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The impact of firm prestige on executive compensation

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Abstract

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.

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... Theoretically, much of the existing literature that examines the link between pay and performance has relied on two main theories: optimal contracting (OCT) and prestige (PT) theories (Bebchuk et al., 2002;Focke et al., 2017). OCT suggests that highly paid managers are often subject to public scrutiny and criticism, and thus, they are likely to be motivated to improve the short-term performance targets of their institutions in order to justify their pay (Heery, 1998), and hence, OCT expects that HEIs that focus primarily on setting and meeting short-term performance targets to pay their VCs high pay packages 2 . ...
... On the other hand, PT suggests that socially/community-oriented institutions are often more concerned about promoting good social relations and networks with the various groups of stakeholders in order to improve their reputation and long-term sustainability (Focke et al., 2017). This implies that HEIs that focus on meeting long-term social performance targets are likely to pay their VCs low pay packages. ...
... Theoretically, prior studies examining the link between an institution's top management pay and performance have largely utilised two theoretical perspectives: PT and OCT (Bebchuk et al., 2002;Focke et al., 2017). PT indicates that CEOs may sometimes be concerned with meeting the long-term social interests of stakeholders in order to boost their social status and future job prospects in the labour market (Magnusson, 2016). ...
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This paper investigates the association between UK higher education institutions (HEIs) long-and short-term performance measures, and the pay of vice-chancellors/principals (VCs) in an era of intense neoliberalism/financialisation of HEIs, and consequently ascertains the extent to which the VC pay-performance nexus is moderated by VC characteristics. Using a longitudinal sample of UK HEIs, our baseline findings suggest that HEIs that prioritise meeting long-term social performance targets tend to pay their VCs low pay packages, whilst HEIs that focus on achieving short-term reputational performance targets pay their VCs high pay packages. We show further that the VC pay-performance relationship is moderated/explained largely by VC characteristics. Our findings are robust to controlling for alternative governance mechanisms, endogeneities, alternative performance measures and different estimation techniques. Our findings offer empirical support for optimal contracting and prestige theories with significant implications for the sector. Keywords: Vice-Chancellor/Principal pay, Performance, Vice-Chancellor/Principal characteristics, Governance, Financialisation/Neoliberalism, HEIs, Prestige theory, UK
... According to reputation theory, reputation is an intangible asset for firms under incomplete information context (Tadelis, 1999). Agarwal et al. (2015) think that corporate reputation is a vital intangible asset and a guarantee for the managers to realize and sustain their interests (Focke et al., 2017). However, a bad reputation damages firms' value and injures manages' image, remuneration, and career development. ...
... Moreover, firms are more worried about reputation loss caused by media coverage than sanctions in an environment with weak environmental regulations. Given the negative impact of the reputation loss (Agarwal et al., 2015;Focke et al., 2017), firms are inclined to engage in environmental R&D to compensate for the reputation loss. Therefore, under weak environmental regulations, media coverage's reputation effect has more incentive effect on firms environmental R&D. ...
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Environmental research and development (R&D) is an effective means to coordinate firms’ sustainable development and environmental protection. This study investigates the impact of media coverage on environmental R&D with the Environmental Protection Law’s exogenous shock in 2015 in China. The results show that both media coverage and the Environmental Protection Law significantly promote firms’ environmental R&D. Moreover, the Environmental Protection Law strengthens the positive effect of media coverage on firms’ environmental R&D, and the strengthening effect is more significant for firms with low internal control quality and in high-competition industry. Further researches suggest that environmental R&D fully mediates the relationship between media coverage and environmental technology innovation, while the Environment Protection Law has no significant effect on environmental technology innovation. The results demonstrate external supervision or regulations are conducive to environmental R&D, which conforms to Porter Hypothesis. This study has certain enlightening significance to firms’ environmental R&D, environmental technology innovation, and sustainable development in developing economies.
... This has led to controversy about the determinants as well as the implications of compensation arrangements (e.g. Jensen & Murphy, 1990;Murphy, 1999Murphy, , 2013Bebchuk & Fried, 2003, 2005Focke, Maug, & Niessen-Ruenzi, 2017;Benischke et al., 2019). The purpose of this section is to examine whether and to what extent the observed trends in CAO compensation are accompanied by changes in the demand for skills that describe the profile of the CAO skill set, and whether the resulting variations in compensation can be regarded as, eventually, being in the interest of universities. ...
... We begin our analysis by examining the impact of CAO skills on compensation in the context of institutions with better or poorer reputations. This hypothesis is motivated by Focke et al. (2017), who find that managers of prestigious firms earn less money. ...
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Using a comprehensive sample of U.K. universities, we find that generously compensated Chief Academic Officers (CAOs) contribute to better university performance. Interestingly, while the level of CAO remuneration is positively related to general managerial skills, as proxied by the diversity of their prior work experience, such skills are not associated with superior university performance. Additional tests indicate that the positive association between CAO compensation and institutional academic performance is enhanced by managerial discretion, whereas generalist CAOs earn higher compensation when they have greater career concerns. Overall, the results inform the ongoing debate on the appropriateness of remuneration levels for CAOs and the literature on underlying causes of rising compensation levels in academic institutions.
... To make the match, we estimated propensity scores using all the variables included in our baseline model as control characteristics. We then applied six matching estimators to obtain the matched firms as selecting these firms requires decisions about closeness-of-match and the total sample size of the control firms selected (Chang & Shim, 2015;Focke et al., 2017;Lins et al., 2013;Subrahmanyam et al., 2017). Lower tolerance for the maximum propensity score distance (calliper) lessens the risk of bad matches. ...
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... That factor is the compensation of executives or directors. Focke, Maug, and Niessen-Ruenzi (2017) stated that CEOs of companies listed in the top 100 of Fortune's "America's Most Admired Companies" earn less. CEOs are willing to ignore additional compensation if they work for wellknown companies. ...
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Tax avoidance is the hottest issue in the last five years. It is reinforced with the Tax Amnesty Program by the Directorate General of Taxation (DJP), which began in June 2016. Therefore, this study aims to obtain empirical evidence of the influence of good corporate governance and executive compensation on corporate tax avoidance. This study used 215 banking companies listed on the Indonesia Stock Exchange (IDX) for 2014-2018. This study using a purposive sampling method that produced 119 suitable samples. The analytical method used is multiple linear regression analysis through IBM SPSS Statistics 25 software. Computation of tax avoidance is proxied by computing of Effective Tax Rates (ETR). Good corporate governance is proxied by the size of the board of directors and the audit committee, and executive compensation is proxied by all director compensations. The size of the audit committee is a total of the audit committee in one period. The size of the board of directors is the total of the board committee in one period. This study used ROA and Leverage as a control variable. In this study, it was found that executive compensation and good corporate governance, which was proxied by the Size of the board of directors and the Size of the audit committee shown a positive effect on tax avoidance. Investors who do not want tax avoidance must pay attention to executive compensation and good corporate governance in the company. In contrast, control variables have not significant effect on tax avoidance.
... The main reason for the conflict of interest lies in the information asymmetry between the board of directors and the executives, which may lead to moral hazard. The principal-agent theory and optimal contract theory advocate the design of incentive contract to achieve effective governance, such as the introduction of stock options, combination of explicit and implicit incentives, and so on [25,15,9]. However, Bebchuk [3] puts forward the managerial power theory, which challenges the traditional principalagent theory. ...
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... Jensen and Meckling [13] believe that the introduction of stock options can link the interests of shareholders and executives which can reduce agency costs. Furthermore, while an agent pursues explicit incentives such as salary, implicit incentives such as reputation also play important roles, and they can be used as an alternative mechanism for explicit incentives to avoid moral hazard [14,15]. Schrader and Sun [16], Alvi [17], and Markus et al. [18] further studied the influence of executives' bounded rationality behaviour on the optimal incentive contract, introduced fairness preference and self-interested behaviour of senior executives into the principal-agent model, and extended research on the incentive theory of executive agents. ...
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The process of CEO incentive and supervision, in which the special committee plays an important role, has always been a hard problem to solve in modern corporate governance. Considering the conflicts of interest between the compensation committee, audit committee, and the CEO, this paper constructed a game model of incentive and supervision within the board of directors and analysed the strategic choices of all three and the influencing mechanisms in different contexts. The results show that there is no totally stable strategy point in the system and that there are different strategy choices in different situations; the CEO’s strategy choice is influenced by both the compensation committee and the audit committee, the incentive strategy of the compensation committee will promote the CEO’s self-interested behaviour, and the supervision strategy of the audit committee is inhibitive. The function of the special committee is dependent on its initial intention and the intensity of action. In the situation of excessive incentive by the compensation committee, the strategy choice of audit committee has periodicity, and the CEO and audit committee have periodic discretionary choice game. This study provides insight into the internal governance of the board of directors, particularly special committees, which create the incentive and supervisory contracts.
... We use the nearest neighbour matching without replacement, employing a caliper distance of 0.03 to avoid bad matches. We analyse the differences in matching covariate balance between the EU and the non-EU banks, by following Focke et al. (2017) and compute the normalized differences in the pre-SACORD periods. 10 Results (not tabulated here but available on request) show that our matched samples are similar with respect to the treatment variables in both periods on all but one variable. ...
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... They found that the R & D subsidy program increased the possibility of patent applications, especially for smaller companies. Focke et al. (2016) analyzed the relationship between corporate reputation and executive compensation based on three methods: matched sample analysis, DID, and regression discontinuity design. Research showed that CEOs of well-known companies will earn less. ...
... We conduct two additional analyses to address the concern that our tests are merely detecting a residual size effect that is related to the client's general visibility. First, to account for the fact that our media measures could still proxy for high-order influences of firm size that are not captured by the linear influence of our control variables, we follow Focke et al. (2017) and include size splines based on the annual decile of firm size in our regressions. Second, we follow Hilary et al. (2014) and delete observations that have both bigger firm size and greater media coverage (i.e., those for which both MV and Media are greater than their sample median values). ...
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... A positive β 4 and β 5 would suggest that by growing the firm with activities including finance lease transactions, executives in SOEs receive more compensation and government subsidies than executives in non-SOEs. The control variables are introduced referring to prior research and are defined in the Appendix (Focke et al., 2016;Wu et al., 2018;Faccio et al., 2006). The results are tabulated in Table 10. ...
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... A CEOs will not face higher possibility of dismissal when they receive higher level of remuneration. In contrast, the acquisition has no significant impact on the turnover of the CEO of the family business [8] [9] [10]. ...
... It is concluded that the higher the long-term managerial salary, the more significant the correlation between financial performance and social performance. However, after studying Fortune's ranking of America's most admired companies, Focke et al. [34] demonstrated that these firms' total compensation is on average 8% lower than others, indicating that managers are willing to trade off career benefits from working for a company that is publicly admired against additional monetary benefits. Li and Gu [35] concluded that the reduction in managerial compensation led to a more harmonious working environment and the improvement of CSR performance. ...
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... Finally, our paper contributes to the broad literature on nonmonetary social comparisons and social rewards such as prestige and status. Focke, Maug, and Niessen-Ruenzi (2017) find that CEOs employed in America's most admired companies earn on average 8 % less and argue that working for a prestigious company creates an additional gain in utility, which can be extracted by pay concessions. Shi, Zhang, and Hoskisson (2017) propose that CEOs tend to respond to a competitor winning a CEO award by carrying out substantial acquisition activities in an effort to boost their own social recognition and status. ...
... Prestige of pedagogue's speciality is defined in the paper as "a complex concept that characterises a socially significant profession among other accepted professions in the state and includes a set of teachers' education and competences; working conditions; remuneration adequate to the tasks; professional autonomy (authority); and the ability to influence decision making" [12]. Scientific research about perception of prestige, the prestige of teaching [10], [3], [13] reveals relevance and novelty of theme, because on the lack of analogous research. ...
... 6 Frank (1985) indicates that employees are willing to accept lower monetary compensations in exchange for the employer's high status. Focke et al. (2017) find that CEOs of prestigious firms, as proxied by Fortune's ranking of America's Most Admired Companies (MAC), earn about 8% less on average than other CEOs of firms not listed on the MACA. 7 Market forces such as mergers and acquisitions among broker firms have little impact in China because the industry is closely regulated. ...
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... We use the data item tdc1 to operationalize total compensation for the years before 2006 and the data item total_sec for the post-2006 time period. For measures of stock option pay, we use the Black-Scholes value of stock options (Black and Scholes 1973) for the pre-2006 years (opt_blk_valu) and its equivalent option_awards_fv (Focke et al. 2017) for the post-2006 years. All compensation variables are natural logged. ...
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This paper examines the impact of financial reporting practices on corruption obstacles for about 150,000 firms across 143 mostly developing countries from 2006 to 2019. We document a strong positive relationship between the production of audited financial statements (AFS) and corruption obstacles (CO) faced by the firm. We argue that in a corrupt business environment, rent-seeking bureaucrats use the credible financial information to optimize their bribe demands. Our baseline results remain robust after addressing endogeneity concerns. We further show that country-level institutional quality has a moderating effect on the AFS-CO relation. The evidence from surveying entrepreneurs also provides qualitative support for our empirical findings. Our study sheds light on a previously under-explored adverse consequence of transparency - exposure to corrupt bureaucrats where institutions are weak.
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Does earnings management, even though legal, hinder investor trust in reported earnings? Or do investors regard earnings management as a way for firms to convey private information, or simply as a neutral feature of financial reporting? We find that past abstinence from earnings management increases investor responses to future earnings surprises. Importantly, this effect occurs in industries where investor trust has recently been violated, and where managers would in the past have had incentives and opportunities to misrepresent earnings. Overall, investors seem to interpret the extent to which management resists temptations for misreporting as a “litmus test” of trustworthiness. This article is protected by copyright. All rights reserved
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Although it is assumed that CEOs attempt to use corporate reputation ratings to justify increases in their annual compensation, controversy persists on the relationship between corporate reputation ratings and CEO compensation. Based on agency theory and signaling theory, we predict a positive relationship between corporate reputation ratings and CEO compensation but only during periods of economic recovery. Using a subset of Fortune’s “Most Admired” companies, this study demonstrates that corporate reputation ratings are significantly associated with CEO compensation during periods of economic recovery but not during periods of economic recession, after controlling the potential extraneous factors that may influence CEO pay.
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This chapter aims to explain the theoretical foundations of the fair CEO compensation framework. It is structured as follows: first, the fairness and fair pay concepts are introduced, then the prominent and most pertinent theories and school of thoughts regarding compensation and fair and optimal pay are presented in Sects. 2.1 and 2.2, respectively. Finally, how it can be applied or how it has been applied to the practice is illustrated in Sect. 2.3.
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In this chapter, the fifth aspect of the “Fair CEO Compensation” octagonal framework, “Compensation according to the Characteristics, Competence, and Individual Performance (CCIP)” is introduced. First, the theoretical concept and the link between CCIP and total CEO compensation are illustrated, then practitioners’ viewpoints on individual performance (IP) and the implementation of the IP criterion into the remuneration policy are represented.
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The disciplinary role of the financial market could interact with a firm's choice of internal corporate governance. We prove that when the efficiency of the initial public offering (IPO) pricing improves, entrepreneurs choose stronger corporate governance structures as way of committing to extract fewer private benefits in exchange for higher prices. Using a difference-in-difference method that exploits the asymmetric impacts of the IPO pricing deregulation on the Chinese mainland and Hong Kong markets, we find that improving the efficiency of IPO pricing has a positive impact on a firm's corporate governance quality. This impact is more pronounced for firms with lower tangibility, for firms with higher market-to-book ratios, and for state-owned enterprises. Our findings demonstrate that the development of the financial market can promote economic development through improving corporate governance.
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After decades of de-prioritizing shareholders’ economic interests and low corporate profitability, Japan introduced the JPX-Nikkei400 in 2014. The index highlighted the country’s “best-run” companies by annually selecting the 400 most profitable of its large and liquid firms. We find that managers competed for inclusion in the index by significantly increasing return on equity (ROE), and they did so at least in part due to their reputational or status concerns. The ROE increase was predominantly driven by improvements in margins, which were in turn partially driven by cutting research and development (R&D) intensity. Our findings suggest that indexes can affect managerial behavior through reputational or status incentives.
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Using multiple measures of attack proximity, we show that CEOs employed at firms located near terrorist attacks earn an average pay increase of 12% after the attack relative to CEOs at firms located far from attacks. CEOs at terrorist attack-proximate firms prefer cash-based compensation increases (e.g., salary and bonus) over equity-based compensation (e.g., options and stocks granted). The effect is causal and it is larger when the bargaining power of the CEO is high. Other executives and workers do not receive a terrorist attack premium.
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We examine how firms' dividend policy affects the initial compensation of their newly appointed CEOs. We focus on newly appointed CEOs to isolate the effect of dividends on compensation and to provide new insights into an aspect largely neglected by compensation research. We show that the dividend payout is positively related to new CEO compensation. Further, the positive effect of dividends is stronger for firms with no dividend cuts over the past two, three and four years, firms with relatively high institutional ownership, and those with strong boards, consistent with new CEOs receiving higher pay as compensation for greater dividend pressure.
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The importance of board committees – specialized subgroups that exist to perform many of the board's most critical functions, such as setting executive compensation, identifying potential board members, and overseeing financial reporting – has grown over time due to increased legal requirements and greater complexity of the environment in which firms operate. This has resulted in a large body of work examining board committees across the accounting, finance, and management disciplines. However, this research has developed rather independently within each discipline, preventing scholars and practitioners from developing a comprehensive understanding of board committees. To address this issue, we conduct a comprehensive review of the literature that: 1) summarizes and synthesizes antecedents and outcomes associated with board committees in publicly‐traded firms in English common law countries; and 2) offers a critical analysis of existing research, providing recommendations for advancements and new directions in board committee research. This article is protected by copyright. All rights reserved.
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We examine whether, how, and why acquirer shareholder voting matters. We show that acquirers with low institutional ownership, high deal risk, and high agency costs are more likely to bypass shareholder voting. Such acquirers have lower announcement returns and make higher offers than those who do not. To avoid a shareholder vote, acquirers increase equity issuance and cut payouts to raise the portion of cash in mixed-payment deals. Employing a regression discontinuity design, we show a positive effect on acquirer announcement returns concentrated in acquirers with higher institutional ownership. We conclude that shareholder voting mitigates agency problems in corporate acquisitions. Received April 18, 2017; editorial decision February 9, 2018 by Editor David Denis. 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.
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This paper studies how directors' reputational concerns affect board structure, corporate governance, and firm value. In our setting, directors affect their firms' governance, and governance in turn affects firms' demand for new directors. Whether the labor market rewards a shareholder-friendly or management-friendly reputation is determined in equilibrium and depends on aggregate governance. We show that directors' desire to be invited to other boards creates strategic complementarity of corporate governance across firms. Directors' reputational concerns amplify the governance system: strong systems become stronger and weak systems become weaker. We derive implications for multiple directorships, board size, transparency, and board independence.
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This paper analyzes stock option awards to CEOs of 792 U.S. public corporations between 1984 and 1991. Using a Black-Scholes approach, I test whether stock options' performance incentives have significant associations with explanatory variables related to agency cost reduction. Further tests examine whether the mix of compensation between stock options and cash pay can be explained by corporate liquidity, tax status, or earnings management. Results indicate that few agency or financial contracting theories have explanatory power for patterns of CEO stock option awards.
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This paper studies optimal incentive contracts when workers have career concerns--concerns about the effects of current performance on future compensation. The authors show that the optimal compensation contract optimizes total incentives: the combination of the implicit incentives from career concerns and the explicit incentives from the compensation contract. Thus, the explicit incentives from the optimal compensation contract should be strongest for workers close to retirement because career concerns are weakest for these workers. The authors find empirical support for this prediction in the relation between chief-executive compensation and stock-market performance. Copyright 1992 by University of Chicago Press.
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We find that institutional ownership concentration is positively related to the pay-for-performance sensitivity of executive compensation and negatively related to the level of compensation, even after controlling for firm size, industry, investment opportunities, and performance. These results suggest that the institutions serve a monitoring role in mitigating the agency problem between shareholders and managers. Additionally, we find that clientele effects exist among institutions for firms with certain compensation structures, suggesting that institutions also influence compensation structures through their preferences.
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We examine the effects of nonmonetary benefits on overall executive compensation from the perspective of the living environment at the firm headquarters. Companies in polluted, high crime rate, or otherwise unpleasant locations pay higher compensation to their chief executive officers (CEOs) than companies located in more livable locations. This premium in pay for quality of life is stronger when firms face tougher competition in the managerial labor market, when the CEO is hired from outside, and when the CEO has short-term career concerns. Overall, the geographic desirability of the corporate headquarters is an effective substitute for CEO monetary pay.
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Several matching methods that match all of one sample from another larger sample on a continuous matching variable are compared with respect to their ability to remove the bias of the matching variable. One method is a simple mean-matching method and three are nearest available pair-matching methods. The methods' abilities to remove bias are also compared with the theoretical maximum given fixed distributions and fixed sample sizes. A summary of advice to an investigator is included.
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I study the effect of CEO optimism on CEO compensation. Using data on compensation in US firms, I provide evidence that CEOs whose option exercise behavior and earnings forecasts are indicative of optimistic beliefs receive smaller stock option grants, fewer bonus payments, and less total compensation than their peers. These findings add to our understanding of the interplay between managerial biases and remuneration and show how sophisticated principals can take advantage of optimistic agents by appropriately adjusting their compensation contracts.
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Executive equity compensation in the U.S. is evolving. At the turn of the millennium, stock options dominated the equity pay landscape, accounting for over half of the aggregate ex ante value of senior executive pay at large public companies, while restricted stock and similar compensation accounted for only about ten percent. Beginning in 2006, stock grants have displaced options as the single largest component of senior executive compensation at these firms. Accompanying this shift has been increased variation among companies in their relative emphasis on stock and options in equity pay packages. Both phenomena provide an opportunity for a rich exploration of executive pay contracting focusing specifically on equity pay design. Such an exploration is timely given the current focus in Washington on the relationship between equity compensation and corporate risk taking. This article begins that exploration and has two primary aims. First, it describes the evolution in executive equity pay practices and the current equity compensation landscape. Second, it considers the extent to which this evolution and the current use of stock and option pay can be explained as a function of efficient contracting (and what 'efficient contracting' means in this context). The analysis reveals several features of the executive equity pay landscape that suggest limitations on efficient compensation contracting. First, although directionally consistent with changes in the conventional economic determinants of equity pay design, the dramatic shift over the last decade from very heavy reliance on options to a more balanced emphasis on stock and options suggests that option expensing, option taint, and/or increased perceived option risk played leading roles. Second, the tri-modal distribution of the mix of stock and options being granted in recent years suggests that optimizing incentives is not the sole consideration of issuing firms. Third, the extent to which the same mix of stock and options is granted to the various member of the executive suite suggests that individual optimization is quite limited.
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We use a well-developed dynamic panel GMM estimator to alleviate endogeneity concerns in two aspects of corporate governance research: the effect of board structure on firm performance and the determinants of board structure. The estimator incorporates the dynamic nature of internal governance choices to provide valid and powerful instruments that address unobserved heterogeneity and simultaneity. We re-examine the relation between board structure and performance using the GMM estimator in a panel of 6,000 firms over a period from 1991-2003, and find no causal relation between board structure and current firm performance. We illustrate why other commonly used estimators that ignore the dynamic relationship between current governance and past firm performance may be biased. We discuss where it may be appropriate to consider the dynamic panel GMM estimator in corporate governance research, as well as caveats to its use.
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This paper surveys the recent literature on CEO compensation. The rapid rise in CEO pay over the past 30 years has sparked an intense debate about the nature of the pay-setting process. Many view the high level of CEO compensation as the result of powerful managers setting their own pay. Others interpret high pay as the result of optimal contracting in a competitive market for managerial talent. We describe and discuss the empirical evidence on the evolution of CEO pay and on the relationship between pay and firm performance since the 1930s. Our review suggests that both managerial power and competitive market forces are important determinants of CEO pay, but that neither approach is fully consistent with the available evidence. We briefly discuss promising directions for future research.
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The propensity score is the conditional probability of assignment to a particular treatment given a vector of observed covariates. Both large and small sample theory show that adjustment for the scalar propensity score is sufficient to remove bias due to all observed covariates. Applications include: (i) matched sampling on the univariate propensity score, which is a generalization of discriminant matching, (ii) multivariate adjustment by subclassification on the propensity score where the same subclasses are used to estimate treatment effects for all outcome variables and in all subpopulations, and (iii) visual representation of multivariate covariance adjustment by a two-dimensional plot.
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This article develops a framework for efficient IV estimators of random effects models with information in levels which can accommodate predetermined variables. Our formulation clarifies the relationship between the existing estimators and the role of transformations in panel data models. We characterize the valid transformations for relevant models and show that optimal estimators are invariant to the transformation used to remove individual effects. We present an alternative transformation for models with predetermined instruments which preserves the orthogonality among the errors. Finally, we consider models with predetermined variables that have constant correlation with the effects and illustrate their importance with simulations.
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This chapter summarizes the empirical and theoretical research on executive compensation and provides a comprehensive and up-to-date description of pay practices (and trends in pay practices) for chief executive officers (CEOs). Topics discussed include the level and structure of CEO pay (including detailed analyses of annual bonus plans, executive stock options, and option valuation), international pay differences, the pay-setting process, the relation between CEO pay and firm performance (“pay-performance sensitivities”), the relation between sensitivities and subsequent firm performance, relative performance evaluation, executive turnover, and the politics of CEO pay.
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We use a bargaining framework to examine empirically the relations between director compensation and board-of-director independence. Our evidence suggests that independent directors have a bargaining advantage over the CEO that results in compensation more closely aligned with shareholders’ objectives. Firms with more outsiders on their boards award directors more equity-based compensation. When the CEO's power over the board increases, compensation provides weaker incentives to monitor. Firms with more inside directors and with entrenched CEOs use less equity-based pay. Furthermore, firms with entrenched CEOs and CEOs who also chair the board are less likely to replace cash pay with equity.
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This paper presents specification tests that are applicable after estimating a dynamic model from panel data by the generalized method of moments (GMM), and studies the practical performance of these procedures using both generated and real data. Our GMM estimator optimally exploits all the linear moment restrictions that follow from the assumption of no serial correlation in the errors, in an equation which contains individual effects, lagged dependent variables and no strictly exogenous variables. We propose a test of serial correlation based on the GMM residuals and compare this with Sargan tests of over-identifying restrictions and Hausman specification tests.
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I study large charitable stock gifts by Chairmen and Chief Executive Officers (CEOs) of public companies. These gifts, which are not subject to insider trading law, often occur just before sharp declines in their companies' share prices. This timing is more pronounced when executives donate their own shares to their own family foundations. Evidence related to reporting delays and seasonal patterns suggests that some CEOs fraudulently backdate stock gifts to increase personal income tax benefits. CEOs' family foundations hold donated stock for long periods rather than diversifying, permitting CEOs to continue voting the shares.
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There is considerable and widespread concern about whether CEOs are appropriately punished for poor performance. The empirical literature on CEO turnover documents that CEOs are indeed more likely to be forced out if their performance is poor relative to the industry average. However, CEOs are also more likely to be replaced if the industry is doing badly. We show that these empirical patterns are natural and efficient outcomes of a competitive assignment model in which CEOs and firms form matches based on multiple characteristics, and where industry conditions affect the outside options of both managers and firms. Our model also has several new predictions about the type of replacement manager, and their pay and performance. We construct a dataset which describes all turnover events during the period 1992-2006 and show that these predictions are also born out empirically.
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Economists have long been concerned with the incentive problems that arise when decision making in a firm is the province of managers who are not the firm's security holders. One outcome has been the development of “behavioral” and “managerial” theories of the firm which reject the classical model of an entrepreneur, or owner-manager, who single-mindedly operates the firm to maximize profits, in favor of theories that focus more on the motivations of a manager who controls but does not own and who has little resemblance to the classical “economic man.” Examples of this approach are Baumol (1959), Simon (1959), Cyert and March (1963), and Williamson (1964b). More recently the literature has moved toward theories that reject the classical model of the firm but assume classical forms of economic behavior on the part of agents within the firm. The firm is viewed as a set of contracts among factors of production, with each factor motivated by its self-interest. Because of its emphasis on the importance of rights in the organization established by contracts, this literature is characterized under the rubric “property rights.” Alchian and Demsetz (1972) and Jensen and Meckling (1976b) are the best examples. The antecedents of their work are in Coase (1937, 1960). The striking insight of Alchian and Demsetz (1972) and Jensen and Meckling (1976b) is in viewing the firm as a set of contracts among factors of production.
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Recent studies argue that the spread-adjusted Taylor rule (STR), which includes a response to the credit spread, replicates monetary policy in the United State. We show (1) STR is a theoretically optimal monetary policy under heterogeneous loan interest rate contracts in both discretionay and commitment monetary policies, (2) however, the optimal response to the credit spread is ambiguous given the financial market structure in theoretically derived STR, and (3) there, a commitment policy is effective in narrowing the credit spread when the central bank hits the zero lower bound constraint of the policy rate.
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The paper uses a simple multitask career concern model in order to analyse the incentives of government agencies' officials. Incentives are impaired by the agency pursuing multiple missions. A lack of focus is even more problematic in the case of fuzzy missions, that is when outsiders are uncertain about the exact nature of the missions actually pursued by the agency. Consequently agencies pursuing multiple missions receive less autonomy. The paper further shows that professionalization creates a sense of mission for the agency, and that the specialization of officials raises their incentives. Last, the paper compares its predictions with the stylized facts on Government bureaucracies.
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This paper develops the method of matching as an econometric evaluation estimator. A rigorous distribution theory for kernel-based matching is presented. The method of matching is extended to more general conditions than the ones assumed in the statistical literature on the topic. We focus on the method of propensity score matching and show that it is not necessarily better, in the sense of reducing the variance of the resulting estimator, to use the propensity score method even if propensity score is known. We extend the statistical literature on the propensity score by considering the case when it is estimated both parametrically and nonparametrically. We examine the benefits of separability and exclusion restrictions in improving the efficiency of the estimator. Our methods also apply to the econometric selection bias estimator.