We examine how fintech development affects corporate innovation. Using the city-level fintech index that includes 331 cities, which is constructed based on data from Ant Finance Service Group, we identify the economic mechanisms through which fintech development affects technological innovation. We show that firms that are more financially constrained exhibit a disproportionally higher innovation level in cities with better developed fintech services. We further find that fintech development promotes lending to firms and stimulates R&D investment because internet credit intensifies bank loan competition. Our paper provides new insights into the effects of fintech development on the real economy.

This paper empirically examines how listed non-financial firms use the “call option” feature of one of the most important financial assets, available-for-sale securities, as earnings manipulation tools owing to bad-news-hoarding motives. In 2007, China set its first accounting standards for financial instruments, which classify financial assets based on the highly subjective “managerial holding intention” criterion. We find that holding available-for-sale securities is positively associated with the likelihood of stock price crashes in Chinese listed firms. The main effect is more pronounced under lax external regulation and lower information transparency. It is further accentuated when CEOs have lower educational backgrounds, weaker competence in managing core business activities, or face greater performance pressures. Our findings indicate that, in typical emerging markets, fair value accounting may have unintended consequences, inducing non-financial firms to employ financial assets as tools to hoard bad news.