Knowledge that Transforms

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Partisan Professionals: Evidence from Credit Rating Analysts

Journal of Finance 2021 76(6), 2805-2856 open access
ABSTRACT Partisan perception affects the actions of professionals in the financial sector. Linking credit rating analysts to party affiliations from voter records, we show that analysts not affiliated with the U.S. president's party downward‐adjust corporate credit ratings more frequently. Since we compare analysts with different party affiliations covering the same firm in the same quarter, differences in firm fundamentals cannot explain the results. We also find a sharp divergence in the rating actions of Democratic and Republican analysts around the 2016 presidential election. Our results show that analysts' partisan perception has price effects and may influence firms' investment policies.

Do Household Wealth Shocks Affect Productivity? Evidence from Innovative Workers During the Great Recession

Journal of Finance 2021 76(1), 57-111
ABSTRACT We investigate how the deterioration of household balance sheets affects worker productivity, and in turn economic downturns. Specifically, we compare the output of innovative workers who experienced differential declines in housing wealth during the financial crisis but were employed at the same firm and lived in the same metropolitan area. We find that, following a negative wealth shock, innovative workers become less productive and generate lower economic value for their firms. The reduction in innovative output is not driven by workers switching to less innovative firms or positions. These effects are more pronounced among workers at greater risk of financial distress.

The Limits of p‐Hacking: Some Thought Experiments

Journal of Finance 2021 76(5), 2447-2480
ABSTRACT Suppose that the 300+ published asset pricing factors are all spurious. How much p ‐hacking is required to produce these factors? If 10,000 researchers generate eight factors every day, it takes hundreds of years. This is because dozens of published t ‐statistics exceed 6.0, while the corresponding p ‐value is infinitesimal, implying an astronomical amount of p ‐hacking in a general model. More structure implies that p ‐hacking cannot address 100 published t ‐statistics that exceed 4.0, as they require an implausibly nonlinear preference for t ‐statistics or even more p ‐hacking. These results imply that mispricing, risk, and/or frictions have a key role in stock returns.

The Misguided Beliefs of Financial Advisors

Journal of Finance 2021 76(2), 587-621
ABSTRACT A common view of retail finance is that conflicts of interest contribute to the high cost of advice. Within a large sample of Canadian financial advisors and their clients, however, we show that advisors typically invest personally just as they advise their clients. Advisors trade frequently, chase returns, prefer expensive and actively managed funds, and underdiversify. Advisors' net returns of −3% per year are similar to their clients' net returns. Advisors do not strategically hold expensive portfolios only to convince clients to do the same; they continue to do so after they leave the industry.

The Impact of Repossession Risk on Mortgage Default

Journal of Finance 2021 76(2), 623-650
ABSTRACT I study the effect of removing repossession risk on a mortgagor's decision to default. Reducing default costs may result in strategic default, particularly during crises when homeowners can be substantially underwater. I analyze difference‐in‐differences variation in repossession risk generated by an unexpected legal ruling in Ireland that prohibited collateral enforcement on delinquent residential mortgages originated before a particular date. I estimate that borrowers defaulted by 0.3 percentage points more each quarter after the ruling, a relative increase of approximately one‐half. High loan‐to‐value ratios and low liquidity are associated with a larger treatment effect, suggesting both equity and consumption‐based motivations.

A Unified Model of Firm Dynamics with Limited Commitment and Assortative Matching

Journal of Finance 2021 76(1), 317-356
ABSTRACT We develop a unified theory of dynamic contracting and assortative matching to explain firm dynamics. In our model, neither firms nor managers can commit to arrangements that yield lower payoffs than their outside options, which are microfounded by the equilibrium conditions in a matching market. The model endogenously generates power laws in firm size and CEO compensation, and explains differences in their right tails. We also show that our model quantitatively accounts for many salient features of the time‐series dynamics and the cross‐sectional distribution of firm investment, dividend payout, and CEO compensation.

Financial Fragility with SAM?

Journal of Finance 2021 76(2), 651-706 open access
ABSTRACT Shared appreciation mortgages (SAMs) feature mortgage payments that adjust with house prices. They are designed to stave off borrower default by providing payment relief when house prices fall. Some argue that SAMs may help prevent the next foreclosure crisis. However, home owners' gains from payment relief are mortgage lenders' losses. A general equilibrium model in which financial intermediaries channel savings from saver to borrower households shows that indexation of mortgage payments to aggregate house prices increases financial fragility, reduces risk‐sharing, and leads to expensive financial sector bailouts. In contrast, indexation to local house prices reduces financial fragility and improves risk‐sharing.

Asset Pricing and Sports Betting

Journal of Finance 2021 76(6), 3153-3209
ABSTRACT Sports betting markets offer a novel laboratory to test theories of cross‐sectional asset pricing anomalies. Two features of this market—no systematic risk and terminal values exogenous to betting activity—evade the joint hypothesis problem, allowing mispricing to be detected. Examining a large and diverse set of liquid betting contracts, I find strong evidence of momentum, consistent with delayed overreaction and inconsistent with underreaction and rational pricing. Returns are a fraction of those in financial markets and fail to overcome transactions costs, preventing arbitrage from eliminating them. An insight from betting also predicts value and momentum returns in U.S. equities.

Subjective Cash Flow and Discount Rate Expectations

Journal of Finance 2021 76(3), 1339-1387
ABSTRACT Why do stock prices vary? Using survey forecasts, we find that cash flow growth expectations explain most movements in the S&P 500 price‐dividend and price‐earnings ratios, accounting for at least 93% and 63% of their variation. These expectations comove strongly with price ratios, even when price ratios do not predict future cash flow growth. In comparison, return expectations have low volatility and small comovement with price ratios. Short‐term, rather than long‐term, expectations account for most price ratio variation. We propose an asset pricing model with beliefs about earnings growth reversal that accurately replicates these cash flow growth expectations and dynamics.

A Dynamic Model of Optimal Creditor Dispersion

Journal of Finance 2021 76(1), 267-316 open access
ABSTRACT Borrowing from multiple creditors exposes firms to rollover risk due to coordination problems among creditors, but it also improves firms' repayment incentives, thereby increasing pledgeability. Based on this trade‐off, I develop a dynamic debt rollover model to analyze the evolution of creditor dispersion. Consistent with empirical evidence, I find that firms optimally increase creditor dispersion after poor performance. In contrast, cross‐sectionally higher‐growth firms can support more dispersed creditors. Frequent debt renegotiation limits firms' ability to increase pledgeability by having more creditors. Finally, holding a cash balance while borrowing from multiple creditors improves firms' repayment incentives uniformly across all future states.