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The impact of the coronavirus crisis on the market price of risk

Journal of Financial Stability 2021 53, 100840 open access
We study an equilibrium risk and return model to explore the effects of the coronavirus crisis and associated skewness on the market price of risk. We derive the moment and equilibrium equations, specifying skewness price of risk as an additive component of the effect of variance on mean expected return. We estimate our model using the flexible skewed generalized error distribution, for which we derive the distribution of returns and the likelihood function. Using S&P 500 Index returns from January 1980 to mid-October 2020, our results show that the coronavirus crisis generated a deeply negative reaction in the skewness and total market price of risk, more negative even than the subprime and the October 1987 crises.

Teacher Peer Observation and Student Test Scores: Evidence from a Field Experiment in English Secondary Schools

Journal of Labor Economics 2021 39(4), 1155-1186 open access
This paper reports on a field experiment in 82 high schools trialing a low-cost intervention in schools’ operations: teachers working in the same school observed and scored each other’s teaching. Students in treatment schools scored 0.07 student standard deviations higher on math and English exams. Teachers were further randomly assigned to roles—observer and observee—and students of both types benefited, observers’ students perhaps more so. Doubling the number of observations produced no difference in student outcomes. Treatment effects were larger for otherwise low-performing teachers.

The role of financial conditions in portfolio choices: The case of insurers

Journal of Financial Economics 2021 142(2), 803-830 open access
Many institutional investors depend on the returns they generate to fund their operations and liabilities. How do these investors’ financial conditions affect the management of their portfolios? We address this issue using the insurance industry because insurers are large investors for which detailed portfolio data are available, and can face financial shocks from exogenous weather events which help us establish causality. Among corporate bonds, for which we can control for regulatory treatment, results suggest that when Property & Casualty (P&C) insurers become more constrained due to operating losses, they shift towards safer bonds. The effect of losses on allocations is likely to be causal because it holds when instrumenting for losses with weather shocks. The change in allocations following losses is larger for smaller or worse-rated insurers and during the financial crisis, suggesting that the shift toward safer securities is driven by concerns about financial flexibility. The results highlight the importance of financial conditions in institutional investors’ portfolio decisions.

The Environmental Bias of Trade Policy*

Quarterly Journal of Economics 2021 136(2), 831-886 open access
This article describes a new fact, then analyzes its causes and consequences: in most countries, import tariffs and nontariff barriers are substantially lower on dirty than on clean industries, where an industry’s “dirtiness” is defined as its carbon dioxide (CO2) emissions per dollar of output. This difference in trade policy creates a global implicit subsidy to CO2 emissions in internationally traded goods and contributes to climate change. This global implicit subsidy to CO2 emissions totals several hundred billion dollars annually. The greater protection of downstream industries, which are relatively clean, substantially accounts for this pattern. The downstream pattern can be explained by theories where industries lobby for low tariffs on their inputs but final consumers are poorly organized. A quantitative general equilibrium model suggests that if countries applied similar trade policies to clean and dirty goods, global CO2 emissions would decrease and global real income would change little.

Investors' Perceptions of Activism via Voting: Evidence from Contentious Shareholder Meetings*

Contemporary Accounting Research 2021 38(4), 2758-2794 open access
Motivated by the increasing influence of shareholder votes on corporate policies, we examine investors' perceptions of activism via voting. To identify instances of activism via voting, we focus on annual meetings with at least one ballot item where a substantial fraction of shareholders is expected to vote against management's voting recommendation, indicating an increase in their monitoring activity. We define such meetings as “contentious.” Using a sample of almost 28,000 meetings between 2003 and 2012, we examine stock returns over the period between the proxy filing and the annual meeting. This period captures when investors learn about the contentious nature of the upcoming meeting and form expectations about its likely impact on firms' policies. We find that abnormal stock returns prior to contentious meetings are significantly positive and higher than those prior to noncontentious meetings. These higher abnormal returns increase with the contentiousness of the meeting; are more pronounced in firms with poor past performance, which are more likely to respond to shareholder pressure; and persist after controlling for firm‐specific news and proxies for risk factors. Our results are consistent with investors' expecting activism via voting to have a positive impact on firm value, on average, and cast doubts on regulatory attempts to restrict the use of shareholder votes.

Foreign Influence and Domestic Policy

Journal of Economic Literature 2021 59(2), 426-487 open access
In an interconnected world, economic and political interests inevitably reach beyond national borders. Since policy choices generate external economic and political costs, foreign state and non-state actors have an interest in influencing policy actions in other sovereign countries to their advantage. Foreign influence is a strategic choice aimed at internalizing these externalities and takes three principal forms: (i) voluntary agreements, (ii) policy interventions based on rewarding or sanctioning the target country to obtain a specific change in policy, and (iii) institution interventions aimed at influencing the political institutions in the target country. We propose a unifying theoretical framework to study when foreign influence is chosen and in which form, and use it to organize and evaluate the new political economics literature on foreign influence along with work in cognate disciplines

Liquidity regulation and bank lending

Journal of Corporate Finance 2021 69, 101997 open access
Bank liquidity shortages during the global financial crisis of 2007–2009 led to the introduction of liquidity regulations, the impact of which has attracted the attention of academics and policymakers. In this paper, we investigate the impact of liquidity regulation on bank lending. As a setting, we use the Netherlands, where a Liquidity Balance Rule (LBR) was introduced in 2003. The LBR was imposed on Dutch banks only and did not apply to other banks operating elsewhere within the Eurozone. Using this differential regulatory treatment to overcome identification concerns and a difference-in-differences approach, we find that the LBR increased the volume of lending by Dutch banks relative to other banks located in the Eurozone. Increased equity, an inflow of retail deposits and subsequent increase in balance sheet size allowed Dutch banks to increase lending despite having to meet the LBR requirements. The LBR also affected the loan composition of Dutch banks (with corporate and retail lending increasing more than mortgage lending) and the maturity profile of loan portfolios. Our results have relevance for policymakers tasked with monitoring the impact of liquidity regulations on banks and the real economy.

COVID-19 and Its Impact on Financial Markets and the Real Economy

Review of Financial Studies 2021 34(11), 5135-5148 open access
The COVID-19 pandemic severely disrupted financial markets and the real economy worldwide. These extraordinary events prompted large monetary and fiscal policy interventions. Recognizing the unusual nature of the shock, the academic community has produced an impressive amount of research during the last year. Macro-finance models have been extended to analyze the impact of epidemics. Empirical papers study the origins and consequences of the disruptions and the impact of policy interventions. New research evaluates the ongoing financial fragility and its relation to previous episodes and regulations. This special issue contains early contributions to this important and rapidly developing literature.1

Are Sufficient Statistics Necessary? Nonparametric Measurement of Deadweight Loss from Unemployment Insurance

Journal of Labor Economics 2021 39(S2), S455-S506 open access
Central to the welfare analysis of income transfer programs is the deadweight loss associated with possible reforms. To aid analytical tractability, its measurement typically requires specifying a simplified model of behavior. We employ a complementary “decomposition” approach that compares the behavioral and mechanical components of a policy’s total impact on the government budget to study the deadweight loss of two unemployment insurance policies. Experimental and quasi-experimental estimates using state administrative data show that increasing the weekly benefit is more efficient (with a fiscal externality of 53 cents per dollar of mechanical transferred income) than reducing the program’s implicit earnings tax.

Inspecting the mechanism of quantitative easing in the euro area

Journal of Financial Economics 2021 140(1), 1-20 open access
Using security-level holdings for all euro-area investors, we study portfolio rebalancing during the quantitative easing program from March 2015 to December 2017. Foreign investors outside the euro area accommodated most of the Eurosystem’s purchases. Duration, government credit, and corporate credit risk did not get concentrated in particular regions or investor sectors. We estimate a demand system for government bonds by instrumental variables to relate portfolio rebalancing to yield changes. Government bond yields decreased by 65 basis points on average, and this estimate varies from 38 to 83 basis points across countries.