Asset liquidity and venture capital investment

We examine the relationship between asset market liquidity and venture capital (VC) investment and find that it is inverted U-shaped. Asset liquidity and VC investment are positively related for low levels of asset liquidity but negatively related for higher levels of asset liquidity. We also document evidence that VC firms with more industry experience invest more in a liquid asset market than those without industry experience or with significant experience in other industries. Portfolio companies obtained their first investment in a liquid asset market are less likely to exit successfully; however, given a successful exit, they prefer to exit through mergers and acquisitions rather than going public.     

Credit lines as monitored liquidity insurance: Theory and evidence

We propose a theory of credit lines provided by banks to firms as a form of monitored liquidity insurance. Bank monitoring and resulting revocations help control illiquidity-seeking behavior of firms insured by credit lines. The cost of credit lines is thus greater for firms with high liquidity risk, which in turn are likely to use cash instead of credit lines. We test this implication for corporate liquidity management by identifying exogenous shocks to liquidity risk of firms in corporate bond and equity markets. Firms experiencing increases in liquidity risk move out of credit lines and into cash holdings.     

Labor Unions and Forms of Corporate Liquidity

We examine how the presence of labor unions affects a firm's choice of corporate liquidity between bank lines of credit and corporate cash holdings. We find that firms in industries with higher unionization rates hold a higher fraction of corporate liquidity in the form of bank lines of credit. We divide the firms into sub‐groups and find that this positive relationship holds for firms that are not in a state with right‐to‐work legislation and for firms that are financially constrained. Our findings are consistent with the hypothesis that a firm chooses the forms of corporate liquidity to take advantage of the bargaining benefits associated with bank lines of credit.     

Information Asymmetry and Corporate Liquidity Management: Evidence from Real Estate Investment Trusts

We examine the impact of information asymmetry on a firm??s choice between cash and credit lines for corporate liquidity management using a panel data set from real estate investment trusts (REITs). Information asymmetry, as measured by analyst forecast error and dispersion, is negatively related to the use of lines of credit. Specifically, firms with more severe information asymmetry are less likely to have access to bank credit lines. Concurrently, more transparent firms are more likely to utilize bank credit lines as opposed to cash for liquidity management. The results are robust to alternative information asymmetry proxies and specifications. These findings suggest that information asymmetry plays an important role in corporate liquidity management.     

What drives corporate liquidity? An international survey of cash holdings and lines of credit

We survey chief financial officers from 29 countries to examine whether and why firms use lines of credit versus non-operational (excess) cash for their corporate liquidity. We find that these two liquidity sources are employed to hedge against different risks. Non-operational cash guards against future cash flow shocks in bad times, while credit lines give firms the option to exploit future business opportunities available in good times. Lines of credit are the dominant source of liquidity for companies around the world, comprising about 15% of assets, while less than half of the cash held by companies is held for non-operational purposes, comprising about 2% of assets. Across countries, firms make greater use of lines of credit when external credit markets are poorly developed.     

Aggregate Risk and the Choice between Cash and Lines of Credit

Banks can create liquidity for firms by pooling their idiosyncratic risks. As a result, bank lines of credit to firms with greater aggregate risk should be costlier and such firms opt for cash in spite of the incurred liquidity premium. We find empirical support for this novel theoretical insight. Firms with higher beta have a higher ratio of cash to credit lines and face greater costs on their lines. In times of heightened aggregate volatility, banks exposed to undrawn credit lines become riskier; bank credit lines feature fewer initiations, higher spreads, and shorter maturity; and, firms’ cash reserves rise.     

Tenant Quality and REIT Liquidity Management

Property values depend upon quality tenants and consistency (Smith: The RMA Journal 50-60, 2009). REIT firms are only as strong as their properties. In this research I examine how tenant quality affects REIT firm liquidity management (i.e. cash holdings and utilization of line of credit). I find that 1) tenant Altman Z-score and size are inversely related to total liquidity (cash plus unused credit line) and unused credit lines of REIT firms; 2) tenant size is inversely related to the total corporate liquidity and unused credit lines of REIT firms, but has no affect on REIT cash holdings; 3) tenant credit ratings are negatively related to total credit available and unused credit lines; 4) tenant book-to-market ratio and tenant profitability are negatively related to REIT cash holdings, but positively correlated to the total available credit lines and unused credit lines of REIT firms; 5) these effects vary across different property types. These results suggest that the analysis of tenant quality can offer insights into the firm policy and decision makings of REIT firms.     

Funding Liquidity without Banks: Evidence from a Shock to the Cost of Very Short‐Term Debt

In 2011, Colombia instituted a tax on repayment of bank loans, which increased the cost of short‐term bank credit more than long‐term credit. Firms responded by cutting short‐term loans for liquidity management purposes and increasing the use of cash and trade credit. In industries in which trade credit is more accessible (based on U.S. Compustat firms), we find substitution into accounts payable and little effect on cash and investment. Where trade credit is less available, firms increase cash and cut investment. Thus, trade credit provides an alternative source of liquidity that can insulate some firms from bank liquidity shocks.     

Asset redeployability and trade credit

We examine the relationship between asset redeployability and firms' use of trade credit. Using a large sample of US public firms, we document that firms with more redeployable assets use significantly less trade credit. Our cross-sectional analyses show that the negative relation between asset redeployability and trade credit is more salient for firms with more financing constraints, high levels of information asymmetry, and less corporate liquidity. These findings remain robust to alternative measures of asset redeployability, trade credit, and alternative regression specifications, and they are not driven by an endogeneity problem. Finally, we find that firms with fewer redeployable assets adjust trade credit to the target level relatively quickly when compared with firms having more redeployable assets. Overall, findings from this study provide robust evidence that asset redeployability has an important bearing on firms' short-term financing.     

Real asset liquidity,cash holdings,and the cost of corporate debt

We study the impact of the interplay between cash holdings and asset sales on the corporate debt spread. We allow cash holdings and asset sales to assist with both debt repayment and sequential investments. The interplay between cash holdings and asset sales leads to a convex relationship between credit spreads and the liquidity of the market for real assets. We use the 2008 financial crisis as a natural experiment and find that post-2008, the nonlinearity of the link between credit spreads and asset liquidity is pronounced, closely matching analytical predictions. This is especially acute for highly leveraged and low profitability firms.     

Banks' Liquidity and the Cost of Liquidity to Corporations

We consider the liquidity shock banks experienced following the collapse of the asset‐backed commercial paper (ABCP) market in the fall of 2007 to investigate whether banks' liquidity conditions affect their ability to provide liquidity to corporations. We find that banks that borrowed more from the Federal Home Loan Bank system or the Federal Reserve's discount window following that liquidity shock passed a larger portion of their borrowing costs onto corporations seeking access to liquidity when compared to the precrisis period. This increase is larger among banks with a bigger exposure to the ABCP market, credit lines that pose more liquidity risk to banks, and borrowers that are likely dependent on the credit‐line provider. Our findings show that the crisis that affected the banking system had a negative effect not only on the price of credit to corporations, but also on the price corporations pay to guarantee access to liquidity.     

Credit refinancing and corporate tax avoidance

This study examines the disciplining effects of credit markets on firms’ corporate tax avoidance strategies. We show that, during adverse credit market conditions, firms with refinancing needs prefer to limit the after-tax cash flow benefits of tax avoidance to regain access to traditionally risk-averse credit markets. Our results show that firms increase their cash effective tax rate by two percentage points when facing refinancing constraints, and this effect is more pronounced for firms with lower asset redeployability and higher default probability. However, corporate governance mechanisms mitigate the relationship between tax avoidance and credit refinancing. Moreover, we show that firms decrease their tax avoidance strategies while leaving their leverage and debt shield unchanged. Overall, our findings are consistent with the observation that credit markets put pressure on tax-avoiding firms and contribute to the policy debate on disciplining tax avoiders.     

Trade credit and the joint effects of supplier and customer financial characteristics

We examine how access to bank credit affects trade credit in the supplier–customer relationships of U.S. public firms. For identification, we use exogenous liquidity shocks to supplier firms in the form of staggered changes to interstate bank branching laws. Using a variety of tests, we show that supplier firms with greater access to banking liquidity offer more trade credit to their customers. We also show that when bank branching restrictions are relaxed in the supplier’s state, the supplier–customer relationship is more likely to survive.     

Does industry-wide distress affect defaulted firms? Evidence from creditor recoveries

Using data on defaulted firms in the United States over the period 1982–1999, we show that creditors of defaulted firms recover significantly lower amounts in present-value terms when the industry of defaulted firms is in distress. We investigate whether this is purely an economic-downturn effect or also a fire-sales effect along the lines of Shleifer and Vishny [1992. Liquidation values and debt capacity: a market equilibrium approach. Journal of Finance 47, 1343–1366]. We find the fire-sales effect to be also at work: Creditors recover less if the industry is in distress and non-defaulted firms in the industry are illiquid, particularly if the industry is characterized by assets that are specific, that is, not easily redeployable by other industries, and if the debt is collateralized by such specific assets. The interaction effect of industry-level distress and asset-specificity is strongest for senior unsecured creditors, is economically significant, and robust to contract-specific, firm-specific, macroeconomic, and bond-market supply effects. We also document that defaulted firms in distressed industries are more likely to emerge as restructured firms than to be acquired or liquidated, and spend longer time in bankruptcy.     

Firms as liquidity providers: Evidence from the 2007–2008 financial crisis

Using a supplier–client matched sample, we study the effect of the 2007–2008 financial crisis on between-firm liquidity provision. Consistent with a causal effect of a negative shock to bank credit, we find that firms with high precrisis liquidity levels increased the trade credit extended to other corporations and subsequently experienced better performance as compared with ex ante cash-poor firms. Trade credit taken by constrained firms increased during this period. These findings are consistent with firms providing liquidity insurance to their clients when bank credit is scarce and offer an important precautionary savings motive for accumulating cash reserves.     

Credit ratings and the choice of payment method in mergers and acquisitions

This paper establishes that credit ratings affect the choice of payment method in mergers and acquisitions. We find that bidders holding a high rating level are more likely to use cash financing in a takeover. We attribute this finding to lower financial constraints and enhanced capability of highly rated firms to access public debt markets as implied by their higher credit quality. Our results are economically significant and robust to several firm- and deal-specific characteristics and are not sensitive to the method used to measure the likelihood of the payment choice or after controlling for potential endogeneity bias.     

Board gender diversity and acquisition choices

We investigate the influence of gender diversity on the acquisition choices of bidding firms and find that firms with greater gender diversity are more likely to acquire nonlisted targets, use cash as the method of payment, and purchase firms in similar industries. Results show that these preferences are significantly influenced by female directors' financial expertise, target industry experience, mergers and acquisitions (M&A) experience, academic and professional qualifications, and networks. The percentage of female directors on boards is positively correlated with the market response to the announcement of acquisition choices preferred by female directors. Furthermore, bidders improve efficiency and accumulate long-term value gains through the contributions made by their female directors to these acquisition choices.     

杠杆率变动、固定资产投资与研发活动——兼论金融赋能高质量发展

本文通过构建一个包含企业固定资产投资与研发投资的理论模型,分析得出企业杠杆率变动与投资行为的非线性关系。实证结果表明,低杠杆下,杠杆率的增大会使企业增加固定资产和研发投资的规模。对于财务柔性更强、发展前景更好的企业,杠杆率的提升能够增大此类企业的研发投入占比,即企业开展更多能够提升技术水平的研发活动。进一步研究发现,短期杠杆与商业信用杠杆的提升有助于财务柔性较好的企业提高研发投资占比,而对于发展前景不佳的僵尸企业,长期杠杆和银行杠杆的提升反而会使其扩大固定资产投资,加剧产能过剩问题。本文的政策含义在于,要在保持宏观杠杆率基本稳定的前提下,引导金融资源更多投入到创新型经济上,给予优质及前景较好的企业一定杠杆率调整空间和自由度,使其能够更好地利用社会资金,激励其开展研发活动,促进金融更好地服务实体经济,赋能高质量发展。     

Winners or Losers? The Effects of Banking Consolidation on Corporate Borrowers

We estimate the impact of bank mergers and acquisitions (M&As) on outstanding credit, credit lines, and the sensitivity of investment to cash flow using a large sample of Italian corporate borrowers. We distinguish between firms that experienced relationship termination as a consequence of bank M&As and those that did not. Our findings are consistent with bank M&As having an adverse effect on credit, particularly when the M&A is followed by relationship termination. The effect persists 3 years and then is absorbed, suggesting that firms are able to compensate for the negative shock.     

Market Value of REIT Liquidity

We examine the relation between firm value and liquidity among REITs. Results show shareholders benefit from both cash and unused credit line capacity. The market values an additional dollar of cash at a premium and, as theory predicts, unused credit lines are significantly less valued than cash. Evidence suggests an increase in the market value of liquidity during the recent financial crisis. We also find that financial characteristics quantifying financial constraint influence the value of REIT financial flexibility. Most notably, the value of cash decreases with remaining credit line capacity. Although prior studies argue that cash and credit lines are substitutes, this is one of the first tests of whether the market prices this substitutability.