Bank Loan Supply, Lender Choice, and Corporate Capital Structure

This paper explores the relevance of capital market supply frictions for corporate capital structure decisions. To identify this relationship, I study the effect on firms' financial structures of two changes in bank funding constraints: the 1961 emergence of the market for certificates of deposit, and the 1966 Credit Crunch. Following an expansion (contraction) in the availability of bank loans, leverage ratios of bank-dependent firms significantly increase (decrease) relative to firms with bond market access. Concurrent changes in the composition of financing sources lend further support to the role of credit supply and debt market segmentation in capital structure choice.     

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。     

Leverage and Taxes: Evidence from the Real Estate Industry

Finance theory has long viewed corporate income taxes as a potentially important determinant of corporate financing decisions and capital structures. But finance academics have been unable to provide convincing empirical evidence of a material effect of taxes on corporate leverage, in part because of difficulties in constructing an effective proxy for marginal corporate tax rates, and hence for the tax benefits of debt, for large samples of individual companies. The authors address this by analyzing leverage decisions in an industry whose publicly traded entities are organized either as taxable corporations, or as real estate investment trusts (REITs) that effectively avoid entity level taxation. This enables them to measure the relative tax benefits of debt with greater precision while controlling for important nontax characteristics that affect debt usage. The tax hypothesis predicts that for real estate firms with similar asset portfolios, taxable firms should have more debt than their nontaxable counterparts. Both the nontaxable and the taxable real estate firms in our sample routinely have more than twice the leverage of industrial firms, which suggests that factors other than taxes are contributing to their use of debt. But among real estate firms, tax status appears to play a much weaker role. Taxable firms have significantly more leverage only after 2000, when restrictions on REITs were removed through new regulations that made their operations much more like those of taxable real estate firms. Our findings also depend on real estate characteristics—most notably, only residential real estate firms demonstrated differences that are consistent with the tax hypothesis. Taken together, the authors’ findings suggest that although taxes do seem to matter, their role is clearly secondary relative to factors such as the nature of the firm’s assets. A generous interpretation of our evidence puts the effect of taxes between one‐third and one‐half of that implied by prior research.     

Capital Structure,Corporate Taxation and Firm Age*

This paper analyses the relationship between corporate taxation, firm age and debt. We adapt a standard model of capital structure choice under corporate taxation, focusing on the financing and investment decisions typically faced by a firm. Our model suggests that the debt ratio is associated positively with the corporate tax rate and negatively with firm age. Further, we predict that the tax-induced advantage of debt is more important for older firms than for younger ones. To test these hypotheses empirically, we use a cross-section of around 405,000 firms from 35 European countries and 127 NACE three-digit industries. In line with previous research, we find that a firm's debt ratio increases with the corporate tax rate. Further, we observe that older firms exhibit smaller debt ratios than their younger counterparts. Finally, consistent with our theoretical model, we find a positive interaction between corporate taxation and firm age, indicating that the impact of corporate taxation on debt increases over a firm's lifetime.     

Do Lending Relationships Affect Corporate Financial Policies?

This paper provides new evidence on how lending relationships impact firms’ financing and investment decisions. I find that lending relationships have a significant impact on leverage ratios, issuance choices, and the investment structures of relationship borrowers. The influence of relationships is heightened for financially constrained firms. I find a significant decrease in leverage, net debt issuing, and investment activity in the aftermath of lender‐specific shocks to lending relationships, including announcements of bank write‐downs and downgrades in banks’ credit ratings. My findings are robust to controlling for confounding effects that might arise due to unobserved demand and relationship changes.     

Corporate Financing Decisions and Non-Debt Tax Shields: Evidence from Italian Experiences in the 1990s

Between 1995 and 1999, Italy experienced three episodes of fiscal reform during which different categories of non-debt tax shields were introduced, including a classical investment tax credit, a system of dual income taxation, and an investment tax credit restricted to equity financed investments. Using the balance sheets of a large sample of Italian companies, we construct a data set which allows us to evaluate the impact of the different fiscal interventions. We apply MacKie-Mason's (1990) method to study incremental financing decisions using discrete choice analysis. The analysis shows that the measures introduced were successful in reducing the advantage of debt financing relative to equity financing. We relate the findings to the current literature on the determinants of capital structure. JEL Code: G32, H25     

Tax reforms and the capital structure of banks

This paper studies the link between corporate income tax (CIT) reforms and domestic banks’ financing decisions. We use a dataset of CIT reforms and estimate the effect of tax rate changes on leverage, dividend policies and earnings management of banks. The results suggest that taxation influences all three variables. Leverage increases with the CIT rate in the first three years after the reform. The reason is that the statutory CIT rate determines the value of the debt tax shield. A higher tax rate increases incentives to use debt finance when interest payments are deductible from the CIT base. The tax effects we find are statistically and economically significant but considerably lower than those found in previous research. Also, dividend pay-outs increase after an increase in CIT rates. This could indicate that banks actively manage their pay-out policies around tax reforms and adjust their capital structure with changes in dividends. Furthermore, banks increase loss loan reserves in anticipation of tax rate cuts since losses become less valuable with lower CIT rates.     

Does geopolitical uncertainty affect corporate financing? Evidence from MIDAS regression

This paper investigates the effect of geopolitical uncertainty on (market) leverage ratio, debt maturity, and choice of debt source. Using a new monthly index of geopolitical uncertainty and annual data for corporate financing variables, we find that under geopolitical uncertainty firms tend to reduce debt and increase market leverage. We argue that this increase is driven by asymmetrical reductions in the numerator (total debt) and the denominator (total debt and equity) of the leverage ratio. Under geopolitical uncertainty, firms tend to shorten their debt maturity structure and—especially those firms with lower credit quality—to substitute bank debt for public debt.     

Does the use of tax haven subsidiaries by U.S. multinational corporations affect the cost of bank loans?

This study examines whether the use of tax haven subsidiaries by U.S. multinational corporations (MNCs) is associated with the cost of bank loans. We find that more intensive tax haven subsidiary use by MNCs is positively associated with the cost of bank loans. In cross-sectional analyses, we identify channels through which the positive association between tax haven intensity and bank loan costs is more pronounced, such as a weak information environment, poor corporate governance, high CEO pay-for-performance and corporation-related wealth, and low managerial ability. We also find that intensive tax haven use is positively (negatively) associated with non-price loan contract terms, such as collateralization and financial covenants (loan maturity and general covenants). Our main result holds when public bonds are substituted for bank loans. Finally, additional analysis shows that MNCs with high levels of tax haven intensity are more likely to rely on bank loan financing than on raising debt from the bond market. Overall, this study adds to an emerging body of literature on corporate taxation and debt policy.     

The corporate choice between public debt,bank loans,traditional private debt placements,and 144A debt issues

The main purpose of this study is to examine the determinants of the corporate choice between different forms of debt financing. By analyzing the most comprehensive sample of US corporate debt issues to date, I find that firms that issue 144A debt have significantly lower credit quality and higher information asymmetry than firms that issue traditional non-bank private debt. Further, the study shows that traditional private placements, rather than bank loans, are the favorite private debt source for firms with good credit quality. I also show that the firm characteristics of traditional private debt issuers have significantly changed after 1990 through to 2003. My results suggest the following pecking order of debt choices which is conditional on credit quality. In other words, high credit quality firms prefer public bond offerings and small firms, with good credit quality, are more likely to issue traditional private debt. A large group of firms characterized by moderate credit quality make extensive use of bank loans and poor credit quality firms preferentially issue 144A debt.     

THE CAPITAL STRUCTURE CHOICE: NEW EVIDENCE FOR A DYNAMIC TRADEOFF MODEL

Most academic insights about corporate capital structure decisions come from models that focus on the trade-off between the tax benefits and financial distress costs of debt financing. But empirical tests of corporate capital structure indicate that actual debt ratios are considerably different from those predicted by the models, casting doubt on whether most companies have leverage targets at all. In particular, there is considerable evidence that corporate leverage ratios reflect in large part the tendency of profitable companies to use their excess cash flow to pay down debt, while unprofitable companies build up higher leverage ratios. Such behavior is consistent with a competing theory of capital structure known as the "pecking order" model, in which management's main objectives are to preserve financing flexibility and avoid issuing equity.
The results of the authors' recent study suggest that although past profits are an important predictor of observed debt ratios at any given time, companies nevertheless often make financing and stock repurchase decisions designed to offset the effects of past profitability and move their debt ratios toward their target capital structures. This evidence provides support for a compromise theory called the dynamic tradeoff model, which says that although companies often deviate from their leverage targets, over the longer run they take measures to close the gap between their actual and targeted leverage ratios.     

The Effect of Taxes on Corporate Financing Decisions: Evidence from a Panel of Italian Firms

This paper provides additional evidence on the relationship between corporate taxes and debt using panel data on Italian companies. The panel covers 1054 companies for the years 1982–1994.The paper follows the Graham-Shevlin methodology for calculating company specific marginal tax rates (MTR) relying on the non-linearity of corporate tax schedules resulting from company losses and the ensuing tax provisions (carry-forward and backward rules). In the period covered by the panel there were in Italy two taxes on corporate income (IRPEG and ILOR), with different loss carry-forward rules, whose statutory tax rates and tax bases changed several times. For these reasons the simulated MTRs display both cross-sectional and time-series variation.The paper tests whether taxes encourage the use of debt by analysing incremental financing decisions. In order to cope with the endogeneity of the MTR the paper considers two different specifications. The first uses the lagged value of the simulated MTR. The second employs the estimate of before-financing MTR proposed by Graham et al. (1998). Significant cross-sectional tax effects are identified under both specifications whereas time-series variation cannot be identified if due account is taken of firm-fixed tax effects.The paper also investigates whether personal taxes affect corporate financing decisions. The MTR may either overstate or understate the fiscal benefit of debt financing according to whether, at the personal level, interest income is taxed at a rate that is higher or lower than the tax rate on returns from common stocks. Differences in the dividend-payout ratio across companies and several reforms in interest, dividend and capital gains taxation provide sufficient cross-section and time-series variations to identify the effect of personal taxes on debt usage.     

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.     

Agency costs,taxes and debt: The UK evidence

This paper provides an empirical examination of the impact of the corporation tax and agency costs on firms' capital structure decisions. Our evidence suggests that the agency costs are the main determinants of corporate borrowing. Consistent with the agency theory, we find that firms that have fewer growth options have more debt in their capital structure. Moreover, our results show that debt mitigates the free cash flow problem and that firms that are more likely to be diversified and less prone to bankruptcy are highly geared. the negative effect of insider shareholding on leverage disappears, however; when all the agency mechanisms are accounted for. In addition, we find that, in the long run, companies that are tax exhausted exhibit significantly lower debt ratios than tax-paying firms. However, in the short run, firms' capital structure decisions are not affected by taxation.     

Tax credit rating and corporate innovation decisions

The tax credit rating mechanism was formally implemented in 2014. As an important tax collection and management innovation, it has attracted the attention of regulatory authorities and scholars. Different from the literature that directly examines corporate tax compliance, we focus on the impact of tax credit rating implementation on corporate research and development (R&D) investment decisions. Using listed companies’ data from 2014 to 2019, we find that companies with higher tax credit ratings invest more in innovation, because the system helps managers identify R&D opportunities, alleviates corporate financing constraints and reduces agency costs. We confirm that tax credit ratings have manifold impacts on corporate information environments and business decisions, with better ratings positively affecting firms’ business decisions. This discovery can inform tax policy reform, encourage corporate innovation and construct social credit systems.     

Financial Distress in the Great Depression

We use firm‐level data to study corporate performance during the Great Depression era for all industrial firms on the NYSE. Our goal is to identify the factors that contribute to business insolvency and valuation changes during the period 1928‐1938. We find that firms with more debt and lower bond ratings in 1928 became financially distressed more frequently during the Depression, consistent with the trade‐off theory of leverage and the information production role of credit rating agencies. We also document for the first time that firms responded to tax incentives to use debt during the Depression era but that the extra debt used in response to this tax‐driven “debt bias” did not contribute significantly to the occurrence of distress. Finally, we conduct an out‐of‐sample test during the recent 2008‐2009 Recession and find that higher leverage and lower bond ratings also increased the occurrence of financial distress during this period.     

Optimal capital structure under corporate and personal taxation

In this paper, a model of corporate leverage choice is formulated in which corporate and differential personal taxes exist and supply side adjustments by firms enter into the determination of equilibrium relative prices of debt and equity. The presence of corporate tax shield substitutes for debt such as accounting depreciation, depletion allowances, and investment tax credits is shown to imply a market equilibrium in which each firm has a unique interior optimum leverage decision (with or without leverage-related costs). The optimal leverage model yields a number of interesting predictions regarding cross-sectional and time-series properties of firms' capital structures. Extant evidence bearing on these predictions is examined.     

The interaction of bank regulation and taxation

The tax benefit of interest deductibility encourages debt financing, but regulatory constraints create dependency between bank leverage and asset risk. Using a large international sample of banks this paper shows that banks located in high-tax countries have higher leverage and lower average asset risk-weights. This trade-off is stronger when regulation is more stringent and for banks with less capital. Non-financial firms' leverage and asset risk are positively related to tax rates, as further evidence of the regulatorily induced adjustment of portfolio risk. A difference-in-difference analysis provides support for a causal interpretation of these results. Overall, higher tax rates are positively correlated with systemic risk, suggesting that the lower asset risk does not offset the risk-inducing effect of tax rates on bank leverage.     

Are target leverage ratios stable? Investigating the impact of corporate asset restructuring

If firms balance the benefits and costs of leverage, then we might expect corporate asset shocks to trigger a change in corporate target leverage. We investigate the impact of corporate asset restructuring and find that target leverage after restructuring is reduced for downsizing firms and increased for upsizing firms. Changes in target leverage are stabilized by the second year after the restructuring event and are monotonic relative to the degree of restructuring. Decomposition analysis shows that corporate asset restructuring directly and significantly affects target debt ratios. Compared to control firms, downsizing firms adjust claims by repurchasing debt while upsizing firms issue debt securities. As expected, debt repurchases are associated with lower tax liabilities while debt issuance decisions correspond to lower growth proxies and are consistent with a higher adverse selection cost of issuing equity, positive leverage deficit, higher tax liabilities, and lower bankruptcy risk.     

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.