HOW FINTECH IS DOING INNOVATIONS AND EFFICIENCY IN THE BANKING SECTOR?
DOI:
https://doi.org/10.33736/ijbs.8514.2024Keywords:
Fintech, technical efficiency, data envelopment analysis, funding, banksAbstract
Purpose - the purpose of the research is to examine the impact of fintech on bank efficiency in the Asian banking industry, where bank efficiency has been measured using the DEA (data envelopment analysis) approach for technical efficiency as a proxy. Methodology - the methodology of the research includes the sample consisting of 92 privatized commercial Asian banks from 2016-2022 and uses cross-country analysis. The panel regression models have been utilized, consisting of a fixed effect model. The model has run after the diagnostic check and the data validation has been satisfied with the stationary, serial autocorrelation, heteroscedasticity, homogeneity and multicollinearity issues. Results - The results show that fintech funding has a significantly positive effect on bank efficiency. Based on the results, it concludes that fintech funding is doing innovations using funding and improving efficiency in Asian banks. Implication - the implication derived from the empirical evidence of the study is that fintech funding brings innovations that positively consequence on bank efficiency in Asian banks. Limitation - the limitation of the study is that there was no data available before 2016 since fintech was a new technology during the time.
References
Abdulahi, S. M., Yitayaw, M. K., Feyisa, H. L., & Mamo, W. B. (2023). Factor affecting technical efficiency of the banking sector: Evidence from Ethiopia. Cogent Economics & Finance, 11(1). https://doi.org/10.1080/23322039.2023.2186039 Adusei, M. (2016). Determinants of bank technical efficiency: Evidence from rural and community banks in Ghana. Cogent Business & Management, 3(1), 0. https://doi.org/10.1080/23311975.2016.1199519
https://doi.org/10.1080/23311975.2016.1199519
Albushee Saleh, I. A. M., & Alaallah, A. A. (2022). The impact of financial and economic indicators on the financial performance of Islamic banks in Qatar. Cuadernos De Economía, 45(128), 71-77. https://doi:10.32826/cude.v1i128.708
Al-Khawaja, H. A., Yamin, I., & Alshehadeh, A. R. (2023). The COVID_19 pandemic's effects on fintech in banking sector. Review of Economics and Finance, 21(1), 316-322. https://doi:10.55365/1923.x2023.21.30
https://doi.org/10.55365/1923.x2023.21.30
Anwar, M. (2019). Cost efficiency performance of Indonesian banks over the recovery period: A stochastic frontier analysis. The Social Science Journal, 56(3), 377-389. https://doi.org/10.1016/j.soscij.2018.08.002
https://doi.org/10.1016/j.soscij.2018.08.002
Arrawatia, R., Misra, A., & Dawar, V. (2015). Bank competition and efficiency: Empirical evidence from Indian market. International Journal of Law and Management, 57(3), 217-231. https://doi.org/10.1108/ijlma-03-2014-
https://doi.org/10.1108/IJLMA-03-2014-0029
Banna, H., Hassan, M. K., & Bataineh, H. (2023). Bank efficiency and fintech-based inclusive finance: Evidence from dual banking system. Journal of Islamic Monetary Economics and Finance, 9(1). https://doi.org/10.21098/jimf.v9i1.1621
https://doi.org/10.21098/jimf.v9i1.1621
Banya, R., & Biekpe, N. (2017). Banking efficiency and its determinants in selected frontier African markets. Economic Change and Restructuring, 51(1), 69-95. https://doi.org/10.1007/s10644-016-9200-3
https://doi.org/10.1007/s10644-016-9200-3
Berger, A. N., & Humphrey, D. B. (1997). Efficiency of financial institutions: International survey and directions for future research. European Journal of Operational Research, 98(2), 175-212. https://doi.org/10.1016/s0377-2217(96)00342-6
https://doi.org/10.1016/S0377-2217(96)00342-6
Digital Finance and Inclusion in the Time of COVID-19. (2021). In FAO eBooks. https://doi.org/10.4060/cb2109en
https://doi.org/10.4060/cb2109en
Cava, P. B., Salgado Junior, A. P., & Branco, A. D. (2016). Evaluation of bank efficiency in Brazil: A dea approach. RAM. Revista de Administração Mackenzie, 17(4), 62-84. https://doi.org/10.1590/1678-69712016/administracao.v17n4p61-83
https://doi.org/10.1590/1678-69712016/administracao.v17n4p61-83
Cooper, W. W., Seiford, L. M., & Tone, K. (2006). Introduction to data envelopment analysis and its uses. https://doi.org/10.1007/0-387-29122-9
https://doi.org/10.1007/0-387-29122-9
Chhaidar, A., Abdelhedi, M., & Abdelkafi, I. (2022). The effect of financial technology investment level on European banks' profitability. Journal of the Knowledge Economy, 14(3), 2959-2981. https://doi.org/10.1007/s13132-022-00992-1
https://doi.org/10.1007/s13132-022-00992-1
Dahiyat, A. (2016). Does liquidity and solvency affect banks profitability? Evidence from listed banks in Jordan. International Journal of Academic Research in Accounting, Finance and Management Sciences, 6(1). https://doi.org/10.6007/ijarafms/v6-i1/1954
https://doi.org/10.6007/IJARAFMS/v6-i1/1954
Demirgüç-Kunt, A., Klapper, L., Singer, D., & Ansar, S. (2022). The global Findex database 2021. https://doi.org/10.1596/978-1-4648-1897-4
https://doi.org/10.1596/978-1-4648-1897-4
Eyceyurt Batir, T., Volkman, D. A., & Gungor, B. (2017). Determinants of bank efficiency in Turkey: Participation banks versus conventional banks. Borsa Istanbul Review, 17(2), 86-96. https://doi.org/10.1016/j.bir.2017.02.003
https://doi.org/10.1016/j.bir.2017.02.003
Fang, Y., Ye, L., Wen, G., & Wang, R. (2022). Do commercial banks benefit from bank-fintech strategic collaboration? International Journal of e-Collaboration, 18(1), 1-18. https://doi.org/10.4018/ijec.305235
https://doi.org/10.4018/IJeC.305235
Farouk, B. K. U., & Dandago, K. I. (2015). Impact of investment in information technology on financial performance of Nigerian banks: Is there a productivity paradox? The Journal of Internet Banking and Commerce, 20(1), 1-22. https://www.icommercecentral.com/open-access/impact-of-investment-in-information-technology-on-financial-performance-of-nigerian-banks-is-there-a-productivity-paradox.pdf
Ferreira, C. (2022). Determinants of non-performing loans: A panel data approach. International Advances in Economic Research, 28(3-4), 133-153. https://doi.org/10.1007/s11294-022-09860-9
https://doi.org/10.1007/s11294-022-09860-9
Bhardwaj, M., Hedrick-Wong, Y., & Thomas, H. (2024, March 16). Financial inclusion for Asia's unbanked. World Bank Blogs. https://blogs.worldbank.org/en/allaboutfinance/financial-inclusion-asias-unbanked
Garcia, M. T., & Guerreiro, J. P. (2016). Internal and external determinants of banks' profitability. Journal of Economic Studies, 43(1), 90-107. https://doi.org/10.1108/jes-09-2014-0166
https://doi.org/10.1108/JES-09-2014-0166
Gaur, D., & Mohapatra, D. R. (2020). Non-performing assets and profitability: Case of Indian banking sector. Vision: The Journal of Business Perspective, 25(2), 180-191. https://doi.org/10.1177/0972262920914106
https://doi.org/10.1177/0972262920914106
Giulio C., Sabastian D., Lavinia, F., & Jon, F (2021). Funding for fintech: patterns and drivers. Bank for International Settlements. Retrieved April 23, 2022 from https://www.bis.org/publ/qtrpdf/r_qt2109c.pdf
Global Fintech report Q3 2017. (2023). CB Insights. Retrieved February 10, 2022 from https://www.cbinsights.com/research/report/fintech-trends-q3-2017/
Goswami, R., Hussain, F., & Kumar, M. (2019). Banking efficiency determinants in India: A two-stage analysis. Margin: The Journal of Applied Economic Research, 13(4), 361-380. https://doi.org/10.1177/0301574219868373
https://doi.org/10.1177/0301574219868373
Haddad, C., & Hornuf, L. (2023). How do fintech start-ups affect financial institutions' performance and default risk? The European Journal of Finance, 29(15), 1761-1792. https://doi.org/10.1080/1351847x.2022.2151371
https://doi.org/10.1080/1351847X.2022.2151371
Hanudin Amin, T. Ramayah, Dwi Suhartanto, Muhammad Ali, Dzuljastri Abdul Razak, & Mohd Zulkifli Muhammad. (2022). Investing in Islamic fixed deposit accounts: A technology acceptance model perspective. International Journal of Business and Society, 23(2), 786-801. https://doi.org/10.33736/ijbs.4838.2022
https://doi.org/10.33736/ijbs.4838.2022
Hauner, D., & Peiris, S. (2005). Bank efficiency and competition in low-income countries: The case of Uganda. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.888109
https://doi.org/10.2139/ssrn.888109
Hannoon, A., Al-Sartawi, A. M., & Khalid, A. A. (2021). Relationship between financial technology and financial performance. Studies in Computational Intelligence, 337-344. https://doi.org/10.1007/978-3-030-73057-4_26
https://doi.org/10.1007/978-3-030-73057-4_26
Hill, J. A. (2021). COVID-19 and FinTech. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3777562
https://doi.org/10.2139/ssrn.3777562
Klimontowicz, M. (2019). The role of banks' innovativeness in building sustainable market efficiency: The case of Poland. Entrepreneurship and Sustainability Issues, 7(1), 525-539. https://doi.org/10.9770/jesi.2019.7.1(37)
https://doi.org/10.9770/jesi.2019.7.1(37)
Kou, G., Olgu Akdeniz, Ö., Dinçer, H., & Yüksel, S. (2021). Fintech investments in European banks: A hybrid IT2 fuzzy multidimensional decision-making approach. Financial Innovation, 7(1). https://doi.org/10.1186/s40854-021-00256-y
https://doi.org/10.1186/s40854-021-00256-y
Lee, C., Ni, W., & Zhang, X. (2023). FinTech development and commercial bank efficiency in China. Global Finance Journal, 57, 100850. https://doi.org/10.1016/j.gfj.2023.100850 Lee, C., Li, X., Yu, C., & Zhao, J. (2021). Does fintech innovation improve bank efficiency? Evidence from China's banking industry. International Review of Economics & Finance, 74, 468-483. https://doi.org/10.1016/j.iref.2021.03.009
https://doi.org/10.1016/j.iref.2021.03.009
Li, Y., Stasinakis, C., & Yeo, W. M. (2021). Fintech and banking efficiency: Evidence from Chinese commercial banks. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3782616
https://doi.org/10.2139/ssrn.3782616
Li, Y., Stasinakis, C., & Yeo, W. M. (2017). Fintech and banking efficiency: Evidence from Chinese commercial banks. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3782616
https://doi.org/10.2139/ssrn.3782616
Liao, C. (2023). How does fintech affect bank efficiency in Taiwan? PLOS ONE, 18(8), e0289629. https://doi.org/10.1371/journal.pone.0289629
https://doi.org/10.1371/journal.pone.0289629
Marozva, G. (2015). Liquidity and bank performance. International Business & Economics Research Journal (IBER), 14(3), 453. https://doi.org/10.19030/iber.v14i3.9218
https://doi.org/10.19030/iber.v14i3.9218
Mohd Noor, N. H. H., Bakri, M. H., Wan Yusof, W. Y. R., Mohd Noor, N. R. A., & Zainal, N. (2020). The impact of the bank regulation and supervision on the efficiency of Islamic Banks. The Journal of Asian Finance, Economics and Business, 7(11), 747-757. https://doi. org/10.13106/jafeb.2020.vol7.no11.747
https://doi.org/10.13106/jafeb.2020.vol7.no11.747
On fintech and financial inclusion. (2023). World Bank Blog. https://blogs.worldbank.org/en/psd/fintech-and-financial-inclusion
Otero, L., Razia, A., Cunill, O. M., & Mulet-Forteza, C. (2020). What determines efficiency in MENA banks? Journal of Business Research, 112, 331-341. https://doi.org/10.1016/j.jbusres.2019.11.002
https://doi.org/10.1016/j.jbusres.2019.11.002
Pham, H., Hong, T. N., Le, H., & Bui, M. (2023). The effects of FinTech on the banking sector: Evidence from China and Vietnam. Transformation for Sustainable Business and Management Practices: Exploring the Spectrum of Industry 5.0, 279-292. https://doi.org/10.1108/978-1-80262-277-520231020
https://doi.org/10.1108/978-1-80262-277-520231020
Phung, Q. T., Van Vu, H., & Tran, H. P. (2022). Do non-performing loans impact bank efficiency? Finance Research Letters, 46, 102393. https://doi.org/10.1016/j.frl.2021.102393
https://doi.org/10.1016/j.frl.2021.102393
Repkova, I. (2015). Banking efficiency determinants in the Czech banking sector. Procedia Economics and Finance, 23, 191-196. https://doi.org/10.1016/s2212-5671(15)00367-6
https://doi.org/10.1016/S2212-5671(15)00367-6
Sakouvogui, K., & Shaik, S. (2020). Impact of financial liquidity and solvency on cost efficiency: Evidence from US banking system. Studies in Economics and Finance, 37(2), 391-410. https://doi.org/10.1108/sef-04-2019-0155
https://doi.org/10.1108/SEF-04-2019-0155
Salim, R., Arjomandi, A., & Dakpo, K. H. (2016). Banks' efficiency and credit risk analysis using by-production approach: The case of Iranian banks. Applied Economics, 49(30), 2974-2988. https://doi.org/10.1080/00036846.2016.1251567
https://doi.org/10.1080/00036846.2016.1251567
Sapulette, M. S., Effendi, N., & Santoso, T. (2021). Fintech, banks, and the COVID-19 pandemic: Evidence from Indonesia. Buletin Ekonomi Moneter dan Perbankan, 24(4), 559-588. https://doi.org/10.21098/bemp.v24i4.1470
https://doi.org/10.21098/bemp.v24i4.1470
Sang Tang My, & Anh Nguyen Quoc. (2023). Bank capital and bank profitability of Vietnam commercial banks. International Journal of Business and Society, 24(1), 56-65. https://doi.org/10.33736/ijbs.5601.2023
https://doi.org/10.33736/ijbs.5601.2023
Sharma, P., Gounder, N., & Xiang, D. (2015). Level and determinants of foreign bank efficiency in a Pacific Island country. Review of Pacific Basin Financial Markets and Policies, 18(01), 1550005. https://doi.org/10.1142/s0219091515500058
https://doi.org/10.1142/S0219091515500058
Software. (2019). School of Economics - University of Queensland. Retrieved April 10, 2023 Tan, Y., Floros, C., & Anchor, J. (2017). The profitability of Chinese banks: Impacts of risk, competition and efficiency. Review of Accounting and Finance, 16(1), 86-105. https://doi.org/10.1108/raf-05-2015-0072
https://doi.org/10.1108/RAF-05-2015-0072
Tian, L., Han, L., & Mi, B. (2019). Bank competition, information specialization and innovation. Review of Quantitative Finance and Accounting, 54(3), 1011-1035. https://doi.org/10.1007/s11156-019-00815-6
https://doi.org/10.1007/s11156-019-00815-6
Trujillo-Ponce, A. (2012). What determines the profitability of banks? Evidence from Spain. Accounting & Finance, 53(2), 561-586. https://doi.org/10.1111/j.1467-629x.2011.00466.x
https://doi.org/10.1111/j.1467-629X.2011.00466.x
Yang, M., Li N. and Lorenz K. (2021). The impact of emerging market competition on innovation and business strategy: Evidence from Canada. Journal of Economic Behaviour & Organization. https://doi.org/10.1016/j.jebo.2020.10.026.
https://doi.org/10.1016/j.jebo.2020.10.026
Yoon, S. S., Lee, H., & Oh, I. (2023). Differential impact of Fintech and GDP on bank performance: Global evidence. https://doi.org/10.20944/preprints202305.1543.v1
https://doi.org/10.20944/preprints202305.1543.v1
Yudaruddin, R. (2022). Financial technology and performance in Islamic and conventional banks. Journal of Islamic Accounting and Business Research, 14(1), 100-116. https://doi.org/10.1108/jiabr-03-2022-0070
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