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Do Large Gains Make Willing Sellers?

Journal of Financial and Quantitative Analysis 2022 57(4), 1486-1528 open access
Using unique real estate data that allow for accurately measured capital gains, we examine whether sell propensities depend on the magnitude of a seller’s capital gain. We find that short-term sell propensities are flat over losses and increasing in gains. Consistent with their higher sell propensities, selling prices are lower for properties with larger gains. Large-sized short-term stock investments also have sell propensities that are flat over losses and increasing in gains, although the sell propensities of typical-sized short-term stock investments are V-shaped. Our findings provide empirical support for theories of realization utility.

Identifying the Effect of Stock Indexing: Impetus or Impediment to Arbitrage and Price Discovery?

Journal of Financial and Quantitative Analysis 2022 57(5), 2022-2062 open access
The rise of stock indexing has raised concerns that index investing impedes arbitrage and degrades price discovery. This article uses Russell’s reconstitution to identify the causal effect of index investing on information arbitrage and price discovery. Although index investing has no discernible effect on the ability of arbitrageurs to trade and impound news into the prices of large- and mid-cap stocks, we find that index investing increases the speed of price adjustment to news for micro-cap stocks. Our causal evidence identifies the relaxation of arbitrage constraints as a mechanism through which indexing facilitates informed trading for more arbitrage-constrained micro-cap stocks.

Do Private Equity Managers Have Superior Information on Public Markets?

Journal of Financial and Quantitative Analysis 2022 57(1), 321-358 open access
Using cash flows from a large sample of buyout and venture funds, I show that private equity (PE) distributions predict returns in the industries of funds’ specialization. My tests distinguish timing skill from reactions to market conditions and spillover effects of PE activity. Fund managers foresee comparable public firms’ earnings but sell at the industry peaks only if they have performance fees to harvest. These results have implications for manager selection and improve our understanding of PE fund returns and the role of PE in capital markets.

Media Partisanship and Fundamental Corporate Decisions

Journal of Financial and Quantitative Analysis 2022 57(2), 572-598
Using the introduction of Fox News as a natural experiment, we investigate whether partisanship in television news coverage influences fundamental corporate decisions. We find that during the George W. Bush presidency, firms led by Republican-leaning managers headquartered in regions into which Fox was introduced shift upward their total investment expenditures and financial leverage. Our findings imply that in making fundamental corporate decisions, Republican-leaning managers are swayed by the Republican slant of Fox that presents an optimistic macroeconomic outlook. The results highlight the importance of heterogeneity in media slant in understanding the role of the media in corporate decision making.

Relative Versus Absolute Performance Evaluation and CEO Decision-Making

Journal of Financial and Quantitative Analysis 2022 57(7), 2591-2626 open access
We provide new evidence on how performance-based compensation plans affect CEO decision-making, especially risk-taking. Our main finding is that relative performance evaluation (RPE) plans provide incentives for CEOs to make decisions that generate more idiosyncratic performance outcomes; absolute performance evaluation (APE) plans do not. After switches from APE to RPE, the correlation between firm stock return and industry index return falls and firm idiosyncratic risk increases. Further, switches to RPE are followed by larger deviations in financial, investment, and operating policies from industry norms (i.e., more idiosyncratic strategies). All results are opposite for switches to APE.

Inferring Stock Duration Around FOMC Surprises: Estimates and Implications

Journal of Financial and Quantitative Analysis 2022 57(2), 669-703
Discount rates affect stock prices directly via the discount-rate channel or indirectly via the cash-flow channel because expected future cash-flow growth varies with the discount rate. The traditional Macaulay duration captures the effect from the discount-rate channel. I propose a novel duration measure, the effective equity duration, to capture the effects from both channels. I estimate it around unexpected policies in the federal funds rates. I find that the equity yield curve is hump-shaped because expected future cash-flow growth increases with the discount rate. The effective equity duration captures information other than monetary policy risk.

Where Do Shareholder Gains in Hedge Fund Activism Come From? Evidence From Employee Pension Plans

Journal of Financial and Quantitative Analysis 2022 57(6), 2140-2176 open access
We find that defined benefit employee pension plans of firms that are targets of hedge fund activism experience underfunding and their defined contribution plans experience reductions in employer contributions. Pension underfunding occurs due to reduced employer contributions to the plans, which target firms justify by increasing the assumed rates of returns on plan investments and the discount rate used to compute the present value of plan obligations. Despite tilting plan investments toward riskier assets, pension fund performance does not improve after activists target a firm. Our evidence suggests that shareholder wealth gains from activism are partly wealth transfers from employees.

Investing in Low-Trust Countries: On the Role of Social Trust in the Global Mutual Fund Industry

Journal of Financial and Quantitative Analysis 2022 57(1), 240-290 open access
We hypothesize that social trust, in mitigating contracting incompleteness, may have an important effect on the activeness and effectiveness of delegated portfolio management. Using a complete sample of worldwide open-end mutual funds, we find that trust is positively associated with the activeness of funds and that trust-related active share delivers superior performance (e.g., approximately 2% per year for cross-border investments). Moreover, “trust in the market” and “trust in managers” play important yet different roles for different types of cross-border delegated portfolio management. Our results suggest that trust acts as a fundamental building block for delegated portfolio management.

Eyes on the Prize: Do Industry Tournament Incentives Shape the Structure of Executive Compensation?

Journal of Financial and Quantitative Analysis 2022 57(5), 1929-1959
We investigate whether external industry tournament incentives influence the design of executive-compensation contracts. Using staggered negative mobility shocks as exogenous disruptions to tournament incentives, we show that firms treated by these shocks act to restore their executives’ diminished implicit risk-taking incentives by increasing compensation vega. On average, post-shock compensation vegas increase by approximately 10%. These effects are considerably larger for treated executives with strong tournament incentives and high ex ante mobility. Mobility shocks have no impact on compensation delta or total pay. Our results shed light on how explicit risk-taking incentives are optimized with respect to executive career concerns.

Does Government Spending Crowd Out R&D Investment? Evidence from Government-Dependent Firms and Their Peers

Journal of Financial and Quantitative Analysis 2022 57(3), 888-922 open access
We provide evidence that managerial incentives to manipulate real activities can influence the effectiveness of fiscal policy. Increases in federal spending lead government-dependent firms to expand research and development (R&D) investment whereas industry-peer firms contract. The net result is a reduction in industry-level R&D investment. We find evidence of a novel mechanism for the crowding out of peer-firm investment: peer-firm managers respond to falling relative performance by cutting R&D to manage current earnings upward. We show that these differential responses manifest in firm value. These findings are robust to endogeneity and selection concerns as well as a battery of alternative explanations.