Abstract / Description of output
We provide new evidence on the effects of competition on incumbents’ innovative behavior by examining the rise of FinTech start-ups over the period 2000-2016. We employ machine learning techniques to classify a large global sample of patent applications into five FinTech categories. We exploit the variation in the share of FinTech patent applications by non-financial startups to incumbent financial firms to measure competitive pressures from outside the financial industry. We show that higher competitive pressures from nonfinancial start-ups increases the probability that financial incumbents innovate. Moreover, competition from start-ups results in a higher number of FinTech patent applications by financial incumbents as compared to non-financial firms, especially when the innovations of FinTech start-ups are more important, as proxied by future patent citations count.
Original language | English |
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Journal | Journal of Financial Services Research |
Early online date | 10 Aug 2023 |
DOIs | |
Publication status | E-pub ahead of print - 10 Aug 2023 |
Keywords / Materials (for Non-textual outputs)
- FinTech
- start-ups
- patents
- machine learning
- financial incumbents
- innovation