Does Mobile Payment Adoption Reduce Corruption? Cross-Country Evidence, with Yuhai Xuan and Hong Zou, Revise & Resubmit at Management Science
This study examines how the adoption of mobile payment in a jurisdiction affects its corruption level. In contrast to the commonly perceived benefits of digital payment in reducing corruption, we show, in a difference-in-differences analysis of a representative international sample, that mobile payment adoption increases corruption in the short run (up to three years from adoption), before such increase starts to dissipate. This effect is more pronounced in regions with pre-existing moderate corruption and low-income economies. We attribute this to regulatory gaps, as laws often lag behind the rapid innovation of FinTech during early adoption. Furthermore, we provide corroborating micro evidence from individual-level survey data that bribe payment increases with mobile phone usage for individuals in jurisdictions with higher mobile payment coverage and laxer regulations. Overall, our study demonstrates a potential dark side of FinTech and underscores the importance of implementing timely regulations to achieve the intended effectiveness of digital payment in combating corruption.
Presented at: 2023 CICF, 8th International Conference on Smart Finance, 2022 HKU Finance PhD Brownbag, 2022 Modern Risk Society PhD Seminar, 2022 China FinTech Research Conference, 2022 Greater China Area Finance Conference, 2022 AsianFA Annual Conference, 2022 World Finance Conference
Public Pension Deficits and Household Investments, with Hong Zou
We examine the effects of the public pension deficit on household investments. Leveraging the staggered occurrences of deficits in employees’ basic pension funds across provinces in China, we find that households affected by these deficits significantly increase risky financial investments, primarily through the purchase of wealth management products (WMPs), relative to the control group. WMPs are financial products with higher risks and higher returns than deposits and bonds, but not as risky as stocks. This effect is concentrated among younger and better-educated households. The treatment households also significantly enhance educational investments, particularly for younger, ex-ante less-educated households, households employed in the private sector, and those without children. Consistent with less confidence in the public pension system, affected households exhibit greater intention of self-reliance for post-retirement life and households under flexible employment arrangements reduce their pension contributions following the shock. Our findings are unlikely to be due to changes in local economic conditions that may predict the public pension deficits. Our study uncovers unintended positive effects of public pension deficits, prompting households to proactively reallocate investments to hedge against the increasing longevity risk.
Presented at: 2025 MRS International Risk Conference (SWUFE Research Excellence Award), 2025 AsianFA Annual Conference, 2nd HKU Summer Finance Conference PhD Consortium, 2024 Greater Bay Area Finance Workshop, 2023 HKU Finance PhD Brownbag
Climate Risk Contagion: Customers’ Heat Exposure and Suppliers’ Stock Volatility, with Yugang Ding and Jingwu Li
Using data on listed companies in China’s A-share market and their major customers, we examine the effects of customers’ heat exposure on suppliers’ stock return volatility. By constructing a measure of extreme heat exposure of major customers, we find that higher customer heat exposure significantly amplifies suppliers’ stock return volatility. This effect is driven by a decline in customer demand and subsequent transactions, which leads to unstable revenues, reduced profitability, and lower market valuations for suppliers. Additionally, we observe a reduction in transaction volume between listed companies and their suppliers, indicating a ripple effect of customer heat exposure along the supply chain. In response to transaction disruptions from customers’ climate risks, suppliers tend to prioritize short-term adjustments over long-term strategies. The effects are more pronounced for firms with smaller market capitalization, limited liquidity, greater reliance on receivables, and higher analyst attention, highlighting the importance of financial resilience and information asymmetry in mitigating the transmission of customers’ climate risk.
Presented at: 2025 Chinese Finance Annual Meeting*