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Systemic liquidity shortages and interbank network structures

Journal of Financial Stability 2013 9(1), 1-12
This paper aims to shed light on the systemic nature of liquidity risk and to propose a method for calculating systemic liquidity shortages. Our method incorporates not only direct liquidity shortages but also indirect liquidity shortages due to the knock-on effects through interbank linkages. We perform a simulation with a simple banking system model and find that a deficit bank can mitigate a liquidity shortage by holding more claims on a surplus bank. Meanwhile, a greater imbalance in liquidity positions across banks tends to aggravate the liquidity shortage of a deficit bank. According to comparative analysis between different types of network structures, a core-periphery network with a deficit money center bank gives rise to the highest level of systemic liquidity shortage, and a banking system becomes more vulnerable to liquidity shocks as its interbank network becomes more ill-matched.

Prudential policies and their impact on credit in the United States

Journal of Financial Intermediation 2020 42, 100826 open access
We analyze how two types of recently used prudential policies affected the supply of credit in the United States. First, we test whether the U.S. bank stress tests had any impact on the supply of mortgage credit. We find that initiation of the Comprehensive Capital Analysis and Review (CCAR) stress tests in 2011 had a negative effect on the share of jumbo mortgage originations and approval rates at stress-tested banks, whereby banks with worse capital positions were impacted more negatively. Second, we analyze the impact of the 2013 Supervisory Guidance on Leveraged Lending and subsequent 2014 FAQ notice, which clarified expectations on the Guidance. We find that the institution-specific share of speculative-grade term-loan originations decreased notably at regulated banks after the FAQ notice, especially at banks with greater market share for such loans.

Dynamic Information Acquisition, Investment, and Disclosure

Journal of Accounting Research 2025 63(4), 1547-1581 open access
We present a dynamic model of information acquisition and disclosure. The manager seeks to maximize future stock prices and collects information privately about the firm's fundamentals. Information acquisition increases the arrival rate of private information. The manager can choose to disclose his private information or withhold it in perpetuity. We study the impact of information acquisition on the accumulation of private information, disclosure, and the firm's initial investment.

Determinants of CEO compensation: Generalist–specialist versus insider–outsider attributes

Journal of Corporate Finance 2016 39, 53-77
We examine the distinct effects of generalist–specialist versus insider–outsider attributes on Chief Executive Officer (CEO) compensation patterns. Our cross-sectional results show that each attribute has a significant impact on both the level and structure of CEO compensation. CEOs with a high generalist–outsider combination receive the highest total compensation, followed by generalist–insiders, specialist–outsiders, and finally specialist–insiders. Our time-series results show that the generalist–specialist effect remains constant through time while the insider–outsider effect diminishes over time. These findings suggest that the generalist premium is the result of a fundamental shift in the need for generalist skills to manage increasingly-complex enterprises. In contrast, the outsider premium is more likely caused by a temporary increase in bargaining power during contract negotiations. Overall, our study disentangles generalist–specialist attributes from insider–outsider attributes and then identifies the specific channels through which each attribute affects executive compensation.

Sowing the seeds of financial imbalances: The role of macroeconomic performance

Journal of Financial Stability 2024 74, 100839
The seeds of financial imbalances are sown in times of buoyant economic growth. We study the link between macroeconomic performance and financial imbalances, focusing on the experience of the United States since the 1960s. We first follow a narrative approach to review historical episodes of significant financial imbalances and find that the onset of financial disturbances typically occurs when the economy is running hot. We then look for evidence of a statistical link between measures of macroeconomic conditions and financial imbalances. In our in-sample analysis, we find that strong economic growth is followed by a buildup of financial imbalances across all dimensions of the National Financial Conditions Index. In our out-of-sample analysis, we find that the link between strong economic performance and increases in nonfinancial leverage is particularly strong and robust. Using a structural VAR identified with narrative sign restrictions, we also demonstrate that business cycle shocks are important drivers of nonfinancial leverage.

The anatomy of financial vulnerabilities and banking crises

Journal of Banking & Finance 2020 112, 105334
We extend the framework of Aikman et al. (2017) that maps vulnerabilities in the U.S. financial system to a broader set of financial vulnerabilities in 27 advanced and emerging economies. We capture a holistic view of the evolution of financial vulnerabilities before and after a banking crisis. We find that, before a banking crisis, pressures in asset valuations materialize first and then a build-up of imbalances in the external, financial, and nonfinancial sectors occurs. After a crisis, these vulnerabilities subside, but sovereign debt imbalances rise as governments try to mitigate the consequences of the crisis. Our main indexes, which aggregate these vulnerabilities, predicts banking crises better than the credit-to-GDP gap (CGG) or sector-specific vulnerability indexes, especially at long horizons. Our aggregate indexes also explain the variation in the severity of banking crises and the duration of recessions relatively well, as it incorporates possible spillover and amplification channels of financial vulnerabilities from one sector to another. Therefore, our framework is useful for macroprudential policy making and crisis management.

Do Consumers Vote with Their Feet in Response to Negative ESG News? Evidence from Foot Traffic to Retail Locations

Journal of Accounting Research 2026
We examine whether and, if so, how retail consumers change their shopping in response to firm‐specific negative environmental, social, and governance (ESG) news. Using an event study methodology, we do not find significant changes in consumer foot traffic in response to negative ESG news, on average. However, the average consumer reacts negatively when such news is covered by national or global media outlets, which elevates consumer awareness. In addition, we provide evidence of the heterogeneity in responses to negative ESG news across consumer groups. Consumers in more ESG‐conscious counties, as measured by county ESG preferences, income, education, and political ideology, reduce store visits in response to negative ESG news. In contrast, consumers in the least ESG‐conscious counties increase their visits in response to negative ESG news. These opposing reactions explain the insignificant average consumer response to negative ESG news. Furthermore, the ESG‐conscious consumers' negative reaction is, at most, modest, dissipating within six weeks. Overall, our findings suggest that firms face divergent responses to ESG activities from different consumer groups, underscoring the divisive nature of ESG issues.

Express Yourself: Why Managers' Disclosure Tone Varies Across Time and What Investors Learn from It

Contemporary Accounting Research 2020 37(2), 1140-1171
We argue that volatility in a manager's disclosure tone across time should be a function of two components: (i) the firm's innate operating risk and (ii) the extent to which the manager's disclosure transparently reflects that risk. Consistent with this argument, we find that both operating risk and disclosure transparency are important determinants of disclosure tone volatility. We then examine whether investors incorporate the incremental information provided by disclosure tone volatility into their assessments of firm risk. If disclosure tone volatility primarily provides investors with incremental information about a firm's operating risk, we should find a positive association between tone volatility and market‐based assessments of risk. On the other hand, if disclosure tone volatility primarily provides investors with incremental information about a manager's disclosure transparency, we should find a negative association between tone volatility and market‐based assessments of risk. Consistent with an operating risk explanation, we find a positive association between disclosure tone volatility and market‐based assessments of firm risk after controlling for a comprehensive set of proxies for operating risk and transparency. We find little support for an information risk explanation, even when we examine multiple measures specifically designed to capture information risk. Taken together, our results suggest that although disclosure tone volatility is a function of both a firm's operating risk and a manager's disclosure transparency, investors appear to respond as if disclosure tone volatility only provides incremental information about a firm's operating risk.

Estimating changes in supervisory standards and their economic effects

Journal of Banking & Finance 2015 60, 21-43
The disappointingly slow recovery in the U.S. from the depths of the financial crisis once again focused attention on the relationship between financial frictions and economic growth. Some bankers and borrowers suggested that unnecessarily tight supervisory policies were a constraint on new lending that hindered the recovery. This paper explores one aspect of supervisory policy: whether the standards used to assign commercial bank CAMELS ratings have changed materially over time (1991–2013). Models incorporating time-varying parameters or economy-wide variables suggest that standards used in the assignment of CAMELS ratings over the post-crisis period generally were in line with historical experience. Indeed, each of the models used suggests that the variation in supervisory standards has been relatively small in absolute terms over most of the sample period. However, we show that when this measure of supervisory stringency becomes elevated, it has a noticeable dampening effect on lending activity in subsequent quarters.