The Choice of Debt Source by UK Firms

We examine the choice of borrowing source among public debt, syndicated bank loans, bilateral bank loans and non‐bank private debt. Using a sample of 400 non‐financial firms over the period 2000–2012, we find strong support for the reputational theory of borrowing source. Larger firms are more likely to borrow in public debt markets. Bank dependent firms are less likely to borrow in public debt markets and choose between bank and non‐bank private debt based on maturity, collateral available to lenders and other firm characteristics. These results are consistent with the role of borrower reputation being the primary determinant of borrowing source for UK listed firms.     

A bright side of financial constraints in cash management

This paper tests whether financial constraints play a disciplinary role in cash dissipation in the presence of agency problems. We hypothesize that when firms have difficulty raising external funds, empire-building managers of cash-rich firms will be less likely to spend cash on negative NPV projects as compared to unconstrained managers. Empirically, we examine firm performance after cash dissipation and associate it with the degree of financial constraints. We find that cash spending by managers in financially constrained firms is associated with higher future profitability and stock returns compared to cash spending by managers in unconstrained firms. Further tests reveal that the positive effect of financial constraints on firm performance is not driven by differences in corporate governance. Financial constraints actually substitute for good governance in disciplining managers. We find that corporate governance improves the efficiency of cash dissipation in unconstrained firms, but not in constrained firms. Likewise, financial constraints' disciplinary effect is found to be concentrated in firms that are poorly governed.     

The market reaction to debt announcements: UK evidence surrounding the global financial crisis

We examine the stock market response to announcements of public, bank and privately placed debt issuance by large UK firms surrounding the global financial crisis of 2008. Prior to the crisis, we find that stock prices respond positively to announcements of bank debt issuance only. This is restricted to the sub-sample of syndicated bank loans and this is suggestive of the certification from multiple lenders conveying a signal of creditworthiness. We find that abnormal returns on the announcement of bank loans have declined since the financial crisis, both in absolute terms and in comparison to alternative borrowing sources. Overall, our results suggest that surrounding the global financial crisis of 2008, bank loans have become less informative as a signal of the creditworthiness of borrowing firms.     

Managerial Incentives and the Choice between Public and Bank Debt

I propose a simple model with complete and perfect information on the relation between managerial incentive compensation and choice between public and bank debt. The empirical analysis offers considerable support to the model's predictions. I find that managers whose compensation is tied to firm performance prefer bank to public debt. Further, I find a positive relation between cost of public debt and managerial incentive compensation and no relation between loan spreads and incentive compensation. Finally, I find that banks are more likely to include a collateral provision in the debt contract if the CEO's compensation is tied to firm performance.     

Small Firm Capital Structure and the Syndicated Loan Market

We show that small firms using syndicated loans for their mid- and long-term financial needs have significantly higher leverage than firms that do not borrow in this market. This difference cannot be attributed to firm characteristics like the availability of growth opportunities, asset tangibility, R&D spending, profitability and net sales that are known to influence capital structure. We also find that the capital structure of other firms that borrow in the syndicated loan market is not different from those that do not. We show that already highly leveraged small firms are more likely to borrow in the syndicated loan market than other firms. The higher debt in the capital structure of small firms that rely on syndicated loans consequently can be attributed to the availability of capital rather than demand for capital, as shown more generally by Faulkender and Petersen (Rev Financ Stud 19(1):45?C79, 2006).     

Development costs capitalization and debt financing

This study investigates debt market effects of research and development (R&D) costs capitalization, using a global sample of public bonds and private syndicated loans issued by public non‐financial firms. Firstly, we show that firms capitalize larger amounts of R&D in a year when they exhibit a propensity for issuing bonds, rather than borrowing funds privately from the syndicated loan market, in the subsequent year. Secondly, we provide evidence that capitalized R&D investments reduce the cost of debt. We infer that debt market participants are able to identify firms’ motives for R&D capitalization, as we find a reduction in the cost of debt only for those firms that do not show indications of employing R&D capitalization for earnings management reasons. Indeed, only for this sub‐sample of firms, the amount of capitalized R&D contributes positively to future earnings. We confirm that R&D capitalization is positively associated with audit fees and thus can be deemed to be a signaling device. Lastly, we find that it is the amount of R&D a firm is expected to capitalize and not the discretionary counterparts, which facilitates a firm's access to public debt markets, reduces bond and syndicated loan prices, and contributes to future benefits.     

Geographic diversification and firm value in the financial services industry

This paper investigates whether geographic diversification is value-enhancing or value-destroying in the financial services sector, broadly defined. Our dataset comprises approximately 3579 observations over the period from 1985 to 2004 and covers the entire range of U.S. financial intermediaries — commercial banks, investment banks, insurance companies, asset managers, and financial infrastructure services firms. We use two alternative measures of geographic diversification: (1) a dummy variable whether the firm reports more than one geographic segment and (2) the percentage of sales from non-domestic operations. Our results indicate that geographic diversification is not associated with a significant valuation discount in financial intermediaries. However, when accounting for the firms' main activity-areas, we find evidence of a significant discount associated with geographic diversification in securities firms and a premium in credit intermediaries and insurance companies. All these results are robust after taking into account functional diversification of the firms, a potential endogeneity of both functional and geographic diversification, and a potential value transfer from equity to debt holders by using estimates of the market value of debt.     

Corporate fraud and bank loans: Evidence from china

Receiving punishment from regulators for corporate fraud can affect financing contracts between a firm and its bank, as both the firm’s credit risk and information risk increase after punishment. By focusing on Chinese firms’ borrowing behavior after events of corporate fraud, we find that firms’ bank loans after punishment are not only significantly lower, but are also less than those for non-fraudulent firms. In addition, loan interest rates after punishment are not only higher than before, but also higher than those for their non-fraudulent counterparts. In addition, we find that corporate fraud indirectly destabilizes the “performance-bank loan” relationship. Our results suggest that corporate fraud negatively affects a firm’s ability to source debt financing, which provides new evidence about the economic consequences of fraud.     

The impact of joint participation on liquidity in equity and syndicated bank loan markets

Market liquidity is impacted by the presence of financial intermediaries that are informed and active participants in both the equity and the syndicated bank loan markets, specifically informationally advantaged lead arrangers of syndicated bank loans that simultaneously act as equity market makers (dual market makers). Employing a two-stage procedure with instrumental variables, we identify the simultaneous equations model of liquidity and dual market maker decisions. We find that the presence of dual market makers improves the liquidity of the more competitive and transparent equity markets, but widens the spread in the less competitive over-the-counter loan market, particularly for small, informationally opaque firms.     

Banks as information specialists: The case of hospital lending

This study analyzes data from the US hospital industry for evidence that banks enjoy informational advantages over direct lenders. In a multivariate analysis, we find a strong positive relationship between bank loans (as a share of total borrowing) and profitability among hospitals widely perceived as financially weak. Thus, among such hospitals, reliance on bank loans suggests the presence of hidden factors that enhance the hospital's financial standing. This supports the view that financial intermediaries are information specialists.     

Sources of Financing,Profitability and Productivity: First Evidence from Matched Firms

This paper contributes to the literature on capital structure and firm performance. Using firm‐level data covering over 11,000 firms from 47 countries over a recent period of 1997‐2007, we address the effect of different sources of financing on corporate performance, employing a matching process, which allows an adequate `like‐for‐like’ comparison between high and low level of financing by firms. Robust to different matching estimators, the main findings are consistent with the theories of capital structure, in that firms with high debt‐to‐equity ratio tend to have lower returns to shareholders (profitability) and lower internal efficiency (productivity). The results become more robust when we separate the firms into advanced and emerging country‐groups or countries with high/low levels of financial development. Given the lower level of leverage below 50% on average in emerging markets (or in countries with lower level of financial reforms), firms in these economies face lower risk of financial distress and thereby less adverse effect on firm profitability and productivity, relative to their counterparts in advanced economies. We also find that retained earnings and equity financing improve performance, while debt financing by firms particularly in the form of bank loans leads to lower performance, although not so in the case of debt raised through issuing bonds.     

Institutional demand pressure and the cost of corporate loans

Between 2001 and 2007, annual institutional funding in highly leveraged loans went up from $32 billion to $426 billion, accounting for nearly 70% of the jump in total syndicated loan issuance over the same period. Did the inflow of institutional funding in the syndicated loan market lead to mispricing of credit? To understand this relation, we look at the institutional demand pressure defined as the number of days a loan remains in syndication. Using market-level and cross-sectional variation in time-on-the-market, we find that a shorter syndication period is associated with a lower final interest rate. The relation is robust to the use of institutional fund flow as an instrument. Furthermore, we find significant price differences between institutional investors’ tranches and banks’ tranches of the same loans, even though they share the same underlying fundamentals. Increasing demand pressure causes the interest rate on institutional tranches to fall below the interest rate on bank tranches. Overall, a one-standard-deviation reduction in average time-on-the-market decreases the interest rate for institutional loans by over 30 basis points per annum. While this effect is significantly larger for loan tranches bought by collateralized debt obligations (CDOs), it is not fully explained by their role.     

Exploitation of the internal capital market and the avoidance of outside monitoring

Internal capital markets (ICMs) provide firms an alternative to costly external financing; however, they also provide an avenue to avoid the monitoring associated with issuing external capital. We argue that firms operating inefficient internal capital markets will avoid outside financing. Consistent with this view, conglomerates that cross-subsidize divisions or engage in value-destroying investment avoid external capital market oversight by refraining from issuing both debt and equity. We further show that firms issuing bonds while engaging in value-destroying investment experience yield spreads that are, on average, 46 basis points higher than those of other diversified firms. They similarly experience yield spreads that are 18 basis points higher when they issue syndicated loans. Value-destroying conglomerates also witness SEO announcement returns that are, on average, 1% more negative than firms operating more efficient internal capital markets.     

Determinants of the floating-to-fixed rate debt structure of firms

We analyze the effects of managerial incentive, firm characteristics and market timing on floating-to-fixed rate debt structure of firms. We find that chief financial officer's (CFO's), not chief executive officer's (CEO's), incentive has a strong influence on firm's debt structure. When CFOs have incentives to increase (decrease) firm risk, firms obtain volatility-increasing (-decreasing) debt structure. These effects are present only for CFOs who are not subject to high monitoring by board members, CEOs, or corporate control market. Our findings suggest that agency problems at the level of non-CEO executives could be an important driver of various corporate decisions.     

Safety Transformation and the Structure of the Financial System

This paper studies how a financial system that is organized to efficiently create safe assets responds to macroeconomic shocks. Financial intermediaries face a cost of bearing risk, so they choose the least risky portfolio that backs their issuance of riskless deposits: a diversified pool of nonfinancial firms' debt. Nonfinancial firms choose their capital structure to exploit the resulting segmentation between debt and equity markets. Increased safe asset demand yields larger and riskier intermediaries and more levered firms. Quantitative easing reduces the size and riskiness of intermediaries and can decrease firm leverage, despite reducing borrowing costs at the zero lower bound.     

Hometown advantage: The effects of monitoring institution location on financial reporting discretion

We examine the impact of institutional ownership on financial reporting discretion, focusing on whether the impact varies with institutions' cost of acquiring monitoring information. Using geographic distance between the firm and the institutional investor as a proxy for the cost of acquiring monitoring information, we find that corporate managers are less likely to use financial reporting discretion in the presence of local monitoring institutions than distant monitoring institutions. We also find that the impact of monitoring institutions on financial reporting discretion varies with the costs and benefits of financial reporting discretion.     

Debt Financing,Corporate Financial Intermediaries and Firm Valuation

In this paper we consider the role of financial intermediaries in the valuation of firms and projects. We show that security prices should reflect both used and unused debt capacity if some corporations can act as financial intermediaries and can capture the tax benefits of debt capacity unused by the operating firm. We also provide some reasons why the value of the firm might be increased if the financing and operating risks of the firm are separated and financial intermediaries issue debt rather than the unit operating the asset.     

Why Have Debt Ratios Increased for Firms in Emerging Markets?

I study trends in capital structure between 1980 and 2004 in a sample of over 11,000 firms from 34 emerging markets. The average firm's market‐value debt ratio rose by 15 percentage points over this quarter century. I study how this rise in leverage was influenced by firm‐level factors and by the availability of debt financing at the country level. The central finding is that the increase in debt ratios can largely be attributed to changes in the characteristics of emerging market firms over this period. For the average firm, the most prominent determinants of capital structure – size, profitability, asset tangibility, and growth opportunities – all shifted in the direction implying a higher optimal level of debt. At the country level, increased financial development within the country is associated with lower debt ratios, but increased financial openness to foreign markets is associated with higher debt ratios.     

Ability of accounting and audit quality variables to predict bank failure during the financial crisis

We examine the ability of selected accounting and audit quality variables measured in a period prior to the financial crisis (i.e., the four quarters of 2006), to predict banks that subsequently failed during the financial crisis. We employ two sets of samples from the US: a troubled banks sample that includes banks that failed in or after 2007 as well as banks classified as being troubled based on profitability, loan quality, and balance sheet position in 2007, and a full sample that includes all banks with available required data. Using the troubled banks sample, we identify six reliable predictors of bank failure: auditor type, auditor industry specialization, Tier 1 capital ratio, proportion of securitized loans, growth in loans, and loan mix. For the larger full sample of banks, we identify the following ten predictors of bank failure: auditor type, Tier 1 capital ratio, proportion of securitized loans, nonperforming loans, loan loss provisions, growth in commercial loans, growth in real estate loans, growth in overall loans, loan mix, and whether the bank is a public bank.     

CEO Risk‐taking Incentives and Bank Loan Syndicate Structure

This paper investigates the effects of a borrowing firm's CEO risk‐taking incentives on the structure of the firm's syndicated loans. When CEO risk‐taking incentives are high, syndicates are structured to facilitate better due diligence and monitoring efforts. These syndicates have a smaller number of total lenders and are more concentrated, and lead arrangers will retain a greater portion of the loan. Moreover, CEO risk‐taking incentives have a lesser effect on the syndicate structure when lead arrangers have a good reputation and a prior lending relationship with a borrowing firm, while they have a greater effect on the syndicate structure when borrowing firms have low information transparency, are financially distressed or have low growth prospects.