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.     

Do Credit Ratings Really Affect Capital Structure?

This paper revisits recent investigations into the role credit ratings play in the marginal financing behavior of firms. Although it has long been documented that credit ratings may be an important determinant of firm capital structure policy, academics have only recently subjected this motivation to empirical scrutiny. We add to the brief existing literature by investigating the sensitivity of marginal financing behavior of firms to a number of attributes deemed to capture firms’ affinity to emphasize credit ratings in their financing behavior. Our results suggest that credit ratings are not a first‐order concern in capital structure decisions.     

Corporate financing and anticipated credit rating changes

Firm circumstances change but rating agencies may not make timely revisions to their ratings, thereby increasing information asymmetry between firms and the market. We examine whether firms time the securities market before a credit rating agency publicly reveals its decision to change a firm’s credit rating. Using quarterly data, we show that firms adjust their financing structures before credit rating downgrades are publicly revealed. Specifically, firms on average increase their debt financing by 1.29 % before the disclosure of a rating downgrade, and this increase is due to the issuance of debt rather than the repurchase of equity. In contrast, firms do not take significant financing actions before credit rating upgrades.     

Debt Financing and Voluntary Adoption of the International Financial Reporting Standards: Evidence from Korean Unlisted Firms

We investigate the effect of debt financing on the voluntary adoption of the International Financial Reporting Standards (IFRS) by unlisted firms and such adoption’s effect on bond credit rating. We find that unlisted firms with public debts are more likely to voluntarily adopt IFRS. Subsequent to the voluntary application of IFRS, the unlisted firms exhibit, on average, enhanced credit ratings. These findings suggest that the public debt market’s demand for high-quality financial reporting may drive those unlisted firms to voluntarily adopt IFRS. Furthermore, rating agencies seem to reward such firms by elevating their bond credit ratings.     

An Empirical Analysis of the Effect of Financial Distress on Trade Credit

This paper studies the use of supplier's trade credit by firms in financial distress. Trade credit represents a large portion of firms’ short‐term financing and plays an important role in financial distress. We find that firms in financial distress use a significantly larger amount of trade credit to substitute for alternative sources of financing. Firms that are smaller, with less market power, and with more unique products tend to use more trade credit financing when in distress. We also find that firms that significantly increase their trade payables when in financial distress, experience an additional drop of at least 11% in sales and profitability growth over the previously documented 21% average drop for financially troubled firms.     

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.     

Ratings,Commercial Paper,and Equity Returns

We present the first evidence that initial ratings of commercial paper influence common stock returns. Highly-rated industrial issues of commercial paper, unaccompanied by bank letters of credit, are associated with significantly positive abnormal returns; lower-rated issues are not. The stock price effects of changes in commercial paper ratings also demonstrate the relevance of ratings to the financing of firms. Rating downgrades, especially those that imply an exit from the commercial paper market, produce significantly negative abnormal returns; upgrades have no effects. Initial commercial paper ratings and subsequent reratings appear to help investors sort firms by their future prospects.     

On the Determinants and Dynamics of Trade Credit Use: Empirical Evidence from Business Start‐ups

Abstract:   Business start‐ups provide an excellent opportunity for testing various hypotheses on why firms use trade credit. At the time of start‐up, failure risk and financial constraints are typically large. Also, start‐ups have no established relationships with banks and suppliers. The literature has related all these features to trade credit use. Moreover, as firms grow older, these characteristics become less pronounced, allowing us to test the dynamics of trade credit use. We find that start‐ups use more trade credit when financial constraints are large, when suppliers have a financing advantage over banks in financing high‐risk firms, when entrepreneurs value private benefits of control and when transaction costs are important. Furthermore, the dynamic implications of these theories are supported.     

信用风险缓释凭证对企业投资行为的影响——基于融资约束中介效应的实证研究

2018年以来,作为债券融资支持工具的信用风险缓释凭证(CRMW)在我国得到了快速发展。本文采用基于倾向得分匹配的双重差分模型(PSM-DID),利用中国企业数据检验了CRMW产品对企业投资行为的影响。结果显示,我国信用风险缓释凭证的发行促进了非上市企业投资,并且这种促进作用对于融资约束较强的企业更为显著。本文还对CRMW产品通过缓解融资约束促进企业投资的渠道进行了检验,结果发现,CRMW产品对企业融资的促进作用主要体现在信贷融资渠道而非债券渠道。本文结论有助于深化对中国当前资本市场中信用风险缓释凭证的作用效果与作用机制的解读,为政策制定者利用该产品解决民营企业融资难、融资贵的问题提供了更充分的决策参考依据。     

Digital transformation and trade credit provision: Evidence from China

Trade credit is essential for enterprises in business activities. Given the current wave of digitalization, it is important to explore how digital transformation affects trade credit provision. Based on data on Chinese A-share listed enterprises from 2012 to 2019, we empirically examine the relationship between digital transformation and trade credit provision. We find that digital transformation significantly increases trade credit provision. The mechanism of the relationship is an increase in short-term bank credit. We further examine the heterogeneity of firms’ supply capacity and willingness, and find that the relationship is more significant among non-state-owned enterprises, enterprises with greater financing constraints and fierce market competition, and enterprises located in provinces that have low social trust than among other types. This paper extends the study of the economic consequences of firms’ digital transformation and the influencing factors of trade credit provision.     

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.     

Financial constraints on credit ratings and cash-flow sensitivity

This study investigates whether financial constraints, as measured by the level of credit ratings and their migrations would affect the firm's cash flow allocation policies and reflect the main financial constraints on a firm's cash flow sensitivity of cash. For a given credit quality shock, control for firm-level characteristics and endogeneity of cash flow allocation, our results suggest that firms with higher credit financial constraints have significantly higher cash flow sensitivities on cash holding, investment, and debt financing activities. Our results provide evidence that credit rating risk has a larger impact on cash flow allocation and drives the financial constraints on cash flow sensitivity for various reasons, including precautionary motivation and restricted access to external financing.     

Financing constraints and unemployment: Evidence from the Great Recession

This paper shows that financing constraints of small firms were one of the drivers of unemployment dynamics during the 2007–2009 recession in the United States. Specifically, workers in small firms were more likely to become unemployed during the 2007–2009 recession than comparable workers in large firms, but only if they were employed in industries with high financing needs. We find very similar results for the 1990–1991 recession, but not for the 2001 recession, where only the former was associated with a reduction in loan supply. The findings support the credit constraints hypothesis and underscore the role of bank lending in explaining labor market activity.     

Financing seasonal demand

This paper identifies seasonal firms and their peak seasons to provide empirical evidence of the approach these firms take to finance seasonal operations. The seasonal use of funds, which builds before seasonal revenue, is largely financed with transitory sources of credit, such as credit lines, trade credit, and commercial paper. Permanent financing is used only moderately to meet seasonal needs. However, both weak credit market conditions and firm-level financial constraints limit the ability of seasonal firms to use debt as transitory financing. These frictions result in a partial shift to permanent financing but reduce the seasonal use of funds overall.     

Investment and Financing Constraints: Evidence from the Funding of Corporate Pension Plans

I exploit sharply nonlinear funding rules for defined benefit pension plans in order to identify the dependence of corporate investment on internal financial resources in a large sample. Capital expenditures decline with mandatory contributions to DB pension plans, even when controlling for correlations between the pension funding status itself and the firm's unobserved investment opportunities. The effect is particularly evident among firms that face financing constraints based on observable variables such as credit ratings. Investment also displays strong negative correlations with the part of mandatory contributions resulting solely from unexpected asset market movements.     

The determinants of firm–bank relationships in Italy: bank ownership type,diversification and multiple banking relationships

This paper investigates the main features of the relationships between banks and non-financial firms in Italy. Based on detailed firm-level data, we analyse the role of firm-level characteristics, decision-making factors and local credit market indicators in shaping various aspects of corporate banking choices. Empirical results show that young and small firms have a higher probability of relationships with local banks, confirming the advantage of local credit institutions in dealing with informationally opaque firms. Large and internationally active firms tend to establish relationships with national and foreign banks, as they are able to provide more complex banking services that are crucial to access foreign markets. Moreover, firms that are more dependent on external financing are more likely to use multiple and differentiated banking relationships, as a way to diversify external financing sources and alleviate credit constraints.     

多重信用评级与债券融资成本——来自中国债券市场的经验证据

本文揭示了多重信用评级的信息生产机制和信用认证机制,排除了“信用评级购买”假说对于多重评级动机的解释,研究发现:多重信用评级有利于降低债券融资成本;相对于不一致的多重信用评级,一致的多重信用评级更有利于降低债券融资成本。在多重信用评级中,相对于评级机构均为“发行人付费”模式,兼有“投资者付费”模式的信用评级更有利于降低债券融资成本。此外,当多重信用评级的评级意见不一致时,平均评级的信息含量最高,即综合不同信用评级所包含的多种信息比任何单一信用评级更加具有信息含量。本研究为我国债券市场双评级制度提供了理论和经验证据的支持,有助于完善多元化信用评级制度和债券市场监管制度,并提示发债企业可以通过多重信用评级向市场传递更多和更具效度的评级信息,以弥补单一信用评级的信息不足和评级结果失准,减少投资者决策的不确定性,从而降低债券融资成本。     

A comparative study of the probability of default for global financial firms

This article presents a modification of Merton’s (1976) ruin option pricing model to estimate the implied probability of default from stock and option market prices. To test the model, we analyze all global financial firms with traded options in the US and focus on the subprime mortgage crisis period. We compare the performance of the implied probability of default from our model to the expected default frequencies based on the Moody’s KMV model and agency credit ratings by constructing cumulative accuracy profiles (CAP) and the receiver operating characteristic (ROC). We find that the probability of default estimates from our model are equal or superior to other credit risk measures studied based on CAP and ROC. In particular, during the subprime crisis our model surpassed credit ratings and matched or exceeded KMV in anticipating the magnitude of the crisis. We have also found some initial evidence that adding off-balance-sheet derivatives exposure improves the performance of the KMV model.     

The Real Effects of Financial Sector Interventions during Crises

We assess the importance of supply‐side credit market frictions by studying the impact of bank recapitalization on firm growth in 50 countries during the recent crisis. Our identification strategy exploits the crisis as a shock to credit supply and combines an exogenous measure of firms’ dependence on external financing with policy interventions aimed at restoring bank capital. We find that the growth of financially dependent firms is disproportionately positively affected by bank recapitalization. This effect is quantitatively important and robust to controlling for other policies. These results provide new evidence of the influence of credit market frictions on economic activity.     

Informed lending as a deterrent to predation

Predatory practices have been rationalized by positing some information problem between entrant firms and their financiers. We argue that an effective way to deter product market predation is to obtain credit from an informed source, who can disentangle a firm’s expected profitability from its realized profits. Bank finance is often seen as a way of obtaining informed financing. We thus offer a rationale for choosing between bank financing and public debt financing based on its implications for competition in the product market.