Using transaction-level credit card spending from a large US financial institution, we show that disaggregated sales provide accurate and persistent signals of customer demand relevant to a firm's stock pricing. After controlling for earnings and sales surprises, one inter-quintile increase in...

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...

Using individual-level credit card data from a Singapore financial institution, this paper investigates the effectiveness of a consumer financial regulation aiming to reduce household unsecured debt accumulation. A threat of suspending all existing unsecured credit induces the credit card...

Using a large, representative sample of consumer financial transaction data, this paper studies the consumption and savings response to a permanent increase in income tax. In 2015, Singapore marginally raised the income taxes on high-income taxpayers. Using difference-in-differences regressions,...

We utilize the introduction of a mobile payment technology by the largest bank in Singapore in 2017 to study how mobile payment technology reshapes economic activities and stimulates business creation. After the introduction, business-to-consumer industries witnessed a higher growth rate of...

Longer life expectancy and insufficient savings expose individuals to financial vulnerability in older ages and prompt government support measures. We study a government cash subsidy program for the low-income elderly population in Singapore. Using comprehensive, high-frequency transaction data,...

This paper uses individual-level data linking stock investments to work performance to examine how changes in stock market wealth affect worker output. Exploiting large return variations over time and across investors, we document a 10% increase in monthly stock investment returns is associated...

Using a large, representative sample of high-frequency credit card transactions in the United States, this paper examines the causal effect of sunshine-induced mood on contemporaneous household credit card spending. We document a 0.3 percent increase in credit card spending in response to a...

Using a large representative sample of bank card transactions, this paper examines the impact of terrorist attacks on the household consumption structure choice between credit versus debit accounts. Compared with the baseline period, we document a daily increase of 0.19% more in the fraction of...

Households are one of the key participants in the economy as they provide land, labor, and capital to the external economy, in exchange for incomes including rents, wages, interests, and profits; the incomes are then utilized to buy goods and services from the external economy again, rendering...