Exploiting a novel panel dataset of consumer financial transactions in Singapore, we examine the consumption response to an anticipated, transitory price shock generated by the nation-wide annual sale event. Consistent with theory, we find inter-temporal substitution where consumers spend less...

Using a large, representative sample of credit and debit card transactions in Singapore, this paper studies the consumption response of individuals whose same-building neighbors experienced personal bankruptcy. The unique bankruptcy rules in Singapore suggest liquidity shocks drive personal...

We use daily transaction data in 214 cities to study the impact of COVID-19 on consumption after China's outbreak in late January 2020. Based on difference-in-differences estimation, daily offline consumption—via UnionPay card and QR scanner transactions—fell by 32%, or 18.57 million RMB per...

This paper explores the importance of the home and school environments in explaining the gender gap in disruptive behavior. We document large differences in the gender gap across key features of the home environment - boys do especially poorly in broken families. In contrast, we find little...