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Board Reforms and Dividend Policy: International Evidence

Journal of Financial and Quantitative Analysis 2021 56(4), 1296-1320
Abstract We study the impact of board reforms implemented in 40 countries worldwide on corporate dividend policy. Using a difference-in-differences analysis, we find that firms pay higher dividends following the reforms. The increase in dividend payouts is more pronounced for firms with weak board governance in the pre-reform period and those in countries with strong external governance mechanisms. Our findings corroborate the dividend outcome model, which postulates that board reforms strengthen the monitoring role of the board and empower outside shareholders to force management to disgorge dividends.

Safe-Asset Shortages: Evidence from the European Government Bond Lending Market

Journal of Financial and Quantitative Analysis 2021 56(8), 2689-2719
Abstract We identify the unique role of the government bond lending market in collateral transformation during periods of market stress. Using a novel database, we provide evidence that safe assets in the lending market have higher demand, higher borrowing cost, and higher usage of noncash collateral relative to nonsafe assets during stressed market conditions. Moreover, we find that market participants are able to obtain safe assets using relatively low-quality noncash collateral, allowing for collateral transformation. We show that policy interventions by central banks can help reduce safe-asset shortages by returning sought-after safe assets to the market.

Granularity of Corporate Debt

Journal of Financial and Quantitative Analysis 2021 56(4), 1127-1162
Abstract We study whether firms spread out debt-maturity dates, which we call granularity of corporate debt. In our model, firms that are unable to roll over expiring debt need to liquidate assets. If multiple small asset sales are less inefficient than a single large one, it can be optimal to diversify debt rollovers across time. Using a large sample of corporate bond issuers during the 1991–2012 period, we establish novel stylized facts and evidence consistent with our model’s predictions. There is substantial heterogeneity (i.e., firms have both concentrated and dispersed debt structures). Debt maturities are more dispersed for larger and more mature firms and for firms with better investment opportunities, higher leverage, and lower profitability. During the recent financial crisis, firms with valuable investment opportunities implemented more dispersed maturity structures. Finally, firms manage granularity actively and adjust toward target levels.

The Role of Corporate Culture in Bad Times: Evidence from the COVID-19 Pandemic

Journal of Financial and Quantitative Analysis 2021 56(7), 2545-2583
Abstract After fitting a topic model to 40,927 COVID-19–related paragraphs in 3,581 earnings calls over the period Jan. 22–Apr. 30, 2020, we obtain firm-level measures of exposure and response related to COVID-19 for 2,894 U.S. firms. We show that despite the large negative impact of COVID-19 on their operations, firms with a strong corporate culture outperform their peers without a strong culture. Moreover, these firms are more likely to support their community, embrace digital transformation, and develop new products than those peers. We conclude that corporate culture is an intangible asset designed to meet unforeseen contingencies as they arise.

Bank Geographic Diversification and Corporate Innovation: Evidence from the Lending Channel

Journal of Financial and Quantitative Analysis 2021 56(3), 1065-1096
Abstract By integrating staggered interstate banking deregulation into a gravity model following Goetz, Laeven, and Levine (2013), (2016), we construct a time-varying, bank-specific instrument for geographic diversification and investigate its causal effect on corporate innovation via the lending channel. We find that bank geographic diversification spurs corporate innovation and enhances the economic value of innovation. We identify relaxing debt covenants and alleviating borrowers’ financial constraints as the two underlying mechanisms explaining the documented effects. Moreover, by offering lenient covenants, geographically diversified banks provide greater financial and operational flexibility to borrowing firms, enabling them to engage in future mergers and acquisitions.

Publicizing Arbitrage

Journal of Financial and Quantitative Analysis 2021 56(3), 789-820 open access
Abstract How does greater public disclosure of arbitrage activity and informed trading affect price efficiency? To answer this, we exploit rule amendments in U.S. securities markets, which impose a higher frequency of public disclosure of short positions. Higher public disclosure can hurt the production of information and deteriorate efficiency, or it can be beneficial by mitigating the limits to arbitrage and diffusing arbitrageurs’ information faster. With more frequent disclosure, information encapsulated within short interest is incorporated into prices faster, improving price efficiency. We find important reductions in short sellers’ horizon risk and increases in short sales with the rule amendments.

Governance Changes through Shareholder Initiatives: The Case of Proxy Access

Journal of Financial and Quantitative Analysis 2021 56(5), 1590-1621
Abstract We study a regulatory change that led to over 300 shareholder proposals to instate proxy access and more than 250 firms adopting proxy access from 2012 to 2016. The firms expected to benefit most from proxy access have the most positive market reaction to receiving a proposal, but adoptions are not concentrated at these firms. We find that proposing and voting shareholders do not discriminate between firms that would or would not benefit and that management resists proxy access at the firms that stand to benefit most. This process results in the concentration of adoptions at large, already-well-governed firms.

Positive Externality of the American Jobs Creation Act of 2004

Journal of Financial and Quantitative Analysis 2021 56(2), 607-646
Abstract U.S. multinational enterprises repatriated over $300 billion under the 2004 tax holiday. The repatriated funds can improve debt financing environment of nonrepatriating firms, especially those that are financially constrained. We document that such an externality of the tax holiday increases debt financing and consequently investments for financially constrained nonrepatriating firms relative to less constrained nonrepatriating firms. Using private loan market data, we further confirm a link from repatriated funds to increased debt financing for financially constrained nonrepatriating firms. Overall, the 2004 tax holiday appears to have benefited the U.S. economy through its positive externality on the debt market.

Does Local Capital Supply Matter for Public Firms’ Capital Structures?

Journal of Financial and Quantitative Analysis 2021 56(5), 1809-1843
Abstract Publicly listed firms respond to capital supply conditions shaped by local investing preferences. Public firms headquartered in areas with higher proportions of senior citizens and women use more debt financing. These demographics are associated with conservative investing, leading to a higher and more stable local supply of debt capital. The demographics–leverage relation is more pronounced for firms that cannot easily tap public bond markets, which is the majority of public firms. Changes in firms’ financing activities around exogenous shocks to credit supplies, including interstate banking deregulation and the 2008–2009 financial crisis, support the local capital supply hypothesis.

FinTechs and the Market for Financial Analysis

Journal of Financial and Quantitative Analysis 2021 56(6), 1877-1907
Abstract Hundreds of equity market intelligence financial technology firms (FinTechs) have formed in the last decade. We assemble novel data to describe their capabilities, users, and consequences. Our data suggest that these FinTechs i) aggregate many data sources, including nontraditional ones (e.g., Twitter, blogs), and synthesize such data using artificial intelligence to make investment recommendations, and ii) change Internet users’ information discovery by serving as substitutes for traditional information providers. We evaluate some nontraditional data and find evidence suggesting that such data contain valuable information or “crowd wisdom” that links to informational efficiency. Overall, our findings are consistent with this innovation benefiting investors and markets.