The Relationship between Intellectual Capital and Non-Performing Loans of Banks Listed on the Tehran Stock Exchange
Abstract
Investor decisions in the capital market are influenced by a combination of financial and non-financial information. However, the reports that companies release in the capital market often focus on financial aspects and provide little information regarding intangible items. Therefore, in addition to conventional financial information, investors need more data about intangible factors that affect stock prices. Intellectual Capital (IC) is one of these intangible factors. The main objective of this study is to examine the relationship between IC and the asset quality of banks listed in the Tehran capital market. For this purpose, data from banks over a 19-year period (2004–2022) were analyzed, and 14 banks were selected. To test the research hypotheses, a multivariate regression approach based on the asymmetric panel data analysis method was employed using EViews software. The results indicate a significant relationship between IC (i.e., banks’ value-added coefficient) and non-performing loans. Furthermore, both human capital efficiency and employed capital efficiency are positively and significantly related to banks’ non-performing loans.
Keywords:
Intellectual capital, Non-performing loans, Value-added coefficientReferences
- [1] Holienka, M., & Pilkov, A. (2014). Impact of intellectual capital and its components on firm performance before and after crisis. Electronic journal of knowledge management, 12(4), pp261--272. https://academic-publishing.org/index.php/ejkm/article/view/1037
- [2] Qasemiyeh, R., & Nematollahi, Z. (2013). Intellectual capital on revenue efficiency in the iranian banking industry. Business management explorations, 5(10), 153–181. (In Persian). https://journals.yazd.ac.ir/article_517.html
- [3] Willoughby, K. W. (2013). What impact does intellectual property have on the business performance of technology firms? International journal of intellectual property management, 6(4), 316–338. https://doi.org/10.1504/IJIPM.2013.057634
- [4] Alhassan, A. L., & Asare, N. (2016). Intellectual capital and bank productivity in emerging markets: evidence from Ghana. Management decision, 54(3), 589–609. https://doi.org/10.1108/MD-01-2015-0025
- [5] Castelo Branco, M., Delgado, C., Sousa, C., & Sá, M. (2011). Intellectual capital disclosure media in Portugal. Corporate communications: An international journal, 16(1), 38–52. https://doi.org/10.1108/13563281111100962
- [6] Mention, A.-L., & Bontis, N. (2013). Intellectual capital and performance within the banking sector of Luxembourg and Belgium. Journal of intellectual capital, 14(2), 286–309. https://doi.org/10.1108/14691931311323896
- [7] Muhammad, N. M. N., & Ismail, M. K. A. (2009). Intellectual capital efficiency and firm’s performance: Study on Malaysian financial sectors. International journal of economics and finance, 1(2), 206–212. https://www.academia.edu/download/38265246/027_IJEF-Intellectual_capital.pdf
- [8] Joshi, M., Cahill, D., & Sidhu, J. (2010). Intellectual capital performance in the banking sector: An assessment of Australian owned banks. Journal of human resource costing & accounting, 14, 151–170. https://doi.org/10.1108/14013381011062649
- [9] Asare, N., Laryea, M. M., Onumah, J. M., & Asamoah, M. E. (2021). Intellectual capital and asset quality in an emerging banking market. Asian journal of accounting research, 6(1), 55–68. https://doi.org/10.1108/AJAR-05-2020-0034
- [10] Shahchera, M., & Abolfathi, F. (2016). Examining the factors influencing asset quality in the Iranian banking network. Iranian economic development analyses, 4(3), 151-181 (In Persian). https://ieda.alzahra.ac.ir/article_2727.htmlhttp:/edp.alzahra.ac.ir/article_2953.html?lang=en
- [11] Machlup, F. (1962). The production and distribution of knowledge in the united states. https://press.princeton.edu/books/paperback/9780691003566
- [12] Kenneth Galbraith, J. (1967). The new industrial state (The james madison library in American politics). https://www.amazon.com/Industrial-Madison-Library-American-Politics/dp/0691131414?utm_source=copilot.com
- [13] Itami, H. (1987). Mobilizing invisible assets. https://www.hup.harvard.edu/books/9780674577718
- [14] Teece, D. J. (1988). Capturing value from technological innovation: Integration, strategic partnering, and licensing decisions. Interfaces, 18(3), 46–61. http://www.jstor.org/stable/25061095
- [15] Kaplan, R. S., & Johnson, H. T. (1987). Relevance lost: The rise and fall of management accounting. https://www.hbs.edu/faculty/Pages/item.aspx?num=8857&utm_source=copilot.com
- [16] Edvinsson, L. (1997). Intellectual capital: Realizing your company’s true value by finding its hidden brainpower. HarperCollins. https://books.google.com/books?id=fJWgQgAACAAJ
- [17] Kaplan, R. S., & Norton, D. P. (2005). The balanced scorecard: Measures that drive performance (Vol. 70). Harvard business review Boston, MA, USA. https://images.template.net/wp-content/uploads/2016/04/11122659/balanced-scorecard-key-performance-indicators.pdf
- [18] Nonaka, I., & Takeuchi, H. (1995). The knowledge-creating company: How japanese companies create the dynamics of innovation. Oxford University Press. https://doi.org/10.1093/oso/9780195092691.001.0001
- [19] Bhasin, M. L. (2011). Disclosure of intellectual capital in annual reports:an empirical study of the Indian it corporations. Modern economy, 2(4). https://www.scirp.org/reference/referencespapers?referenceid=210936&utm_source=copilot.com
- [20] Edvinsson, L., & Malone, M. S. (1997). Intellectual capital: Realizing your company’s true value by finding its hidden roots. HarperBusiness. https://cir.nii.ac.jp/crid/1971149384781965869
- [21] Sveiby, K. E. (1997). The new organizational wealth: Managing & measuring knowledge-based assets. Berrett-Koehler Publishers. https://b2n.ir/zz9883
- [22] Shams, S., & Khalili, M. (2011). Investigating the relationship between intellectual capital and financial performance of companies listed on the stock exchange. Financial management perspective, 1(1), 51-65. https://scj.sbu.ac.ir/article_94236.html
- [23] Sokolov, D., & Zavyalova, E. (2020). Human resource management systems and intellectual capital: is the relationship universal in knowledge-intensive firms? International journal of manpower, 42(4), 683–701. https://doi.org/10.1108/IJM-11-2018-0372
- [24] Bontis, N. (2001). Managing organizational knowledge by diagnosing intellectual capital: framing and advancing the state of the field. International journal of technology management, 18. https://doi.org/10.1080/10.1504/IJTM.1999.002780
- [25] Scott, W. R. (2015). Holland. Pearson. https://books.google.nl/books/about/Financial_Accounting_Theory.html?id=4oZxngEACAAJ&redir_esc=y
- [26] Karami, G., Seyyedi, J., & Ghaznavi, M. S. (2014). Towards identifying and disclosing intellectual capital. International journal of business and social research, 4(3). https://ssrn.com/abstract=2417869
- [27] Holland, J. (2006). Fund management, intellectual capital, intangibles and private disclosure. Managerial finance, 32(4), 277–316. https://doi.org/10.1108/03074350610652242%0A
- [28] Chen, J., Zhu, Z., & Xie, H. (2004). Measuring intellectual capital: A new model and empirical study. Journal of intellectual capital, 5, 195–212. https://doi.org/10.1108/14691930410513003
- [29] Guthrie, J., Petty, R., Yongvanich, K., & Ricceri, F. (2004). Using content analysis as a research method to inquire into intellectual capital reporting. Journal of intellectual capital, 5(2), 282–293. https://doi.org/10.1108/14691930410533704%0A
- [30] Martínez-Torres, M. R. (2006). A procedure to design a structural and measurement model of Intellectual Capital: An exploratory study. Information & management, 43(5), 617–626. https://doi.org/10.1016/j.im.2006.03.002
- [31] Ross, S. A. (2000). The economic theory of agency: The Principals problem. The theory of the firm: Critical perspectives on business and management, 2, 81. https://www.jstor.org/stable/1817064
- [32] Robinson, G., & Kleiner, B. H. (1996). How to measure an organization’s intellectual capital. Managerial auditing journal, 11(8), 36–39. https://doi.org/10.1108/02686909610131675
- [33] Asare, N., Laryea, M., Onumah, J., & E. Asamoah, M. (2020). Intellectual capital and asset quality in an emerging banking market. Asian journal of accounting research, ahead-of-p. https://doi.org/10.1108/AJAR-05-2020-0034
- [34] Greer, C. (2007). News media, victims and crime. Victims, crime and society, 20–49. https://www.torrossa.com/en/resources/an/5018950#page=65
- [35] Islamlouian, K., Yazdanpanah, H., & Khalilnejad, Z. (2018). Investigating the existence of the proposed monetary policy channel in the Iranian banking system, (31), 7-40. (In Persian). https://www.sid.ir/fa/VEWSSID/J_pdf/4006413973101.pdf
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Accounting and Auditing with Applications

This work is licensed under a Creative Commons Attribution 4.0 International License.