Determinants of Bank Closures: What Ensures Sustainable Profitability in Mobile Banking?
Owing to the recent increase in mobile banking customers, studies exploring self-service channels and customer responses as distribution channels in the retail banking industry are also rapidly expanding. Moreover, with the emergence of big data and a series of artificial intelligence (AI) technolog...
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Veröffentlicht in: | Electronics (Basel) 2023-03, Vol.12 (5), p.1196 |
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description | Owing to the recent increase in mobile banking customers, studies exploring self-service channels and customer responses as distribution channels in the retail banking industry are also rapidly expanding. Moreover, with the emergence of big data and a series of artificial intelligence (AI) technologies, customer pattern analysis using deep learning, insurance fraud prevention, software development and various types of blockchain-based FinTech technologies, offline banks are disappearing. Accordingly, many commercial banks are attempting to find technological alternatives. However, maintaining a profitable bank branch is a crucial factor in the relationship between service quality and customer satisfaction because excellent service quality prevents existing customers from leaving. This study sought to quantitatively prove the change in customer service quality and profit due to the introduction of technology in the financial industry. We microscopically compared the effects between bank branch closures and changes in net profit using a time-series analysis. Specifically, we quantitatively analyzed actual customer attrition behavior with a time-series analysis across the three quarters before and after the closure of 88 branches of major commercial banks in South Korea in the Seoul metropolitan area and nearby cities. The findings prove that branch closures and multi-channel effects in the financial sector are gradually being resolved through immediate technology acceptance, contrary to popular concern. |
doi_str_mv | 10.3390/electronics12051196 |
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Moreover, with the emergence of big data and a series of artificial intelligence (AI) technologies, customer pattern analysis using deep learning, insurance fraud prevention, software development and various types of blockchain-based FinTech technologies, offline banks are disappearing. Accordingly, many commercial banks are attempting to find technological alternatives. However, maintaining a profitable bank branch is a crucial factor in the relationship between service quality and customer satisfaction because excellent service quality prevents existing customers from leaving. This study sought to quantitatively prove the change in customer service quality and profit due to the introduction of technology in the financial industry. We microscopically compared the effects between bank branch closures and changes in net profit using a time-series analysis. Specifically, we quantitatively analyzed actual customer attrition behavior with a time-series analysis across the three quarters before and after the closure of 88 branches of major commercial banks in South Korea in the Seoul metropolitan area and nearby cities. The findings prove that branch closures and multi-channel effects in the financial sector are gradually being resolved through immediate technology acceptance, contrary to popular concern.</description><identifier>ISSN: 2079-9292</identifier><identifier>EISSN: 2079-9292</identifier><identifier>DOI: 10.3390/electronics12051196</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Analysis ; Artificial intelligence ; Bank failures ; Bank management ; Bank technology ; Banking industry ; Banks ; Big Data ; Brand loyalty ; Channels ; Commercial banks ; Cryptography ; Customer relationship management ; Customer satisfaction ; Customer services ; Distribution channels ; Fraud ; Hypotheses ; Information technology ; Innovations ; Internet of Things ; Machine learning ; Metropolitan areas ; Mobile commerce ; Online banking ; Pattern analysis ; Product development ; Profitability ; Profits ; Software development ; Technological change ; Technology Acceptance Model ; Technology application ; Technology utilization ; Time series ; Variables</subject><ispartof>Electronics (Basel), 2023-03, Vol.12 (5), p.1196</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c361t-434a6fc33568395c2b0abe7fe00e984b7428337f03ae2fd57dac03f3afee513</citedby><cites>FETCH-LOGICAL-c361t-434a6fc33568395c2b0abe7fe00e984b7428337f03ae2fd57dac03f3afee513</cites><orcidid>0000-0002-5034-2581</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27915,27916</link.rule.ids></links><search><creatorcontrib>Cho, Soohyung</creatorcontrib><creatorcontrib>Lee, Zoonky</creatorcontrib><creatorcontrib>Hwang, Sewoong</creatorcontrib><creatorcontrib>Kim, Jonghyuk</creatorcontrib><title>Determinants of Bank Closures: What Ensures Sustainable Profitability in Mobile Banking?</title><title>Electronics (Basel)</title><description>Owing to the recent increase in mobile banking customers, studies exploring self-service channels and customer responses as distribution channels in the retail banking industry are also rapidly expanding. Moreover, with the emergence of big data and a series of artificial intelligence (AI) technologies, customer pattern analysis using deep learning, insurance fraud prevention, software development and various types of blockchain-based FinTech technologies, offline banks are disappearing. Accordingly, many commercial banks are attempting to find technological alternatives. However, maintaining a profitable bank branch is a crucial factor in the relationship between service quality and customer satisfaction because excellent service quality prevents existing customers from leaving. This study sought to quantitatively prove the change in customer service quality and profit due to the introduction of technology in the financial industry. We microscopically compared the effects between bank branch closures and changes in net profit using a time-series analysis. Specifically, we quantitatively analyzed actual customer attrition behavior with a time-series analysis across the three quarters before and after the closure of 88 branches of major commercial banks in South Korea in the Seoul metropolitan area and nearby cities. 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Moreover, with the emergence of big data and a series of artificial intelligence (AI) technologies, customer pattern analysis using deep learning, insurance fraud prevention, software development and various types of blockchain-based FinTech technologies, offline banks are disappearing. Accordingly, many commercial banks are attempting to find technological alternatives. However, maintaining a profitable bank branch is a crucial factor in the relationship between service quality and customer satisfaction because excellent service quality prevents existing customers from leaving. This study sought to quantitatively prove the change in customer service quality and profit due to the introduction of technology in the financial industry. We microscopically compared the effects between bank branch closures and changes in net profit using a time-series analysis. 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subjects | Analysis Artificial intelligence Bank failures Bank management Bank technology Banking industry Banks Big Data Brand loyalty Channels Commercial banks Cryptography Customer relationship management Customer satisfaction Customer services Distribution channels Fraud Hypotheses Information technology Innovations Internet of Things Machine learning Metropolitan areas Mobile commerce Online banking Pattern analysis Product development Profitability Profits Software development Technological change Technology Acceptance Model Technology application Technology utilization Time series Variables |
title | Determinants of Bank Closures: What Ensures Sustainable Profitability in Mobile Banking? |
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