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CEO inside debt and internal capital market efficiency

Journal of Corporate Finance 2021 68, 101974
Agency theory argues that managerial equity-based incentives are more effective when firm solvency is likely while debt-based incentives are more effective when firms face a greater likelihood of bankruptcy. We examine the relation between chief executive officers' (CEOs') inside debt holdings and the internal capital market allocation of multi-segment firms. We find that CEO inside debt holdings are associated with conservative capital allocation to firm segments, with the result driven by financially distressed firms. Further analysis indicates that although CEO inside debt, on average, is negatively related to firm value, the relation is positive for financially distressed firms. Our evidence indicates that inside debt holdings align the interests of managers and external creditors, inducing managers to pursue conservative capital allocation strategies that appear to be optimal for firms facing insolvency.

The Gender Earnings Gap in the Gig Economy: Evidence from over a Million Rideshare Drivers

Review of Economic Studies 2021 88(5), 2210-2238
The growth of the “gig” economy generates worker flexibility that, some have speculated, will favour women. We explore this by examining labour supply choices and earnings among more than a million rideshare drivers on Uber in the U.S. We document a roughly 7% gender earnings gap amongst drivers. We show that this gap can be entirely attributed to three factors: experience on the platform (learning-by-doing), preferences and constraints over where to work (driven largely by where drivers live and, to a lesser extent, safety), and preferences for driving speed. We do not find that men and women are differentially affected by a taste for specific hours, a return to within-week work intensity, or customer discrimination. Our results suggest that, in a “gig” economy setting with no gender discrimination and highly flexible labour markets, women’s relatively high opportunity cost of non-paid-work time and gender-based differences in preferences and constraints can sustain a gender pay gap.

The Yield Spread and Bond Return Predictability in Expansions and Recessions

Review of Financial Studies 2021 34(6), 2773-2812 open access
This paper uncovers that expected excess bond returns display a positive correlation with the slope of the yield curve (i.e., yield spread) in expansions but a negative correlation in recessions. We use a macro-finance term structure model with different market prices of risk in expansions and recessions to show that a very accommodating monetary policy in recessions is a key driver of this switch in return predictability.

Dynamics of Arbitrage

Journal of Financial and Quantitative Analysis 2021 56(4), 1350-1380
We study the dynamics of cash-and-carry arbitrage using the U.S. crude oil market. Sizable arbitrage-related inventory movements occur at the New York Mercantile Exchange (NYMEX) futures contract delivery point but not at other storage locations, where instead, operational factors explain most inventory changes. We add to the theory-of-storage literature by introducing two new features. First, due to arbitrageurs contracting ahead, inventories respond to not only contemporaneous but also lagged futures spreads. Second, storage-capacity limits can impede cash-and-carry arbitrage, leading to the persistence of unexploited arbitrage opportunities. Our findings suggest that arbitrage-induced inventory movements are, on average, price stabilizing.

Information Inertia

Journal of Finance 2021 76(1), 443-479 open access
We show that aversion to risk and ambiguity leads to information inertia when investors process public news about assets. Optimal portfolios do not always depend on news that is worse than expected; hence, the equilibrium stock price does not reflect this bad news. This informational inefficiency is more severe when there is more risk and ambiguity but disappears when investors are risk‐neutral or the news is about idiosyncratic risk. Information inertia leads to news momentum (e.g., after earnings announcements) and is consistent with low household trading activity. An ambiguity premium helps explain the macro and earnings announcement premium.

Recent Trends in US Income Distributions in Tax Record Data Using More Comprehensive Measures of Income Including Real Accrued Capital Gains

Journal of Political Economy 2021 129(5), 1319-1360
Use of Internal Revenue Service (IRS) tax records improves researchers’ ability to track income trends, although the focus on taxable market income in this research excludes important income sources. Using IRS data in combination with other data sources, we explore the effect of measuring inequality levels and trends with income, including real accrued capital gains based on Haig-Simons principles. While median market income fell 10% from 1989 to 2016, median economic income increased by 26% using our Haig-Simons-based measure. Top 1% income shares were lower and increased by only about one-third of that estimated using previous approaches over this period.