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Inside the black box: The role and composition of compensation peer groups☆

Journal of Financial Economics 2010 96(2), 257-270
This paper considers the features of the newly disclosed compensation peer groups and demonstrates their significant role in explaining variations in chief executive officer (CEO) compensation beyond that of other benchmarks such as the industry-size peers. After controlling for industry, size, visibility, CEO responsibility, and talent flows, we find that firms appear to select highly paid peers to justify their CEO compensation and this effect is stronger in firms where the compensation peer group is smaller, where the CEO is the chairman of the board of directors, where the CEO has longer tenure, and where directors are busier serving on multiple boards.

Golden hellos: Signing bonuses for new top executives

Journal of Financial Economics 2016 122(1), 175-195
We examine signing bonuses awarded to executives hired for or promoted to named executive officer (NEO) positions at Standard & Poor's 1500 companies during the period 1992–2011. Executive signing bonuses are sizable and increasing in use, and they are labeled by the media as “golden hellos.” We find that executive signing bonuses are mainly awarded at firms with greater information asymmetry and higher innate risks, especially to younger executives, to mitigate the executives’ concerns about termination risk. When termination concerns are strong, signing bonus awards are associated with better performance and retention outcomes.

Bank stress testing, human capital investment and risk management

Journal of Financial Economics 2025 171, 104104
This paper studies banks’ investment in risk management human capital following the Global Financial Crisis and the advent of stress testing. Our results suggest that ‘Too Big to Fail’ distortions may have weakened large banks’ incentive to invest in risk management talent. Stress testing, which focuses on the largest banks, spurred demand for skilled quantitative risk managers, but only narrowly in anticipation of a test and following poor performance on a test. Stress testing does not affect demand for the over 90 % of risk management jobs not linked to passing tests, limiting its effectiveness in improving risk management practices.

Explaining CEO retention in misreporting firms

Journal of Financial Economics 2017 123(3), 512-535
We propose a framework that advances our understanding of Chief Executive Officer (CEO) retention decisions in misreporting firms. Consistent with economic intuition, outside directors are more likely to fire (retain) CEOs when retention (replacement) costs are high relative to replacement (retention) costs. When the decision is ambiguous because neither cost dominates, outside directors are more likely to retain the CEO when they both benefit from selling stock in the misreporting period. We show that joint abnormal selling captures director–CEO alignment incrementally to biographical overlap. This new proxy operationalizes information sharing and trust, making it useful for studying economic decision-making embedded in social relationships.

Systematic risk, debt maturity, and the term structure of credit spreads

Journal of Financial Economics 2021 139(3), 770-799
We document several facts about corporate debt maturity: (1) debt maturity is pro-cyclical, (2) higher-beta firms tend to have longer maturity, and (3) shorter maturity amplifies the sensitivity of credit spreads to aggregate shocks. We present a dynamic capital structure model that explains these facts. In the model, leverage and maturity choices are interdependent, which reflect the tradeoffs of liquidity discounts of long-term debt, repayment risks of short-term debt, and the benefit of short-term debt as a commitment device for timely leverage adjustments. Additionally, the model helps quantify the effects of maturity dynamics on the term structure of credit spreads.

Pay me now (and later): Pension benefit manipulation before plan freezes and executive retirement

Journal of Financial Economics 2018 127(1), 152-173
Large US firms modify top executives’ compensation before pension-related events. Top executives receive one-time increases in pensionable earnings through higher annual bonuses one year before a plan freeze and one year before retirement. Firms also boost pension payouts by lowering plan discount rates when top executives are eligible to retire with lump-sum benefit distributions. Increases in executive pensions do not appear to be an attempt to improve managerial effort or retention and are more likely to occur at firms with poor corporate governance. These findings suggest that in some circumstances managers are able to extract rents through their pension plans.