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The Endogeneity of Managerial Compensation in Firm Valuation: A Solution

Review of Financial Studies 2001 14(3), 735-764
Much of the empirical literature that has examined the functional relationship between firm value and managerial ownership levels assumes that managerial ownership levels are exogenous and are the only component of managerial compensation related to firm performance. This assumption is contrary to the theoretical and empirical literature wherein managerial compensation is endogenously determined and includes both shares and options. Using instruments for managerial compensation and panel data to control for unobservable heterogeneity in the firm’s contracting environment, we estimate a system of simultaneous equations. We find that firms are in equilibrium when they endogenously set their chief executive officer’s compensation.

The Endogeneity of Managerial Compensation in Firm Valuation: A Solution

Review of Financial Studies 2001 14(3), 735-764
Much of the empirical literature that has examined the functional relationship between firm value and managerial ownership levels assumes that managerial ownership levels are exogenous and are the only component of managerial compensation related to firm performance. This assumption is contrary to the theoretical and empirical literature wherein managerial compensation is endogenously determined and includes both shares and options. Using instruments for managerial compensation and panel data to control for unobservable heterogeneity in the firm's contracting environment, we estimate a system of simultaneous equations. We find that firms are in equilibrium when they endogenously set their chief executive officer's compensation.

Evidence of jointness in the terms of relationship lending

Journal of Financial Intermediation 2007 16(3), 452-476
This paper examines the impact of the borrower–lender relationship on the explicit loan interest rate and collateral, as well as the correlation between loan interest rates and collateral. Using a simultaneous equation approach, we find that collateral has a statistically significant positive impact of 200 to 400 basis points on loan interest rates. We find this positive association to be stronger for personal (or outside) collateral than collateral provided by the firm's assets (or inside collateral). Finally, we find the economic impact of the borrower–lender relationship to be 21 basis points for one standard deviation increase in relationship length.

Executive pay and performance Evidence from the U.S. banking industry

Journal of Financial Economics 1995 39(1), 105-130 open access
This paper examines CEO pay in the banking industry and the effect of deregulating the market for corporate control. Using panel data on 147 banks over the 1980s, we find higher levels of pay in competitive corporate control markets, i.e., those in which interstate banking is permitted. We also find a stronger pay-performance relation in deregulated interstate banking markets. Finally, CEO turnover increases substantially after deregulation. These results provide evidence of a managerial talent market — one which matches the level and structure of pay with the competitiveness of the banking environment.

A Reexamination of the Conglomerate Merger Wave in the 1960s: An Internal Capital Markets View

Journal of Finance 1999 54(3), 1131-1152 open access
One possible explanation for bidding firms earning positive abnormal returns in diversifying acquisitions in the 1960s is that internal capital markets were expected to overcome the information deficiencies of the less‐developed capital markets. Examining 392 bidder firms during the 1960s, we find the highest bidder returns when financially “unconstrained” buyers acquire “constrained” targets. This result holds while controlling for merger terms and for different proxies used to classify firms facing costly external financing. We also find that bidders generally retain target management, suggesting that management may have provided company‐specific operational information, while the bidder provided capital‐budgeting expertise.

A Reexamination of the Conglomerate Merger Wave in the 1960s: An Internal Capital Markets View

Journal of Finance 1999 54(3), 1131-1152
One possible explanation for bidding firms earning positive abnormal returns in diversifying acquisitions in the 1960s is that internal capital markets were expected to overcome the information deficiencies of the less‐developed capital markets. Examining 392 bidder firms during the 1960s, we find the highest bidder returns when financially “unconstrained” buyers acquire “constrained” targets. This result holds while controlling for merger terms and for different proxies used to classify firms facing costly external financing. We also find that bidders generally retain target management, suggesting that management may have provided company‐specific operational information, while the bidder provided capital‐budgeting expertise.

Strategic borrowing from passive investors

Review of Finance 2024 28(5), 1537-1573 open access
We find that short sellers manage risks by strategically borrowing shares in stocks with significant ownership by passive investors. This practice increases securities lending demand for stocks with substantial passive ownership, resulting in improved price efficiency, higher lending fees, and increased short interest in these stocks. Consistent with the risk mitigation motive, these stocks show reduced risks of unexpected fee hikes and loan recall, longer loan durations, and attract more informed short sellers. These effects are particularly pronounced in hard-to-borrow stocks where short-sale constraints are binding. Our study suggests that passive investing helps alleviate short-sale constraints by reducing the risks associated with stock borrowing.

Choosing to Cofinance: Analysis of Project-Specific Alliances in the Movie Industry

Review of Financial Studies 2008 21(2), 483-511
[We use a movie industry project-by-project dataset to analyze the choice of financing a project internally versus financing it through outside alliances. The results indicate that project risk is positively correlated with alliance formation. Movie studios produce a variety of films and tend to develop their safest projects internally. Our findings are consistent with internal capital market explanations. We find mixed evidence regarding resource pooling, i.e., sharing the cost of large projects. Finally, the evidence shows that projects developed internally perform similarly to projects developed through outside alliances.]

Managerial ownership and firm performance: A re-examination using productivity measurement

Journal of Corporate Finance 1999 5(4), 323-339
The role of productivity in firm performance is of fundamental importance to the US economy. Consistent with the corporate finance approach, this paper uses the ownership stake of a firm's managers as an argument in estimating the firm's production function. Accordingly, this paper brings together the corporate finance and productivity literature. Using a large sample of randomly selected manufacturing firms that does not suffer from any survivorship or large firm size biases, we find that managerial ownership changes are positively related to changes in productivity. We also find a higher sensitivity of changes in managerial ownership to changes in productivity for firms who experience greater than the median change in managerial ownership. These results are robust to including lagged estimates of production inputs, year dummies and separate dummies for each firm to control for unobservable firm characteristics. In addition, we find that the stock market rewards firms with increases in firm value when these firms increase their level of productivity.

Understanding the determinants of managerial ownership and the link between ownership and performance

Journal of Financial Economics 1999 53(3), 353-384
Both managerial ownership and performance are endogenously determined by exogenous (and only partly observed) changes in the firm's contracting environment. We extend the cross-sectional results of Demsetz and Lehn (1985), (Journal of Political Economy, 93, 1155–1177) and use panel data to show that managerial ownership is explained by key variables in the contracting environment in ways consistent with the predictions of principal-agent models. A large fraction of the cross-sectional variation in managerial ownership is explained by unobserved firm heterogeneity. Moreover, after controlling both for observed firm characteristics and firm fixed effects, we cannot conclude (econometrically) that changes in managerial ownership affect firm performance.