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Financial risks, monetary policy in the QE era, and regulation

Journal of Financial Stability 2022 63, 101051
At the beginning of the present century, the literature on financial integration focused on the benefits of increased integration. In particular, the literature emphasized that a well-integrated financial system allows economic agents to engage in risk sharing while enhancing the smooth transmission of monetary policy. However, the international financial crisis of 2007-08 and the euro area sovereign debt crisis of 2009-15, brought to the fore the flip side of increased financial integration – namely, that higher financial integration among national jurisdictions creates the potential for destabilizing cross-country spillovers of capital flows. The papers in this Special Issue address financial system vulnerabilities in the aftermath of the 2007-08 financial crisis and the 2009-15 euro area crisis. In particular, the papers assess (1) vulnerabilities arising from such factors as the liberalization of financial systems, cross-country contagion, and climate change, and (2) policy responses, including macroprudential supervision and quantitative easing, to financial instabilities.

Causal Inference Under Approximate Neighborhood Interference

Econometrica 2022 90(1), 267-293
This paper studies causal inference in randomized experiments under network interference. Commonly used models of interference posit that treatments assigned to alters beyond a certain network distance from the ego have no effect on the ego's response. However, this assumption is violated in common models of social interactions. We propose a substantially weaker model of “approximate neighborhood interference” (ANI) under which treatments assigned to alters further from the ego have a smaller, but potentially nonzero, effect on the ego's response. We formally verify that ANI holds for well‐known models of social interactions. Under ANI, restrictions on the network topology, and asymptotics under which the network size increases, we prove that standard inverse‐probability weighting estimators consistently estimate useful exposure effects and are approximately normal. For inference, we consider a network HAC variance estimator. Under a finite population model, we show that the estimator is biased but that the bias can be interpreted as the variance of unit‐level exposure effects. This generalizes Neyman's well‐known result on conservative variance estimation to settings with interference.

Does tax enforcement deter managers' self-dealing?

Journal of Accounting and Economics 2022 74(1), 101512
This study examines the effect of corporate tax enforcement on managerial self-dealing, with a focus on manipulated gifts of insider stock. Prior work suggests that managers employ a variety of manipulative techniques to maximize their personal tax benefits from donating corporate stock, such as strategically timing gifts based on private information and fraudulently backdating gifts to the date with the highest price. Building on prior literature suggesting that the tax authority can discipline managerial misconduct, we hypothesize that IRS scrutiny from a corporate tax audit raises managers' perceived risk of detection, who refrain from making manipulated stock gifts while the firm is under audit. Using a novel, firm-specific measure to identify firms under audit, we find direct evidence that heightened scrutiny from tax enforcement serves as an effective monitoring mechanism and reduces managers' self-dealing behavior.

Do founding families downgrade corporate governance? The roles of intra-family enforcement

Journal of Corporate Finance 2022 73, 102190
We examine whether adding more founding family members as firm owners and/or managers matters to corporate governance outcomes. Based on a sample of 1242 founder-controlled publicly traded Chinese private-sector firms, we find that more such family involvement is associated with lower volumes of related party transactions suspicious of expropriating shareholder wealth. The curtailing relation is stronger when family members own firm shares and/or serve as managers, and are more arm's-length relatives instead of immediate kin of the founders. The intra-family governance effects are stronger when firms are subject to weaker capital market disciplines or have more free cash under insider discretion. The overall evidence is consistent with founding family members' information advantages and ownership incentives making them more robust monitors of managerial decisions than other formal mechanisms, which help enforce shareholder rights in emerging markets.

U.S. banks’ IPOs and political money contributions

Journal of Financial Stability 2022 63, 101058
This study analyses the effect of political money contributions on U.S. banks’ IPOs. We employ unbalanced panel data of 367 U.S. banks’ IPOs for the period January 1998 to December 2019. Our findings reveal that investors perceive Political Money Contributions (PMC) by U.S. banks as a proxy for political reach and connectedness. We document an inverse relationship between total PMC and the level of underpricing, which implies that both lobbying and PAC expenditure pay off on issue day as donors incur less underpricing. Initial returns decrease with PAC contributions to House of Representatives candidates, whereas the returns relate to the partisan identity of the candidates receiving PAC contributions. We document that those individual contributions by directors bring significant benefits to the IPO banks. Finally, we show that the political contributions of board members, particularly those of CEOs and founders, are associated with better returns in the long term.

Competitive Externalities of Tax Cuts

Journal of Accounting Research 2022 60(1), 201-259
ABSTRACT We examine how tax cuts that benefit some firms are related to the economic performance of their direct competitors. Consistent with tax cuts decreasing the cost of initiating competitive strategies, we find that a decrease in the tax burden for only a specific group of firms in the U.S. economy (i.e., “rivals”) has a negative economic effect on the performance of its direct competitors not directly exposed to the same tax cut (i.e., “competitors”). This negative externality is stronger when the relatively higher taxed competitors (1) are financially constrained, (2) operate in more competitive markets, (3) have similar products to their lower taxed rivals, (4) face rivals that retain more of their cash tax savings due to lower dividends and share repurchases, and (5) face lower taxed, but financially constrained, rivals. We also find that shareholders and lenders price the negative externality manifested in these competitors’ economic performance.

Surety bonds and moral hazard in banking

Journal of Financial Stability 2022 62, 101069 open access
We examine a policy in which owners of banks provide funds in the form of a surety bond in addition to equity capital. This policy would require banks to provide the regulator with funds that could be invested in marketable securities. Investors in the bank receive the income from the surety bond as long as the bank is in business. The capital value could be used by bank regulators to pay off the banks’ liabilities in case of bank failure. After paying depositors, investors would receive the remaining funds, if any. Analytically, this instrument is a way of creating charter value but, as opposed to Keeley (1990) and Hellman, Murdock and Stiglitz (2000), restrictions on competition are not necessary to generate positive rents. We demonstrate that capital requirements alone cannot prevent the moral hazard problem arising from deposit insurance.

Priority Design in Centralized Matching Markets

Review of Economic Studies 2022 89(3), 1245-1277
Abstract In many centralized matching markets, agents’ property rights over objects are derived from a coarse transformation of an underlying score. Prominent examples include the distance-based system employed by Boston Public Schools, where students who lived within a certain radius of each school were prioritized over all others, and the income-based system used in New York public housing allocation, where eligibility is determined by a sharp income cutoff. Motivated by this, we study how to optimally coarsen an underlying score. Our main result is that, for any continuous objective function and under stable matching mechanisms, the optimal design can be attained by splitting agents into at most three indifference classes for each object. We provide insights into this design problem in three applications: distance-based scores in Boston Public Schools, test-based scores for Chicago exam schools, and income-based scores in New York public housing allocation.

Affirmative Action and Human Capital Investment: Evidence from a Randomized Field Experiment

Journal of Labor Economics 2022 40(1), 157-185 open access
Pre-College human capital investment occurs within a competitive environment and depends on market incentives created by Affirmative Action (AA) in college admissions. These policies affect mechanisms for rank-order allocation of college seats, and alter the relative competition between blacks and whites. We present a theory of AA in university admissions, showing how the effects of AA on human capital investment differ by student ability and demographic group. We then conduct a field experiment designed to mimic important aspects of competitive investment prior to the college market. We pay students based on relative performance on a mathematics exam in order to test the incentive effects of AA, and track study efforts on an online mathematics website. Consistent with theory, AA increases average human capital investment and exam performance for the majority of disadvantaged students targeted by the policy, by mitigating so-called "discouragement effects." The experimental evidence suggests that AA can promote greater equality of market outcomes and narrow achievement gaps at the same time.

Uncertainty in the Hot Hand Fallacy: Detecting Streaky Alternatives to Random Bernoulli Sequences

Review of Economic Studies 2022 89(2), 976-1007 open access
Abstract We study a class of permutation tests of the randomness of a collection of Bernoulli sequences and their application to analyses of the human tendency to perceive streaks of consecutive successes as overly representative of positive dependence—the hot hand fallacy. In particular, we study permutation tests of the null hypothesis of randomness (i.e. that trials are i.i.d.) based on test statistics that compare the proportion of successes that directly follow k consecutive successes with either the overall proportion of successes or the proportion of successes that directly follow k consecutive failures. We characterize the asymptotic distributions of these test statistics and their permutation distributions under randomness, under a set of general stationary processes, and under a class of Markov chain alternatives, which allow us to derive their local asymptotic power. The results are applied to evaluate the empirical support for the hot hand fallacy provided by four controlled basketball shooting experiments. We establish that substantially larger data sets are required to derive an informative measurement of the deviation from randomness in basketball shooting. In one experiment, for which we were able to obtain data, multiple testing procedures reveal that one shooter exhibits a shooting pattern significantly inconsistent with randomness—supplying strong evidence that basketball shooting is not random for all shooters all of the time. However, we find that the evidence against randomness in this experiment is limited to this shooter. Our results provide a mathematical and statistical foundation for the design and validation of experiments that directly compare deviations from randomness with human beliefs about deviations from randomness and thereby constitute a direct test of the hot hand fallacy.