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Does FinTech coverage improve the pricing efficiency of capital market? Evidence from China

Journal of Banking & Finance 2025 172, 107396
Analyzing a sample of Chinese firms, we find that when companies receive more coverage from FinTech advisory firms, their stock prices move less in tandem with the overall market. This suggests that FinTech coverage improves how accurately stock prices reflect firm-specific information. Our results hold true across multiple testing methods and alternative ways of measuring stock price synchronicity. Further analysis shows that FinTech coverage reduces stock price synchronicity primarily by addressing information gaps between companies and investors. Additionally, greater FinTech coverage improves stock liquidity and lowers the costs of raising debt or equity financing. When examining the topics covered by FinTech firms, we find that diverse coverage topics are linked to lower stock price synchronicity, with discussions on finance, corporate governance, and negative sentiment playing a particularly effective role. Finally, a textual analysis reveals that FinTech coverage includes significantly more firm-specific information than traditional analyst reports

Can FinTech reduce disparities in access to finance? Evidence from the Paycheck Protection Program

Journal of Financial Economics 2022 146(1), 90-118
New technology promises to expand the supply of financial services to small businesses poorly served by banks. Does it succeed? We study the response of FinTech to financial services demand created by the introduction of the Paycheck Protection Program. FinTech is disproportionately used in ZIP codes with fewer bank branches, lower incomes, and more minority households, and in industries with fewer banking relationships. It is also greater in counties where the economic effects of the COVID-19 pandemic were more severe. Substitution between FinTech and banks is economically small, implying that FinTech mostly expands, rather than redistributes, the supply of financial services

Fintech in the time of COVID−19: Technological adoption during crises

Journal of Financial Intermediation 2022 50, 100945 open access
We document the effects of the COVID−19 pandemic on digital finance and fintech adoption. Drawing on mobile application data from a globally representative sample, we find that the spread of COVID− 19 and related government lockdowns led to a sizeable increase in the rate of finance app downloads. We then analyze factors that may have driven this effect on the demand−side and better understand the “winners” from this digital acceleration on the supply−side. Our overall results suggest that traditional incumbents saw the largest growth in their digital offerings during the initial period, but that “BigTech” companies and newer fintech providers ultimately outperformed them over time. Finally, we drill−down further on the adoption of fintech apps pertaining to both the asset and liability side of the traditional bank balance sheet, to explore the implications that the accelerated trends in digitization may have for the future landscape of financial intermediation

FinTech Lending and Cashless Payments

Journal of Finance 2026 81(2), 1053-1101 open access
Borrowers' use of cashless payments improves their access to capital from FinTech lenders and predicts a lower probability of default. These relationships are stronger for cashless technologies providing more precise information, and for outflows. Cashless payment usage complements other signals of borrower quality. We rationalize these empirical findings using a framework in which borrowers signal their lower likelihood of diverting cash flows through payment technology choice, and screening accuracy is further strengthened by informational complementarities. The informational synergy we uncover provides a rationale for the joint rise of cashless payments and FinTech lending, as well as for open banking

The Rise of Finance Companies and FinTech Lenders in Small Business Lending

Review of Financial Studies 2022 35(11), 4859-4901
We document that finance companies and FinTech lenders increased lending to small businesses after the 2008 financial crisis. We show that most of the increase substituted for a reduction in bank lending. In counties in which banks had a larger market share before the crisis, finance companies and FinTech lenders increased their lending more. We find no effect of reduced bank lending on employment, wages, and new business creation by 2016. Our results suggest that finance companies and FinTech lenders are major suppliers of credit to small businesses and played an important role in the recovery from the 2008 financial crisis

The Wisdom of Crowds in FinTech: Evidence from Initial Coin Offerings

The Review of Corporate Finance Studies 2022 11(1), 1-46 open access
Certification by analysts on a FinTech platform that harnesses the “wisdom of crowds” is associated with successful initial coin offerings (ICOs). We show that favorable ratings by a group of analysts with diverse backgrounds positively predict fundraising success and long-run token performance. Analysts’ ratings also help detect potential fraud ex ante. We document that analysts have career concerns and are incentivized by the platform to issue informative ratings. Overall, our results suggest that a market-based certification process that relies on a diverse group of individuals is at play in financing blockchain startups

Customer data access and fintech entry: Early evidence from open banking

Journal of Financial Economics 2025 169, 103950 open access
Open banking (OB) empowers bank customers to share their financial transaction data with fintechs and other banks. New cross-country data shows 49 countries adopted OB policies, privacy preferences predict policy adoption, and adoption spurs fintech entry. UK microdata shows that OB enables: (i) consumers to access both financial advice and credit; (ii) SMEs to establish new lending relationships. In a calibrated model, OB universally improves welfare through entry and product improvements when used for advice. When used for credit, OB promotes entry and competition by reducing adverse selection, but higher prices for costlier or privacy-conscious consumers partially offset these benefits

Fintech and big tech credit: Drivers of the growth of digital lending

Journal of Banking & Finance 2023 148, 106742 open access
Fintech and big tech companies are making rapid inroads into credit markets. We hand construct a global database of fintech and big tech lending volumes for 79 countries over 2013–2018. Using a panel regression analysis, we find these new forms of digital lending are larger in countries with higher GDP per capita (albeit at a declining rate), where banking sector mark-ups are higher, and where banking regulation is less stringent. We also find that these alternative forms of credit are more developed where the ease of doing business is greater, investor protection disclosure and the efficiency of the judicial system are more advanced, and where bond and equity markets are more developed. Overall, fintech and big tech credit seem to complement other forms of credit, rather than substitute for them

Regulatory Sandboxes and Fintech Funding: Evidence from the UK

Review of Finance 2024 28(1), 203-233 open access
Over fifty countries have introduced regulatory sandboxes to foster financial innovation. This article conducts the first evaluation of their ability to improve fintechs’ access to capital and attendant real effects. Exploiting the staggered introduction of the UK sandbox, we establish that firms entering the sandbox see an increase of 15% in capital raised post-entry. Their probability of raising capital increases by 50%. Sandbox entry also has a significant positive effect on survival rates and patenting. Investigating the mechanism, we present evidence consistent with lower asymmetric information and regulatory costs

Learning to Navigate a New Financial Technology

Journal of Finance 2026
We present results from a field experiment that introduced digital payroll accounts to unbanked factory workers to examine how inexperienced consumers learn to use a new financial technology. We find that exposure to payroll accounts leads to increased account use, accelerated learning, and avoidance of common consumer protection risks. Those receiving electronic wage payments gradually build trust in the technology, learn to use accounts without assistance, and avoid illicit fees. Using experimental variation in assignment to bank versus mobile money accounts, we show that these impacts are concentrated in mobile money accounts, the newer, more complex, and less trusted financial technology