IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v16y2025i1d10.1007_s13132-024-02055-z.html
   My bibliography  Save this article

The Relationship Between Intellectual Capital, Financial Stability, Firm Performance, Market Value, and Bankruptcy Risk: Empirical Evidence from Pakistan

Author

Listed:
  • Fawad Ahmad

    (Institute of Business Administration (IBA))

Abstract

Intellectual capital (IC) plays a critical role in determining firm performance (FP), market value (MV), financial stability, and sustainable competitive advantage. The strategic investment in both IC and physical capital allows firms to enhance FP by optimizing resource utilization. However, non-financial firms in Pakistan often encounter a deficiency in tangible and intangible resources, skills, and competencies necessary for FP improvement. Consequently, these firms prioritize acquiring intangible skills, such as human skills and innovative activities, to enhance FP. Effective management of IC is vital for maintaining competitiveness and sustaining a competitive advantage through continued reinvestment in IC. Thus, this study explores the dynamic impact of investment in IC resources and financial stability on FP, MV, and bankruptcy risk. Additionally, the study examines how firm financial stability moderates the IC-FP association. Employing the system generalized method of moments (system-GMM), this study analyzes the dynamic association between IC and FP using an unbalanced panel of Pakistani non-financial firms spanning from 2010 to 2021. The results validate the theoretical prediction of a dynamic association, indicating that both current and past investments in aggregate or components of IC collectively influence FP, MV, and bankruptcy risk. Notably, the findings underscore the more substantial impact of structural capital efficiency (SCE) compared to human capital efficiency (HCE) on FP, MV, and bankruptcy risk. Furthermore, the study reveals that the level of financial stability within firms moderates the relationship between investment in IC and FP, MV, and bankruptcy risk. This study contributes to the IC literature by empirically analyzing the impact of both aggregate and component aspects of IC on FP, MV, and bankruptcy risk within the context of Pakistan, an emerging market. Moreover, it contributes by reaffirming the efficacy of the dynamic association between IC and FP, MV, and bankruptcy risk while also examining the moderating influence of financial stability on this relationship. The findings highlight the potential of IC investment in helping firms navigate financial turbulence during periods of economic instability, thereby holding significant practical and policy implications for firm management, owners, investors, and creditors.

Suggested Citation

  • Fawad Ahmad, 2025. "The Relationship Between Intellectual Capital, Financial Stability, Firm Performance, Market Value, and Bankruptcy Risk: Empirical Evidence from Pakistan," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 1347-1395, March.
  • Handle: RePEc:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-02055-z
    DOI: 10.1007/s13132-024-02055-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-024-02055-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-024-02055-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Porter, Michael E, 1974. "Consumer Behavior, Retailer Power and Market Performance in Consumer Goods Industries," The Review of Economics and Statistics, MIT Press, vol. 56(4), pages 419-436, November.
    2. Hansen, Lars Peter & Sargent, Thomas J., 1982. "Instrumental variables procedures for estimating linear rational expectations models," Journal of Monetary Economics, Elsevier, vol. 9(3), pages 263-296.
    3. Hsihui Chang and Ehsan Feroz & Daniel Bryan & Guy Dinesh Fernando & Arindam Tripathy, 2013. "Bankruptcy risk, productivity and firm strategy," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 12(4), pages 309-326, October.
    4. Almamy, Jeehan & Aston, John & Ngwa, Leonard N., 2016. "An evaluation of Altman's Z-score using cash flow ratio to predict corporate failure amid the recent financial crisis: Evidence from the UK," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 278-285.
    5. Sher Zaman Khan & Qing Yang & Abdul Waheed, 2019. "Investment in intangible resources and capabilities spurs sustainable competitive advantage and firm performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(2), pages 285-295, March.
    6. Gary S. Becker, 1994. "Introduction to the First Edition of Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 11-14, National Bureau of Economic Research, Inc.
    7. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    8. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers 09/02, Institute for Fiscal Studies.
    9. Balcaen, Sofie & Ooghe, Hubert, 2006. "35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems," The British Accounting Review, Elsevier, vol. 38(1), pages 63-93.
    10. Douglas W. Diamond, 1984. "Financial Intermediation and Delegated Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 393-414.
    11. H. J. Turtle & Kainan Wang, 2017. "The Value In Fundamental Accounting Information," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 40(1), pages 113-140, March.
    12. Stewart Thornhill & Raphael Amit, 2003. "Learning About Failure: Bankruptcy, Firm Age, and the Resource-Based View," Organization Science, INFORMS, vol. 14(5), pages 497-509, October.
    13. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure - Reply," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 123-127.
    14. Irfan Safdar, 2016. "Industry competition and fundamental analysis," Journal of Accounting Literature, Emerald Group Publishing Limited, vol. 37(1), pages 36-54, October.
    15. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    16. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    17. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LLC, vol. 9(1), pages 86-136, March.
    18. Shamsuddin Ahamad & Hamdan Amer Ali Al-Jaifi & Kizito Uyi Ehigiamusoe, 2023. "Impact of Intellectual Capital on Microfinance Institutions’ Efficiency: the Moderating Role of External Governance," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 691-717, June.
    19. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    20. Liang Zhang & Qi Yu & Zhenji Jin & Jian Xu, 2021. "Do Intellectual Capital Elements Spur Firm Performance? Evidence from the Textile and Apparel Industry in China," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-12, May.
    21. Mann, William, 2018. "Creditor rights and innovation: Evidence from patent collateral," Journal of Financial Economics, Elsevier, vol. 130(1), pages 25-47.
    22. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    23. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 71-111.
    24. Tamanna Dalwai & Mahdi Salehi, 2021. "Business strategy, intellectual capital, firm performance, and bankruptcy risk: evidence from Oman's non-financial sector companies," Asian Review of Accounting, Emerald Group Publishing Limited, vol. 29(3), pages 474-504, August.
    25. Hashi, Iraj & Stojčić, Nebojša, 2013. "The impact of innovation activities on firm performance using a multi-stage model: Evidence from the Community Innovation Survey 4," Research Policy, Elsevier, vol. 42(2), pages 353-366.
    26. Kanishka Gupta & Sweta Goel & Prakash Bhatia, 2020. "Intellectual Capital and Profitability: Evidence from Indian Pharmaceutical Sector," Vision, , vol. 24(2), pages 204-216, June.
    27. Gary S. Becker, 1994. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition," NBER Books, National Bureau of Economic Research, Inc, number beck94-1, March.
    28. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    29. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    30. Gary S. Becker, 1994. "Appendix A, Sources and Methods, Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 351-369, National Bureau of Economic Research, Inc.
    31. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    32. Chune Young Chung & Chang Liu & Kainan Wang & Blerina Bela Zykaj, 2015. "Institutional Monitoring: Evidence from the F-Score," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(7-8), pages 885-914, September.
    33. Hansen, Lars Peter & Singleton, Kenneth J, 1982. "Generalized Instrumental Variables Estimation of Nonlinear Rational Expectations Models," Econometrica, Econometric Society, vol. 50(5), pages 1269-1286, September.
    34. Weerawardena, Jay & O'Cass, Aron & Julian, Craig, 2006. "Does industry matter? Examining the role of industry structure and organizational learning in innovation and brand performance," Journal of Business Research, Elsevier, vol. 59(1), pages 37-45, January.
    35. Hovakimian, Armen & Opler, Tim & Titman, Sheridan, 2001. "The Debt-Equity Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 1-24, March.
    36. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    37. Stewart C. Myers, 1984. "Finance Theory and Financial Strategy," Interfaces, INFORMS, vol. 14(1), pages 126-137, February.
    38. Gary S. Becker, 1994. "Introduction to the Second Edition of Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 3-10, National Bureau of Economic Research, Inc.
    39. Juhi Gupta & Payal Rathore & Smita Kashiramka, 2023. "Impact of Intellectual Capital on the Financial Performance of Innovation-Driven Pharmaceutical Firms: Empirical Evidence from India," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1052-1076, June.
    40. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    41. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    42. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    43. Nicole Y. Choi & Richard W. Sias, 2012. "Why Does Financial Strength Forecast Stock Returns? Evidence from Subsequent Demand by Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 25(5), pages 1550-1587.
    44. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    45. Singh, Sanjay Kumar & Gupta, Shivam & Busso, Donatella & Kamboj, Shampy, 2021. "Top management knowledge value, knowledge sharing practices, open innovation and organizational performance," Journal of Business Research, Elsevier, vol. 128(C), pages 788-798.
    46. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    47. Muhammad Nadeem & Christopher Gan & Cuong Nguyen, 2018. "The Importance of Intellectual Capital for Firm Performance: Evidence from Australia," Australian Accounting Review, CPA Australia, vol. 28(3), pages 334-344, September.
    48. Charlie Tatenda Mukaro & Abraham Deka & Sylvester Rukani, 2023. "The influence of intellectual capital on organizational performance," Future Business Journal, Springer, vol. 9(1), pages 1-14, December.
    49. Clausen, Saskia & Hirth, Stefan, 2016. "Measuring the value of intangibles," Journal of Corporate Finance, Elsevier, vol. 40(C), pages 110-127.
    50. Daniel Bryan & Guy Dinesh Fernando & Arindam Tripathy, 2013. "Bankruptcy risk, productivity and firm strategy," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 12(4), pages 309-326, October.
    51. Onishi, Koichiro, 2013. "The effects of compensation plans for employee inventions on R&D productivity: New evidence from Japanese panel data," Research Policy, Elsevier, vol. 42(2), pages 367-378.
    52. Christos N. Pitelis & David J. Teece, 2010. "Cross-border market co-creation, dynamic capabilities and the entrepreneurial theory of the multinational enterprise," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 1247-1270, August.
    53. Piotroski, JD, 2000. "Value investing: The use of historical financial statement information to separate winners from losers," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 1-41.
    54. Calvin M. Boardman & Jon W. Bartley & Richard L. Ratliff, 1981. "Small Business Growth Characteristics," Entrepreneurship Theory and Practice, , vol. 5(3), pages 33-43, January.
    55. Gary S. Becker, 1994. "Summary and Conclusions, Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 245-256, National Bureau of Economic Research, Inc.
    56. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    57. Shahbaz Ali & Yongping Xie, 2021. "The impact of Industry 4.0 on organizational performance: the case of Pakistan's retail industry," European Journal of Management Studies, Emerald Group Publishing Limited, vol. 26(2/3), pages 63-86, September.
    58. repec:eme:jal000:j.acclit.2016.09.001 is not listed on IDEAS
    59. Daniel Bryan & Guy Dinesh Fernando & Arindam Tripathy, 2013. "Bankruptcy risk, productivity and firm strategy," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 12(4), pages 309-326, October.
    60. Safdar, Irfan, 2016. "Industry competition and fundamental analysis," Journal of Accounting Literature, Elsevier, vol. 37(C), pages 36-54.
    61. Lujing Liu & Jiyue Zhang & Jian Xu & Yiqun Wang, 2022. "Intellectual Capital and Financial Performance of Chinese Manufacturing SMEs: An Analysis from the Perspective of Different Industry Types," Sustainability, MDPI, vol. 14(17), pages 1-17, August.
    62. Fama, Eugene F. & French, Kenneth R., 2006. "Profitability, investment and average returns," Journal of Financial Economics, Elsevier, vol. 82(3), pages 491-518, December.
    63. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    64. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    65. Gatchev, Vladimir A. & Spindt, Paul A. & Tarhan, Vefa, 2009. "How do firms finance their investments?: The relative importance of equity issuance and debt contracting costs," Journal of Corporate Finance, Elsevier, vol. 15(2), pages 179-195, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Martinsson, Gustav, 2009. "Finance and R&D Investments - is there a debt overhang effect on R&D investments?," Working Paper Series in Economics and Institutions of Innovation 174, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    2. Canarella, Giorgio & Miller, Stephen M., 2022. "Firm size, corporate debt, R&D activity, and agency costs: Exploring dynamic and non-linear effects," The Journal of Economic Asymmetries, Elsevier, vol. 25(C).
    3. Lai Trung Hoang & Cuong Cao Nguyen & Baiding Hu, 2017. "Ownership Structure and Firm Performance Improvement: Does it Matter in the Vietnamese Stock Market?," Economic Papers, The Economic Society of Australia, vol. 36(4), pages 416-428, December.
    4. İbrahim Yarba & Z. Nuray Güner, 2020. "Leverage dynamics: Do financial development and government leverage matter? Evidence from a major developing economy," Empirical Economics, Springer, vol. 59(5), pages 2473-2507, November.
    5. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2015. "In search of robust methods for dynamic panel data models in empirical corporate finance," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 84-98.
    6. Fier, Stephen G. & McCullough, Kathleen A. & Carson, James M., 2013. "Internal capital markets and the partial adjustment of leverage," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 1029-1039.
    7. Im, Hyun Joong & Kang, Ya & Shon, Janghoon, 2020. "How does uncertainty influence target capital structure?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    8. Mai, Nhat Chi, 2017. "Ownership concentration, state ownership and firm performance: Empirical evidence from the Vietnamese stock market," OSF Preprints zgvsw, Center for Open Science.
    9. Carlo MIGLIARDO & Daniele SCHILIRÒ, 2016. "Mid Sized Italian Manufacturing Firms A Panel Data Analysis on Profitability," Journal of Advanced Studies in Finance, ASERS Publishing, vol. 7(2), pages 129-145.
    10. Meles, Antonio & Salerno, Dario & Sampagnaro, Gabriele & Verdoliva, Vincenzo & Zhang, Jianing, 2023. "The influence of green innovation on default risk: Evidence from Europe," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 692-710.
    11. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2012. "Asymmetric capital structure adjustments: New evidence from dynamic panel threshold models," Journal of Empirical Finance, Elsevier, vol. 19(4), pages 465-482.
    12. Zeitun, Rami & Temimi, Akram & Mimouni, Karim, 2017. "Do financial crises alter the dynamics of corporate capital structure? Evidence from GCC countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 63(C), pages 21-33.
    13. De Cesari, Amedeo & Espenlaub, Susanne & Khurshed, Arif, 2011. "Stock repurchases and treasury share sales: Do they stabilize price and enhance liquidity?," Journal of Corporate Finance, Elsevier, vol. 17(5), pages 1558-1579.
    14. Falavigna, Greta & Ippoliti, Roberto, 2023. "SMEs’ behavior under financial constraints: An empirical investigation on the legal environment and the substitution effect with tax arrears," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    15. Elif Acar & Gamze Vural & Emin Hüseyin Çetenak, 2020. "Evidence for Financial Hierarchy Theory in Capital Structure Decisions: Data from BIST Companies," Bogazici Journal, Review of Social, Economic and Administrative Studies, Bogazici University, Department of Economics, vol. 34(1), pages 29-50.
    16. Steele C. West & Amin W. Mugera & Ross S. Kingwell, 2021. "Drivers of farm business capital structure and its speed of adjustment: evidence from Western Australia’s Wheatbelt," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 391-412, April.
    17. Mohamed Mnasri & Georges Dionne & Jean-Pierre Gueyie, 2013. "The Maturity Structure of Corporate Hedging: the Case of the U.S. Oil and Gas Industry," Cahiers de recherche 1337, CIRPEE.
    18. Annalisa Croce & José Martí, 2017. "Financial constraints in family firms and the role of venture capital," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 44(1), pages 119-144, March.
    19. Zhaoxia Xu, 2007. "Do Firms Adjust Toward a Target Leverage Level?," Staff Working Papers 07-50, Bank of Canada.
    20. Óscar Carvallo Valencia & Jonathan Barboza Pineda & Ignacio Garrón Vedia, 2018. "Corporate Firms’ Financial Conditions and Investment in Latin America: Determinants and Measurement," Monetaria, Centro de Estudios Monetarios Latinoamericanos, CEMLA, vol. 0(1), pages 39-105, january-j.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-02055-z. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.