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Crowdsourcing peer information to change spending behavior

Journal of Financial Economics 2024 157, 103858
We isolate the information channel of peer effects in consumption in a setting that excludes a role for common shocks or social pressure—a spending panel paired with crowdsourced information about anonymous “peers” elicited at different times. Consumers converge to peers’ spending, and more so when peer signals are more informative. Convergence is asymmetric: within 12 months of information provision, overspenders close 17% and underspenders 5% of their gap relative to peers. We exploit the quasi-random assignment to peer groups in an instrumental-variable strategy and implement an experiment for external validity. Our results are consistent with information-based theories of overconsumption.

Financial factors and the propagation of the Great Depression

Journal of Financial Economics 2022 145(2), 577-594 open access
We investigate the role of forward-looking financial factors in propagating the Great Depression. We find that a new hand-collected bank stock index is better at predicting the onset of the Great Depression than the aggregate stock market or failed bank deposits. The bank stock index explains almost one-third of the fluctuations in industrial production after five years. Analysis disaggregated at each Federal Reserve district shows that bank stocks capture forward-looking information about debt defaults and credit. Our results suggest that future studies of the credit channel during the Great Depression should incorporate bank stocks to better identify the impact of credit crunches on economic activity.

The role of executive cash bonuses in providing individual and team incentives

Journal of Financial Economics 2019 133(2), 441-471
Given CEOs’ substantial equity portfolios, much recent literature on CEO incentives regards cash-based bonus plans as largely irrelevant, begging the question of why nearly all CEO compensation plans include such bonuses. We develop a new measure of bonus plan incentives and show that performance sensitivities are much greater than prior estimates. We also test hypotheses regarding the role of bonuses in providing executives with individualized and team incentives. We find little evidence supporting the individualized incentives hypotheses but find consistent evidence that bonus plans appear to be used to encourage mutual monitoring and to facilitate coordination across the top management team as a whole.

Designated market makers still matter: Evidence from two natural experiments

Journal of Financial Economics 2017 126(3), 652-667 open access
Independent technological glitches forced two separate trading halts on different U.S. exchanges during the week of July 6, 2015. During each halt, all other exchanges remained open. We exploit exogenous variation provided by this unprecedented coincidence, in conjunction with a proprietary data set, to identify the causal impact of Designated Market Maker (DMM) participation on liquidity. When the voluntary liquidity providers on one exchange were removed, liquidity remained unchanged; when DMMs were removed, liquidity decreased market-wide. We find evidence consistent with the idea that these DMMs, despite facing only mild formal obligations, significantly improve liquidity in the modern electronic marketplace.

Predatory lending and the subprime crisis

Journal of Financial Economics 2014 113(1), 29-52 open access
We measure the effect of a 2006 antipredatory pilot program in Chicago on mortgage default rates to test whether predatory lending was a key element in fueling the subprime crisis. Under the program, risky borrowers or risky mortgage contracts or both triggered review sessions by housing counselors who shared their findings with the state regulator. The pilot program cut market activity in half, largely through the exit of lenders specializing in risky loans and through a decline in the share of subprime borrowers. Our results suggest that predatory lending practices contributed to high mortgage default rates among subprime borrowers, raising them by about a third.

Is there price discovery in equity options?

Journal of Financial Economics 2013 107(2), 259-283
We use tick-by-tick quote data for 39 liquid US stocks and options on them, and we focus on events when the two markets disagree about the stock price in the sense that the option-implied stock price obtained from the put-call parity relation is inconsistent with the actual stock price. Option market quotes adjust to eliminate the disagreement, while the stock market quotes behave normally, as if there were no disagreement. The disagreement events are typically precipitated by stock price movements and display signed option volume in the direction that tends to eliminate the disagreements. These results show that option price quotes do not contain economically significant information about future stock prices beyond what is already reflected in current stock prices, i.e., no economically significant price discovery occurs in the option market. We also find no option market price discovery using a much larger sample of disagreement events based on a weaker definition of a disagreement, which verifies that the findings for the primary sample are not due to unusual or unrepresentative market behavior during the put-call parity violations.

The role of securitization in mortgage renegotiation

Journal of Financial Economics 2011 102(3), 559-578
We study the effects of securitization on renegotiation of distressed residential mortgages over the current financial crisis. Unlike prior studies, we employ unique data that directly observe lender renegotiation actions and cover more than 60% of the U.S. mortgage market. Exploiting within-servicer variation in these data, we find that bank-held loans are 26–36% more likely to be renegotiated than comparable securitized mortgages (4.2–5.7% in absolute terms). Also, modifications of bank-held loans are more efficient: conditional on a modification, bank-held loans have 9% lower post-modification default rates (3.5% in absolute terms). Our findings support the view that frictions introduced by securitization create a significant challenge to effective renegotiation of residential loans. We also provide evidence supporting the affordability focus of recent policy actions, such as the Home Affordability Modification Program.

Why are European IPOs so rarely priced outside the indicative price range?

Journal of Financial Economics 2006 80(1), 185-209
Unlike in the U.S., the initial price range for European IPOs is seldom revised, although issues are often priced at the upper bound. We develop a model that explains this seemingly inefficient pricing behavior. As in Europe, but not in the U.S., underwriters in the model obtain information from investors before establishing the indicative price range. A commitment to stay within the range is necessary to extract private information from investors. Ours is therefore the first treatment in which the bookbuilding range has a clear economic role. The model has important implications for empirical research based on European primary market data.

Crossborder dividend taxation and the preferences of taxable and nontaxable investors: Evidence from Canada

Journal of Financial Economics 2005 78(1), 121-144 open access
We consider how fund managers respond to the conflicting preferences of their investors. We focus on the conflict between the taxable and retirement accounts of international funds, which face different tradeoffs between dividends and capital gains. In principle, managers could resolve this conflict through dividend arbitrage, but a proprietary database of dividend-arbitrage transactions shows that in practice they cannot. Thus, managers must resolve it through their investment policies. We find robust evidence that managers with more retirement money favor the preferences of retirement investors and further evidence for this view in the difference between U.S. and Canadian funds’ portfolio weights.

Conditional estimation of diffusion processes

Journal of Financial Economics 2004 74(1), 31-66
There are a number of circumstances in finance in which it is useful to estimate diffusion processes conditional on some event. In this paper, we develop the theoretical and numerical tools necessary to perform conditional estimation of diffusion processes within a generalized method of moments framework. We illustrate our method by estimating a univariate diffusion process for a standard time-series of interest rate data conditioned to remain between lower and upper boundaries. A test statistic fails to reject by a wide margin the linearity of the conditionally estimated drift coefficient.