CEO compensation structure and firm performance

The objectives of our study are to estimate a model of ‘efficient’ compensation structure based on firm characteristics and test the performance consequences of deviation from the efficient compensation structure. Our results are based on 3503 firm years for the period from 1999 to 2005. The results suggest that firms whose CEOs receive compensation inconsistent with their firm characteristics have a lower performance compared to those firms whose CEOs’ compensation is consistent with their firms’ characteristics. Our measure of performance is based on both accounting and market‐based performance measures. Overall, our study provides some important new insights into the links between CEO compensation structure and firm performance.     

Governance structure and the weighting of performance measures in CEO compensation

We empirically examine how governance structure affects the design of executive compensation contracts and in particular, the implicit weights of firm performance measures in CEO’s compensation. We find that compensation contracts in firms with higher takeover protection and where the CEO has more influence on governance decisions put more weight on accounting-based measures of performance (return on assets) compared to stock-based performance measures (market returns). In additional tests, we further find that CEO compensation in these firms has lower variance and a higher proportion of cash (versus stock-based) compensation. We further find that CEOs’ incentives (measured as changes in CEO annual wealth which includes expected changes in the value of the CEO’s equity holdings in addition to yearly compensation) do not vary across governance structures. These findings are consistent with CEOs in firms with high takeover protection and where they have more influence on governance negotiating different contracts.

The impact of firm prestige on executive compensation

We show that chief executive officers (CEOs) of prestigious firms earn less. Total compensation is on average 8% lower for firms listed in Fortune’s ranking of America’s most admired companies. We suggest that CEOs are willing to trade off status and career benefits from working for a publicly admired company against additional monetary compensation. Our identification strategy is based on matched sample analyses, difference-in-differences regressions, and a regression discontinuity design. We perform several robustness checks and exclude many alternative explanations, including that firm prestige just proxies for better corporate governance or for increased exposure of the pay-setting process to media attention.     

CEO turnover in China: the role of market-based and accounting performance measures

We investigate the relationship between chief executive officer (CEO) turnover and firm performance in China's publicly traded firms. We provide evidence on the use of accounting and market-based performance measures in CEO turnover decision. We also investigate the moderating roles of noise in performance measures, firm growth opportunities, state-owned enterprises, and corporate governance reform on the weights attached to these performance measures. We observe that Chinese listed firms rely more on accounting performance than on stock market performance when determining CEO turnover. Firms with noisier performance measures and larger growth opportunities rely less on both accounting performance and stock market performance in CEO replacement decision. State-controlled firms are more likely to use accounting performance to determine CEO turnover. Finally, we observe that the weight attached to the accounting performance measure is significantly reduced and the weight attached to the stock market performance measure is significantly increased after the governance reform. We also observe that the reform has different impact on state-owned firms and private firms in terms of the sensitivity of CEO turnover to firm performance.     

Accounting fundamentals and CEO bonus compensation

Research indicates that there is a positive association between accounting earnings and chief executive officer (CEO) cash compensation; however, evidence also suggests that this positive association ceases to exist when earnings performance is poor or declining. This latter result has led some critics of corporate compensation policies to conclude that CEOs are not penalized for poor or declining firm performance. The purpose of this study is to further illuminate the pay-performance debate by expanding the traditional executive bonus compensation model to include a set of accounting fundamentals that prior research indicates are related to both current and future firm performance. Our results indicate that there is a highly significant relationship between accounting fundamentals and the level of and change in CEO bonus compensation. Moreover, we find a highly significant relationship between accounting fundamentals and both bonus omissions and bonus reductions. When earnings are negative or declining, we find that the above relationships remain intact. In contrast, when earnings are negative or declining, we find that the relationship between aggregate earnings and bonus compensation is weak or insignificant in most of our analyses. Taken together, our results suggest that the apparently weak relationship between accounting earnings and CEO bonus compensation (particularly when earnings are negative or declining) is partly due to the fact that the bonus compensation model excludes accounting fundamentals which are strongly associated with bonus compensation. Thus, we conclude that (i) bonus compensation is more closely tied to firm performance than critics sometimes claim and (ii) bonus compensation awarded to CEOs when earnings performance is poor is at least partially explained by the presence of favorable accounting fundamentals.     

CEO compensation, option incentives, and information disclosure

This paper examines the impact of information disclosure on the valuation of CEO options and the incentives created by those options. Prior executive compensation research in the US has made assumptions about key input variables that can affect the calculation of option values and financial incentives. Accordingly, biases may have ensued due to incomplete information disclosure about noncurrent option grants. Using new data on a sample of UK CEOs, we value executive option holdings and incentives for the first time and estimate the levels of distortion created by the less than complete US-style disclosure requirements. We also investigate the levels of distortion in the UK for the minority of companies that choose to reveal only partial information. Our results suggest that there have to date been few economic biases arising from less than complete information disclosure. Furthermore, we demonstrate that researchers using US data, who made reasonable assumptions about the inputs of noncurrent option grants, are unlikely to have made significant errors when calculating CEO financial incentives or option wealth. However, the recent downturn in the US stock market could result in the same assumptions, producing exaggerated incentive estimates in the future.     

Compensation consultants and CEO pay

The study examines the practice of employing multiple compensation consultants. Examining data of a sample of UK companies over the period 2003–2006 we find that CEOs receive higher equity-based pay when firms employ more than one compensation consultant. An increase in the number of compensation consultants is also associated with an increase in CEO equity-based pay, whereas no decline in CEO pay takes place when firms reduce the number of pay consultants. We also observe that the market shares of compensation consultant are positively related to CEO equity-based pay.     

Stock option vesting conditions,CEO turnover,and myopic investment

Corporations have been criticized for providing executives with excessive incentives to focus on short-term performance. This paper shows that investment in short-term projects has beneficial effects in that it provides early feedback about Chief Executive Officer (CEO) talent, which leads to more efficient replacement decisions. Due to the threat of CEO turnover, the optimal design of stock option vesting conditions in executive compensation is more subtle than conventional views suggest. For example, I show that long vesting periods can backfire and induce excessive short-term investments. The study generates new empirical predictions regarding the determinants and impacts of stock option vesting terms in optimal contracting.     

The dynamics of CEO equity vs. inside debt and firm performance

This paper provides new evidence on the comparative dynamic effects of CEO inside debt and equity compensation on firm performance as measured by Tobin’s Q. In contrast to the extant literature, we find significant empirical evidence supporting the classic Jensen and Meckling (1976) premise that managers should receive debt vs. equity compensation in proportion to the capital structure of the firm. We also provide new evidence showing that the effects of the CEO compensation structure on firm performance are dependent on the CEO’s time horizon, as measured by the expected period of employment to retirement. We show that the incremental benefits of equity compensation to performance increase with the CEO’s projected time to retirement. A similar, but insignificant relationship is observed for CEO inside debt compensation. Cash compensation is more beneficial to the firm when concentrated near the end of the CEO’s tenure.     

Non-compensation-related consultant service and CEO compensation

This study examines how consultants’ non-compensation-related consulting service (NCS) affects the contractual usefulness of accounting and stock information in executive compensation, as reflected in pay-performance sensitivity. The hypothesis is based on anecdotal evidence suggesting that consultants’ provision of NCS is likely to adversely affect the quality of CEO compensation plans. We investigate whether the consultants providing NCS are involved in potential conflicts of interest. The results show that CEO pay is higher in companies where consultants provide NCS and have a higher NCS fee ratio. The pay-performance sensitivity in CEO compensation decreases when consultants engage in NCS. The overall results are consistent with NCS representing a conflict of interest and compromising the quality of compensation committees.     

Excessive managerial entrenchment,corporate governance,and firm performance

This paper investigates the differential impact of positive and negative excessive managerial entrenchment on the CEO turnover-performance sensitivity, CEO compensation, and firm performance. We measure the degree of managerial entrenchment using the E-index introduced by Bebchuk et al. (2009). Our findings suggest that an increase in excess CEO entrenchment reduces the likelihood of CEO turnover due to poor performance. We also show a positive association between excessive entrenchment and CEO compensation as managers gain more power and authority when they are entrenched. On the other hand, excess CEO entrenchment has an inverse correlation with firm performance and firm value. Overall, we propose that excessive managerial entrenchment has a converse impact on board monitoring and shareholders’ welfare.     

The impact of bank merger growth on CEO compensation

We examine the impact of bank mergers on chief executive officer (CEO) compensation during the period 1992–2014, a period characterised by significant banking consolidation. We show that CEO compensation is positively related to both merger growth and non‐merger internal growth, with the former relationship being higher in magnitude. While CEO pay–risk sensitivity is not significantly related to merger growth, CEO pay–performance sensitivity is negatively and significantly related to merger growth. Collectively, our results suggest that, through bank mergers, CEOs can earn higher compensation and decouple personal wealth from bank performance. Furthermore, we document a more severe agency problem in CEO compensation as a consequence of bank mergers relative to mergers in industrial firms. Finally, we find that the post‐financial crisis regulatory reform of executive compensation in banks has limited effectiveness in curbing the merger–pay links.     

CEO optimism and forced turnover

We show theoretically that optimism can lead a risk-averse Chief Executive Officer (CEO) to choose the first-best investment level that maximizes shareholder value. Optimism below (above) the interior optimum leads the CEO to underinvest (overinvest). Hence, if boards of directors act in the interests of shareholders, CEOs with relatively low or high optimism face a higher probability of forced turnover than moderately optimistic CEOs face. Using a large sample of turnovers, we find strong empirical support for this prediction. The results are consistent with the view that there is an interior optimum level of managerial optimism that maximizes firm value.     

Do executive stock option grants have value implications for firm performance?

Consistent with predictions of agency theory, we find direct evidence that executive stock option grants have value implications for firm performance. This inference is drawn from evaluation of various motivations for the use of such grants in executive compensation: value enhancement, risk taking, tax benefit, signaling and cash conservation. We find consistent evidence for the value enhancement motivation to reduce agency costs. As well, they signal for positive price sensitive information. Our results reject the tax benefit and cash conservation motivations. This finding is robust after controlling for the endogenous character of executive stock option grants and other equity-based grants. JEL Classification G32 • J33 • M52     

CEO investment of deferred compensation plans and firm performance

We study how US chief executive officers (CEOs) invest their deferred compensation plans depending on the firm's profitability. By looking at the correlation between the CEO's return on these plans and the firm's stock return, we show that deferred compensation is to a large extent invested in the company equity in good times and divested from it in bad times. The divestment from company equity in bad times arguably reflects CEOs' incentive to abandon the firm and to invest in alternative instruments to preserve the value of their deferred compensation plans. This result suggests that the incentive alignment effects of deferred compensation crucially depend on the firm's health status.     

Earnings Warnings and CEO Welfare

Some CEOs decide voluntarily to issue a warning when they expect a negative earnings surprise. Prior research suggests that warnings contain incremental information beyond actual earnings; warning firms tend to experience permanent earnings decreases. This paper investigates whether compensation committees take warnings into account in setting CEO compensation. We find that warnings are significantly negatively (positively) associated with CEO bonus (option grants), suggesting that compensation committees adjust CEO compensation towards a more high‐powered structure after warnings. However, the sensitivity of bonus or option grants to earnings and stock returns is not affected except for bonus sensitivity to stock returns. We also find weak evidence of an increase in forced CEO turnover after warnings, accompanied by a significant increase in its sensitivity to stock returns. This benefits CEOs with higher ability but imposes more risk on other CEOs. These findings provide a partial explanation of why not every CEO facing a negative surprise decides to issue a warning. Our results are robust to various specifications. In particular, the impact of warnings on compensation appears invariant to the timing or the number of warnings. Overall, these findings suggest that the signal from warnings is used in determining CEO compensation and retention.     

CEO characteristics,firm performance,and corporate political contributions

We investigate if CEO characteristics determine the choice of Political Action Committee (PAC) contributions by firms and if such participation leads to better firm performance. Using a unique, hand‐collected database, we also focus on the identity of the politicians receiving PAC contributions to examine the impact of the value‐relevance of such contributions. Examining data on corporate contributions made to candidates seeking federal office during the 2002, 2004, and 2006 election cycles, we find that CEO dominance and interest alignment influence strategic choices of firms with regards to establishing PACs. Our analysis of value‐relevant contributions shows that firms prefer to donate to politicians representing the state of a firm's headquarters, validating the truth to the adage that all politics is local. However, these targeted political contributions do not have a discernible impact on firm performance.     

Monitoring by the financial press and forced CEO turnover

This paper examines Wall Street Journal news stories about 79 firms that forced CEO turnover and a matched sample of firms that did not force CEO turnover. In the two years prior to turnover, firms in the forced-turnover sample were the subjects of 76% more news stories about poor firm performance despite being from the same industry, of similar size, and similar performance as a sample of matched firms. Overall, the evidence suggests that scrutiny of poor firm performance by the financial press increases the likelihood of forced CEO turnover.     

Reexamining the managerial ownership effect on firm value

Whether equity-based compensation and equity ownership align the interests of managers with stockholders is an important question in finance. Early studies found an inverted U-shaped relation between managerial ownership and firm value, but later studies using firm fixed effects found no relation. Managerial ownership levels change very slowly over time which may mask an ownership effect on firm value when using a fixed effect model. This is due to a much smaller within firm variation than between firm variation. We demonstrate that using pay-performance semi-elasticity, rather than pay-performance sensitivity as a measure of managerial ownership incentives, results in meaningful variation within firm over time. The greater within firm variation increases the power to detect a relation between managerial ownership and firm value with fixed effect regressions. As in the early research on this issue, we find a significant inverted U-shaped relation between managerial ownership and Tobin's Q in fixed effects regressions and after controlling for endogeneity with both two-stage and three-stage least squares regressions. Our results are consistent with incentive alignment at low levels and risk aversion at high levels of managerial ownership.     

Terrorist attacks and CEO compensation: UK evidence

This paper shows that both CEO compensation and rank-and-file employee compensation rise after terrorist attacks by employing a sample of 2558 firms in the UK from 1999 to 2018. The structure of CEO compensation growth differs in accordance with different cutoffs. Further analyses show that media coverage and CEO bargaining power accentuate the effect of terrorist attacks on CEO compensation and rank-and-file employee compensation, and the impact of media is mainly based on the information dissemination function. Our results remain valid after taking into account various robustness tests and endogeneity concerns.