银行业竞争、融资约束与企业创新——中国工业企业的经验证据

本文将1998-2007年中国工业企业数据、专利申请数据与银监会公布的金融许可证数据相匹配,考察银行业竞争影响企业创新的内在机制。结果发现,竞争的加剧通过缓解企业面临的融资约束,从而提升其创新能力。在弱化内生性问题和一系列稳健性检验后,上述结果仍然稳健。进一步研究发现,外部融资依赖度较高的企业,中小、民营企业,以及位于市场化水平高和法治环境好的地区的企业,银行业竞争通过缓解融资约束促进其创新的效应更加明显。此外,本文还发现股份制银行和城商行的竞争能更好地推动企业创新。因此,建立健全多层次、多元化的金融体系,能有效缓解企业创新的融资困境,激发创新活力。     

Access to financing and firm growth

Why do some firms grow faster than others? Although various observed and unobserved aspects of firms have been suggested as potential drivers of firm heterogeneity, economists disagree sharply on the role of financial structure in influencing firm growth. In this paper, I use a sample of quoted and unquoted firms to show that the effect of financial structure on firm growth is statistically significant and quantitatively important. In the presence of external financing constraints, firms rely more on internal funds to finance growth, but the effect of internal financing on firm growth decreases with an increase in the firm’s access to an external bank credit facility. As the external financing constraint is alleviated, the firm relies less on internal funds and switches to external financing as the primary source of financing for its growth. This pattern of transition between internal and external financing is particularly pronounced in small unquoted firms (conditional on their survival). These results suggest a real effect of financial structure on growth via the channel of an external financing constraint.     

Bank Concentration and Firm Investment: Empirical Evidence from India

This paper investigates the impact of bank concentration on firm-level investment across firm groups classified according to size, investment destination, and debt maturity structure. Using data of 302 manufacturing firms for the period 2000-2009, we show that elevated financial constraints are associated with small and medium-size enterprises and firms that are dependent on short-term debt and exhibit high levels of sensitivity of investment to cash flow. Our empirical finding confirms that bank concentration exerts a positive impact on firms' financial constraints on investment. This effect is more pronounced for small firms and firms dependent on short-term debt. However, our results are indifferent to domestic versus foreign investing firm groups.     

The effect of foreign bank presence on firm entry and exit in transition economies

This study investigates the impact of foreign bank penetration on firm entry in Central and Eastern Europe. Acquisition of domestic banks by foreign investors has lowered rates of firm creation, decreased the average size of entrants, and increased firm exit in industries with greater informational opacity, while entry of greenfield foreign banks appears to have spurred firm creation and exit. We modify the view in earlier studies that informational opacity equates with firm size, defining opacity in terms of technological characteristics for a given industry. We find the economic significance of foreign bank entry is larger for opaque industries than industries with large shares of small firms. The study provides evidence of increased credit constraints for start-ups in Central and Eastern Europe which is consistent with the theoretical proposition that the presence of foreign banks exacerbates informational asymmetries.     

Does bank competition alleviate credit constraints in developing countries?

Whether competition helps or hinders firms’ access to finance, particularly in the developing world, is in itself a much debated question in the economic literature and in policy circles. This paper considers the consequences of bank competition on credit constraints using firm level data covering 69 developing and emerging countries. In addition to the classical concentration measure, competition is assessed by computing three non-structural measures (Boone indicator, Lerner index and H-statistic). The results show that bank competition alleviates credit constraints and that bank concentration measure is not a robust predictor of a firm’s access to finance. The study highlights that bank competition not only leads to less severe loan approval decisions but also reduces borrower discouragement.     

Offshore operations and bank loan contracting: Evidence from firms that set up subsidiaries in offshore financial centers

We examine the effects of a multinational firm's subsidiary operations in offshore financial centers (OFCs) on bank loan contracting terms. Using a propensity score matched cross-country sample of firms with and without OFC subsidiaries, we find that firms with OFC subsidiaries receive less favorable loan terms than firms without OFC subsidiaries. The results from a difference-in-differences analysis and an analysis of a firm's mutation from a non-OFC firm to an OFC firm support the causal effect of offshore operations on the unfavorable loan terms. Furthermore, focusing on firms with OFC subsidiaries, we find that the intensity of offshore operations affects loan terms unfavorably. We also find that the unfavorable effect is more pronounced for more opaque firms and for firms that are headquartered in countries or jurisdictions with weaker legal enforcement. Our findings indicate that banks view offshore operations of borrowers as a credit risk-increasing factor.     

The 2007–2009 financial crisis and bank opaqueness

Doubts about the accuracy with which outside investors can assess a banking firm’s value motivate many government interventions in the banking market. Although the available empirical evidence is somewhat mixed, the recent financial crisis has reinforced a common assessment that banks are unusually opaque. This paper examines bank equity’s trading characteristics during “normal” periods and two “crisis” periods between 1993 and 2009. We find only limited (mixed) evidence that banks are unusually opaque during normal periods. However, consistent with theory, crises raise the adverse selection costs of trading bank shares relative to those of nonbank control firms. A bank’s balance sheet composition significantly affects its equity opacity, but we cannot detect specific balance sheet categories that have robust effects.     

融资约束与中国企业的进口行为

本文采用贸易四元边际的分析框架,实证分析了融资约束对企业进口行为的影响,并对比了非金融危机、金融危机背景下融资约束对企业进口行为影响的差异性。主要发现:(1)融资约束对企业进口决策存在显著的抑制作用,融资约束会显著抑制企业的进口行为,包括进口规模、进口来源国数量、进口产品种类。(2)相对于外资企业,内资企业的进口行为更容易受融资约束的影响;相对于一般贸易,企业的加工贸易进口更容易受融资约束的影响;相对于只进口的企业,同时具有进口和出口行为的企业更容易受到融资约束的影响。另外,不同行业的企业、不同地区的企业受融资约束的影响也具有较大的差异。(3)不同的外部金融环境导致融资约束对企业进口行为的影响存在显著差异。金融危机导致企业的进口行为对融资约束表现出更强的敏感性,高融资约束企业与低融资约束企业在进口四元边际上的差距被进一步拉大。     

Does environmental labeling exacerbate heavily polluting firms’ financial constraints? Evidence from China

The Chinese Ministry of Environmental Protection has enacted an environmental policy that restricts the investment activities of heavily polluting firms by increasing their financial constraints. In this paper, we examine the impact of environmental labeling on firms’ financial constraints. We document that the financial constraints of heavily polluting firms increase more than those of other firms after the issuance of environmental labeling. The debt and equity financing channels of heavily polluting firms are restricted, with smaller bank loans and less equity issuance in the future. The effect is stronger in firms that make a smaller contribution to the local government’s gross domestic product, receive greater media coverage, and are located in heavily polluted provinces. The environmental regulation is effective in increasing the environmentally friendly practices and decreasing the performance growth of heavily polluting firms. Our findings not only contribute to the growing literature on the factors influencing financial constraints, identifying the effects of non-monetary factors on financial constraints, but also provide more evidence for the underlying mechanism of efficient environmental policy. Our results also provide practical suggestions for investors and institutions on evaluating firms and for regulatory authorities on further implementing environmental policy.     

Bank soundness and bank lending to new firms during the global financial crisis

This paper examines how the soundness of financial institutions affected bank lending to new firms during the 2008 financial crisis by using a unique firm–bank match‐level dataset of 1,467 unlisted small and medium‐sized enterprises incorporated in Japan. We employ a within‐firm estimator that can control for unobserved firms’ demand for credit through firm ? time fixed effects. The major findings of this paper are the following four points. First, sounder financial institutions may be generally less likely to provide financing to new firms. Second, our results suggest that sounder financial institutions were less likely to provide loans to new firms during the 2008 financial crisis. Third, financial institutions were less likely to provide financing to new firms during such crisis as compared to those with the same soundness during non‐crisis periods. Finally, such lending relationships to new firms that are established during the financial crisis by sounder financial institutions are more likely to be continued than such lending by less sound financial institutions.     

Spillover effects of banking systemic risk on firms in China: A financial cycle analysis

This paper investigates the spillover effects of banking sector risk on firms in China and explores the risk transmission channels from the perspective of financial cycle. We use the banking risk-taking and systemic risk as the proxies of financial booms and busts. Our study yields four main findings. First, the banking risk-taking reduces firm risk in financial booms. Higher financing costs and constraints, larger firm size and financing scale, and state ownership inhibit the spillover effects. Second, the banking systemic risk increases firm risk during financial busts. Higher financing costs and constraints, larger firm size and financing scale, and state ownership facilitate the spillover effects. Third, the magnitudes of banking risk spillovers vary across industries, and this effect is more pronounced in the manufacturing industry. Fourth, bank risk-taking affects firm risk differently through various channels in different leading periods. When leading 1 to 3quarters, banking risk-taking reduces firm risk, and channel variables inhibit the spillover effects. However, when leading 4 to 8 quarters, the rising bank risk-taking eventually increases firm risk, and channel variables amplify its spillover effects. Our study offers important policy implications for risk assessment and mitigation in the Chinese loan market.     

Bank Consolidation, Internationalization, and Conglomeration: Trends and Implications for Financial Risk

This paper documents trends in bank activity, consolidation, internationalization, and financial firm conglomeration with data on more than 100 countries, and explores the extent to which financial firm risk and systemic risk potential in banking are related to consolidation and conglomeration. The relationship between consolidation, conglomeration and financial risk is documented using financial data on the largest 500 financial firms worldwide and on large banks in about 90 countries. We find that (a) large conglomerate firms did not exhibit levels of risk‐taking lower than smaller and specialized firms in 1995, while they exhibited higher levels of risk‐taking in 2000; (b) highly concentrated banking systems exhibited levels of systemic risk potential higher than less concentrated systems during the 1993–2000 period, and this relationship has strengthened during the 1997–2000 period. We outline research directions aimed at explaining why bank consolidation and conglomeration may not necessarily yield either safer financial firms or more resilient banking systems.     

Coinsurance effect and bank lines of credit

The coinsurance effect hypothesis predicts that firm diversification reduces financial constraints through imperfectly correlated cash flows among segments. We empirically test the hypothesis by studying the relation between coinsurance effect and bank lines of credit. We find that coinsurance effect is associated with a higher availability of bank lines of credit, and that diversified firms hold a higher level of bank lines of credit if they have higher investment opportunities and if they are bank-dependent. We find that diversified firms hold a higher fraction of corporate liquidity in the form of bank lines of credit due to the coinsurance effect. The findings are consistent with the coinsurance effect hypothesis and contribute to the debate on the value consequence of firm diversification by disclosing a specific channel through which firm diversification affects financial constraints.     

The effect of government quality on corporate cash holdings

We use China as a laboratory to test the effect of government quality on cash holdings. We build on, and extend, the existing literature on government expropriation and its interaction with firm-level agency problems by proposing a financial constraint mitigation argument. We find that firms hold less cash when local government quality is high, which is not consistent with the state expropriation argument, but supports the financial constraint mitigation argument. A good government lowers the investment sensitivity to cash flows and cash sensitivity to cash flows, decreases cash holdings more significantly in private firms, and improves access to bank and trade credit financing. We also test and find support for Stulz's (2005) model on the interaction between government and firm agency problems.     

How do firms overcome financial constraint anxiety to survive in the market? Evidence from large manufacturing data

In so far as financial constraints affect firm performance, they may expose firms to survival risks. Using a large panel of Chinese firms observed from 1998 to 2013, I analyse the causal relationship between firm survival and financial constraints and how firm performance impacts this relationship. I find that financial constraints play an important role in influencing firm survival. Moreover, financial constraints are the mechanism underlying the relationship between firm performance and survival, and productive and profitable firms can alleviate financial constraints. Privately owned and foreign-owned firms with more leverage face more difficulties surviving in the market; however, state-owned enterprises with more leverage can ease their financial limitations. Finally, I provide evidence that high dependency and high coverage ratios can facilitate firms' survival through alleviating financial constraints.     

Does banking deregulation affect accounting conservatism?

This study examines the effect of banking competition on borrowing firms’ conditional accounting conservatism (i.e., asymmetric timely loss recognition). The context of the study is the staggered passage of the Interstate Banking and Branching Efficiency Act (IBBEA), the deregulation that permits banks to establish branches across state lines and increases bank competition. I find that firms report less conservatively after the passage of the IBBEA in their headquarter states. The effect on conditional conservatism is stronger for firms in states with a greater increase in competition among banks, firms that are more likely to borrow from in-state banks, firms with greater financial constraint, and firms subject to less external monitoring. Additional tests confirm that the decline in conditional conservatism is observed only after the adoption of IBBEA and lasts for two years. The findings indicate that banks tend to “lowball” borrowers when competition arises by relaxing their demand for conservative reporting. Overall, this study highlights the unintended impacts of banking competition on borrowing firms’ financial reporting.     

How does greater bank competition affect borrower screening? Evidence from China's WTO entry

We analyze the relationship between greater bank competition and the screening of potential borrowers. Using a large sample of Chinese private firms and China's entry into the WTO as a unique setting leading to greater bank competition, we find the following. First, the sensitivity of bank credit to prior borrowing-firm performance increases after China's WTO entry. This sensitivity increase is greater in more bank-dependent industries and smaller in Chinese regions with greater financial sector development. Second, the increase in the sensitivity of bank credit to firm performance is much greater for state-owned firms compared to private firms. Third, the effect of bank credit on subsequent firm productivity and performance is greater for loans given after China's WTO entry compared to those given prior to WTO entry. Overall, the results of our empirical analysis suggest that the stringency of bank screening of borrowers in China increased with greater banking sector competition.     

银行业竞争、创新资源配置和企业创新产出——基于中国工业企业的经验证据

本文利用城市级商业银行分支机构数据,结合中国工业企业数据和企业专利数据,实证分析银行业竞争对中国企业创新产出的影响。研究发现,竞争性的银行业市场结构显著促进了企业创新产出,对非国有企业和中小企业尤为显著。进一步地,本文基于资源配置角度,从新进入企业和在位企业双重视角探讨银行业竞争影响企业创新产出的作用途径。检验发现,银行业竞争提高条件下,更多的高效率企业进入创新部门,更多的高效率在位企业增加创新投入,且上述影响在非国有企业和中小企业中更为明显。本文检验结果显示,银行业竞争能提高银行对高效率企业的信贷支持,优化企业之间创新资源配置,并通过引导高效率非国有企业和中小企业增加创新投入而推动整体层面的创新产出。本文拓展了银行业竞争对企业创新的微观影响研究,为制定基于创新驱动的金融发展政策提供新思路。     

Location and lease intensity

U.S. firms lease assets extensively. We find that, during 1980–2011, the average U.S. firm has a lease intensity of about 40%. Or, the average firm has present and future (up to five years) rent commitments equal to 16.6% of their total assets. We investigate whether agency costs between the lessor and the lessee affect the lease intensity of firms. To do so, we examine the impact of firms' location on the use of operating leases. The main idea of our paper is that, because obtaining information and monitoring is costly for potential lessors, especially when a lessee is relatively far away from financial centers, rural firms are less likely to use operating leases. Consistent with this hypothesis, we show that rural firms tend to have lower lease intensities than similar urban and small city firms. In addition, we find that firms with higher levels of debt capacity lease less and firms that face more financial constraint lease more. Our findings are robust to industry and lease maturity controls and consistent with the existence of an agency problem associated with leasing.     

银行竞争提高了企业投资水平和资源配置效率吗？——基于分支机构空间分布的研究

银行贷款是我国企业融资的重要方式,在企业生产经营中发挥着举足轻重的作用。2006年和2009年,我国先后两次放松了商业银行分支机构市场准入规制,银行分支机构空间分布发生了较大变化,银行竞争水平和服务实体经济能力明显提升。本文利用2001-2012年国家统计局工业企业数据,以企业周边银行分支机构的数量衡量银行竞争水平,研究银行竞争对企业投资的影响。研究发现,银行分支机构数量的增加显著提高了企业投资水平和投资效率。进一步研究表明,银行分支机构数量增加对企业投资效率的提升作用主要表现在投资不足的企业和非国有企业中,企业融资约束降低和代理冲突减弱是银行竞争提高企业投资效率的主要原因。本研究拓展了银行竞争以及企业投资和资源配置效率的相关文献,对供给侧结构性改革和银行业高质量发展具有启示意义。