Knowledge that Transforms

A four-factor model with two "mispricing" factors, in addition to market and size factors, accommodates a large set of anomalies better than notable four-and five-factor alternative models. Moreover, our size factor reveals a small-firm premium nearly twice usual estimates. The mispricing factors aggregate information across 11 prominent anomalies by averaging rankings within two clusters exhibiting the greatest return co-movement. Investor sentiment predicts the mispricing factors, especially their short legs, consistent with a mispricing interpretation and the asymmetry in ease of buying versus shorting. A three-factor model with a single mispricing factor also performs well, especially in Bayesian model comparisons.

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Purchase obligations are forward contracts with suppliers and are used more broadly than traded commodity derivatives. This paper is the first to document that these contracts are a risk management tool and have a material impact on corporate hedging activity. Firms that expand their risk management options following the introduction of steel futures contracts substitute financial hedging for purchase obligations. Contracting frictions, such as bargaining power and settlement risk, as well as potential hold-up issues associated with relationship-specific investment, affect the use of purchase obligations in the cross-section, as well as how firms respond to the introduction of steel futures.

Using proprietary data on the entire spectrum of ownership structure and exact tax status of investors and firms, we examine how dividend taxation affects payout. Utilizing an exogenous shock to dividend taxation, we show that absent any frictions, dividend taxation has a large impact on payout. As agency issues and shareholder conflicts increase, owners' tax preferences have significantly smaller impact on payout. Three mechanisms reduce the dividend-tax sensitivity: Coordination among owners, heterogeneity in tax preferences, and diverging objectives between managers and owners. Altogether, taxation has a first-order impact on payout, but agency issues and shareholder conflicts mute its impact substantially.

This paper provides evidence on the incidence, characteristics, and performance of activist engagements across countries. We find that the incidence of activism is greatest with high institutional ownership, particularly for U.S. institutions. We use a sample of 1,740 activist engagements across 23 countries and find that almost one-quarter of engagements are by multi-activists engaging the same target. These engagements perform strikingly better than single activist engagements. Engagement outcomes, such as board changes and takeovers, vary across countries and significantly contribute to the returns to activism. Japan is an exception, with high initial expectations and low outcomes.

Prior studies have documented that pension plan sponsors often monitor a fund's performance relative to a benchmark. We use a first-difference approach to show that in an effort to beat benchmarks, fund managers controlling large pension assets tend to increase their exposure to high-beta stocks, while aiming to maintain tracking errors around the benchmark. The findings support theoretical conjectures that benchmarking can lead managers to tilt their portfolio toward high-beta stocks and away from low-beta stocks, which can reinforce observed pricing anomalies.

This paper examines how uncertainty affects corporate investment under varying degrees of asset redeployability. We develop new measures of asset redeployability by accounting for the usability of assets within and across industries. We identify plausibly exogenous shocks to economic uncertainty by using major economic and political events. We find that after an increase in uncertainty, firms using less redeployable capital reduce investment more. More redeployable assets exhibit higher recovery rates and are traded more actively in secondary markets. Overall, our results suggest that frictions in redeploying assets affect liquidation values and therefore make firms cautious about investment decisions under uncertainty.

Using a difference-in-differences approach, we study how intellectual property right (IPR) protection affects innovation in China in the years around the privatizations of state-owned enterprises (SOEs). Innovation increases after SOE privatizations, and this increase is larger in cities with strong IPR protection. Our results support theoretical arguments that IPR protection strengthens firms' incentives to innovate and that private sector firms are more sensitive to IPR protection than SOEs.

Using novel position and trading data for single-name corporate credit default swaps (CDSs), we provide evidence that CDS markets emerge as “alternative trading venues” serving a standardization and liquidity role. CDS positions and trading volume are larger for firms with bonds fragmented into many separate issues and with heterogeneous contractual terms. Whereas hedging motives are associated with trading volume in the bond and CDS markets, speculative trading concentrates in the CDS. Cross-market arbitrage links the CDS and bond market via the basis trade, compressing the negative CDS-bond basis and reducing price impact in the bond market.

We show that economic conditions when managers enter the labor market have long-run effects on their career paths and managerial styles. Managers who began their careers during recessions become CEOs more quickly, but at smaller firms. They also have more conservative styles, such as lower investment in capital expenditures and research and development, more cost cutting, and lower leverage and working capital needs. These recession effects appear to be largely driven by the characteristics of the CEO's first job (recession CEOs tend to start in smaller or private firms), which suggests that the early work environment is important to the formation and selection of managers.