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Does intellectual capital impact the financial performance of Indian public sector banks? An empirical analysis using GMM

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  • Monika Barak

    (Thapar Institute of Engineering and Technology)

  • Rakesh Kumar Sharma

    (Thapar Institute of Engineering and Technology)

Abstract

This study examines the impact of intellectual capital (IC) on the financial performance (FP) of Indian public sector banks (IPSBs) between 2010 and 2021. This paper utilizes the modified value-added intellectual coefficient (MVAIC) approach to measure IC. It employs a panel data estimation approach, specifically the generalized method of moments (GMM), to investigate the connection between IC and the FP of public sector banks in India. The findings indicate that IC, along with its sub-elements of human capital (HC), capital employed (CE), structural capital (SC), and Relational capital (RC) have a notable positive or negative influence on various FP indicators, including return on assets (ROA), return on equity (ROE), return on capital employed (ROCE), earnings per share (EPS), and market performance (Tobin’s Q). Furthermore, the combined IC, as evaluated through the modified value-added intellectual coefficient (MVAIC), has a notable and favorable impact on ROA and ROE. The leverage variable exhibits a negative and significant impact on the financial indicators, indicating that an increase in debt leads to a decrease in the bank’s value. This study aims to assist stakeholders and policymakers in identifying the key elements of IC and determining an appropriate distribution among them to achieve sustainable FP and value generation in Indian IPSBs.

Suggested Citation

  • Monika Barak & Rakesh Kumar Sharma, 2024. "Does intellectual capital impact the financial performance of Indian public sector banks? An empirical analysis using GMM," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-02702-5
    DOI: 10.1057/s41599-024-02702-5
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    1. Nasif Ozkan & Sinan Cakan & Murad Kayacan, 2017. "Intellectual capital and financial performance: A study of the Turkish Banking Sector," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 17(3), pages 190-198, September.
    2. Tu DQ Le & Trang NT Ho & Dat T Nguyen & Thanh Ngo, 2022. "Intellectual capital – bank efficiency nexus: evidence from an emerging market," Cogent Economics & Finance, Taylor & Francis Journals, vol. 10(1), pages 2127485-212, December.
    3. Johan Roos & Göran Roos & Nicola Carlo Dragonetti & Leif Edvinsson, 1997. "Intellectual Capital," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-349-14494-5.
    4. Samuel Kai Wah Chu & Kin Hang Chan & Ka Yin Yu & Hing Tai Ng & Wai Kwan Wong, 2011. "An Empirical Study of the Impact of Intellectual Capital on Business Performance," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 11-21.
    5. Honore, Bo E. & Hu, Luojia, 2004. "Estimation of cross sectional and panel data censored regression models with endogeneity," Journal of Econometrics, Elsevier, vol. 122(2), pages 293-316, October.
    6. Santi Gopal Maji & Mitra Goswami, 2017. "Intellectual capital and firm performance in India: a comparative study between original and modified value added intellectual coefficient model," International Journal of Learning and Intellectual Capital, Inderscience Enterprises Ltd, vol. 14(1), pages 76-89.
    7. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    8. Meles, Antonio & Porzio, Claudio & Sampagnaro, Gabriele & Verdoliva, Vincenzo, 2016. "The impact of the intellectual capital efficiency on commercial banks performance: Evidence from the US," Journal of Multinational Financial Management, Elsevier, vol. 36(C), pages 64-74.
    9. Malayaranjan Sahoo & Narayan Sethi, 2023. "An Empirical Insight into the Financial Globalization–Growth Nexus via Trade Openness: Evidence from Select South Asian Countries," Global Business Review, International Management Institute, vol. 24(2), pages 317-334, April.
    10. Law Teck Poh & Adem Kilicman & Siti Nur Iqmal Ibrahim, 2018. "On intellectual capital and financial performances of banks in Malaysia," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1453574-145, January.
    11. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    12. Janeth N. Isanzu, 2015. "Impact of Intellectual Capital on Financial Performance of Banks in Tanzania," Journal of International Business Research and Marketing, Inovatus Services Ltd., vol. 1(1), pages 16-23, November.
    13. Znar Ahmed & Muhammad Rosni Amir Hussin & Kashan Pirzada, 2022. "The Impact of Intellectual Capital and Ownership Structure on Firm Performance," JRFM, MDPI, vol. 15(12), pages 1-15, November.
    14. Suryanarayan Mohapatra & Sangram Keshari Jena & Amarnath Mitra & Aviral Kumar Tiwari, 2019. "Intellectual capital and firm performance: evidence from Indian banking sector," Applied Economics, Taylor & Francis Journals, vol. 51(57), pages 6054-6067, December.
    15. Vo, Duc, 2018. "Should Bankers Be Concerned with Intellectual Capital? A Study of the Thai Banking Sector," MPRA Paper 103275, University Library of Munich, Germany.
    16. Ihyaul Ulum, 2015. "Intellectual capital disclosure: Suatu analisis dengan four way numerical coding system," Jurnal Akuntansi dan Auditing Indonesia, Accounting Department, Faculty of Business and Economics, Universitas Islam Indonesia, vol. 19(1), pages 39-50.
    17. Ranjit Tiwari & Harishankar Vidyarthi, 2018. "Intellectual capital and corporate performance: a case of Indian banks," Journal of Accounting in Emerging Economies, Emerald Group Publishing Limited, vol. 8(1), pages 84-105, February.
    18. Johan Roos & Göran Roos & Nicola Carlo Dragonetti & Leif Edvinsson, 1997. "Developing an Intellectual Capital System: the Process Model," Palgrave Macmillan Books, in: Intellectual Capital, chapter 3, pages 59-77, Palgrave Macmillan.
    19. Ihyaul Ulum, 2015. "Intellectual Capital Disclosure: Suatu Analisis Dengan Four Way Numerical Coding System," Jurnal Akuntansi dan Auditing Indonesia, Accounting Department, Faculty of Business and Economics, Universitas Islam Indonesia, vol. 19(1), pages 39-50, Juni.
    20. 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.
    21. Tasawar Nawaz & Roszaini Haniffa, 2017. "Determinants of financial performance of Islamic banks: an intellectual capital perspective," Journal of Islamic Accounting and Business Research, Emerald Group Publishing Limited, vol. 8(2), pages 130-142, April.
    22. 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.
    23. Faizi Weqar & Ahmed Musa Khan & Mohd. Anas Raushan & S. M. Imamul Haque, 2021. "Measuring the Impact of Intellectual Capital on the Financial Performance of the Finance Sector of India," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1134-1151, September.
    24. Adesina, Kolade Sunday, 2019. "Bank technical, allocative and cost efficiencies in Africa: The influence of intellectual capital," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 419-433.
    25. Harishankar Vidyarthi, 2019. "Dynamics of intellectual capitals and bank efficiency in India," The Service Industries Journal, Taylor & Francis Journals, vol. 39(1), pages 1-24, January.
    26. Kanishka Gupta & T. V. Raman, 2021. "The nexus of intellectual capital and operational efficiency: the case of Indian financial system," Journal of Business Economics, Springer, vol. 91(3), pages 283-302, April.
    27. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    28. 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.
    29. Ngoc Phu Tran & Duc Hong Vo, 2020. "Human capital efficiency and firm performance across sectors in an emerging market," Cogent Business & Management, Taylor & Francis Journals, vol. 7(1), pages 1738832-173, January.
    30. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    31. 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.
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