Does financial inclusion moderate the effect of digital transformation on banks’ performance in China?

Abstract Digital transformation remains a passion. Globally, science and technology are transforming businesses to make them more competitive and conducive to sustainable development. However, rapid advancements in financial technology have enabled financial institutions to steal customers from traditional banks, resulting in their demise. Consequently, this study employs the System GMM-two step estimator and data from 118 Chinese banks from 2014 to 2021 investigate the issue. Empirical evidence suggests that banks’ digital transformation has a negative impact on their profitability to some extent, but digital inclusive finance has enabled the bank to change its digital transformation behavior and enhance its operational performance. Therefore, banks must continue to strengthen their digital transformation by expanding online customer services, increasing the use of e-accounts and mobile applications, providing digital offline services, strengthening digital risk management and privacy and security controls, reducing customer psychological risk, and promoting financial inclusion. Financial inclusion should simultaneously achieve reduced financial exclusion of customers and increased financial literacy of customers. All these factors will help banks to maintain profitability by leveraging synergies with financial inclusion in the process of digital transformation.

[1]  Xuanli Xie,et al.  Digital transformation of commercial banks in China: Measurement, progress and impact , 2023, China Economic Quarterly International.

[2]  Mohsin Ali,et al.  Digital transformation, diversification and stability: What do we know about banks? , 2023, Economic Analysis and Policy.

[3]  Ayesha Afzal,et al.  The role of fintech in promoting green finance, and profitability: Evidence from the banking sector in the euro zone , 2023, Economic Analysis and Policy.

[4]  Amar Johri,et al.  Exploring Customer Awareness towards Their Cyber Security in the Kingdom of Saudi Arabia: A Study in the Era of Banking Digital Transformation , 2023, Human Behavior and Emerging Technologies.

[5]  Heikki Karjaluoto,et al.  Mobile money as a driver of digital financial inclusion , 2023, Technological Forecasting and Social Change.

[6]  Mawuli K. Couchoro,et al.  Digital transformation, banking stability, and financial inclusion in Sub‐Saharan Africa , 2022, Strategic Change.

[7]  W. Sun,et al.  Financial inclusion and bank risk taking: The effect of information sharing , 2022, Finance Research Letters.

[8]  W. Cook,et al.  Has the technological investment been worth it? Assessing the aggregate efficiency of non-homogeneous bank holding companies in the digital age , 2022, Technological Forecasting and Social Change.

[9]  M. Konte,et al.  Mobile money, traditional financial services and firm productivity in Africa , 2022, Small Business Economics.

[10]  E. Thalassinos,et al.  The Impact of Digital Transformation on Performance: Evidence from Vietnamese Commercial Banks , 2022, Journal of Risk and Financial Management.

[11]  Hung-Tai Tsou,et al.  How does digital technology usage benefit firm performance? Digital transformation strategy and organisational innovation as mediators , 2021, Technol. Anal. Strateg. Manag..

[12]  K. Kiswanto,et al.  Net Interest Margin and Capital Adequacy ratio: Mediating influence of Bank Profitability , 2021, Jurnal Dinamika Akuntansi.

[13]  Shveta Singh,et al.  Technological diffusion, banking efficiency and Solow's paradox: A frontier-based parametric and non-parametric analysis , 2021 .

[14]  Le Hoang Anh,et al.  The Impact of Digital Transformation on the Economic Growth of the Countries , 2021, Prediction and Causality in Econometrics and Related Topics.

[15]  Chandra Mohan Malladi,et al.  Digital financial inclusion: next frontiers—challenges and opportunities , 2021, CSI Transactions on ICT.

[16]  Chi‐Chuan Lee,et al.  Does fintech innovation improve bank efficiency? Evidence from China’s banking industry , 2021, International Review of Economics & Finance.

[17]  S. Naumenkova,et al.  Innovation risk management in financial institutions , 2021 .

[18]  P. McCann,et al.  Financial Inclusion and Inclusive Development in Indonesia , 2021, Challenges of Governance.

[19]  Babu George,et al.  Demand for credit in high-density markets in Kampala: Application of digital lending and implication for product innovation , 2020, Journal of International Studies.

[20]  Derviş Kırıkkaleli,et al.  Institutional Quality, Bank Finance and Technological Innovation: A way forward for Fourth Industrial Revolution in BRICS Economies , 2020 .

[21]  Emmanuel Mogaji,et al.  Digital Transformation in Financial Services Provision: A Nigerian Perspective to the Adoption of Chatbot , 2020, Journal of Enterprising Communities: People and Places in the Global Economy.

[22]  P. Narayan,et al.  Do financial technology firms influence bank performance? , 2020, Pacific-Basin Finance Journal.

[23]  Sven Laumer,et al.  Why Context Matters: Explaining the Digital Transformation of the Manufacturing Industry and the Role of the Industry's Characteristics in It , 2020, Pac. Asia J. Assoc. Inf. Syst..

[24]  J. Kriebel,et al.  Measuring the Effect of Digitalization Efforts on Bank Performance , 2020, Academy of Management Proceedings.

[25]  Belinda Laura Del Gaudio,et al.  How do mobile, internet and ICT diffusion affect the banking industry? An empirical analysis , 2020, European Management Journal.

[26]  A. Alhassan,et al.  Asset‐Liability Management and bank profitability: Statistical cost accounting analysis from an emerging market , 2020, International Journal of Finance & Economics.

[27]  Carsten Maple,et al.  Cyber security in the age of COVID-19: A timeline and analysis of cyber-crime and cyber-attacks during the pandemic , 2020, Computers & Security.

[28]  Allen N. Berger,et al.  Banks and the real economy: An assessment of the research , 2020, Journal of Corporate Finance.

[29]  D. Das,et al.  Perception, Adoption, and Pattern of Usage of FinTech Services by Bank Customers: Evidences from Hojai District of Assam , 2020, Emerging Economy Studies.

[30]  Komivi Afawubo,et al.  Mobile money adoption and households’ vulnerability to shocks: Evidence from Togo , 2020, Applied Economics.

[31]  Leora F. Klapper,et al.  The Global Findex Database 2017: Measuring Financial Inclusion and Opportunities to Expand Access to and Use of Financial Services* , 2020 .

[32]  Tajul Ariffin Masron,et al.  Food security and environmental degradation: evidence from developing countries , 2019, GeoJournal.

[33]  Mike Wright,et al.  The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes , 2019, Research Policy.

[34]  J. Kriebel,et al.  The Effect of Digital Transformation on Bank Performance , 2019, SSRN Electronic Journal.

[35]  A. Thakor Fintech and Banking: What Do We Know? , 2019, Journal of Financial Intermediation.

[36]  Gregory Vial,et al.  Understanding digital transformation: A review and a research agenda , 2019, J. Strateg. Inf. Syst..

[37]  J. Mylonakis Digital Transformation of the Greek Retail Banking: An Evaluation of Systemic Banks’ Websites , 2018, Business Management and Strategy.

[38]  Sangita Gupta,et al.  Information technology and profitability: evidence from Indian banking sector , 2018, International Journal of Emerging Markets.

[39]  I. Adelopo,et al.  Determinants of bank profitability before, during and after the financial crisis , 2018 .

[40]  Julapa Jagtiani,et al.  Do Fintech Lenders Penetrate Areas that are Underserved by Traditional Banks? , 2018, Journal of Economics and Business.

[41]  Hatem Elfeituri Market Concentration, Foreign Ownership and Determinants of Bank Financial Performance: Evidence from MENA Countries , 2018 .

[42]  Royston Greenwood,et al.  Digital innovation and transformation: An institutional perspective , 2018, Inf. Organ..

[43]  Suling Jia,et al.  Resource orchestration for innovation: the dual role of information technology , 2018, Technol. Anal. Strateg. Manag..

[44]  L. Swinkels,et al.  The impact of FinTech start-ups on incumbent retail banks’ share prices , 2017 .

[45]  T. Hassan,et al.  Firm-Level Political Risk: Measurement and Effects , 2017, The Quarterly Journal of Economics.

[46]  S. Mallick,et al.  Is financial inclusion good for bank stability? International evidence , 2017, Journal of Economic Behavior & Organization.

[47]  L. Gambacorta,et al.  Monetary Policy and Bank Lending in a Low Interest Rate Environment: Diminishing Effectiveness? , 2017 .

[48]  Mahmood Hajli,et al.  Information technology (IT) productivity paradox in the 21st century , 2015 .

[49]  Amine Tarazi,et al.  Is Bank Income Diversification Beneficial? Evidence from an Emerging Economy , 2013 .

[50]  Aykut Karakaya,et al.  Noninterest (Nonprofit) Income and Financial Performance at Turkish Commercial and Participation Banks , 2012 .

[51]  K. Vincent,et al.  Cell Phones, Electronic Delivery Systems and Social Cash Transfers: Recent Evidence and Experiences from Africa , 2011 .

[52]  B. Tabak,et al.  Determinants of bank efficiency: The case of Brazil , 2010, Eur. J. Oper. Res..

[53]  Elena Beccalli,et al.  Does IT investment improve bank performance? Evidence from Europe , 2007 .

[54]  M. Nieto,et al.  Is the Internet delivery channel changing banks’ performance? The case of Spanish banks , 2007 .

[55]  Badi H. Baltagi,et al.  Forecasting with Panel Data , 2007, SSRN Electronic Journal.

[56]  Milind Sathye,et al.  The impact of internet banking on performance and risk profile: Evidence from Australian credit unions , 2005 .

[57]  Anandhi S. Bharadwaj,et al.  A Resource-Based Perspective on Information Technology Capability and Firm Performance: An Empirical Investigation , 2000, MIS Q..

[58]  R. Levine Financial Development and Economic Growth: Views and Agenda , 1999 .

[59]  I. Hasan,et al.  The performance of de novo commercial banks: A profit efficiency approach , 1998 .

[60]  J. Barney Firm Resources and Sustained Competitive Advantage , 1991 .

[61]  R. Lucas On the Mechanics of Economic Development , 1988 .

[62]  M. Farrell The Measurement of Productive Efficiency , 1957 .

[63]  C. Mbohwa,et al.  Industrial internet of things (IIoT): opportunities, challenges, and requirements in manufacturing businesses in emerging economies , 2023, ISM.

[64]  Zijing Huang Research on the Impact of Digital Transformation of Commercial Banks on Profitability , 2023, SHS Web of Conferences.

[65]  A. García-Pérez,et al.  Exploring the impact of digital transformation on technology entrepreneurship and technological market expansion: The role of technology readiness, exploration and exploitation , 2021 .

[66]  H. Øverby,et al.  The Long Tail , 2021, Introduction to Digital Economics.

[67]  J. Lukić,et al.  Reshaping Banking Industry Through Digital Transformation , 2019, Proceedings of the 6th International Scientific Conference - FINIZ 2019.

[68]  Katharina Drechsler,et al.  At the Crossroads between Digital Innovation and Digital Transformation , 2019, ICIS.

[69]  B. Bernanke Regulation and financial innovation , 2007 .

[70]  C. Glymour,et al.  FINANCE AND GROWTH: THEORY AND EVIDENCE , 2005 .

[71]  J. Copley All wired up , 2004 .

[72]  William W. Lang,et al.  Internet Banking : Market Developments and Regulatory Issues May 2001 ( Revised ) , 2001 .

[73]  G. Debreu The Coefficient of Resource Utilization , 1951 .