Managerial incentives and risk-taking

We provide empirical evidence of a strong causal relation between managerial compensation and investment policy, debt policy, and firm risk. Controlling for CEO pay-performance sensitivity (delta) and the feedback effects of firm policy and risk on the managerial compensation scheme, we find that higher sensitivity of CEO wealth to stock volatility (vega) implements riskier policy choices, including relatively more investment in R&D, less investment in PPE, more focus, and higher leverage. We also find that riskier policy choices generally lead to compensation structures with higher vega and lower delta. Stock-return volatility has a positive effect on both vega and delta.     

Managerial risk-taking incentives and non-GAAP earnings disclosures

We investigate the association between risk-taking incentives provided by stock-based compensation arrangements and non-GAAP financial disclosures. Controlling for compensation to stock price sensitivity, we find that managers with higher compensation to stock volatility sensitivity (vega) are more likely to be associated with voluntary non-GAAP earnings information disclosures. In addition, higher-vega managers are found to be associated with more frequent and less opportunistic non-GAAP earnings information disclosures. Robust to alternative specifications and estimations, our findings suggest that compensation arrangements can encourage managers to make more, higher-quality voluntary non-GAAP disclosures.     

Managerial risk incentives and accounting conservatism

Review of Quantitative Finance and Accounting - We provide empirical evidence of the effect of managerial risk incentives on financial reporting conservatism. We hypothesize that firms use greater...     

A framework for assessing the systemic risk of major financial institutions

In this paper we propose a framework for measuring and stress testing the systemic risk of a group of major financial institutions. The systemic risk is measured by the price of insurance against financial distress, which is based on ex ante measures of default probabilities of individual banks and forecasted asset return correlations. Importantly, using realized correlations estimated from high-frequency equity return data can significantly improve the accuracy of forecasted correlations. Our stress testing methodology, using an integrated micro–macro model, takes into account dynamic linkages between the health of major US banks and macro-financial conditions. Our results suggest that the theoretical insurance premium that would be charged to protect against losses that equal or exceed 15% of total liabilities of 12 major US financial firms stood at $110 billion in March 2008 and had a projected upper bound of $250 billion in July 2008.     

Managerial incentives to take asset risk

We argue that incentives to take equity risk (”equity incentives”) only partially capture incentives to take asset risk (“asset incentives”). This is because leverage, while central to the theory of risk-shifting, is not explicitly considered by equity incentives. Employing measures of asset incentives that account for leverage, we find that asset risk-taking incentives can be large compared to incentives to increase firm value. Stock holdings can induce substantial risk-taking incentives, contrary to the assumption that only stock options drive risk-taking. Finally, asset incentives help explain asset risk-taking of U.S. financial institutions before the 2007/08 crisis.     

Managerial risk incentives and investment related agency costs

We assess the impact of compensation based incentives together with monitoring mechanisms on investment related agency costs. The results indicate that well structured compensation based incentives significantly reduce agency costs. Managerial firm based wealth delta has a significant, negative effect on agency costs for firms in all size categories. The significance of managerial firm based wealth vega in reducing agency costs is concentrated in small firms, suggesting that vega exposure is more effective where risk is higher. The significance of cash compensation in reducing agency costs is concentrated in the large firms. This result implies that higher cash compensation reduces agency costs by allowing risk-averse managers the opportunity to diversify outside the firm.     

Managerial risk taking incentives and corporate pension policy

We examine whether the compensation incentives of top management affect the extent of risk shifting versus risk management behavior in pension plans. We find that risk shifting through pension underfunding (and, to a lesser extent, through pension asset allocation to risky securities) is stronger with compensation structures that create high wealth-risk sensitivity (vega) and weaker with high wealth-price sensitivity (delta). These findings are stronger for chief financial officers (CFOs) than for chief executive officers (CEOs), suggesting that pension policy falls within the CFO’s domain. Risk shifting through pension underfunding is also lower when the CFO’s personal stake in the pension plan is larger. Overall, these findings show that top managers’ compensation structure is an important driver of corporate pension policy. They also highlight firms within which the moral hazard concerns fueled by Pension Benefit Guaranty Corporation insurance are most relevant.     

Diversification at financial institutions and systemic crises

It is widely believed that diversification at financial institutions benefits the stability of the financial system. This paper shows that it also entails a cost: even though diversification reduces each institution’s individual probability of failure, it makes systemic crises more likely. When systemic crises induce additional costs (over and above individual failures), full diversification is no longer desirable as a result and the optimal degree of diversification may be arbitrarily low. We show that the analysis can be extended beyond diversification, such as to interbank insurance and financial integration.     

Bank regulation and risk-taking incentives: An international comparison of bank risk

This paper uses a panel database of 251 banks in 36 countries to analyze the impact of bank regulation on bank charter value and risk-taking. After controlling for deposit insurance and for the quality of a country's contracting environment, the results indicate that regulatory restrictions increase banks' risk-taking incentives by reducing their charter value. Banks in countries with stricter regulation have a lower charter value, which increases their incentives to follow risky policies. These results corroborate a negative relation between regulatory restrictions and the stability of a banking system. Deposit insurance has a positive influence on bank charter value, mitigating the risk-shifting incentives it creates. This positive influence disappears when we control for the possible endogeneity of deposit insurance.     

Spillovers in risk of financial institutions

ABSTRACT

We analyse the total and directional spillovers across a set of financial institution systemic risk state variables: credit risk, real estate market risk, interest rate risk, interbank liquidity risk and overall market risk. We examine the response of the spillover levels, within the set of systemic risk state variables, to a number of events in the financial markets and to initiatives undertaken by the European Central Bank and the Bank of England. The relationship between the time-varying spillovers and policy-related events is analysed using a multiple structural break estimation procedure and looking at the temporary increases in the spillover indices. Our sample includes five European Union countries: core countries France and Germany, periphery countries Spain and Italy, and a reference country, the UK. We show that national stock markets and real estate markets have a leading role in shock transmission across selected state variables. However, the role of the other variables reverses over the course of the crisis. We document that the total and net spillover indices react strongly to the events relating to financial assistance packages in Europe.     

Managerial ability and firm risk-taking behavior

In this study, we show that managerial heterogeneity plays an important role in firm decisions. Our view is that in addition to the effects of previously examined determinants, firm decisions are affected not just by the managers’ explicit mandate to maximize firm value, but also by the ability of the manager in managing the firm. We find that high-ability managers and low-ability managers have opposite effects on firm behavior and firm value. High-ability managers are receptive to risk-taking whereas low-ability managers refrain from risk-taking. High-ability managers cut capital expenditures but spend significantly more on research and development projects; low-ability managers reduce both capital expenditures and research and development expenses significantly. High-ability managers are associated with higher levels of firm focus than low-ability managers. Managerial ability is negatively associated with firm leverage. In addition, our results show that high-ability managers are associated with increases in firm value whereas low-ability managers are associated with decreases in firm value.     

Managerial risk-taking behavior and equity-based compensation

Equity-based compensation affects managers’ risk-taking behavior, which in turn has an impact on shareholder wealth. In response to an exogenous increase in takeover protection in Delaware during the mid-1990s, managers lower firm risk by 6%. This risk reduction is concentrated among firms with low managerial equity-based incentives, in particular firms with low chief executive officer portfolio sensitivity to stock return volatility. Furthermore, the risk reduction is value-destroying. Finally, firms respond to the increased protection accorded by the regime shift by providing managers with greater incentives for risk-taking.     

CEO risk-taking incentives and socially irresponsible activities

This study examines the relationship between CEO risk-taking incentives, measured by the sensitivity of CEO wealth held in options to a change in stock return volatility or Vega, and socially irresponsible activities using a large sample of U.S. firms during the period 1992–2012. Our results for the period before the 2007 financial crisis suggest that CEO risk-taking incentives are positively related to socially irresponsible activities. In addition, we find that a firm's socially responsible actions may act as a moderator, strengthening the aforementioned relationship. The results after the 2007 financial crisis show no evidence of a significant relationship between CEO risk-taking incentives and socially irresponsible activities. This could be due to the increased scrutiny regarding compensation packages and the increased role of reputational issues in the aftermath of the financial crisis. Our results suggest that risk-taking incentives embedded in the CEO compensation scheme have implications for corporate policies toward socially irresponsible activities.     

CEO risk-taking incentives and corporate social responsibility

We examine how firms adjust CEO risk-taking incentives in response to risk environments associated with their corporate social responsibility (CSR) standing. We find strong evidence that as a firm's CSR status improves (declines), increasing (decreasing) its risk-taking capacity, the firm responds by adjusting compensation contracts to increase (decrease) CEO risk-taking incentives (Vega). One channel of the adjustment is through stock option grants. Further analyses indicate that the positive CSR-Vega association is stronger in firms with better corporate governance and in industries where riskiness is more important. Our evidence indicates that firms are not passive in response to changes in CSR status and firm risk.     

CEO risk-taking incentives and relative performance evaluation

This paper examines how changes in CEO risk-taking incentives are associated with changes in the use of relative performance evaluation (RPE) in CEO contracts. Using a shock to the accounting for executive stock options (FAS 123R), I confirm that risk-taking incentives and option grants declined following FAS 123R using a within-firm design, but not a within-CEO-firm design. Decreased risk-taking incentives lead executives to invest in projects with lower systematic risk and can result in reduced incentives to hedge exposure to systematic risk in CEO compensation contracts via RPE. However, CEO relative risk aversion increases with decreases in risk-taking incentives, potentially increasing incentives to protect CEO wealth from systematic performance via RPE. Testing these competing predictions, I find modest evidence consistent with reduced RPE surrounding FAS 123R, suggesting that when CEO risk-taking incentives are reduced, so are incentives to shield CEO pay from systematic performance.     

Political institutions and bank risk-taking behavior

This paper examines the impact of political institutions on bank risk-taking behavior. Using an international sample of banks from 98 countries over the period 1998–2007, I document that sound political institutions stimulate higher bank risk-taking. This is consistent with the hypotheses that better political institutions increase banks’ risk by boosting the credit market competition from alternative sources of finance and generating the moral hazard problems due to the expectation of government bailouts in worst economic conditions. While it is contrary to the hypotheses that better political institutions decrease banks’ risk by lowering the government expropriation risk and the information asymmetries between banks and borrowers. The results are robust to a number of sensitivity tests, including alternative proxies of bank risk-taking and political institutions, cross-sectional bank- and country-level regressions, endogeneity concerns of political institutions, country income levels, explicit deposit insurance schemes and sample extension from 1998 to 2014. I also examine the interdependence between political and legal institutions and find that political and legal institutions complement each other to influence bank risk-taking behavior.     

Board composition and operational risk events of financial institutions

We investigate the relation between board composition and operational risk events of financial institutions in the period from 1996 to 2010. Drawing from corporate governance literature, we consider the impact of board characteristics on the likelihood of operational risk events. Overall, our findings suggest that board size is negatively and non-linearly associated with the possibility of operational risk events. For the event types of “Clients, Products, and Business Practices,” and “Internal Fraud and External Fraud,” firms with a higher proportion of independent directors are less likely to suffer from fraud or failure to comply with professional obligations to clients. Our results on age and tenure heterogeneity also indicate that having a more diverse board can have an adverse impact on the board monitoring function. These results can shed new light on board demographics and operational risk management in financial institutions.     

The relation between equity incentives and misreporting: The role of risk-taking incentives

Prior research argues that a manager whose wealth is more sensitive to changes in the firm?s stock price has a greater incentive to misreport. However, if the manager is risk-averse and misreporting increases both equity values and equity risk, the sensitivity of the manager?s wealth to changes in stock price (portfolio delta) will have two countervailing incentive effects: a positive “reward effect” and a negative “risk effect.” In contrast, the sensitivity of the manager?s wealth to changes in risk (portfolio vega) will have an unambiguously positive incentive effect. We show that jointly considering the incentive effects of both portfolio delta and portfolio vega substantially alters inferences reported in prior literature. Using both regression and matching designs, and measuring misreporting using discretionary accruals, restatements, and enforcement actions, we find strong evidence of a positive relation between vega and misreporting and that the incentives provided by vega subsume those of delta. Collectively, our results suggest that equity portfolios provide managers with incentives to misreport when they make managers less averse to equity risk.     

Managerial incentives, derivatives and stability

In this paper we model the derivative strategies optimally undertaken by a manager (or head of a profit center in a hedge fund) when the detailed derivative positions taken are not contractible. We show that with commonly-used incentive features in the compensation structure, managers have incentives to implement complex derivative strategies that lead to a slight reduction in default probabilities (or a slight increase in performance measures) with a high probability at the cost of allowing for the possibility of disaster states involving large losses, although with a very small probability. Such disaster states cause systemic instability (similar to the experience of Long-Term Capital Management in September 1998). We discuss possible audit strategies, governance mechanisms and incentive structures that will ameliorate the probability of systemic instability arising from such incentives in a market with a rich enough menu of derivatives. We characterize the optimal intensity of audit effort with and without the presence of such derivative strategies. The dependence of the optimal audit intensity on the legal liability regime and different rules for apportioning the auditor's liability is derived. Our results also relate the optimal audit intensity to the cost and efficiency parameters of the audit firm.     

Estimating systemic risk in the international financial system

This paper develops three distinct methods to quantify the risk of a systemic failure in the global banking system. We examine a sample of 334 banks (representing 80% of global bank equity) in 28 countries around five global financial crises. Our results suggest statistically significant, but economically small, increases in systemic risk. Although policy responses are endogenous, the low estimated probabilities suggest that the distress of central bankers, regulators and politicians about the events we study could be overstated and that current policy responses to financial crises could be adequate to handle major macroeconomic events.