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Portfolios for Long-Term Investors

Review of Finance 2022 26(1), 1-42 open access
How should long-term investors form portfolios in our time-varying, multi-factor and friction-filled world? Two conceptual frameworks may help: first, look directly at the stream of payments that a portfolio and payout policy can produce. Second, include a general equilibrium view of the markets’ economic purpose, and the nature of investors’ different preferences, risk-taking ability, and function in that equilibrium. These perspectives can rationalize some of investors’ behaviors, suggest substantial revisions to standard portfolio theory, and help us to apply portfolio theory in a way that is useful in practice.

Comparing Past and Present Inflation

Review of Finance 2022 26(5), 1073-1100 open access
There have been important methodological changes in the Consumer Price Index (CPI) over time. These distort comparisons of inflation from different periods, which have become more prevalent as inflation has risen to 40-year highs. To better contextualize the current run-up in inflation, this article constructs new historical series for CPI headline and core inflation that are more consistent with current practices and expenditure shares for the post-war period. Using these series, we find that current inflation levels are much closer to past inflation peaks than the official series would suggest. In particular, the rate of core CPI disinflation caused by Volcker-era policies is significantly lower when measured using today’s treatment of housing: only 5 percentage points of decline instead of 11 percentage points in the official CPI statistics.

The Coming Rise in Residential Inflation

Review of Finance 2022 26(5), 1051-1072 open access
We study how the recent run-up in housing and rental prices affects the outlook for inflation in the USA. Housing held down the overall inflation in 2021. Despite record growth in private market-based measures of home prices and rents, the government-measured residential services inflation was only 4% for the 12 months ending in January 2022. After explaining the mechanical cause for this divergence, we estimate that, if past relationships hold, the residential inflation components of the Consumer Price Index (CPI) and Personal Consumption Expenditure (PCE) are likely to move close to 7% during 2022. These findings imply that housing will make a significant contribution to overall inflation in 2022, ranging from one percentage point for headline PCE, to 2.6 percentage points for core CPI. We expect residential inflation to remain elevated in 2023.

The unintended benefit of the risk factor mandate of 2005

Review of Accounting Studies 2022 27(4), 1319-1355 open access
In 2005, the SEC mandated that firms disclose risk factors to provide useful information about firm risk. An unintended effect of the mandate is that mandatory risk factor (RF) disclosure may constitute “meaningful cautionary language” as defined in the Private Securities Litigation Reform Act, and may therefore provide legal protection for forward-looking statements (FLSs). Using both a difference-in-differences design and a two-stage least squares approach, we find that, following the mandate, firms that had not previously disclosed risk factors (late RF disclosers) became more willing to provide qualitative FLSs, particularly positive ones, than other firms. This finding is consistent with our prediction that, for late RF disclosers, the mandate reduces managers’ perceived litigation risk. We also find that these firms experience improvement in their information environment. A path analysis reveals that the mandate improves firms’ information environment not only directly but also indirectly by prompting more disclosure of positive FLSs, illustrating an unintended benefit of the 2005 RF mandate. Cross-sectional tests show that the RF mandate induces a larger increase in positive FLSs for firms whose managers perceive a higher level of benefit from safe harbor protection arising from meaningful cautionary statements.

Cross-industry information sharing among colleagues and analyst research

Journal of Accounting and Economics 2022 74(1), 101496 open access
We identify a specific organizational resource in brokerage houses—information sharing among analyst colleagues who cover economically related industries along a supply chain. After controlling for brokerage selection effects, we show evidence consistent with the benefit of this resource to analyst research performance. Specifically, we find that analysts whose colleagues cover more economically connected industries have better research performance, especially when their colleagues produce higher-quality research. We further show that colleagues' coverage of downstream (upstream) industries is positively related to the accuracy of only analysts’ revenue (expense) forecasts and that analysts and their highly connected colleagues tend to issue earnings forecast revisions contemporaneously. Last, we find that analysts with economically connected colleagues tend to have a higher level of industry specialization. Overall, our findings suggest that analysts rely on organizational resources to produce high-quality research. Hence, a portion of their performance and reputation is not transferable across employers.

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.

Deposit insurance and credit union lending

Journal of Financial Stability 2022 60, 101003 open access
We exploit an exogenous change in the coverage of insured deposits following the passage of the Emergency Economic Stabilization Act (2008) to investigate the impact of deposit insurance on the volume, composition and quality of credit union lending. Using a difference-in-difference approach, we find changes in the volume, composition and riskiness of credit union lending. Specifically, we find that affected credit unions increase total and unsecured lending, leading to a decline in loan quality. Overall, our results suggest that an increase in the maximum coverage of insured deposits induces credit unions to lend more at the expense of loan quality.

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.

The Long‐Term Consequences of Short‐Term Incentives

Journal of Accounting Research 2022 60(3), 1007-1046 open access
This paper studies the long‐term consequences of actions induced by vesting equity, a measure of short‐term incentives. Vesting equity is positively associated with the probability of a firm repurchasing shares, the amount of shares repurchased, and the probability of the firm announcing a merger and acquisition (M&A). However, it is also associated with more negative long‐term returns over two to three years following repurchases and four years following M&A, as well as future M&A goodwill impairment. These results are inconsistent with CEOs buying underpriced stock or companies to maximize long‐run shareholder value, but consistent with these actions being used to boost the short‐term stock price and thus equity sale proceeds. CEOs sell their own stock shortly after using company money to buy the firm's stock, also inconsistent with repurchases being motivated by undervaluation.

Language and Management Forecasts Around the World*

Contemporary Accounting Research 2022 39(1), 50-86 open access
Speakers of weak future‐time reference (FTR) languages perceive the future as closer and more imminent. In this study, we examine the important question of whether the FTR properties of languages spoken by investors affect their demand for forward‐looking information, thereby influencing corporate management forecast practices in different countries. We predict that investors who speak weak‐FTR languages are more concerned about the future prospects of their investments and the ability of company management to respond to future changes, leading to a greater demand for management forecasts from these companies. We find that firms in weak‐FTR language countries exhibit a greater propensity for and frequency of issuing management forecasts and that they also issue more long‐horizon forecasts, compared to those in strong‐FTR language countries. Our results hold after controlling for other country‐level cultural factors. Within the same countries, firms with more foreign institutional ownership from weak‐FTR countries issue more (long‐horizon) management forecasts than their counterparts. Finally, firms from strong‐FTR countries significantly increase their issuance of (long‐horizon) management forecasts, after cross‐listing their stocks in Germany, a weak‐FTR country. This is the first study to examine language FTR as an antecedent to voluntary disclosures. We document a linguistic trait as a novel investor environment factor that shapes corporate voluntary disclosures and explains the cross‐country variations in management forecast practices.