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Information: Hard and Soft

The Review of Corporate Finance Studies 2019 8(1), 1-41
Information, which can arrive in multiple forms, is a fundamental component of all financial transactions and markets. We define hard and soft information and describe the relative advantages of each. Hard information is quantitative, is easy to store, and can be transmitted in impersonal ways. Its information content is independent of its collection. As technology changes, the way we collect, process, and communicate information, it changes the structure of markets, the design of financial intermediaries, and the incentives to use or misuse information. We survey the literature to understand how information type influences the continued evolution of financial markets and institutions. Received October 25, 2016; editorial decision September 6, 2018 by Editor Efraim Benmelech.

U.S. monetary policy in disarray

Journal of Financial Stability 2014 12, 47-58
Monetary policy became more difficult to characterize during and after the mortgage foreclose and financial crises because of a shift to a new credit policy focused on private sector credit and that relies on traditional commercial banking strategies. The new credit policy broke the tight link that had existed between Fed credit and its effective monetary base, the monetary base that affects monetary aggregates. The Fed has adopted an exit strategy, but the discretionary powers that it followed remain in place as does a mistaken policy on the payment of interest on excess reserves.

Bank lending opportunities and credit standards

Journal of Financial Stability 2008 4(1), 62-87
This article empirically tests the hypothesis that credit-screening standards can be first increasing and then decreasing in the quality of the bank's pool of potential borrowers, which in turn may vary through the business cycle or across different segments of the lending markets. A key implication is that banks with lending opportunities toward the middle of the quality spectrum can have loan portfolios that perform better than do the portfolios of banks with loan-origination opportunities that are either too weak or too strong. Using banks’ volume of secondary-market loan sales as a proxy for the richness of lending opportunities, I find an inverse U-shaped relation between the performance of banks’ loan portfolios and their activity in the loan sales market. The pattern deserves scrutiny for its policy implications, as many regulators hold the view that countercyclical variation in credit standards may have a destabilizing effect on business cycles.

Cross-Market Effects of Consolidation: Evidence from Banking

The Review of Corporate Finance Studies 2024 13(4), 999-1029 open access
Abstract The U.S. banking sector had nearly 70% fewer banks in 2022 relative to 1989, primarily because of mergers. We develop a methodology to estimate cross-market spillover effects of bank mergers and test whether the operations of incumbents facing consolidating competitors in one market are affected in other markets. We find that nonmerging banks within a market that are one standard deviation more exposed to mergers in other markets increase deposits by 2.1% relative to their less exposed competitors. Our methodology may be applied elsewhere to assess the aggregate impacts of industry consolidation and illustrates challenges with product-based or geographic market definitions.

A Survey of Short-Selling Regulations

The Review of Asset Pricing Studies 2024 14(4), 613-639 open access
Abstract Given the complex and controversial nature of short-selling regulation, we review the academic literature and provide insights for policy makers and academics. We organize the complex history of short-selling regulation into three areas: trading restrictions, securities lending regulations, and disclosure requirements. We identify, analyze, and discuss 45 distinct regulations promulgated from 1896 to 2021, primarily by reviewing the academic literature and the data sources employed. We provide several insights regarding the effectiveness of regulatory approaches and the wider impact of short-selling regulation on markets. (JEL G2, G12, G14, G15, G34)

When a halt is not a halt: An analysis of off-NYSE trading during NYSE market closures

Journal of Financial Intermediation 2011 20(3), 361-386
Though trading halts are a common feature in securities markets, the issues associated with the coordination of these halts across markets are not well understood. In fact, regulations often allow traders to circumvent trading halts through the use of alternative venues. Using a sample of order imbalance delayed openings on the NYSE, we examine the costs and benefits of continued trading on alternative venues when the main market calls a halt. We find that trades routed to off-NYSE venues during NYSE halts are associated with significant price discovery and lead to an improved post-halt trading environment. In addition, limit orders routed through ECNs reflect price-relevant information even prior to the halt, with limit book imbalances decreasing and depth filling in during the halt around the eventual reopening NYSE price. However, these informational benefits come at a substantial cost, as both execution costs and volatility are extremely high on off-NYSE venues during NYSE halts.

Switching from Single to Multiple Bank Lending Relationships: Determinants and Implications

Journal of Financial Intermediation 2002 11(2), 124-151 open access
Our data show that nearly all firms borrow for the first time in their life from a single bank, but soon afterward some of them start borrowing from additional banks. Duration analysis shows that the likelihood of a firm substituting a single relationship with multiple relationships increases with the duration of that relationship. It also shows that this substitution is more likely to occur for firms with more growth opportunities and for firms with poor performance. The analysis of the ex post effects of the initiation of multiple relationships, in turn, shows that firms with higher levels of investment prior to the initiation of multiple relationships increase their investment even further when they start to borrow from multiple banks and that firms with poor prior performance continue to perform poorly afterward. These results suggest that concerns with hold-up costs, together with an unwillingness by the incumbent bank to increase its exposure to a firm because of its past poor performance, are the key reasons for these firms to initiate an additional relationship this early in their life. Journal of Economic Literature Classification Numbers: G21, G32.

Double-Adjusted Mutual Fund Performance

The Review of Asset Pricing Studies 2021 11(1), 169-208 open access
Abstract Mutual fund returns are significantly related to stock characteristics in the cross-section after controlling for risk via factor models. We develop a new double-adjusted approach that controls for both factor model betas and stock characteristics in one performance measure. The new measure substantially affects performance rankings, with a quarter of funds experiencing a change in their percentile ranking greater than 10. Double-adjusted performance produces strong evidence of persistence in relative performance. Inference based on the new measure often differs, sometimes dramatically, from that based on traditional performance estimates. Received November 22, 2019; editorial decision June 28, 2020; Editor: Jeffrey Pontiff. 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.

A Performance Comparison of Large-n Factor Estimators

The Review of Asset Pricing Studies 2018 8(1), 153-182
We evaluate the performance of various methods for estimating factor returns in an approximate factor model. Differences across estimators are most pronounced when there is cross-sectional heteroscedasticity or when cross-sectional sample sizes, n, have fewer than 4,000 assets. Estimators incorporating either cross-sectional or time-series heteroscedasticity outperform the other estimators when those types of heteroscedasticity are present. The differences are most pronounced when the cross-sectional sample is small. Received December 2, 2015; editorial decision May 16, 2017 by Editor Jeffrey Pontiff.