Competition and Innovation in the Financial Sector: Evidence from the Rise of FinTech Start-ups

IF 1.5 4区 经济学 Q3 BUSINESS, FINANCE
Doina Caragea, Theodor Cojoianu, Mihai Dobri, Andreas Hoepner, Oana Peia, Davide Romelli
{"title":"Competition and Innovation in the Financial Sector: Evidence from the Rise of FinTech Start-ups","authors":"Doina Caragea, Theodor Cojoianu, Mihai Dobri, Andreas Hoepner, Oana Peia, Davide Romelli","doi":"10.1007/s10693-023-00413-7","DOIUrl":null,"url":null,"abstract":"Abstract This paper provides new evidence on the effects of entry on incumbents’ incentives to innovate by examining the rise of FinTech innovations over the period 2000-2016. We employ machine learning algorithms to classify a large sample of patent applications into five types of FinTech innovations. We then show that greater competition from innovators outside the financial sector increases the probability that incumbent financial firms will innovate. Our identification strategy exploits the variation over time in the share of FinTech patent applications by non-financial start-ups relative to incumbent financial firms, as a proxy for competitive pressures from outside the financial industry. We also find that this increased competition results in a higher number of FinTech patent applications by financial incumbents relative to non-financial ones, especially when the FinTech innovations are more important, as proxied by the number of their future patent citations.","PeriodicalId":51503,"journal":{"name":"Journal of Financial Services Research","volume":null,"pages":null},"PeriodicalIF":1.5000,"publicationDate":"2023-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Financial Services Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s10693-023-00413-7","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 1

Abstract

Abstract This paper provides new evidence on the effects of entry on incumbents’ incentives to innovate by examining the rise of FinTech innovations over the period 2000-2016. We employ machine learning algorithms to classify a large sample of patent applications into five types of FinTech innovations. We then show that greater competition from innovators outside the financial sector increases the probability that incumbent financial firms will innovate. Our identification strategy exploits the variation over time in the share of FinTech patent applications by non-financial start-ups relative to incumbent financial firms, as a proxy for competitive pressures from outside the financial industry. We also find that this increased competition results in a higher number of FinTech patent applications by financial incumbents relative to non-financial ones, especially when the FinTech innovations are more important, as proxied by the number of their future patent citations.

Abstract Image

金融领域的竞争与创新:来自金融科技初创企业崛起的证据
本文通过研究2000-2016年金融科技创新的兴起,为进入对现有企业创新激励的影响提供了新的证据。我们使用机器学习算法将大量专利申请样本分为五种类型的金融科技创新。然后我们表明,来自金融部门以外创新者的更大竞争增加了现有金融公司创新的可能性。我们的识别策略利用非金融初创企业相对于现有金融公司的金融科技专利申请份额随时间的变化,作为来自金融行业外部竞争压力的代理。我们还发现,这种加剧的竞争导致金融公司相对于非金融公司申请了更多的金融科技专利,特别是当金融科技创新更重要时,正如他们未来专利引用的数量所代表的那样。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
3.00
自引率
7.10%
发文量
22
期刊介绍: The Journal of Financial Services Research publishes high quality empirical and theoretical research on the demand, supply, regulation, and pricing of financial services. Financial services are broadly defined to include banking, risk management, capital markets, mutual funds, insurance, venture capital, consumer and corporate finance, and the technologies used to produce, distribute, and regulate these services. Macro-financial policy issues, including comparative financial systems, the globalization of financial services, and the impact of these phenomena on economic growth and financial stability, are also within the JFSR’s scope of interest. The Journal seeks to promote research that enriches the profession’s understanding of financial services industries, to elevate industry and product efficiencies, as well as to inform the debate and promote the formulation of sound public policies.   Officially cited as: J Financ Serv Res
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信