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Board Gender Diversity and Corporate Innovation: International Evidence

Journal of Financial and Quantitative Analysis 2021 56(1), 123-154
Using a novel database of firm patents and board characteristics across 45 countries, we examine both within- and cross-country determinants of board gender diversity and its relation to corporate innovation. Boards are more likely to include women in countries with narrower gender gaps, higher female labor market participation, and less masculine cultures. Firms with gender diverse boards have more patents and novel patents, and a higher innovative efficiency. Further analyses suggest that gender diverse boards are associated with more failure-tolerant and long-term chief executive officer (CEO) incentives, more innovative corporate cultures, and more diverse inventors, characteristics that are conducive to an improved innovative performance.

Do Firms Purposefully Change Capital Structure? Evidence from an Investment-Opportunity Shock to Drug Firms

Journal of Financial and Quantitative Analysis 2021 56(3), 915-944
We study the capital structure changes of drug firms after an investment-opportunity shock brought about by the Biologics Price Competition and Innovation Act. Using a difference-in-difference approach, we show that the shock led drug firms to make their capital structures less constraining by decreasing leverage, shortening debt maturity, increasing unsecured debt, and reducing convertible debt. New debt covenants became less restrictive and firms raised equity to preserve borrowing capacity. Our results support the view that firms actively manage their capital structures to bolster financial flexibility and increase debt capacity in response to new investment opportunities.

Does Securitization Weaken Screening Incentives?

Journal of Financial and Quantitative Analysis 2021 56(8), 2934-2962
We test whether lenders’ screening incentives weaken when faced with the possibility of loan sales. We adopt a new measure of lending standards, the processing time for mortgage applications at the loan level, and use the collapse of the nonagency mortgage-backed securities issuance market as a natural experiment. Secondary market liquidity for nonconforming loans decreased significantly at the end of 2007, but the market for securitizing conforming loans did not experience the same breakdown. Following this event, lenders spent significantly more time screening applications for loans larger than the conforming loan limits than for those below the limits. The processing-time gap widened more for banks with lower capital, greater involvement in the originate-to-distribute model, and larger assets.

Board Reforms and Dividend Policy: International Evidence

Journal of Financial and Quantitative Analysis 2021 56(4), 1296-1320
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
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
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
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
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.

Governance Changes through Shareholder Initiatives: The Case of Proxy Access

Journal of Financial and Quantitative Analysis 2021 56(5), 1590-1621
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
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.