Knowledge that Transforms

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High‐Frequency Trading around Large Institutional Orders

Journal of Finance 2019 74(3), 1091-1137 open access
ABSTRACT Liquidity suppliers lean against the wind. We analyze whether high‐frequency traders (HFTs) lean against large institutional orders that execute through a series of child orders. The alternative is HFTs trading with the wind, that is, in the same direction. We find that HFTs initially lean against these orders but eventually change direction and take positions in the same direction for the most informed institutional orders. Our empirical findings are consistent with investors trading strategically on their information. When deciding trade intensity, they seem to trade off higher speculative profits against higher risk of being detected and preyed on by HFTs.

The Globalization Risk Premium

Journal of Finance 2019 74(5), 2391-2439 open access
ABSTRACT In this paper, we investigate how globalization is reflected in asset prices. We use shipping costs to measure firms' exposure to globalization. Firms in low shipping cost industries carry a 7% risk premium, suggesting that their cash flows covary negatively with investors' marginal utility. We find that the premium emanates from the risk of displacement of least efficient firms triggered by import competition. These findings suggest that foreign productivity shocks are associated with times when consumption is dear for investors. We discuss conditions under which a standard model of trade with asset prices can rationalize this puzzle.

Information Revelation in Decentralized Markets

Journal of Finance 2019 74(6), 2751-2787
ABSTRACT How does information get revealed in decentralized markets? We test several hypotheses inspired by recent dealer‐network theory. To do so, we construct an empirical map of information revelation where two dealers are connected based on the synchronicity of their quote changes. The tests, based on the euro to Swiss franc spot rate (EUR/CHF) quote data including the 2015 crash, largely support theory: strongly connected (i.e., central) dealers are more informed. Connections are weaker when there is less to be learned. The crash serves to identify how a network forms when dealers are transitioned from no‐learning to learning, that is, from a fixed to a floating rate.

Do Portfolio Manager Contracts Contract Portfolio Management?

Journal of Finance 2019 74(5), 2543-2577
ABSTRACT Most mutual fund managers have performance‐based contracts. Our theory predicts that mutual fund managers with asymmetric contracts and mid‐year performance close to their announced benchmark increase their portfolio risk in the second part of the year. As predicted by our theory, performance deviation from the benchmark decreases risk‐shifting only for managers with performance contracts. Deviation from the benchmark dominates incentives from the flow‐performance relation, suggesting that risk‐shifting is motivated more by management contracts than by a tournament to capture flows.

Who Finances Durable Goods and Why It Matters: Captive Finance and the Coase Conjecture

Journal of Finance 2019 74(2), 755-793
ABSTRACT We propose that, by financing their own product sales through captive finance subsidiaries, durable goods manufacturers commit to higher resale values for their products in future periods. Using data on captive financing by the manufacturers of heavy equipment, we find that captive‐backed models have lower price depreciation. The evidence is consistent with captive finance helping manufacturers commit to ex‐post actions that support used machine prices. This, in turn, conveys higher pledgeability for captive‐backed products, even for individual machines financed by banks. Although motivated as a rent‐seeking device, captive financing generates positive spillovers by relaxing credit constraints.

An Explanation of Negative Swap Spreads: Demand for Duration from Underfunded Pension Plans

Journal of Finance 2019 74(2), 675-710 open access
ABSTRACT The 30‐year U.S. swap spreads have been negative since September 2008. We offer a novel explanation for this persistent anomaly. Through an illustrative model, we show that underfunded pension plans optimally use swaps for duration hedging. Combined with dealer banks' balance sheet constraints, this demand can drive swap spreads to become negative. Empirically, we construct a measure of the aggregate funding status of defined benefit pension plans and show that this measure helps explain 30‐year swap spreads. We find a similar link between pension funds' underfunding and swap spreads for two other regions.

Reassessing False Discoveries in Mutual Fund Performance: Skill, Luck, or Lack of Power?

Journal of Finance 2019 74(5), 2667-2688 open access
ABSTRACT Barras, Scaillet, and Wermers propose the false discovery rate (FDR) to separate skill (alpha) from luck in fund performance. Using simulations with parameters informed by the data, we find that this methodology is conservative and underestimates the proportion of nonzero‐alpha funds. For example, 65% of funds with economically large alphas of are misclassified as zero alpha. This bias arises from the low signal‐to‐noise ratio in fund returns and the resulting low statistical power. Our results question FDR's applicability in performance evaluation and other domains with low power, and can materially change the conclusion that most funds have zero alpha.

Real Anomalies

Journal of Finance 2019 74(4), 1659-1706
ABSTRACT We examine the importance of cross‐sectional asset pricing anomalies (alphas) for the real economy. To this end, we develop a novel quantitative model of the cross‐section of firms that features lumpy investment and informational inefficiencies, while yielding distributions in closed form. Our findings indicate that anomalies can cause material real inefficiencies, which raises the possibility that agents who help eliminate them add significant value to the economy. The model shows that the magnitude of alphas alone is a poor indicator of real outcomes, and highlights the importance of the alpha persistence, the amount of mispriced capital, and the Tobin's q of firms affected.

Household Debt Overhang and Unemployment

Journal of Finance 2019 74(3), 1473-1502
ABSTRACT We use a labor‐search model to explain why the worst employment slumps often follow expansions of household debt. We find that households protected by limited liability suffer from a household‐debt‐overhang problem that leads them to require high wages to work. Firms respond by posting high wages but few vacancies. This vacancy posting effect implies that high household debt leads to high unemployment. Even though households borrow from banks via bilaterally optimal contracts, the equilibrium level of household debt is inefficiently high due to a household‐debt externality . We analyze the role that a financial regulator can play in mitigating this externality.

Political Connections and Allocative Distortions

Journal of Finance 2019 74(2), 543-586
ABSTRACT Exploiting a unique institutional setting in Korea, this paper documents that politicians can increase the amount of government resources allocated through their social networks to the benefit of private firms connected to these networks. After winning the election, the new president appoints members of his networks as CEOs of state‐owned firms that act as intermediaries in allocating government contracts to private firms. In turn, these state firms allocate significantly more procurement contracts to private firms with a CEO from the same network. Contracts allocated to connected private firms are executed systematically worse and exhibit more frequent cost increases through renegotiations.