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Access to Home Equity and Consumption: Evidence from a Policy Experiment

The Review of Economics and Statistics 2017 99(1), 40-52
Using unique consumer financial transactions of more than 56,000 consumers, we study the consumption response to a housing policy experiment in Singapore that resulted in a decrease in access to home equity. Using difference-in-differences analysis, we find a significant negative consumption response to the policy shock. Moreover, the consumption response is concentrated in credit card spending and is stronger among individuals with limited access to credit market or with a high precautionary saving motive. These results suggest that a decrease in access to home equity reduces the role of housing as a self-insurance mechanism for consumption smoothing.

Consumption and Debt Response to Unanticipated Income Shocks: Evidence from a Natural Experiment in Singapore

American Economic Review 2014 104(12), 4205-4230 open access
This paper uses a unique panel dataset of consumer financial transactions to study how consumers respond to an exogenous unanticipated income shock. Consumption rose significantly after the fiscal policy announcement: during the ten subsequent months, for each $1 received, consumers on average spent $0.80. We find a strong announcement effect—19 percent of the response occurs during the first two-month announcement period via credit cards. Subsequently, consumers switched to debit cards after disbursement before finally increasing spending on credit cards in the later months. Consumers with low liquid assets or with low credit card limit experienced stronger consumption responses. (JEL D12, D14, E21)

Peers’ Income and Financial Distress: Evidence from Lottery Winners and Neighboring Bankruptcies

Review of Financial Studies 2020 33(1), 433-472
We examine whether relative income differences among peers can generate financial distress. Using lottery winnings as plausibly exogenous variations in the relative income of peers, we find that the dollar magnitude of a lottery win of one neighbor increases subsequent borrowing and bankruptcies among other neighbors. We also examine which factors may mitigate lenders’ bankruptcy risk in these neighborhoods. We show that bankruptcy filers obtain more secured, but not unsecured, debt, and lenders provide additional credit to low-risk, but not high-risk, debtors. In addition, we find evidence consistent with local lenders taking advantage of soft information to mitigate credit risk. Received October 12, 2016; editorial decision January 15, 2019 by Editor Philip Strahan. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.

Intergenerational bankruptcy risks: Learning from parents’ mistakes

Journal of Financial Intermediation 2024 59, 101087
This study investigates inter-generational transmissions of parental bankruptcy shock on children's financial behavior in adulthood. Our results show that younger children who were 9 years or below when their parents declared bankruptcy were 2–3 % points less likely to declare bankruptcy than their older siblings who were 10 years and older when the parents’ bankruptcy event occurred. We rule out alternative hypotheses, including birth order, cohort effects, and truncated sample bias. We find corroborative evidence for the “parent socialization” channel, where bankrupt parents, through interactions with children during childhood years, influence their financial behavior and reduce the risks of their children repeating the same mistakes in adulthood.

Consumption response to temporary price shock: Evidence from Singapore's annual sale event

Journal of Financial Intermediation 2022 51, 100966
Exploiting debit card and credit card transactions of a large, representative sample of consumers from a leading bank in Singapore, we examine the consumption response to an anticipated, transitory price shock generated by the nation-wide annual sale event. Consumers significantly increase their spending during the sale event. More importantly, we find inter-temporal substitution where consumers spend less immediately before the event, and cross-categorical substitution behavior where consumers decrease spending in items unaffected by the sale event. However, consumers exhibit little substitution behavior when they use credit cards or when they are liquidity constrained, highlighting the importance of heterogeneity in assessing the aggregate impact of such stimulus programs.

Systematic mistakes in the mortgage market and lack of financial sophistication

Journal of Financial Economics 2017 123(1), 42-58
Institutions often offer a menu of contracts to consumers in an attempt to create a separating equilibrium that reveals borrower types and provides better pricing. We test the effectiveness of a specific set of contracts in the mortgage market: mortgage points. Points allow borrowers to exchange an upfront amount for a decrease in the mortgage rate. We document that, on average, points takers lose about $700. Also, points takers are less financially savvy (less educated, older), and they make mistakes on other dimensions (e.g., inefficiently refinancing their mortgages). Overall, our results show that borrowers overestimate how long they will stay with the mortgage.

How does working in a finance profession affect mortgage delinquency?

Journal of Banking & Finance 2017 78, 1-13
This paper uses a dataset from a leading American subprime lender, which contains detailed information on borrower and loan characteristics. We find that financial professionals are less likely to become delinquent. This effect cannot be explained by borrower characteristics, such as income, education, loan terms, property characteristics, geographic effects, or strategic default. We also find variation in the effect of working in a financial profession across borrowers of different ages and income levels. We discuss explanations for these results.

Can regulation de-bias appraisers?

Journal of Financial Intermediation 2020 44, 100827
This paper examines the effect of a regulatory action (the Home Valuation Code of Conduct) that was designed to reduce the incidence of inflated collateral valuations. We identify the impact of the regulation using a difference-in-difference identification strategy. Our baseline results confirm that the regulation reduced inflated valuations in refinance transactions by 16% in the large lender sample, compared to small lenders and a placebo sample. The effect is most significant in low-liquidity and low-distress markets, but not in other markets. We find that the regulation had a significant impact on loan to value ratio and interest rate, and it also led to a significant increase in defaults but a decrease in prepayments.

Rushing into the American Dream? House Prices Growth and the Timing of Homeownership

Review of Finance 2016 20(6), 2183-2218 open access
We use the New York Fed Consumer Credit Panel data set to empirically examine how past house price growth influences the timing of homeownership. We find that the median individual in metropolitan areas with the highest quartile house price growth becomes a homeowner 5 years earlier than that in areas with the lowest quartile house price growth. The result is consistent with a life cycle housing-demand model in which high past price growth increases expectations of future price growth thus accelerating home purchases at young ages. We show that extrapolative expectations formed by homebuyers are a necessary channel to explain the result.