The use of a bankruptcy forecasting model to analyze corporate behavior in Israel

Most models used in predicting business failure actually rank the firms involved according to the probability of their financial distress Such ranking may also be used to explain patterns of corporate behavior and economic developments, as is shown in this paper Israeli manufacturing corporations are ranked here according to a multivanate index of risk based on five financial ratios that have been shown to successfully predict financial distress three years prior to the actual failure. Greater use of supplier credit and recourse to more than one bank are significantly linked to a higher degree of risk as measured by the index Extension of customer credit is conversely related to this risk status of the firm, while there does not seem to be a clear and significant relationship between such status and the growth in sales.     

Corporate social responsibility performance,financial distress and firm life cycle: evidence from Australia

This study examines the association between corporate social responsibility (CSR) performance and financial distress and additionally the moderating impact of firm life cycle stages on that association. Based on a sample of 651 publicly listed Australian firm‐years’ data covering the 2007–2013 period, our regression results show that positive CSR activity significantly reduces financial distress of the firm. In addition, the negative association between positive CSR performance and financial distress is more pronounced for firms in mature life cycle stages. Our results are robust to alternative proxy measures of financial distress, CSR performance and life cycle stages.     

Liquidation Values and Debt Capacity: A Market Equilibrium Approach

We explore the determinants of liquidation values of assets, particularly focusing on the potential buyers of assets. When a firm in financial distress needs to sell assets, its industry peers are likely to be experiencing problems themselves, leading to asset sales at prices below value in best use. Such illiquidity makes assets cheap in bad times, and so ex ante is a significant private cost of leverage. We use this focus on asset buyers to explain variation in debt capacity across industries and over the business cycle, as well as the rise in U.S. corporate leverage in the 1980s.     

The Determinants of Foreign Currency Hedging: Does Foreign Currency Debt Induce a Bias?

In this paper we use UK data to present strong empirical evidence that explains the mixed results in previous studies with respect to the effect of financial distress on the demand for corporate hedging. We build on recent studies that have identified a strong link between foreign currency (FC) debt use and leverage. Given this relationship, we show that using leverage variables as proxies for financial distress and the failure to distinguish between FC debt users and non‐users causes misleading inference. More specifically, when we partition our sample of FC hedgers into firms that use and do not use foreign debt, we show that leverage variables are significantly related to the FC hedging decision for firms that use FC debt either in isolation or in combination with FC derivatives but not for firms that only use FC derivatives. This suggests that FC debt users are influencing these results. However, we also find that other financial distress cost proxies with no obvious link to FC debt use are significant determinants in the corporate demand for FC hedging, including derivatives use.     

Labor unemployment risk and corporate financing decisions

This paper presents evidence that firms choose conservative financial policies partly to mitigate workers' exposure to unemployment risk. We exploit changes in state unemployment insurance laws as a source of variation in the costs borne by workers during layoff spells. We find that higher unemployment benefits lead to increased corporate leverage, particularly for labor-intensive and financially constrained firms. We estimate the ex ante, indirect costs of financial distress due to unemployment risk to be about 60 basis points of firm value for a typical BBB-rated firm. The findings suggest that labor market frictions have a significant impact on corporate financing decisions.     

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.     

Financial Distress and Bank Lending Relationships

We use a unique data set of bank loans to examine the wealth effects on lead lending banks when their borrowers suffer financial distress. We find a significant negative announcement return for the lead lending bank when a major corporate borrower announces default or bankruptcy. Banks with higher exposure to the distressed firm have larger negative announcement-period returns. The existence of a past lending relationship with the distressed firm results in larger wealth declines for the bank shareholders. Finally, financial distress also has a significant negative effect on borrower's returns.     

Do corporate boards matter during the current financial crisis?

This study examines the impact of corporate boards on firm performance during the current financial crisis. Using buy-and-hold abnormal returns over the crisis to measure firm performance, we find that board independence, as traditionally defined, does not significantly affect firm performance. However, when we redefine independent directors as outside directors who are less connected with current CEOs, a measure we call strong independence, there is a positive and significant relationship between this measure and firm performance. Second, outside financial experts are important for firm performance. We find that the positive impact of outside financial experts on firm performance is more significant than that of strong independence. Overall, our results suggest that firm performance during a crisis is a function of firm-level differences in corporate boards.     

上市公司财务状况分类研究

如何对众多上市公司的财务状况进行合理分类 ,判别公司的财务处境 ,进而指导公司的财务行为 ,对于公司财务政策的制定具有重要意义。本文突破以往文献将企业财务状况仅仅基于“好”与“坏”标准进行简单分类、即财务困境企业和非财务困境企业的界限 ,在理论上首次将公司的财务状况分为五类 ,即财务闲置、财务充盈、财务均衡、财务困境和财务破产。实证研究表明 ,我国上市公司确存在五种财务状况 ,支持理论假设 ,进一步 ,我们发现 ,中国上市公司普遍存在财务状况不佳的现象 ,隐性财务破产的上市公司多于证券市场上实际披露的数目。     

Do narrative-related disclosures predict corporate failure? Evidence from UK non-financial publicly quoted firms

By creating a comprehensive corporate failure-related lexicon, this paper explores the incremental explanatory power of narrative-related disclosures in predicting corporate failure. We find that corporate failure-related narrative disclosures significantly predict firms' failure up to two years ahead of actual failure. Additionally, we find that a financially distressed firm would become more vulnerable when financial constraints befall, which in turn would precipitate corporate failure. Various robustness tests assure the credibility of the explanatory ability of corporate failure-related narrative disclosures to predict corporate failure. Collectively, our results show the feasibility of these narrative-related disclosures in improving the explanatory power of models that predict corporate failure.     

IFRS adoption,reporting incentives and financial reporting quality in private firms

This study examines financial reporting quality (FRQ) effects around voluntary International Financial Reporting Standards (IFRS) adoptions by German private firms across two important dimensions, earnings quality and disclosure practices. To capture differences in the motivations for IFRS adoptions, we identify four different types of IFRS adopting firms based on a comprehensive set of firm characteristics. We observe earnings quality improvements around IFRS adoptions primarily for one type of firm, which is young, fast growing and seeking access to public equity markets. Using a matched sample of private German GAAP and IFRS reporting firms, we find some evidence suggesting that IFRS also contribute to higher earnings quality. Recognizing that our earnings quality metrics are only incomplete measures of FRQ, we also compare the disclosure practices of IFRS and German GAAP firms. We find that all IFRS firm types disclose significantly more information in their financial reports and show a higher propensity to publish their financial reports voluntarily on the corporate website. Our findings indicate that failure to identify earnings quality changes around IFRS adoption cannot be automatically interpreted as IFRS adoption having no effect on the FRQ of (private) firms. Collectively, our results suggest that both incentives and accounting standards shape private firms’ FRQ.     

The Real and Financial Implications of Corporate Hedging

We study the implications of hedging for corporate financing and investment. We do so using an extensive, hand‐collected data set on corporate hedging activities. Hedging can lower the odds of negative realizations, thereby reducing the expected costs of financial distress. In theory, this should ease a firm's access to credit. Using a tax‐based instrumental variable approach, we show that hedgers pay lower interest spreads and are less likely to have capital expenditure restrictions in their loan agreements. These favorable financing terms, in turn, allow hedgers to invest more. Our tests characterize two exact channels—cost of borrowing and investment restrictions—through which hedging affects corporate outcomes. The analysis shows that hedging has a first‐order effect on firm financing and investment, and provides new insights into how hedging affects corporate value. More broadly, our study contributes novel evidence on the real consequences of financial contracting.     

Business environment and the incorporation decision

Using firm-level data from 52 countries we investigate how a country’s institutions and business environment affect firm’s organizational choices and what impact the organizational form has on access to finance and growth. We find that businesses are more likely to choose the corporate form in countries with developed financial sectors and efficient legal systems, strong shareholder and creditor rights, low regulatory burdens and corporate taxes and efficient bankruptcy processes. Corporations report fewer financing, legal and regulatory obstacles than unincorporated firms and this advantage is greater in countries with more developed institutions and favourable business environments. We do find some evidence of higher growth of incorporated businesses in countries with good financial and legal institutions.     

Corporate Sell‐offs in the UK: Use of Proceeds,Financial Distress and Long‐run Impact on Shareholder Wealth

This study examines the long‐run return performance following UK corporate sell‐off announcements. We observe significant negative abnormal returns up to five years subsequent to sell‐off announcements. Our finding is robust to various specifications, irrespective of the intended use of proceeds. We also find a significantly positive association between long‐run abnormal returns and the magnitude of cash proceeds for sellers reducing corporate debt as well as for sellers with deeper financial distress or higher growth prospects. Overall, we find that UK corporate sell‐offs are associated with declines in subsequent shareholder wealth.     

系统性风险与企业财务危机预警——基于前沿机器学习的新视角

本文采用Logit回归模型以及随机森林模型、梯度提升模型等前沿机器学习方法,深入考察系统性风险指标对我国企业财务危机的预测能力。结果表明,系统性风险对中下游企业的财务危机具有显著的预测能力,而基于因子分析构建的系统性风险指标,结合随机森林模型可取得更好的预测效果。本文进一步区分财务危机的不同成因并发现,基于随机森林模型和Logit回归模型的预测框架能够对我国大多数财务危机事件进行有效预警。在此基础上,本文对我国上市企业监管提出相关建议,从而为完善金融风险处置机制提供一定参考。     

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.     

Estimating Risk‐Adjusted Costs of Financial Distress

The search for the optimal, or value‐maximizing, capital structure involves weighing the expected benefits of higher leverage against the expected “costs of financial distress.” These costs include not only the direct costs of reorganization, but less quantifiable effects of financial trouble such as damage to the firm's reputation, the loss of key employees and customers, and the loss of value from forgone investment opportunities. This article proposes a new method for valuing expected financial distress costs. While researchers have provided estimates of the costs associated with financial distress when it takes place, whether or when these costs will be incurred is, of course, unknown at the time the financing decision. As a result, the “correct” discount rate for valuing expected distress costs is difficult to derive. Instead of adjusting the discount rate to reflect historical default rate probabilities, the authors' method uses “risk‐neutral” probabilities of encountering distress that allow for discounting at the risk‐free rate. The risk‐neutral probabilities of default are derived by incorporating the systematic risk premia implicit in corporate bond yield spreads. This method results in a significant increase in estimates of financial distress costs. In a simple example presented by the authors, distress costs estimated at about 1.6% of firm value using the conventional method turn out to run about 5% after adjusting for the increased systematic risk associated with financial distress.     

The effect of corporate culture on firm performance: Evidence from China

This study examines whether corporate culture promotion affects firm performance in China in terms of firm market value, firm financial performance and innovation output. We find consistent evidence that corporate culture promotion is negatively related to firm market value, positively related to innovation output and not significantly related to firm financial performance. In addition, the negative effect of corporate culture promotion on firm market value is driven by small firms and firms located in less developed provinces. Furthermore, we find that some specific corporate culture promotions, such as innovation culture promotion and integrity culture promotion, are not related to firm value or financial performance. However, innovation culture promotion is positively associated with innovation output.     

Pension Policy and the Value of Corporate‐Level Investment

We examine how pension policy affects the value of corporate‐level investment to the firm and its various claimants using Monte Carlo simulation. Shareholders lose the greatest amount of project value to the pension plan when it is undiversified across asset classes. Improved funding levels mandated by the provisions of the Pension Protection Act of 2006 generally reduce those wealth transfers. Thus, mitigation of the overhang effect joins the reduction of financial distress costs as a motivation for holding both stocks and bonds in the pension fund.     

Geopolitical risk and corporate payout policy

In this study, we examine the effects of geopolitical risk on corporate payout policy. Exploiting a news-based index of geopolitical risk, we find that firms adopt a more conservative payout policy by reducing share repurchases in response to greater geopolitical risk, whereas the effects of geopolitical risk on cash dividends are insignificant. Further analysis suggests that cash flow uncertainty and financial distress risk are two potential channels through which geopolitical risk affects corporate payout policy. We also show that the effects of geopolitical risk on share repurchase are more pronounced for firms with greater exposure to product market competition and those facing higher threats of financial distress. Overall, our study emphasizes the implications of geopolitical risk for corporate payout choice.