Collateral pricing

We examine how collateral affects the cost of debt capital. Using a novel data set of secured debt issued by U.S. airlines, we construct industry-specific measures of collateral redeployability. We show that debt tranches that are secured by more redeployable collateral exhibit lower credit spreads, higher credit ratings, and higher loan-to-value ratios—an effect which our estimates show to be economically sizeable. Our results suggest that the ability to pledge collateral, and in particular redeployable collateral, lowers the cost of external financing and increases debt capacity.     

The unintended consequence of collateral-based financing: Evidence from corporate cost behavior

This paper examines how real estate appreciation correspondingly changes collateral value, which affects debt structure choices and consequent operating decisions. Specifically, we explore whether collateral-based financing provides a link between real estate values and corporate cost behavior. Our baseline results show that an appreciation of a firm’s real estate assets alleviates its cost stickiness. A further analysis shows that this influence is stronger for firms with less prior bank debt, less dependence on external financing, and a lower leverage ratio. We also observe that the impact of collateral shocks on cost stickiness is more pronounced when selling, general and administrative (SG&A) costs create less future value for mature firms and for firms with weaker external governance. Collectively, our results support the argument that an increase in bank debt arising from collateral value appreciation mitigates agency problems and thus lessens cost stickiness.     

Does Auditor Quality and Tenure Matter to Investors? Evidence from the Bond Market

We examine the relation between auditor characteristics (quality and tenure) and the cost of debt financing. Consistent with the hypothesis that audit characteristics are important to the capital markets, we find that (1) auditor quality and tenure are negatively and significantly related to the cost of debt financing, (2) the relation between auditor characteristics and the cost of debt is most pronounced in firms with debt that is noninvestment grade, and (3) both the insurance and information role of audits are economically significant to the cost of debt. Overall, our results suggest that, through their dual roles of providing information and insurance, auditor quality and tenure matter to capital market participants.     

Management quality and the cost of debt: Does management matter to lenders?

This paper investigates the effect of organizational capital, typified by various management practices within a firm, on the cost of external debt financing. Using a sample of medium-sized manufacturing firms in the US, we find that better management practices enhance a firm’s external financing capacity by lowering the firm’s cost of bank loans. We do not find any evidence that the lower loan cost of a high-quality-management firm is associated with more restrictive non-price contract terms such as greater collateral requirements and stricter covenants. These results suggest that banks explicitly take into account the risk arising from poor management practices when pricing and designing debt contracts.     

Can material asset reorganizations affect acquirers’’ debt financing costs?——Evidence from the Chinese Merger and Acquisition Market

In this paper, we investigate whether material asset reorganizations (MARs), a special form of merger and acquisition (M&A) transactions, can affect the acquirers’ cost of debt financing. Further, we examine the effect of acquiring firms’ accounting information quality on the cost of debt and on the association between MARs and debt costs. We predict that compared to conventional M&As, large-scale acquisitions through MARs can generate a much greater influx of assets from target firms. This raises the acquirers’ asset collateral and thus reduces the cost of debt. Because the quality of accounting information is a key factor affecting the cost of debt, we suggest that it has a spillover effect on the debt-cost effect of MARs. Using M&A transactions by listed companies in the Chinese A-share market from 2008 to 2014 as our sample, we find that MARs are associated with a higher asset collateral and lower ex post cost of debt than conventional M&As. Furthermore, we show that the acquiring firms’ accounting information quality has a significant negative effect on debt costs, and the negative association between MARs and the cost of debt is more pronounced when accounting information quality is higher.     

债务结构优化与企业创新——基于企业债券融资视角的研究

本文在我国保持宏观杠杆率基本稳定及实施创新驱动发展战略的现实背景下,从债券融资的视角,探讨债务结构优化对企业创新的影响。研究发现,债券融资与企业创新之间显著正相关,表明债券融资优化企业债务结构、提升企业创新能力的积极作用占据主导地位。进一步研究表明:(1)债券融资能够通过降低整体债务融资成本并延长整体债务期限促进企业创新;(2)债券融资对于银行贷款存在溢出效应,即企业通过债券融资,还能降低银行贷款利率、延长银行贷款期限,进而促进企业创新;(3)产品市场竞争和代理问题会在一定程度上削弱债券融资对企业创新的促进作用;(4)不同类型的债券对企业创新能力的作用存在异质性,债券发行的便利性是其影响企业创新的一个重要因素。     

The collateral channel: Evidence on leverage and asset tangibility

We examine how asset structure is related to leverage in different institutional environments, using tens of thousands of firm-level observations from small, privately held, emerging market firms that are likely to face financing constraints. Our empirical analysis indicates that the linkage between asset tangibility (fixed assets as a portion of total assets) and leverage (measured as long-term debt over total assets) varies, such that in countries with fewer restrictions on collateral (land transferability), the relationship between these variables is much tighter. This also applies to the linkage between tangibility and debt maturity structure (measured as long-term debt over total debt). We find no evidence that industry concentration in different countries or changing composition of firms over time is driving our findings. The results are robust to using firm-level fixed effects specifications, to clustering error terms at the country level, and to using an alternative proxy for collateral law regime.     

担保物权制度改革降低了企业债务融资成本吗?——来自中国《物权法》自然实验的经验证据

本文运用双重差分法考察以《物权法》出台为标志的担保物权制度改革是否降低了企业的债务成本。实证结果显示,《物权法》出台后,与固定资产占比较高的企业相比,固定资产占比较低企业的债务成本显著降低。进一步,与《物权法》出台通过扩大可抵押资产范围、加强债权人保护等渠道降低企业债务成本的经济直觉一致,三重差分检验结果表明,担保物权制度改革对企业债务成本的降低作用表现出丰富差异性:其一,与法律制度环境较好地区相比,《物权法》对企业债务成本的降低作用在法律制度环境较差地区相对更大;其二,与金融市场化程度较高地区相比,《物权法》对企业债务成本的降低作用在金融市场化程度较低地区相对更大;其三,与融资约束较弱企业相比,对于融资约束较强的企业而言,《物权法》对债务成本的降低作用相对更强。这些基于中国经济实践的经验证据识别并揭示出了担保物权制度改革促使企业债务成本下降的作用机理,从而对有效缓解企业融资难、融资贵等问题具有借鉴意义。     

Internal Capital Markets and Capital Structure: Bank Versus Internal Debt

We argue that domestic business groups are able to actively optimise the internal/external debt mix across their subsidiaries. Novel to the literature, we use bi‐level data (i.e. data from both individual subsidiary financial statements and consolidated group level financial statements) to model the bank and internal debt concentration of non‐financial Belgian private business group affiliates. As a benchmark, we construct a size and industry matched sample of non‐group affiliated (stand‐alone) companies. We find support for a pecking order of internal debt over bank debt at the subsidiary level which leads to a substantially lower bank debt concentration for group affiliates as compared to stand‐alone companies. The internal debt concentration of a subsidiary is mainly driven by the characteristics of the group's internal capital market. The larger its available resources, the more intra‐group debt is used while bank debt financing at the subsidiary level decreases. However, as the group's overall debt level mounts, groups increasingly locate bank borrowing in subsidiaries with low costs of external financing (i.e. large subsidiaries with important collateral assets) to limit moral hazard and dissipative costs. Overall, our results are consistent with the existence of a complex group wide optimisation process of financing costs.     

CAPITAL STRUCTURE MANAGEMENT AS A MOTIVATION FOR CALLING CONVERTIBLE DEBT

Using a matched-pairs methodology, we present empirical evidence of systematic changes within a corporation that are associated with calls of convertible debt. We find that calling firms experience significantly greater growth than noncalling firms in the same industry, as measured by retained earnings and long-term debt. Also, the converted debt provides a significant source of new book equity, and calling firms issue significantly less other new equity. The pattern of growth in balance sheet accounts is consistent with the pecking order hypothesis and supports the notion that some firms call convertible debt to reduce their total cost of obtaining additional external financing. The evidence also shows that, on average, calling firms experience a significant decline in their leverage ratio based on book value but no significant change in their leverage ratio based on market value of equity. This is consistent with the call's being used as part of the firm's management of its capital structure.     

Product market competition and the cost of bank loans: Evidence from state antitakeover laws

The extant literature documents a positive relationship between a firm’s takeover vulnerability and its agency cost of debt. Using state antitakeover laws as an exogenous measure of variation in takeover vulnerability, I investigate whether product market competition has a disciplinary effect that can lower a firm’s cost of bank loans. After taking into account the industry composition of borrowers, I find that banks charge higher spreads to borrowers that are vulnerable to takeovers, but only in concentrated industries. In the absence of disciplinary competitive pressure, the effect of takeover vulnerability on the cost of bank loans is mitigated for larger firms, firms followed by analysts, firms with existing credit ratings, non-family firms, and for borrowers with shorter maturity loans or loans with covenants and collateral in place. Taken together, the results suggest that the effect of governance on the cost of financing is not homogenous across all industries, and that concentrated industry firms may need to use supplementary governance mechanisms to mitigate debt holder agency problems.     

新型货币政策担保品框架的绿色效应

本文以2018年6月我国央行开始接受绿色信贷资产作为MLF合格担保品这一事件为准自然实验,运用双重差分模型分析我国新型货币政策的担保品扩容对绿色信贷企业融资的影响。研究结果表明:第一,将绿色信贷资产纳入央行合格担保品范围增加了绿色信贷企业的信贷可得性,并降低了绿色信贷企业的信贷成本;第二,企业的异质性分析表明,民营绿色信贷企业在融资可得性方面对政策反应更显著,国有绿色信贷企业在融资成本方面对政策反应更显著;第三,分行业的扩展性检验表明,央行合格担保品扩容政策对于环保行业的绿色信贷企业主要通过提高融资可得性发挥作用,而对于重污染行业的绿色信贷企业则主要作用于其信贷融资成本。基于以上实证结果,本文认为央行担保品扩容具有绿色效应,可综合运用央行担保品框架和借贷便利类货币政策工具,加强我国新型货币政策的定向调控功能。     

金融发展与企业债务融资

本文通过我国各地区金融发展的差距研究了金融发展对公司债务融资决策的影响,研究结果表明:①金融越发展,企业的短期债务比率越高;②金融发展有助于可抵押资产较少的企业获得债务融资;③金融发展有助于规模较小的企业获得债务融资和长期债务融资;④金融发展有助于那些依赖无形资产投资的企业获得债务融资和短期债务融资。这些研究结果不仅可以深化我们对金融发展如何影响公司融资决策的理解,而且可以使我们对金融发展促进经济增长的微观机理有更加深入的了解。     

Monitoring by Affiliated Bankers on Board of Directors: Evidence from Corporate Financing Outcomes

Using a hand‐collected data set on boards of directors of large US nonfinancial companies, this paper investigates the effects of the presence of a creditor on a company's board. The results suggest that the presence of a creditor: 1) increases the amount of debt in a company's capital structure via an increase in private debt, 2) decreases the sensitivity of debt financing to the amount of tangible assets that a company holds, 3) decreases the cost of borrowing, and 4) reduces the pledge of collateral and financial covenants in debt contracts.     

Firms' Off-Balance Sheet and Hybrid Debt Financing: Evidence from Their Book-Tax Reporting Differences

We match large U.S. corporations' tax returns during 1989–2001 to their financial statements to construct a firm‐level proxy of firms' use of off‐balance sheet and hybrid debt financing. We find that firms with less favorable prior‐period Standard & Poor's (S&P) bond ratings or higher leverage ratios in comparison to their industry report greater amounts of interest expense on their tax returns than to investors and creditors on their financial statements. These between‐firm results are consistent with credit‐constrained firms using more structured financing arrangements. Our within‐firm tests also suggest that firms use more structured financing arrangements when they enter into contractual loan agreements that provide incentives to manage debt ratings. Specifically, we find that after controlling for S&P bond rating and industry‐adjusted leverage, our sample firms report greater amounts of interest expenses for tax than for financial statement purposes when they enter into performance pricing contracts that use senior debt rating covenants to set interest rates. Furthermore, we find that the greatest book‐tax reporting changes occur when firms become closer to violating these debt rating covenants. These latter findings are consistent with firms' contractual debt covenants influencing their use of off‐balance sheet and hybrid debt financing.     

企业长期投资与商业银行信贷安全——以发电业为例进行分析

由于我国商业银行对企业的长期信贷在宏观上缺乏风险分担和直接控制的制度安排,担任企业长期投资的主要融资渠道是我国商业银行信贷安全重要的不利影响因素.发电业是同时高度运用银行长、短期信贷的典型行业,本文通过对2000～2004年29家发电业上市公司年报数据的分析,证实了在发电业的投资、融资和生产活动中,日常运营中设备开工率和销售利润率的变化对总负债水平和短期负债水平均无显著影响,而高度依赖银行贷款的新增固定资产项目建设对总体负债水平和短期负债水平的提高均有显著正影响.这表明由于缺乏其他项目融资渠道,发电业长期投资的风险过度集中地转移到商业银行体系.     

Information asymmetry,the cost of debt,and credit events: Evidence from quasi-random analyst disappearances

We hypothesize that greater information asymmetry causes greater losses to debtholders. To test this, we identify exogenous increases in information asymmetry using the loss of an analyst that results from broker closures and broker mergers. We find that the loss of an analyst causes the cost of debt to increase by 25 basis points for treatment firms compared to control firms, and the rate of credit events (e.g., defaults) is roughly 100–150% higher. These results are driven by firms that are more sensitive to changes in information (e.g., less analyst coverage). The evidence is broadly consistent with both financing and monitoring channels, although only a financing channel explains the impact of the loss of an analyst on firms' cost of debt.     

Ownership structure and the cost of corporate borrowing

This article identifies an important channel through which excess control rights affect firm value. Using a new, hand-collected data set on corporate ownership and control of 3,468 firms in 22 countries during the 1996–2008 period, we find that the cost of debt financing is significantly higher for companies with a wider divergence between the largest ultimate owner’s control rights and cash-flow rights and investigate factors that affect this relation. Our results suggest that potential tunneling and other moral hazard activities by large shareholders are facilitated by their excess control rights. These activities increase the monitoring costs and the credit risk faced by banks and, in turn, raise the cost of debt for the borrower.     

The cost of capital: U.S.-based multinational corporations versus U.S. domestic corporations

Using firm-level panel data, this paper examines whether the cost of capital (COC) differs significantly between U.S.-based multinational corporations (MNCs) and U.S. domestic corporations (DCs). The results suggest that U.S.-based MNCs have higher COC than U.S. DCs and that industry importantly influences COC. The study also finds that there is a significant time effect on COC, and the time effect follows the trend of the U.S. economic growth rate. Using a Bayesian Markov chain Monte Carlo approach, we estimate jointly cost of equity, cost of debt, and capital structure, and find that the higher cost of capital for MNCs is due mainly to their higher cost of equity and greater use of equity financing; the cost of debt financing does not differ significantly for MNCs versus DCs.     

Intra‐industry bankruptcy contagion: Evidence from the pricing of industry recovery rates

How does bankruptcy contagion propagate among industry peers? We study the debt recovery channel of industry contagion by examining whether the cost of a company's debt is affected by the observed recovery rates of its bankrupt industry peers. Our results show that lower industry recovery rates are associated with higher loan spreads, but only when the contracts were originated during industry bankruptcy waves. Consistent with the debt recovery channel of industry contagion, we find that the negative effects of industry recovery rates are significantly stronger under situations where the effect is expected to be more salient.