How Does Banking Innovation Impact Banking Stability in Indonesia? The Moderating Role of Gender Diversity
DOI:
https://doi.org/10.61459/ijfs.v2i2.74Keywords:
Banking Innovation, Banking Stability, Gender DiversityAbstract
This study aims to examine the impact of banking innovation on banking stability in Indonesia. Using financial data from 46 banks listed on the Indonesia Stock Exchange from 2004 to 2022 with 637 observations, this study applies the Ordinary Least Squares (OLS) method for its analysis. The results of this study show that banking innovation exerts a significant positive influence on banking stability in Indonesia. However, a surprising finding emerges from the moderation of gender diversity which turns out to have a negative effect on the relationship between banking innovation and banking stability, contrary to the literature that often shows a positive effect of gender diversity on firm performance. Additional analysis suggests that despite innovations, SOEs with strict structures and regulations may not be able to fully capitalise on the efficacy of such innovations due to bureaucratic barriers and strict government policies. In contrast, non-SOE firms are more agile and able to implement innovations with higher effectiveness, which contributes to their financial stability. The study also analyses various financial quadrants, showing that the effect of innovation on banking stability varies based on asset characteristics and firm age.
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Aboramadan, M., Albashiti, B., Alharazin, H., & Zaidoune, S. (2019). Organizational Culture, Innovation and Performance: A Study From a Non-Western Context. The Journal of Management Development, 39(4), 437–451. https://doi.org/10.1108/jmd-06-2019-0253
Acharya, V. V, & Ryan, S. G. (2016). Banks’ financial reporting and financial system stability. Journal of Accounting Research, 54(2), 277–340.
Achour, Z. (2022). Board Gender Diversity and Firm Risk. https://doi.org/10.5772/intechopen.100189
Addy, W. A., Ajayi-Nifise, A. O., Bello, B. G., Tula, S. T., Odeyemi, O., & Falaiye, T. (2024). AI in credit scoring: A comprehensive review of models and predictive analytics. Global Journal of Engineering and Technology Advances, 18(2), 118–129.
Addy, W. A., Ugochukwu, C. E., Oyewole, A. T., Ofodile, O. C., Adeoye, O. B., & Okoye, C. C. (2024). Predictive analytics in credit risk management for banks: A comprehensive review. GSC Advanced Research and Reviews, 18(2), 434–449.
Ahamed, M. M., & Mallick, S. (2019). Is Financial Inclusion Good for Bank Stability? International Evidence. Journal of Economic Behavior & Organization, 157, 403–427. https://doi.org/10.1016/j.jebo.2017.07.027
Ahmed, M. (2024). The Impact of Workforce Diversity on Organizational Performance a Case Study of Unilever. Irapa International Journal of Business Studies, 1(1), 18–33. https://doi.org/10.48112/iijbs.v1i1.777
Ajide, F. M. (2016). Financial Innovation and Sustainable Development in Selected Countries in West Africa. Journal of Entrepreneurship Management and Innovation, 12(3), 85–111. https://doi.org/10.7341/20161234
Akhisar, I., Tunay, K. B., & Tunay, N. (2015). The effects of innovations on bank performance: The case of electronic banking services. Procedia-Social and Behavioral Sciences, 195, 369–375.
Al-Sahlani, H. K. (2023). The Impact of Financial Innovation on the Performance - Evidence From the Iraqi Banking System. Journal of Economics Finance and Management Studies, 06(10). https://doi.org/10.47191/jefms/v6-i10-35
Almamy, J., Aston, J., & Ngwa, L. 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, 36, 278–285.
Alt, R., & Puschmann, T. (2012). The rise of customer-oriented banking-electronic markets are paving the way for change in the financial industry. Electronic Markets, 22, 203–215.
Amjad, U., Abbas, Q., & Khan, M. A. (2023). Can the Interplay of Risk Management and Financial Innovation Affect the Bank’s Performance in Pakistan? International Journal of Trends and Innovations in Business & Social Sciences, 1(4), 136–145.
Anggraini, A. K. (2024). Does Cash Holding, Intellectual Capital, Gender Diversity of the Board of Directors Affect Firm Value? Jasa (Jurnal Akuntansi Audit Dan Sistem Informasi Akuntansi), 8(1), 15–28. https://doi.org/10.36555/jasa.v8i1.2272
Anielak, K. (2018). The Impact of Innovation on the Improvement of the Competitiveness of Banks – An Analysis of Case Studies. Ekonomia Międzynarodowa, 22, 55–78. https://doi.org/10.18778/2082-4440.22.03
Babenko, M. V. (2021). Financial Technologies for Bank Financial Stability Management in Economical Turbulence Conditions. Vuzf Review, 6(3), 90–99. https://doi.org/10.38188/2534-9228.21.3.10
Badea, I., & Matei, G. (2016). The Z-score model for predicting periods of financial instability. Z-score estimation for the banks listed on bucharest stock exchange. Finance: Challenges of the Future, 16(18).
Berger, A. N., Klapper, L. F., & Turk-Ariss, R. (2009). Bank competition and financial stability. In Handbook of competition in banking and finance (pp. 185–204). Edward Elgar Publishing.
Boukattaya, S., & Omri, A. (2018). Gender diversity and firm performance: evidence from French boardrooms. EuroMed Journal of Management, 2(4), 356–368.
Bresciani, S., Ferraris, A., & Del Giudice, M. (2016). R&D internationalization in Asian developing countries: evidence from European multinationals. Mercati e Competitività: 3, 2016, 25–44.
Broby, D. (2021). Financial technology and the future of banking. Financial Innovation, 7(1), 47.
Carter, D. A., D’Souza, F. P., Simkins, B. J., & Simpson, W. (2010). The Gender and Ethnic Diversity of US Boards and Board Committees and Firm Financial Performance. Corporate Governance an International Review, 18(5), 396–414. https://doi.org/10.1111/j.1467-8683.2010.00809.x
Chipeta, C., & Muthinja, M. M. (2018). Financial Innovations and Bank Performance in Kenya: Evidence From Branchless Banking Models. South African Journal of Economic and Management Sciences, 21(1). https://doi.org/10.4102/sajems.v21i1.1681
Choudhry, M. (2018). An introduction to banking: principles, strategy and risk management. John Wiley & Sons.
Coccia, M. (2017). Sources of technological innovation: Radical and incremental innovation problem-driven to support competitive advantage of firms. Technology Analysis & Strategic Management, 29(9), 1048–1061.
Degl’Innocenti, M., Grant, K., Šević, A., & Tzeremes, N. (2018). Financial Stability, Competitiveness and Banks’ Innovation Capacity: Evidence From the Global Financial Crisis. International Review of Financial Analysis, 59, 35–46. https://doi.org/10.1016/j.irfa.2018.07.009
Douglas, D. D. (2024). The Transformative Impact of AI in Finance and Banking. Journal of Investment, Banking and Finance, 2(1), 1–8.
Dovha, N., & Boychenko, V. (2017). Can Banking Innovations Lead to New Financial Crisis: Case of Central and Eastern Europe. Financial Markets Institutions and Risks, 1(2), 80–86. https://doi.org/10.21272/fmir.1(2).80-86.2017
Duodu, B., & Rowlinson, S. (2019). Intellectual capital for exploratory and exploitative innovation: Exploring linear and quadratic effects in construction contractor firms. Journal of Intellectual Capital, 20(3), 382–405.
Duppati, G., Rao, N. V, Matlani, N., Scrimgeour, F., & Patnaik, D. (2020). Gender diversity and firm performance: evidence from India and Singapore. Applied Economics, 52(14), 1553–1565.
Ediagbonya, V., & Tioluwani, C. (2023). The role of fintech in driving financial inclusion in developing and emerging markets: issues, challenges and prospects. Technological Sustainability, 2(1), 100–119.
El-Deeb, M. S., & Mohamed, L. (2024). The moderating role of board gender diversity on the association between audit committee attributes and integrated reporting quality. Future Business Journal, 10(1), 85.
Fethi, M. D., & Pasiouras, F. (2010). Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey. European Journal of Operational Research, 204(2), 189–198.
Forrer, A. S., & Forrer, D. A. (2015). Analysis of the Relationship Between Economic Cycle Swings and Adoption Rate Models of Financial Innovation Diffusion. Journal of Business & Economics Research (Jber), 13(2), 103. https://doi.org/10.19030/jber.v13i2.9179
Giudici, P. (2018). Fintech risk management: A research challenge for artificial intelligence in finance. Frontiers in Artificial Intelligence, 1, 1.
Glushchenko, M., Hodasevich, N., & Kaufman, N. (2019). Innovative financial technologies as a factor of competitiveness in the banking. SHS Web of Conferences, 69, 43.
Gomber, P., Kauffman, R. J., Parker, C., & Weber, B. W. (2018). On the fintech revolution: Interpreting the forces of innovation, disruption, and transformation in financial services. Journal of Management Information Systems, 35(1), 220–265.
González, L. O., Gil, L. I. R., Cunill, O. M., & Lindahl, J. M. M. (2016). The effect of financial innovation on European banks’ risk. Journal of Business Research, 69(11), 4781–4786.
Gull, A. A., Nekhili, M., Nagati, H., & Chtioui, T. (2018). Beyond gender diversity: How specific attributes of female directors affect earnings management. The British Accounting Review, 50(3), 255–274.
Hafeez, B., Li, X., Kabir, M. H., & Tripe, D. (2022). Measuring bank risk: Forward-looking z-score. International Review of Financial Analysis, 80, 102039.
Hakizimana, S., Wairimu, M.-M. C., & Stephen, M. (2023). Digital Banking Transformation and Performance-Where Do We Stand? International Journal of Management Research and Emerging Sciences, 13(1).
Hasan, M., Hoque, A., & Le, T. (2023). Big data-driven banking operations: Opportunities, challenges, and data security perspectives. FinTech, 2(3), 484–509.
Hesniati, H. (2024). Board Gender Diversity and Its Impact on Firm Risk-Taking. Jurnal Dinamika Manajemen, 15(1), 1–9. https://doi.org/10.15294/jdm.v15i1.47872
Ibiamke, S. S. (2023). Risk Management Committee Gender and Likelihood of Financial Distress of Listed Deposit Money Banks in Nigeria. European Journal of Accounting Auditing and Finance Research, 11(11), 59–73. https://doi.org/10.37745/ejaafr.2013/vol11n115973
Johnson, K. N. (2019). Automating the risk of bias. Geo. Wash. L. Rev., 87, 1214.
Jote, G. G. (2023). Financial Innovation and Its Effects on Bank Financial Performance: Evidence From Ethiopian Commercial Banks. Ajocs, 3(1), 46–66. https://doi.org/10.59413/ajocs/v3.i1.3
Jungo, J., Madaleno, M., & Botelho, A. (2023). Controlling Corruption in African Countries: Innovation, Financial Inclusion and Access to Education as Alternative Measures. International Journal of Social Economics, 50(6), 766–786. https://doi.org/10.1108/ijse-08-2022-0520
Keller, H. (2024). Gender Diversity in Corporate Leadership and Firm Financial Performance in Germany. International Journal of Leadership and Governance, 4(2), 37–48. https://doi.org/10.47604/ijlg.2694
Khalifaturofi’ah, S. O. (2020). Financial Innovation in Conventional Banking in Indonesia. Jurnal Bisnis Dan Manajemen, 21(1), 70–85. https://doi.org/10.24198/jbm.v21i1.459
Khan, H. H., Khan, S., & Ghafoor, A. (2023). Fintech adoption, the regulatory environment and bank stability: An empirical investigation from GCC economies. Borsa Istanbul Review, 23(6), 1263–1281.
Khaw, K. L., & Liao, J. (2018). Board Gender Diversity and Its Risk Monitoring Role: Is It Significant? Asian Academy of Management Journal of Accounting and Finance, 14(1), 83–106. https://doi.org/10.21315/aamjaf2018.14.1.4
Khudolii, Y. (2023). The Impact of Innovation and Fintech on the Banking Business. Sciencerise, 3, 41–50. https://doi.org/10.21303/2313-8416.2023.003218
Kolodiziev, O., Chmutova, I., & Biliaieva, V. (2016). Selecting a Kind of Financial Innovation According to the Level of a Bank’s Financial Soundness and Its Life Cycle Stage. Banks and Bank Systems, 11(4), 40–49. https://doi.org/10.21511/bbs.11(4).2016.04
Kuehnhausen, F. (2014). The Impact of Financial Innovation on Firm Stability. BIFEC Book of Abstracts & Proceedings, 1(2), 211–239.
Lai, X., Yue, S., Guo, C., & Zhang, X. (2023). Does FinTech reduce corporate excess leverage? Evidence from China. Economic Analysis and Policy, 77, 281–299.
Lee, C. C., Li, X., Yu, C. H., & Zhao, J. (2021). Does fintech innovation improve bank efficiency? Evidence from China’s banking industry. International Review of Economics and Finance, 74(June 2020), 468–483. https://doi.org/10.1016/j.iref.2021.03.009
Li, C. (2024). Digitalization and the “Too Big to Fail” Dilemma: Mechanisms and Asymmetric Effects of Banks’ Fintech Innovation on Total Factor Productivity. Technological and Economic Development of Economy, 30(2), 464–488. https://doi.org/10.3846/tede.2024.21299
Li, C., He, S., Tian, Y., Sun, S., & Ning, L. (2022). Does the bank’s FinTech innovation reduce its risk-taking? Evidence from China’s banking industry. Journal of Innovation & Knowledge, 7(3), 100219. https://doi.org/https://doi.org/10.1016/j.jik.2022.100219
Li, F., Lu, H., Hou, M., Cui, K., & Darbandi, M. (2021). Customer satisfaction with bank services: The role of cloud services, security, e-learning and service quality. Technology in Society, 64, 101487.
Liu, D., Fang, H., Tang, Y., Isa, S. M., & Jin-quan, T. (2023). Intelligent Technology Solutions and Banking Efficiency: The Impacts of Institutional Innovation and Consumer Participation. Sage Open, 13(2). https://doi.org/10.1177/21582440231184205
Liu, T.-K. (2022). Financial Innovation, Financial Patents and Business Performance: An Empirical Study on the Banking Industry in Taiwan. Asian Economic and Financial Review, 12(11), 909–922. https://doi.org/10.55493/5002.v12i11.4634
Lu, M. (2018). Banking Financial Services Risk Based on Information Management System. https://doi.org/10.2991/isss-18.2018.134
Lütjen, H., Schultz, C., Tietze, F., & Urmetzer, F. (2019). Managing ecosystems for service innovation: A dynamic capability view. Journal of Business Research, 104, 506–519.
Mahmoud, M. A., Hinson, R. E., & Anim, P. A. (2018). Service innovation and customer satisfaction: the role of customer value creation. European Journal of Innovation Management, 21(3), 402–422.
Malhotra, R., & Malhotra, D. K. (2023). The Impact of Technology, Big Data, and Analytics: The Evolving Data-Driven Model of Innovation in the Finance Industry. Journal of Financial Data Science, 5(3).
Muhammad, H., Migliori, S., & Mohsni, S. (2022). Corporate Governance and Firm Risk-Taking: The Moderating Role of Board Gender Diversity. Meditari Accountancy Research, 31(3), 706–728. https://doi.org/10.1108/medar-07-2020-0949
Naili, M., & Lahrichi, Y. (2022). The determinants of banks’ credit risk: Review of the literature and future research agenda. International Journal of Finance & Economics, 27(1), 334–360.
Nampewo, D., & Opolot, J. (2016). Financial innovations and money velocity in Uganda. African Development Review, 28(4), 371–382.
Neto, J. F. da S. (2021). Essays on the european banks financial stability, profitability, and efficiency.
Okenabirhie, A. D. (2021). Innovation and Technological Effects on Labour Turnover in the Commercial Banking Sector in Nigeria. The International Journal of Business & Management, 9(4). https://doi.org/10.24940/theijbm/2021/v9/i4/bm2104-014
Onumah, J. M., & Duho, K. C. T. (2019). Intellectual capital: its impact on financial performance and financial stability of Ghanaian banks. Athens Journal of Business and Economics, 5(3), 243–268.
Oradi, J., & Izadi, J. (2019). Audit Committee Gender Diversity and Financial Reporting: Evidence From Restatements. Managerial Auditing Journal, 35(1), 67–92. https://doi.org/10.1108/maj-10-2018-2048
Özdemir, Ö., & Erkmen, E. (2022). Top Management Team Gender Diversity and Firm Risk-Taking in the Hospitality Industry. International Journal of Contemporary Hospitality Management, 34(5), 1739–1767. https://doi.org/10.1108/ijchm-06-2021-0719
Prochniak, M., & Wasiak, K. (2017). The impact of the financial system on economic growth in the context of the global crisis: empirical evidence for the EU and OECD countries. Empirica, 44, 295–337.
Pürhani, S., Huseynova, A., Hakimova, Y., Kashiyeva, F., & Guluzada, E. (2023). Features of capital investment in innovation: The case of industrial SMEs in the GUAM countries. Journal of Eastern European and Central Asian Research (JEECAR), 10(2), 281–292.
Rodriguez, J. (2023). Does Board Gender Diversity Affect Firms’ Expected Risk? Studies in Economics and Finance, 41(2), 389–409. https://doi.org/10.1108/sef-05-2023-0245
Sáez-Martínez, F. J., Díaz-García, C., & Gonzalez-Moreno, A. (2016). Firm technological trajectory as a driver of eco-innovation in young small and medium-sized enterprises. Journal of Cleaner Production, 138, 28–37.
Saif-Alyousfi, A. Y. H., Saha, A., & Md-Rus, R. (2020). The impact of bank competition and concentration on bank risk-taking behavior and stability: Evidence from GCC countries. The North American Journal of Economics and Finance, 51, 100867.
Saleh, A. A., M., Wu, D., Emad Areef Alhaleh, S., Effah, N. A. A., & Tawab Abdelrahman Sayed, A. (2023). Board gender diversity and earnings management: what difference does gender quota legislation make in emerging market? Journal of Financial Reporting and Accounting.
Sanan, N. K. (2016). Board gender diversity and firm performance: evidence from India. Asian Journal of Business Ethics, 5(1), 1–18.
Santos-Arteaga, F. J., Tavana, M., Torrecillas, C., & Di Caprio, D. (2020). Innovation dynamics and financial stability: A European Union perspective.
Sapulette, M. S., Effendi, N., & Santoso, T. (2021). Fintech, banks, and the COVID-19 pandemic: Evidence from Indonesia. Bulletin of Monetary Economics and Banking, 24(4), 559–588.
Shafiya, S., Ahmad, A., & Sohail, A. (2022). Investigating the Role of Financial Innovation on Islamic Financial Institutions Performance During Covid-19. Gomal University Journal of Research, 38(02), 171–179. https://doi.org/10.51380/gujr-38-02-04
Shao, L., You, J., Xu, T., & Shao, Y. (2020). Non-Parametric Model for Evaluating the Performance of Chinese Commercial Banks’ Product Innovation. Sustainability, 12(4), 1523. https://doi.org/10.3390/su12041523
Sholichah, M. (2022). Gender Diversity Board of Directors and Funding Decisions and Company Performance on the Indonesia Stock Exchange. Journal Universitas Muhammadiyah Gresik Engineering Social Science and Health International Conference (Umgeshic), 1(2), 989. https://doi.org/10.30587/umgeshic.v1i2.3547
Sitohang, D. L. C. (2023). The Effect of Firm Size and Gender Diversity on Tax Avoidance: Case Study on Health Companies Listed on BEI in 2018-2022. Gema Wiralodra, 14(3), 1380–1387. https://doi.org/10.31943/gw.v14i3.580
Sukumar, A., Jafari-Sadeghi, V., Garcia-Perez, A., & Dutta, D. K. (2020). The potential link between corporate innovations and corporate competitiveness: evidence from IT firms in the UK. Journal of Knowledge Management, 24(5), 965–983.
Tashtamirov, M. (2023). Financial Innovation and Digital Technology in the Banking System: An Institutional Perspective. SHS Web of Conferences, 172, 2004. https://doi.org/10.1051/shsconf/202317202004
Teodósio, J., Lisboa, I., & Oliveira, C. (2023). Board Gender Diversity and Capital Structure: Evidence From the Portuguese Listed Firms. International Journal of Applied Economics Finance and Accounting, 16(2), 173–198. https://doi.org/10.33094/ijaefa.v16i2.945
Трусова, Н. В., Chkan, I., Radchenko, N., Yakusheva, I. Y., & Rubtsova, N. N. (2021). Marketing of Development Banking Innovations in the Financial Market of Ukraine. Studies of Applied Economics, 39(9). https://doi.org/10.25115/eea.v39i9.5660
Tran, O. K. T., Duong, K. D., & Nguyen, N. N. T. (2022). Innovations and Liquidity Risks: Evidence From Commercial Banks in Vietnam. Journal of International Studies, 15(3), 145–157. https://doi.org/10.14254/2071-8330.2022/15-3/10
Ujunwa, A., Onah, E., Ujunwa, A. I., Okoyeuzu, C., & Kalu, E. U. (2022). Financial Innovation and the Stability of Money Demand in Nigeria. African Development Review, 34(2), 215–231. https://doi.org/10.1111/1467-8268.12631
Vacca, A., Iazzi, A., Vrontis, D., & Fait, M. (2020). The Role of Gender Diversity on Tax Aggressiveness and Corporate Social Responsibility: Evidence From Italian Listed Companies. Sustainability, 12(5), 2007. https://doi.org/10.3390/su12052007
Vassakis, K., Petrakis, E., & Kopanakis, I. (2018). Big data analytics: applications, prospects and challenges. Mobile Big Data: A Roadmap from Models to Technologies, 3–20.
Verma, D., & Chakarwarty, Y. (2023). Impact of Bank Competition on Financial Stability-a Study on Indian Banks. Competitiveness Review an International Business Journal Incorporating Journal of Global Competitiveness, 34(2), 277–304. https://doi.org/10.1108/cr-07-2022-0102
Yao, D., & García de Soto, B. (2024). Cyber Risk Assessment Framework for the Construction Industry Using Machine Learning Techniques. Buildings, 14(6), 1561.
Ye, D., Deng, J., Liu, Y., Szewczyk, S. H., & Chen, X. (2019). Does board gender diversity increase dividend payouts? Analysis of global evidence. Journal of Corporate Finance, 58, 1–26.
Yousry, A., Song, Y., & Elsayed, M. (2022). On the Likelihood and Type of Merger and Acquisition in the US Listed Companies: The Role of Females on the Board. International Journal of Accounting and Information Management, 30(3), 391–407. https://doi.org/10.1108/ijaim-10-2021-0205
Yuliana, I. (2019). Diversity of the Executive Board, Investment Decisions, and Firm Value: Is Gender Important in Indonesia? Jurnal Reviu Akuntansi Dan Keuangan, 9(3), 387. https://doi.org/10.22219/jrak.v9i3.10019
YuSheng, K., & Ibrahim, M. (2019). Service innovation, service delivery and customer satisfaction and loyalty in the banking sector of Ghana. International Journal of Bank Marketing, 37(5), 1215–1233.
Zhu, L., Li, M., & Metawa, N. (2021). Financial risk evaluation Z-score model for intelligent IoT-based enterprises. Information Processing & Management, 58(6), 102692.
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