5-44, March.
    3. repec:aud:audfin:v:20:y:2018:i:49:p:717 is not listed on IDEAS
    4. Sheng-Li Si & Xiao-Yue You & Hu-Chen Liu & Ping Zhang, 2018. "DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications," Mathematical Problems in Engineering, Hindawi, vol. 2018, pages 1-33, January.
    5. Díaz-Fernández, M. Carmen & González-Rodríguez, M. Rosario & Simonetti, Biagio, 2015. "Top management team’s intellectual capital and firm performance," European Management Journal, Elsevier, vol. 33(5), pages 322-331.
    6. Carlos M. F-JARDON & Miguel GONZALEZ-LOUREIRO, 2013. "Human Capital as Source for Sustained Competitive Advantages in SMEs: A Core Competencies Approach," Economia. Seria Management, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 16(2), pages 255-276, December.
    7. Vaidya, Omkarprasad S. & Kumar, Sushil, 2006. "Analytic hierarchy process: An overview of applications," European Journal of Operational Research, Elsevier, vol. 169(1), pages 1-29, February.
    8. Cliff Bowman & Juani Swart, 2007. "Whose Human Capital? The Challenge of Value Capture When Capital is Embedded," Journal of Management Studies, Wiley Blackwell, vol. 44(4), pages 488-505, June.
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