Main Article Content
Abstract
This study aims to analyze the effect of intellectual capital on bank productivity and the role of risk management as a moderating variable in the banking industry in Indonesia and Malaysia. The components of intellectual capital examined include human capital, structural capital, and physical capital (capital employed), with a total sample of 162 data from 59 banks selected using purposive sampling techniques during the period 2021-2023. The results indicate that human capital has a positive influence on bank productivity, while structural capital and physical capital show a negative influence. Additionally, risk management was found to have a negative influence on bank productivity, suggesting that overly stringent risk management approaches may hinder the optimal utilization of resources. These findings have important implications for the management of intellectual resources and risk in improving the competitiveness and performance of the banking sector, for example in the ASEAN region, such as Indonesia and Malaysia.
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References
- Adam, M., Soliman, A. M., & Mahtab, N. (2023). Measuring enterprise risk management implementation: A multifaceted approach for the banking sector. The Quarterly Review of Economics and Finance, 87, 244–256. https://doi.org/10.1016/J.QREF.2021.01.002
- 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
- Ali, S., Murtaza, G., Hedvicakova, M., Jiang, J., & Naeem, M. (2022). Intellectual capital and financial performance: A comparative study. Frontiers in Psychology, 13(August), 1–12. https://doi.org/10.3389/fpsyg.2022.967820
- AlQershi, N., Saufi, R. B. A., Ismail, N. A., Mohamad, M. R. Bin, Ramayah, T., Muhammad, N. M. N., & Yusoff, M. N. H. Bin. (2023). The moderating role of market turbulence beyond the Covid-19 pandemic and Russia-Ukraine crisis on the relationship between intellectual capital and business sustainability. Technological Forecasting and Social Change, 186(PB), 122081. https://doi.org/10.1016/j.techfore.2022.122081
- Amin, H. M., El-shawadfy, M. G., & Shahwan, T. M. (2024). The Mediating Role of Intellectual Capital in the Relationship between Human Resource Management Practices and Enterprise Risk Management : Evidence from Egyptian Banks. 6798, 6357–6383.
- Amirteimoori, A., Allahviranloo, T., & Nematizadeh, M. (2024). A firm-specific Malmquist productivity index model for stochastic data envelopment analysis: an application to commercial banks. Financial Innovation, 10(1). https://doi.org/10.1186/s40854-023-00583-2
- Annisa, N. D., & Inayati, N. I. (2022). Factors Influence on Non Performing Financing Islamic Banking. Islamic Accounting Journal, 2(1), 51–62. https://doi.org/10.18326/iaj.v2i1.51-62
- Ashik-Uz-Zaman, Abedin, M. T., & Hossain, M. S. (2025). Exploring risk resistant banking strategies: implications for sustainable practices. Future Business Journal, 11(1). https://doi.org/10.1186/s43093-025-00441-w
- Asutay, M., & Ubaidillah. (2024). Examining the Impact of Intellectual Capital Performance on Financial Performance in Islamic Banks. In Journal of the Knowledge Economy (Vol. 15, Issue 1). Springer US. https://doi.org/10.1007/s13132-023-01114-1
- Barney, J. (1991). Firm Resources and Sustained Competitive Advantage (pp. 99–120). Journal of Management. https://doi.org/10.1177/014920639101700108
- Chowdhury, M. A. M., & Haron, R. (2021). The efficiency of Islamic Banks in the Southeast Asia (SEA) Region. Future Business Journal, 7(1), 1–16. https://doi.org/10.1186/s43093-021-00062-z
- Chowdhury, M. A. M., & Haron, R. (2022). The efficiency of Malaysian Islamic banks: Intermediation, production and operating approach. Asian Management and Business Review, 2(1), 63–73. https://doi.org/10.20885/ambr.vol2.iss1.art6
- Collins, C. J. (2021). Expanding the resource based view model of strategic human resource management. International Journal of Human Resource Management, 32(2), 331–358. https://doi.org/10.1080/09585192.2019.1711442
- Depriska Lailatul Aroof, Iwan Fakhruddin, Ani Kusbandiyah, & Ira Hapsari. (2023). The Influence of Intellectual Capital, Shariah Compliance and Islamicity Performance Index on the Financial Performance of Islamic Commercial Banks. Jurnal Multidisiplin Madani, 3(3), 529–540. https://doi.org/10.55927/mudima.v3i3.2436
- Dewi, A. K., Bz, F. S., & Yusmita, F. (2025). The Influence of Corporate Risk Management Disclosure , Intellectual Capital Disclosure , and Corporate Governance on Firm Value in Banking Companies on the Indonesia Stock Exchange. 4(1), 279–296.
- Dragomir, V. D. (2024). The Impact of Intangible Capital on Firm Profitability in the Technology and Healthcare Sectors. International Journal of Financial Studies, 12(1). https://doi.org/10.3390/ijfs12010005
- Eltweri, A., Sawan, N., Al-Hajaya, K., & Badri, Z. (2024). The Influence of Liquidity Risk on Financial Performance: A Study of the UK’s Largest Commercial Banks. Journal of Risk and Financial Management, 17(12), 1–23. https://doi.org/10.3390/jrfm17120580
- Fakhruddin, I., & Purwanti, T. (2015). Pengaruh Rasio Kesehatan Bank Terhadap Kinerja Keuangan Bank Periode 2010-2013. Jurnal Kompartemen, XIII(2), 116–131.
- Farhad Ahmed Bhatti, Ejaz Aslam, Aziz ur Rehman, Shazia Ashraf, Muhammad Aslam, & Malik Shahzad Shabbir. (2023). Does intellectual capital efficiency spur the financial performance of banks? A comparative analysis of Islamic and conventional banks in Pakistan. Al-Qanṭara, 9(3), 55–67. https://alqantarajournal.com/index.php/Journal/article/view/282
- Flayyih Hamzah, M., & Dahham Tanai, G. (2024). The impact of competency-based human resources management and the resource-based approach on creative performance by mediating the knowledge economy: An analytical research in the Central Bank of Iraq. Journal of Economics and Administrative Sciences, 30(142), 51–68. https://doi.org/10.33095/g3hvsk47
- Harb, E., El Khoury, R., Mansour, N., & Daou, R. (2023). Risk management and bank performance: evidence from the MENA region. Journal of Financial Reporting and Accounting, 21(5), 974–998. https://doi.org/10.1108/JFRA-07-2021-0189
- Haris, M., Yao, H. X., & Fatima, H. (2024). The impact of liquidity risk and credit risk on bank profitability during COVID-19. PLoS ONE, 19(9), 1–24. https://doi.org/10.1371/journal.pone.0308356
- Hasan, M. M., & Cheung, A. (Wai K. (2023). Organization capital and firm risks. China Accounting and Finance Review, 25(3), 338–367. https://doi.org/10.1108/cafr-05-2022-0044
- Hermawan, S., Hanun, N. R., Nirwana, N. Q. S., & Candrawati, C. I. (2021). Intellectual Capital, Market Value, and Financial Performance: Indonesia and Malaysia’s Banking Companies. Journal of Accounting and Strategic Finance, 4(2), 135–151. https://doi.org/10.33005/jasf.v4i2.142
- Hidayati, I., & Nandiroh, U. (2023). Technical Efficiency and Intellectual Capital Islamic Banks in Indonesia. Jurnal Ilmiah Akuntansi Dan Bisnis, 18(2), 357. https://doi.org/10.24843/jiab.2023.v18.i02.p11
- Idris, M., Paserangi, H., Liman, P. D., & Deviany, O. (2025). The Prudential Regulation: the Preventive Effort against Non-Performing Loan (NPL) for MSMEs in Indonesia. Journal of Ecohumanism, 4(1), 1809–1825. https://doi.org/10.62754/joe.v4i1.5998
- Istikamah, N., & Wulandari, W. (2023). Pengaruh Human Capital Dan Structural Capital Terhadap Kinerja Karyawan Pada Pt. Telkom Indonesia Cabang Bima. Jurnal Ilmiah Manajemen, Bisnis Dan Kewirausahaan, 3(3), 201–216. https://doi.org/10.55606/jurimbik.v3i3.583
- Khairiyansyah, K., & Vebtasvili, V. (2018). Relationship between Intellectual Capital with Profitability and Productivity in Indonesian Banking Industry. Jurnal Keuangan Dan Perbankan, 22(1), 127–136. https://doi.org/10.26905/jkdp.v22i1.1577
- Khalique, M., Bontis, N., bin Shaari, J. A. N., & Isa, A. H. M. (2015). Intellectual capital in small and medium enterprises in Pakistan. Journal of Intellectual Capital, 16(1), 224–238. https://doi.org/10.1108/JIC-01-2014-0014
- Landry, K. B. H., Henri, G. N., & Fang, C. X. (2024). The Impact of Credit Risk Management on Commercial Banks Performance in Democratic Republic of the Congo. International Journal of Business and Management Review, 12(5), 1–20. https://doi.org/10.37745/ijbmr.2013/vol12n5120
- Malik, M. F., Zaman, M., & Buckby, S. (2020). Enterprise risk management and firm performance: Role of the risk committee. Journal of Contemporary Accounting & Economics, 16(1), 100178. https://doi.org/10.1016/J.JCAE.2019.100178
- Melsia, M., & Dewi, N. S. (2021). Pengaruh Intellectual Capital Terhadap Kinerja Perusahaan dan Nilai Perusahaan. Media Bisnis, 13(2), 109–130. https://doi.org/10.34208/mb.v13i2.515
- Memon, M. A., Thurasamy, R., Ting, H., & Cheah, J. H. (2025). Purposive Sampling: a Review and Guidelines for Quantitative Research. Journal of Applied Structural Equation Modeling, 9(1), 1–23. https://doi.org/10.47263/JASEM.9(1)01
- Ngo, H. K., & Trinh, H. T. T. (2025). The impact of financial risks on bank performance: evidence from Bayesian analysis in Vietnam’s commercial banks. Discover Sustainability, 6(1). https://doi.org/10.1007/s43621-025-01246-1
- Nurkhin, A., Fachrurrozie, F., Widiatami, A. K., Baswara, S. Y., & Wolor, C. W. (2024). Does Governance Affect Non-Performing Loans? Empirical Evidence of Indonesian Banks. Banks and Bank Systems, 19(4), 58–69. https://doi.org/10.21511/bbs.19(4).2024.05
- Ousama, A. A., Hammami, H., & Abdulkarim, M. (2020). The association between intellectual capital and financial performance in the Islamic banking industry: An analysis of the GCC banks. International Journal of Islamic and Middle Eastern Finance and Management, 13(1), 75–93. https://doi.org/10.1108/IMEFM-05-2016-0073
- Pratama, B. C., Fakhruddin, I., Mudjiyanti, R., & Rahmah, G. (2024). The Influence Of Nim, Npl, Bopo Towards Roa In Conventional Banks Listed On The Idx For 2018-2022. 18(2), 195–222. https://doi.org/10.1201/9781032622408-13
- Pratama, B. C., & Inayati, N. I. (2018). Is the Degree of Competition Weaken the Impact of Growth Towards Net- Is the Degree of Competition Weaken the Impact of Growth towards Net-profit-and-loss Sharing Margin ?: Study of Indonesian Islamic Microfinance Institutions. January. https://doi.org/10.1166/asl.2018.11939
- Pratama, B. C., Putri, I., & Innayah, M. N. (2020). The Effect Of Enterprise Risk Management Disclosure, Intellectual Capital Disclosure, Independent Board Of Commissioners, Board Of Director And Audit Committee Towards Firm Value. Jurnal Manajemen Dan Keuangan, 9(1), 60–72. https://doi.org/10.33059/jmk.v9i1.2196
- Pratama, B. C., Wibowo, H., & Innayah, M. N. (2019). Intellectual Capital and Firm Performance in ASEAN: The Role of Research and Development. Journal of Accounting and Investment, 20(3). https://doi.org/10.18196/jai.2003126
- Pulic, A. (2004). Intellectual capital – does it create or destroy value? Measuring Business Excellence, 8(1), 62–68. https://doi.org/10.1108/13683040410524757
- Rachmah, S., Subroto, B., & Subekti, I. (2023). The effect of intellectual capital on market performance with bank efficiency as a mediation variable. Journal of Accounting and Investment, 24(2), 618–632. https://doi.org/10.18196/jai.v24i2.17394
- Rahman, M. M., & Akhter, B. (2021). The impact of investment in human capital on bank performance: evidence from Bangladesh. Future Business Journal, 7(1), 1–13. https://doi.org/10.1186/s43093-021-00105-5
- Riani, D., Taqi, M., & Ismawati, I. (2023). Bank Efficiency and Productivity: Role of Risk and ESG Disclosure. Review of Economics and Finance, 2333–2343. https://refpress.org/wp-content/uploads/2024/01/Riani_REF.pdf
- Rizky Ramdani, Pratama, B. C., Pramono, H., & Inayati, N. I. (2022). Intellectual Capital Disclosure in Indonesian Banks: The Role of Board of Commissioners. Journal of Finance and Business Digital, 1(4), 325–348. https://doi.org/10.55927/jfbd.v1i4.1916
- Sahari, S., & Jais, M. (2021). Implementation of" Evaluation-Value Added Intellectual Coefficient”(Ev-Vaic) As Expansion of Intellectual Capital …. Researchgate.Net, November. https://www.researchgate.net/profile/Santy-Mayda-Batubara-2/publication/355928075_IMPLEMENTATION_OF_EVALUATION-VALUE_ADDED_INTELLECTUAL_COEFFICIENT_EV-VAIC_AS_EXPANSION_OF_INTELLECTUAL_CAPITAL_MEASUREMENT_MODEL/links/6184fcd03c987366c32c46d7/IMPLEMENTATIO
- Sardo, F., Serrasqueiro, Z., & Alves, H. (2018). On the relationship between intellectual capital and financial performance: A panel data analysis on SME hotels. International Journal of Hospitality Management, 75, 67–74. https://doi.org/10.1016/J.IJHM.2018.03.001
- Sari, S., Ajija, S. R., Wasiaturrahma, W., & Ahmad, R. A. R. (2022). The Efficiency of Indonesian Commercial Banks: Does the Banking Industry Competition Matter? Sustainability (Switzerland), 14(17), 1–16. https://doi.org/10.3390/su141710995
- Shabrina, A. N., Pratama, B. C., Fakhruddin, I., & Wibowo, H. (2021). Pengaruh Intellectual Capital, Islamic Social Reporting, Kepemilikan Publik, Ukuran Dewan Pengawas Syariah Dan Jumlah Rapat Dewan Pengawas Syariah Terhadap Social Performance (Studi Empiris Pada Bank Umum Syariah Terdaftar Pada OJK Tahun 2008-2019). Ratio : Reviu Akuntansi Kontemporer Indonesia, 2(2), 92–110. https://doi.org/10.30595/ratio.v2i2.10376
- Smriti, N., & Das, N. (2018). The impact of intellectual capital on firm performance: a study of Indian firms listed in COSPI. Journal of Intellectual Capital, 19(5), 935–964. https://doi.org/10.1108/JIC-11-2017-0156
- Suryani, E., & Purbohastuti, A. W. (2020). Ukuran Perusahaan atas Nilai Perusahaan melalui Profitabilitas. Jurnal Riset Akuntansi Terpadu, 13(2), 256. https://doi.org/10.35448/jrat.v13i2.9226
- Tan, M. M., Xu, D. L., & Yang, J. B. (2022). Corporate Failure Risk Assessment for Knowledge-Intensive Services Using the Evidential Reasoning Approach. Journal of Risk and Financial Management, 15(3). https://doi.org/10.3390/jrfm15030131
- Testa, M., D’Amato, A., Singh, G., & Festa, G. (2024). Innovative profiles of TQM in banking management. The relationship between employee training and risk mitigation. TQM Journal, 36(3), 940–957. https://doi.org/10.1108/TQM-01-2022-0043
- Ul Rehman, W., Saltik, O., Degirmen, S., Ocak, M., & Shabbir, H. (2023). Dynamics of intellectual capital and financial performance in ASEAN banks. Arab Gulf Journal of Scientific Research. https://doi.org/10.1108/AGJSR-12-2022-0287
- Ur Rehman, A., Aslam, E., & Iqbal, A. (2022). Intellectual capital efficiency and bank performance: Evidence from islamic banks. Borsa Istanbul Review, 22(1), 113–121. https://doi.org/10.1016/J.BIR.2021.02.004
- Vo, D. H., Vo, A. T., & Ho, C. M. (2024). The short- and long-run effect of human capital on income inequality: Empirical evidence in the ASEAN region. PLoS ONE, 19(7 July), 1–18. https://doi.org/10.1371/journal.pone.0304678
- Wahyuantika, D., Inayati, N. I., Fitriati, A., & Pratama, B. C. (2023). The Influence of Intellectual Capital and Islamicity Performance Index On Islamic Social Reporting Disclosures. Jurnal Ilmiah Ekonomi Islam, 9(2), 2545. https://doi.org/10.29040/jiei.v9i2.7383
- Wu, X., & Cheng, G. (2024). The performance and stability of financial institutions after digital transformation: The importance of regional policies. Finance Research Letters, 66, 105671. https://doi.org/10.1016/J.FRL.2024.105671
- Wulandari, B., Khetrin, K., & Seviyani, K. (2021). Pengaruh Loan To Deposit Ratio (LDR), Biaya Operasional, Pendapatan Operasional (BOPO), Kurs, Capital Adequacy Ratio, Ukuran Bank Dan Inflasi Terhadap Non Performing Loan (NPL) Di Perusahaan Perbankan Terdaftar Di BEI. Journal of Economic, Bussines and Accounting (COSTING), 5(1), 45–52. https://doi.org/10.31539/costing.v5i1.2236
- Yoewono, H., & Ananto, P. (2024). Enhancing Bank Performance: Integrating Enterprise Risk Management with Mobile Banking Applications. Journal of Economics, Business, and Accountancy Ventura, 27(2), 207–216. https://doi.org/10.14414/jebav.v27i2.4572
- Yu, J. (2024). Stabilizing leverage, financial technology innovation, and commercial bank risks: Evidence from China. Economic Modelling, 131(July 2022), 106599. https://doi.org/10.1016/j.econmod.2023.106599
- Zuo, L., Strauss, J., & Zuo, L. (2021). The digitalization transformation of commercial banks and its impact on sustainable efficiency improvements through investment in science and technology. Sustainability (Switzerland), 13(19). https://doi.org/10.3390/su131911028
References
Adam, M., Soliman, A. M., & Mahtab, N. (2023). Measuring enterprise risk management implementation: A multifaceted approach for the banking sector. The Quarterly Review of Economics and Finance, 87, 244–256. https://doi.org/10.1016/J.QREF.2021.01.002
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
Ali, S., Murtaza, G., Hedvicakova, M., Jiang, J., & Naeem, M. (2022). Intellectual capital and financial performance: A comparative study. Frontiers in Psychology, 13(August), 1–12. https://doi.org/10.3389/fpsyg.2022.967820
AlQershi, N., Saufi, R. B. A., Ismail, N. A., Mohamad, M. R. Bin, Ramayah, T., Muhammad, N. M. N., & Yusoff, M. N. H. Bin. (2023). The moderating role of market turbulence beyond the Covid-19 pandemic and Russia-Ukraine crisis on the relationship between intellectual capital and business sustainability. Technological Forecasting and Social Change, 186(PB), 122081. https://doi.org/10.1016/j.techfore.2022.122081
Amin, H. M., El-shawadfy, M. G., & Shahwan, T. M. (2024). The Mediating Role of Intellectual Capital in the Relationship between Human Resource Management Practices and Enterprise Risk Management : Evidence from Egyptian Banks. 6798, 6357–6383.
Amirteimoori, A., Allahviranloo, T., & Nematizadeh, M. (2024). A firm-specific Malmquist productivity index model for stochastic data envelopment analysis: an application to commercial banks. Financial Innovation, 10(1). https://doi.org/10.1186/s40854-023-00583-2
Annisa, N. D., & Inayati, N. I. (2022). Factors Influence on Non Performing Financing Islamic Banking. Islamic Accounting Journal, 2(1), 51–62. https://doi.org/10.18326/iaj.v2i1.51-62
Ashik-Uz-Zaman, Abedin, M. T., & Hossain, M. S. (2025). Exploring risk resistant banking strategies: implications for sustainable practices. Future Business Journal, 11(1). https://doi.org/10.1186/s43093-025-00441-w
Asutay, M., & Ubaidillah. (2024). Examining the Impact of Intellectual Capital Performance on Financial Performance in Islamic Banks. In Journal of the Knowledge Economy (Vol. 15, Issue 1). Springer US. https://doi.org/10.1007/s13132-023-01114-1
Barney, J. (1991). Firm Resources and Sustained Competitive Advantage (pp. 99–120). Journal of Management. https://doi.org/10.1177/014920639101700108
Chowdhury, M. A. M., & Haron, R. (2021). The efficiency of Islamic Banks in the Southeast Asia (SEA) Region. Future Business Journal, 7(1), 1–16. https://doi.org/10.1186/s43093-021-00062-z
Chowdhury, M. A. M., & Haron, R. (2022). The efficiency of Malaysian Islamic banks: Intermediation, production and operating approach. Asian Management and Business Review, 2(1), 63–73. https://doi.org/10.20885/ambr.vol2.iss1.art6
Collins, C. J. (2021). Expanding the resource based view model of strategic human resource management. International Journal of Human Resource Management, 32(2), 331–358. https://doi.org/10.1080/09585192.2019.1711442
Depriska Lailatul Aroof, Iwan Fakhruddin, Ani Kusbandiyah, & Ira Hapsari. (2023). The Influence of Intellectual Capital, Shariah Compliance and Islamicity Performance Index on the Financial Performance of Islamic Commercial Banks. Jurnal Multidisiplin Madani, 3(3), 529–540. https://doi.org/10.55927/mudima.v3i3.2436
Dewi, A. K., Bz, F. S., & Yusmita, F. (2025). The Influence of Corporate Risk Management Disclosure , Intellectual Capital Disclosure , and Corporate Governance on Firm Value in Banking Companies on the Indonesia Stock Exchange. 4(1), 279–296.
Dragomir, V. D. (2024). The Impact of Intangible Capital on Firm Profitability in the Technology and Healthcare Sectors. International Journal of Financial Studies, 12(1). https://doi.org/10.3390/ijfs12010005
Eltweri, A., Sawan, N., Al-Hajaya, K., & Badri, Z. (2024). The Influence of Liquidity Risk on Financial Performance: A Study of the UK’s Largest Commercial Banks. Journal of Risk and Financial Management, 17(12), 1–23. https://doi.org/10.3390/jrfm17120580
Fakhruddin, I., & Purwanti, T. (2015). Pengaruh Rasio Kesehatan Bank Terhadap Kinerja Keuangan Bank Periode 2010-2013. Jurnal Kompartemen, XIII(2), 116–131.
Farhad Ahmed Bhatti, Ejaz Aslam, Aziz ur Rehman, Shazia Ashraf, Muhammad Aslam, & Malik Shahzad Shabbir. (2023). Does intellectual capital efficiency spur the financial performance of banks? A comparative analysis of Islamic and conventional banks in Pakistan. Al-Qanṭara, 9(3), 55–67. https://alqantarajournal.com/index.php/Journal/article/view/282
Flayyih Hamzah, M., & Dahham Tanai, G. (2024). The impact of competency-based human resources management and the resource-based approach on creative performance by mediating the knowledge economy: An analytical research in the Central Bank of Iraq. Journal of Economics and Administrative Sciences, 30(142), 51–68. https://doi.org/10.33095/g3hvsk47
Harb, E., El Khoury, R., Mansour, N., & Daou, R. (2023). Risk management and bank performance: evidence from the MENA region. Journal of Financial Reporting and Accounting, 21(5), 974–998. https://doi.org/10.1108/JFRA-07-2021-0189
Haris, M., Yao, H. X., & Fatima, H. (2024). The impact of liquidity risk and credit risk on bank profitability during COVID-19. PLoS ONE, 19(9), 1–24. https://doi.org/10.1371/journal.pone.0308356
Hasan, M. M., & Cheung, A. (Wai K. (2023). Organization capital and firm risks. China Accounting and Finance Review, 25(3), 338–367. https://doi.org/10.1108/cafr-05-2022-0044
Hermawan, S., Hanun, N. R., Nirwana, N. Q. S., & Candrawati, C. I. (2021). Intellectual Capital, Market Value, and Financial Performance: Indonesia and Malaysia’s Banking Companies. Journal of Accounting and Strategic Finance, 4(2), 135–151. https://doi.org/10.33005/jasf.v4i2.142
Hidayati, I., & Nandiroh, U. (2023). Technical Efficiency and Intellectual Capital Islamic Banks in Indonesia. Jurnal Ilmiah Akuntansi Dan Bisnis, 18(2), 357. https://doi.org/10.24843/jiab.2023.v18.i02.p11
Idris, M., Paserangi, H., Liman, P. D., & Deviany, O. (2025). The Prudential Regulation: the Preventive Effort against Non-Performing Loan (NPL) for MSMEs in Indonesia. Journal of Ecohumanism, 4(1), 1809–1825. https://doi.org/10.62754/joe.v4i1.5998
Istikamah, N., & Wulandari, W. (2023). Pengaruh Human Capital Dan Structural Capital Terhadap Kinerja Karyawan Pada Pt. Telkom Indonesia Cabang Bima. Jurnal Ilmiah Manajemen, Bisnis Dan Kewirausahaan, 3(3), 201–216. https://doi.org/10.55606/jurimbik.v3i3.583
Khairiyansyah, K., & Vebtasvili, V. (2018). Relationship between Intellectual Capital with Profitability and Productivity in Indonesian Banking Industry. Jurnal Keuangan Dan Perbankan, 22(1), 127–136. https://doi.org/10.26905/jkdp.v22i1.1577
Khalique, M., Bontis, N., bin Shaari, J. A. N., & Isa, A. H. M. (2015). Intellectual capital in small and medium enterprises in Pakistan. Journal of Intellectual Capital, 16(1), 224–238. https://doi.org/10.1108/JIC-01-2014-0014
Landry, K. B. H., Henri, G. N., & Fang, C. X. (2024). The Impact of Credit Risk Management on Commercial Banks Performance in Democratic Republic of the Congo. International Journal of Business and Management Review, 12(5), 1–20. https://doi.org/10.37745/ijbmr.2013/vol12n5120
Malik, M. F., Zaman, M., & Buckby, S. (2020). Enterprise risk management and firm performance: Role of the risk committee. Journal of Contemporary Accounting & Economics, 16(1), 100178. https://doi.org/10.1016/J.JCAE.2019.100178
Melsia, M., & Dewi, N. S. (2021). Pengaruh Intellectual Capital Terhadap Kinerja Perusahaan dan Nilai Perusahaan. Media Bisnis, 13(2), 109–130. https://doi.org/10.34208/mb.v13i2.515
Memon, M. A., Thurasamy, R., Ting, H., & Cheah, J. H. (2025). Purposive Sampling: a Review and Guidelines for Quantitative Research. Journal of Applied Structural Equation Modeling, 9(1), 1–23. https://doi.org/10.47263/JASEM.9(1)01
Ngo, H. K., & Trinh, H. T. T. (2025). The impact of financial risks on bank performance: evidence from Bayesian analysis in Vietnam’s commercial banks. Discover Sustainability, 6(1). https://doi.org/10.1007/s43621-025-01246-1
Nurkhin, A., Fachrurrozie, F., Widiatami, A. K., Baswara, S. Y., & Wolor, C. W. (2024). Does Governance Affect Non-Performing Loans? Empirical Evidence of Indonesian Banks. Banks and Bank Systems, 19(4), 58–69. https://doi.org/10.21511/bbs.19(4).2024.05
Ousama, A. A., Hammami, H., & Abdulkarim, M. (2020). The association between intellectual capital and financial performance in the Islamic banking industry: An analysis of the GCC banks. International Journal of Islamic and Middle Eastern Finance and Management, 13(1), 75–93. https://doi.org/10.1108/IMEFM-05-2016-0073
Pratama, B. C., Fakhruddin, I., Mudjiyanti, R., & Rahmah, G. (2024). The Influence Of Nim, Npl, Bopo Towards Roa In Conventional Banks Listed On The Idx For 2018-2022. 18(2), 195–222. https://doi.org/10.1201/9781032622408-13
Pratama, B. C., & Inayati, N. I. (2018). Is the Degree of Competition Weaken the Impact of Growth Towards Net- Is the Degree of Competition Weaken the Impact of Growth towards Net-profit-and-loss Sharing Margin ?: Study of Indonesian Islamic Microfinance Institutions. January. https://doi.org/10.1166/asl.2018.11939
Pratama, B. C., Putri, I., & Innayah, M. N. (2020). The Effect Of Enterprise Risk Management Disclosure, Intellectual Capital Disclosure, Independent Board Of Commissioners, Board Of Director And Audit Committee Towards Firm Value. Jurnal Manajemen Dan Keuangan, 9(1), 60–72. https://doi.org/10.33059/jmk.v9i1.2196
Pratama, B. C., Wibowo, H., & Innayah, M. N. (2019). Intellectual Capital and Firm Performance in ASEAN: The Role of Research and Development. Journal of Accounting and Investment, 20(3). https://doi.org/10.18196/jai.2003126
Pulic, A. (2004). Intellectual capital – does it create or destroy value? Measuring Business Excellence, 8(1), 62–68. https://doi.org/10.1108/13683040410524757
Rachmah, S., Subroto, B., & Subekti, I. (2023). The effect of intellectual capital on market performance with bank efficiency as a mediation variable. Journal of Accounting and Investment, 24(2), 618–632. https://doi.org/10.18196/jai.v24i2.17394
Rahman, M. M., & Akhter, B. (2021). The impact of investment in human capital on bank performance: evidence from Bangladesh. Future Business Journal, 7(1), 1–13. https://doi.org/10.1186/s43093-021-00105-5
Riani, D., Taqi, M., & Ismawati, I. (2023). Bank Efficiency and Productivity: Role of Risk and ESG Disclosure. Review of Economics and Finance, 2333–2343. https://refpress.org/wp-content/uploads/2024/01/Riani_REF.pdf
Rizky Ramdani, Pratama, B. C., Pramono, H., & Inayati, N. I. (2022). Intellectual Capital Disclosure in Indonesian Banks: The Role of Board of Commissioners. Journal of Finance and Business Digital, 1(4), 325–348. https://doi.org/10.55927/jfbd.v1i4.1916
Sahari, S., & Jais, M. (2021). Implementation of" Evaluation-Value Added Intellectual Coefficient”(Ev-Vaic) As Expansion of Intellectual Capital …. Researchgate.Net, November. https://www.researchgate.net/profile/Santy-Mayda-Batubara-2/publication/355928075_IMPLEMENTATION_OF_EVALUATION-VALUE_ADDED_INTELLECTUAL_COEFFICIENT_EV-VAIC_AS_EXPANSION_OF_INTELLECTUAL_CAPITAL_MEASUREMENT_MODEL/links/6184fcd03c987366c32c46d7/IMPLEMENTATIO
Sardo, F., Serrasqueiro, Z., & Alves, H. (2018). On the relationship between intellectual capital and financial performance: A panel data analysis on SME hotels. International Journal of Hospitality Management, 75, 67–74. https://doi.org/10.1016/J.IJHM.2018.03.001
Sari, S., Ajija, S. R., Wasiaturrahma, W., & Ahmad, R. A. R. (2022). The Efficiency of Indonesian Commercial Banks: Does the Banking Industry Competition Matter? Sustainability (Switzerland), 14(17), 1–16. https://doi.org/10.3390/su141710995
Shabrina, A. N., Pratama, B. C., Fakhruddin, I., & Wibowo, H. (2021). Pengaruh Intellectual Capital, Islamic Social Reporting, Kepemilikan Publik, Ukuran Dewan Pengawas Syariah Dan Jumlah Rapat Dewan Pengawas Syariah Terhadap Social Performance (Studi Empiris Pada Bank Umum Syariah Terdaftar Pada OJK Tahun 2008-2019). Ratio : Reviu Akuntansi Kontemporer Indonesia, 2(2), 92–110. https://doi.org/10.30595/ratio.v2i2.10376
Smriti, N., & Das, N. (2018). The impact of intellectual capital on firm performance: a study of Indian firms listed in COSPI. Journal of Intellectual Capital, 19(5), 935–964. https://doi.org/10.1108/JIC-11-2017-0156
Suryani, E., & Purbohastuti, A. W. (2020). Ukuran Perusahaan atas Nilai Perusahaan melalui Profitabilitas. Jurnal Riset Akuntansi Terpadu, 13(2), 256. https://doi.org/10.35448/jrat.v13i2.9226
Tan, M. M., Xu, D. L., & Yang, J. B. (2022). Corporate Failure Risk Assessment for Knowledge-Intensive Services Using the Evidential Reasoning Approach. Journal of Risk and Financial Management, 15(3). https://doi.org/10.3390/jrfm15030131
Testa, M., D’Amato, A., Singh, G., & Festa, G. (2024). Innovative profiles of TQM in banking management. The relationship between employee training and risk mitigation. TQM Journal, 36(3), 940–957. https://doi.org/10.1108/TQM-01-2022-0043
Ul Rehman, W., Saltik, O., Degirmen, S., Ocak, M., & Shabbir, H. (2023). Dynamics of intellectual capital and financial performance in ASEAN banks. Arab Gulf Journal of Scientific Research. https://doi.org/10.1108/AGJSR-12-2022-0287
Ur Rehman, A., Aslam, E., & Iqbal, A. (2022). Intellectual capital efficiency and bank performance: Evidence from islamic banks. Borsa Istanbul Review, 22(1), 113–121. https://doi.org/10.1016/J.BIR.2021.02.004
Vo, D. H., Vo, A. T., & Ho, C. M. (2024). The short- and long-run effect of human capital on income inequality: Empirical evidence in the ASEAN region. PLoS ONE, 19(7 July), 1–18. https://doi.org/10.1371/journal.pone.0304678
Wahyuantika, D., Inayati, N. I., Fitriati, A., & Pratama, B. C. (2023). The Influence of Intellectual Capital and Islamicity Performance Index On Islamic Social Reporting Disclosures. Jurnal Ilmiah Ekonomi Islam, 9(2), 2545. https://doi.org/10.29040/jiei.v9i2.7383
Wu, X., & Cheng, G. (2024). The performance and stability of financial institutions after digital transformation: The importance of regional policies. Finance Research Letters, 66, 105671. https://doi.org/10.1016/J.FRL.2024.105671
Wulandari, B., Khetrin, K., & Seviyani, K. (2021). Pengaruh Loan To Deposit Ratio (LDR), Biaya Operasional, Pendapatan Operasional (BOPO), Kurs, Capital Adequacy Ratio, Ukuran Bank Dan Inflasi Terhadap Non Performing Loan (NPL) Di Perusahaan Perbankan Terdaftar Di BEI. Journal of Economic, Bussines and Accounting (COSTING), 5(1), 45–52. https://doi.org/10.31539/costing.v5i1.2236
Yoewono, H., & Ananto, P. (2024). Enhancing Bank Performance: Integrating Enterprise Risk Management with Mobile Banking Applications. Journal of Economics, Business, and Accountancy Ventura, 27(2), 207–216. https://doi.org/10.14414/jebav.v27i2.4572
Yu, J. (2024). Stabilizing leverage, financial technology innovation, and commercial bank risks: Evidence from China. Economic Modelling, 131(July 2022), 106599. https://doi.org/10.1016/j.econmod.2023.106599
Zuo, L., Strauss, J., & Zuo, L. (2021). The digitalization transformation of commercial banks and its impact on sustainable efficiency improvements through investment in science and technology. Sustainability (Switzerland), 13(19). https://doi.org/10.3390/su131911028