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Determining threshold default risk criterion for trade credit granting
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作者 Shi, Xiaojun Zheng, Haitao 《Journal of Southeast University(English Edition)》 EI CAS 2008年第S1期49-53,共5页
To solve the problem of setting threshold default risk criterion to select retailer eligible for trade credit granting, a novel method of solving simultaneous equations is proposed. This method is based on the bilevel... To solve the problem of setting threshold default risk criterion to select retailer eligible for trade credit granting, a novel method of solving simultaneous equations is proposed. This method is based on the bilevel programming modeling of trade credit decisions as an interaction between supplier and retailer. First, the bilevel programming is set up where the supplier decides on credit terms at the top level considering a retailer's default risk, and the retailer determines the order quantity at the lower level in response to the credit terms offered. By solving this bilevel programming, the relationship between the optimal terms and the corresponding default risk can be derived. Second, set the extreme scenario where the threshold default risk is approached as the point causing a zero marginal profit to the supplier. Another equation describing this particular scenario can also be derived. Thus, a system of two equations with two unknown variables can be obtained where the exact threshold default risk criterion can be found by solving them. A numerical example is presented as an illustration of the method proposed. It shows that the threshold criterion can be uniquely determined when the financial costs, inventory costs, and the marketing parameters of supplier and buyer are specified. 展开更多
关键词 trade credit credit term threshold default risk
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The Default Risk Management in Financial Institutions: Case of the Credit Risk in Lebanese MFIs
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作者 Riad Makdessi Selim Mekdessi 《Economics World》 2014年第2期112-123,共12页
In Lebanon, as in some countries, the major financial institutions in the economy experienced by the country in the aftermath of independence were banks and insurance companies. However, the operation of these financi... In Lebanon, as in some countries, the major financial institutions in the economy experienced by the country in the aftermath of independence were banks and insurance companies. However, the operation of these financial institutions obeys to some requirements that are not often likely to allow economic agents with low purchasing power to obtain the necessary funds to finance their production activities. Microfinance therefore comes in as the beginning of seeking effective market oriented solutions to the provision of substantial and effective financial resource for poor groups of people who do not have access to financial service from formal government and private financial institution. Microfinance Institutions (MFIs) are created for a social and sometimes non-profit objective. In Lebanon, many limitations hinder the development of MFIs including the lack of regulations, economic conditions, insecurity, political conflict, financial resources, and the risk of interest rates. Microfinance in Lebanon saw the light during the 1975-1990 Civil War through programs of charitable and community organizations, and really started to develop only in the second half of the 1990s. Capping interest rates may affect the access of poor people to financial services. The problem is that the granting of very small loans involves inevitably higher administrative costs than those offered by traditional bank loans. Therefore, MFIs that seek profitability should have higher interest rates than those charged by traditional banks. By providing money to poor people, how do MFIs in Lebanon reduce the credit risk? This theme's treatment requires a qualitative analysis development. Indeed, after the selection of a representative sample, semi-structured interviews were done with the MFIs managers, and several researches done on this topic were analyzed. The data obtained from the above are treated by the triangulation of different data and the interviews analysis by the method of discourse content analysis. In addition, a literature review was done through scientific journals, books, newspapers, and websites. 展开更多
关键词 default risk MICROFINANCE MFIS credit risk Lebanese MFIs
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Supply-Side Structural Reform, Digital Economy and Corporate Default Risk
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作者 Xiaojie Jiang 《Open Journal of Applied Sciences》 2023年第7期987-1004,共18页
In recent years, a lot of corporate defaults have had an impact on the capital market. How to prevent corporate default risks has become an important topic of concern for the academic community, enterprises and the go... In recent years, a lot of corporate defaults have had an impact on the capital market. How to prevent corporate default risks has become an important topic of concern for the academic community, enterprises and the government. We took China’s A-share listed companies from 2012 to 2018 as a sample, and used the double difference method to analyze the impact of supply-side structural reforms on corporate default risks. We found that supply-side structural reforms have reduced the risk of corporate default, and the inhibitory effect has gradually increased. In the relationship between supply-side structural reforms and corporate default risks, corporate financing capabilities have played an intermediary role. Supply-side structural reforms can improve the company’s endogenous financing capabilities, thereby reducing the risk of corporate default. However, we also found that the mediating effect of a company’s exogenous financing capability is not significant. At the same time, the regression results show that the digital economy can play a regulatory role. It can not only actively regulate the relationship between supply-side structural reforms and corporate default risks, but also mediate the mediating effect of corporate endogenous financing capabilities. The results of this article provide some evidence for the synergy between supply-side structural reforms and the digital economy. 展开更多
关键词 Supply-Side Structural Reform default risk Endogenous Financing Exogenous Financing Digital Economy
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Research on the Debt Default Risk of Guangyi Technology
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作者 Chengzhe Niu Juan Zhao 《Proceedings of Business and Economic Studies》 2021年第5期17-23,共7页
In the process of production and operation,the funds held by enterprises often do not meet the needs of the expanding production scale,so enterprises usually obtain the required funds by borrowing.However,the financin... In the process of production and operation,the funds held by enterprises often do not meet the needs of the expanding production scale,so enterprises usually obtain the required funds by borrowing.However,the financing mode of enterprises is not only limited to borrowing from banks or other financial institutions.With the rapid economic development and the continuous activity of the capital market,the bond market has gradually become an important channel for enterprise financing⑴,In order to improve the layout of the industrial chain,Guangyi Technology has carried out continuous mergers and acquisitions(M&A)since 2013.Due to its limited funds,Guangyi Technology acquired a large amount of funds required for M&A by means of equity pledge.However,the copyright cloud project invested in M&A in the early stage did not achieve the expected results,leading to a frequent breach of equity pledge,which evolved into debt defaults.Therefore,this article takes Guangyi Technology as the research subject and puts forward relevant avoidance suggestions through the evaluation of its debt default risk. 展开更多
关键词 Debt default default risk risk management
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Valuation of Credit Default Swap with Counterparty Default Risk by Structural Model
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作者 Jin Liang Peng Zhou +1 位作者 Yujing Zhou Junmei Ma 《Applied Mathematics》 2011年第1期106-117,共12页
This paper provides a methodology for valuing a credit default swap (CDS) with considering a counterparty default risk. Using a structural framework, we study the correlation of the reference entity and the counterpar... This paper provides a methodology for valuing a credit default swap (CDS) with considering a counterparty default risk. Using a structural framework, we study the correlation of the reference entity and the counterparty through the joint distribution of them. The default event discussed in our model is associated to whether the minimum value of the companies in stochastic processes has reached their thresholds (default barriers). The joint probability of minimums of correlated Brownian motions solves the backward Kolmogorov equation, which is a two dimensional partial differential equation. A closed pricing formula is obtained. Numerical methodology, parameter analysis and calculation examples are implemented. 展开更多
关键词 CDS SPREAD Counterparty default risk Structural Model PDE Method MONTE Carlo Calculation
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China's Low Interest Rate Environment and Corporate Default Risk
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作者 Wenli Lu Shengrong Lu 《China & World Economy》 2025年第6期246-278,共33页
Low interest rates are a prominent feature of China's current financial landscape.Using panel data on Chinese listed companies from 2016 to 2023 and a difference-in-differences model,this study showed that low int... Low interest rates are a prominent feature of China's current financial landscape.Using panel data on Chinese listed companies from 2016 to 2023 and a difference-in-differences model,this study showed that low interest rates can exacerbate corporate default risk,particularly among highly leveraged,highly financialized,and zombie firms.In such an environment,firms hold less cash and display higher levels of excessive debt and overinvestment,both of which can increase default risk significantly.The study further examined the role of macro-prudential policies in mitigating risks arising from accommodative monetary policy and confirmed the effectiveness of regulation targeting the lending supply side.These findings provide empirical evidence of the adverse effects of China's low interest rate environment and offer insights into the development of enterprise risks and the implementation of preventive measures. 展开更多
关键词 default risk excessive debt low interest rates monetary policy OVERINVESTMENT
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Top management turnover and firm default risk:Evidence from the Chinese securities market 被引量:8
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作者 Wei Ting 《China Journal of Accounting Research》 2011年第Z1期81-89,共9页
China has moved rapidly from a socialist planned economy to a market economy.As a result,many enterprises in China are seeking talented top management to increase their performance and decrease their default risk.Stud... China has moved rapidly from a socialist planned economy to a market economy.As a result,many enterprises in China are seeking talented top management to increase their performance and decrease their default risk.Studies abound regarding top management turnover and its relationship with firm performance,however,few studies have connected top management turnover with firm default risk.In China,a market with extensive financial fraud,firm default risk is an important factor and thus we explore this relationship in the Chinese securities market.Our results indicate that firms with higher default risk are more likely to change their top management in the next financial reporting period.In addition,following changes in top management,such firms default less than other companies. 展开更多
关键词 Top management turnover Firm default risk Chinese securities market
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COVID‑19 pandemic risk and probability of loan default:evidence from marketplace lending market 被引量:1
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作者 Asror Nigmonov Syed Shams 《Financial Innovation》 2021年第1期1967-1994,共28页
As the COVID-19 pandemic adversely affects the financial markets,a better understanding of the lending dynamics of a successful marketplace is necessary under the conditions of financial distress.Using the loan book d... As the COVID-19 pandemic adversely affects the financial markets,a better understanding of the lending dynamics of a successful marketplace is necessary under the conditions of financial distress.Using the loan book database of Mintos(Latvia)and employing logit regression method,we provide evidence of the pandemic-induced exposure to default risk in the marketplace lending market.Our analysis indicates that the probability of default increases from 0.056 in the pre-pandemic period to 0.079 in the post-pandemic period.COVID-19 pandemic has a significant impact on default risk during May and June of 2020.We also find that the magnitude of the impact of COVID-19 risk is higher for borrowers with lower credit ratings and in countries with low levels of FinTech adoption.Our main findings are robust to sample selection bias allowing for a better understanding of and quantifying risks related to FinTech loans during the pandemic and periods of overall economic distress. 展开更多
关键词 Peer-to-peer lending COVID-19 CORONAVIRUS default risk Marketplace lending PANDEMIC FinTech Shadow banking
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Binomial Tree Pricing Model of Convertible Bond with Default Risk
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《Journal of Systems Science and Information》 2006年第2期395-400,共6页
In this paper we use a binomial tree to price convertible bond with default risk. A new way about pricing convertible bonds is proposed, which belongs to the deduced form approach. Firstly an inhomogeneous Possion pro... In this paper we use a binomial tree to price convertible bond with default risk. A new way about pricing convertible bonds is proposed, which belongs to the deduced form approach. Firstly an inhomogeneous Possion process is used to describe default event and definition of default time. Secondly we combine the stock binomial tree with default intensity and obtain a new tree, then convertible bonds are priced according to the combined tree. It is worth pointing out that the model have following characters: simple, intuitive and having the strong ability to combine other items in convertible bonds' indenture. 展开更多
关键词 convertible bond binomial tree default risk price model possion process
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Pricing Credit Default Swap with Contagious Risk and Simulation 被引量:1
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作者 郝瑞丽 张金清 +1 位作者 刘永辉 胡周红 《Journal of Shanghai Jiaotong university(Science)》 EI 2016年第1期57-62,共6页
This paper mainly studies the pricing of credit default swap(CDS) with the loan as the reference asset,and gives a model based on the obtained conclusions. In the contract of CDS, we consider that the default of the p... This paper mainly studies the pricing of credit default swap(CDS) with the loan as the reference asset,and gives a model based on the obtained conclusions. In the contract of CDS, we consider that the default of the protection's seller is correlated with the stochastic interest rate following Vasicek model and the default state of the reference firm. We give the pricing formula of CDS and analyze the effect of the contagious risk between the counterparties on the pricing of CDS. 展开更多
关键词 CREDIT default swap(CDS) contagious risk Vasicek INTEREST rate
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Analysis on Risk Prevention Mechanism for Farmers' Default in Small Amount Credit
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作者 ZHANG Jiao-jiao School of Economics and Management, Nanyang Normal University, Nanyang 473061, China 《Asian Agricultural Research》 2011年第12期65-68,共4页
Through analysis, it is believed that major reasons for default risks in operation of small amount credit include low management level and vacancy of normative system, vacancy of risk sharing mechanism, rating distort... Through analysis, it is believed that major reasons for default risks in operation of small amount credit include low management level and vacancy of normative system, vacancy of risk sharing mechanism, rating distortion due to imperfect credit investigation system, and uncertainty of borrower's credit. On the basis of these, static and dynamic models are established to analyze the prevention mechanism for default risk in small amount credit. It is concluded that we must establish a restriction mechanism during operation of small amount credit as long as three values increase, namely, N (potential loss of bad credit record due to farmers' default), Q (probability of successful recovery by small amount credit institution), and S (cost of small amount credit institution punishing farmers after successful recovery). Finally, following countermeasures and suggestions are put forward: perfect laws and regulations and credit reward and punishment mechanism for risk management of small amount credit; bring into play proper function of loan officer in small amount credit practice; widely promote rural "Group Credit Union" system. 展开更多
关键词 FARMERS default risk SMALL AMOUNT CREDIT Compariso
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The pricing of perpetual convertible bond with credit risk 被引量:1
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作者 WANG Le-le BIAN Bao-jun Department of Mathematics, Tongji University, Shanghai 200092, China 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2010年第3期277-290,共14页
Convertible bond gives holder the right to choose a conversion strategy to maximize the bond value, and issuer also has the right to minimize the bond value in order to maximize equity value. When there is default occ... Convertible bond gives holder the right to choose a conversion strategy to maximize the bond value, and issuer also has the right to minimize the bond value in order to maximize equity value. When there is default occurring, conversion and calling strategies are invalid. In the framework of reduced form model, we reduce the price of convertible bond to variational inequalities, and the coefficients of variational inequalities are unbounded at the original point. Then the existence and uniqueness of variational inequality are proven. Finally, we prove that the conversion area, the calling area and the holding area are connected subsets of the state space. 展开更多
关键词 Convertible bond default risk optimal stopping problem variational inequality free boundary.
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基于行业特性的多元系统风险因子CreditRisk+模型 被引量:11
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作者 彭建刚 吕志华 《中国管理科学》 CSSCI 北大核心 2009年第3期56-64,共9页
本文提出了基于行业特性的多元系统风险因子CreditRisk+模型。假设行业风险因子之间相互独立是原CreditRisk+模型存在的不足,随后试图对其进行修正的单因子模型、复合Gamma CreditRisk+模型和两阶段CreditRisk+模型仍存在问题。本文在... 本文提出了基于行业特性的多元系统风险因子CreditRisk+模型。假设行业风险因子之间相互独立是原CreditRisk+模型存在的不足,随后试图对其进行修正的单因子模型、复合Gamma CreditRisk+模型和两阶段CreditRisk+模型仍存在问题。本文在引入多元系统风险因子的基础上,将行业风险因子的形参数表示为系统风险因子的线性组合与一反映该行业风险因子内在特性的参数之积,对原CreditRisk+模型行业风险因子相关性进行了拓展,使得拓展后的基于行业特性的多元系统风险因子CreditRisk+模型解决了两阶段CreditRisk+模型忽视行业风险因子自身特性这一缺陷,将系统和行业两重风险因子有机地结合起来;新模型能够将一般情形的行业风险因子协方差矩阵纳入该模型框架内,从而克服了复合Gamma CreditRisk+模型要求行业风险因子之间的协方差必须相等的缺陷。本文证明了原CreditRisk+模型、复合Gamma CreditRisk+模型和两阶段CreditRisk+模型都只是新模型的极端情形,这些情形难以将行业风险因子协方差矩阵很好地纳入模型框架内,从而影响贷款组合非预期损失计算的精度。 展开更多
关键词 CREDITrisk+模型 违约相关性 行业特性 多元系统风险因子
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CreditRisk+模型采用Poisson分布所产生的经济资本计量误差分析 被引量:6
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作者 吕志华 彭建刚 《管理评论》 CSSCI 北大核心 2011年第1期33-40,共8页
本文对CreditRisk+模型采用Poisson分布近似债务人违约事件分布这一关键步骤进行系统研究。首先分析了Poisson分布在CreditRisk+模型中的作用,并从理论上证明了采用Poisson分布作为债务人违约事件分布的近似,会导致CreditRisk+模型计算... 本文对CreditRisk+模型采用Poisson分布近似债务人违约事件分布这一关键步骤进行系统研究。首先分析了Poisson分布在CreditRisk+模型中的作用,并从理论上证明了采用Poisson分布作为债务人违约事件分布的近似,会导致CreditRisk+模型计算出来的经济资本高估贷款组合的实际风险水平;然后以债务人违约事件服从两点分布并采用蒙特卡罗模拟计算出来的经济资本为参照值,对债务人违约概率的大小与这一近似所引起的经济资本计量误差率进行了敏感性试验,发现为将这一近似所引起的误差率控制在10%的范围内,债务人违约概率的取值不应超过0.2。 展开更多
关键词 CREDITrisk+模型 信用风险 POISSON分布 经济资本 违约概率
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Adverse selection,loan access and default behavior in the Chilean consumer debt market
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作者 Carlos Madeira 《Financial Innovation》 2023年第1期1566-1594,共29页
Why do households use different types of loans?Which factors cause borrowers to default?Using a comprehensive survey dataset from Chile,I estimate a partial information model of consumer debt access,lender choice,loan... Why do households use different types of loans?Which factors cause borrowers to default?Using a comprehensive survey dataset from Chile,I estimate a partial information model of consumer debt access,lender choice,loan amount and default.The model consists of a first-stage multinomial logit that explains the choice across the five loan types,plus the options of no access to debt due to credit constraints and a no wish for consumer debt.In the second and third stages,the model assumes a log-linear regression of the debt amount and a logit regression of the default behavior,accounting for the loan type selection probability.Identification is obtained using factors measured at different time periods for the default and the loan type choices.I find that households choose different lenders based on income,education and labor risks.Higher income and education decrease the probability of credit constraints,while increasing bank lending and debt amounts.Unemployment risk and household size increase the chances of all the loan types;however,unemployment decreases the debt amount.Age and wage volatility reduce the probability of all loans.Default decreases with income,education and age,whereas it increases with indebtedness,unemployment,household size,health shocks,and paying previous loans.Counterfactual exercises demonstrate that pension reform,higher requirements for borrowers’capacities,and financial literacy programs could substantially reduce default risk.Financial literacy could greatly reduce arrears,households with credit constraints,the number of debtors and the aggregate debt amounts,especially for non-bank lending.Highlights Chilean borrowers present heterogeneous adverse selection across lender types.No Debt Access decreases with income,age,education,but it increases with risk.Default is associated with income,unemployment,indebtedness and demographics.Paying past loans and health needs are associated with indebtedness and default.Financial literacy programs may be a powerful policy to improve the debt market. 展开更多
关键词 Consumer credit default risk UNEMPLOYMENT Financial literacy Adverse selection Credit constraints
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Empirical Study on Credit Risk of Our Listed Company Based on KMV Model 被引量:4
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作者 Liang Lin Ting Lou Ni Zhan 《Applied Mathematics》 2014年第13期2098-2106,共9页
KMV model is one of the most important credit risk evaluation models in the world. It uses B-S option pricing and Morton formula based on the market value and volatility of the company’s equity, debt maturities, risk... KMV model is one of the most important credit risk evaluation models in the world. It uses B-S option pricing and Morton formula based on the market value and volatility of the company’s equity, debt maturities, risk-free interest rates and the book value of liabilities to estimate the market value of the company’s assets and the volatility of the asset value. In this paper, based on the theory of KMV model, we can derive the listed company’s default rate, and assess credit risk. And the result is reasonable. 展开更多
关键词 KMV Model CREDIT risk default Point
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Contingent convertible lease modeling and credit risk management 被引量:1
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作者 Ons Triki Fathi Abid 《Financial Innovation》 2022年第1期2382-2410,共29页
The main objective of this study is to determine a lease agreement to finance an investment project and a solution for managing credit risk.This study investigates three types of contingent leases to reduce the costs ... The main objective of this study is to determine a lease agreement to finance an investment project and a solution for managing credit risk.This study investigates three types of contingent leases to reduce the costs associated with bankruptcy and compensate for the lessor’s position.A leasing defaultable contract allows the lessor to obtain the rent that will be recovered if the lessee defaults.A leasing convertible contract can be automatically converted into shares when certain default conditions related to the cash flows generated by the firm are met.These conditions are triggered by the ratio of the firm’s value and leasing payments.A Defaultable-Convertible-Leasing contract with a payback option grants the lessor the right but not the obligation to convert the remaining lease payments into stocks or to break up the contract and pick up the rented equipment when the firm reaches the default threshold.These contracts are motivated by contributing to the range of risk-management strategies by adding more flexibility to standard leasing contracts and contingent rents.Closed-form securities pricing solutions are set forward in a dynamic model for firms with existing assets and a growth option financed by shares and a contingent lease.Risk-neutral pricing theory and the backward induction method are used to determine the pricing of corporate securities.Numerical analysis shows that leasing convertible contracts and defaultable-convertible contracts with payback options impact the service value of the leased asset,maturity,and inefficiencies resulting from insolvency and asset substitution.An optimal conversion rate reduces inefficiencies,thus making the leasing convertible contract and defaultable-convertible-leasing contract with payback option a reliable solution to ensure business continuity and loss coverage of the leasers upon default. 展开更多
关键词 Contingent convertible lease Growth option risk of default Asset pricing Stochastic process
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监管处罚的威慑效应研究:来自债券评级机构的经验证据 被引量:2
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作者 张新民 丁璇 杨道广 《管理评论》 北大核心 2025年第3期17-27,共11页
中国债券市场中,政府监管是维护债券市场有序发展的基础力量,是诸多债券市场发展影响因素背后的顶层基础。本文利用2014—2021年中国上市公司所发行的中期票据、公司债、企业债样本,考察了监管处罚事件对信用评级机构债券评级行为的影... 中国债券市场中,政府监管是维护债券市场有序发展的基础力量,是诸多债券市场发展影响因素背后的顶层基础。本文利用2014—2021年中国上市公司所发行的中期票据、公司债、企业债样本,考察了监管处罚事件对信用评级机构债券评级行为的影响。研究发现:信用评级机构经历监管处罚事件后,债券信用评级水平显著下降,即监管处罚存在“威慑效应”;进一步,该效应对非国有信用评级机构、信息环境较差的发债企业更为显著,而警告处罚和银行间交易商协会处罚并不会产生“威慑效应”。考察“威慑效应”的经济后果,发现监管处罚虽增加了信用评级机构的第二类错误,但减少了第一类错误和总体评级误差,表明“威慑效应”虽导致评级机构过于谨慎,但总体上提高了评级准确性;此外,监管处罚显著增加了债券信用评级信息含量,并改善了债券信用评级与企业违约风险之间的错配性。动态检验结果表明,监管处罚的“威慑效应”的确存在,但并不持续,是短期的。本文对信用评级机构改善债券评级行为和债券市场监管机构完善监管治理措施具有重要启示意义。 展开更多
关键词 监管处罚 信用评级 评级质量 违约风险
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Model of counterparty risk with geometric attenuation and valuation of CDS
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作者 Bai Yunfen1,2 Hu Xinhua3,4 Ye Zhongxing1(1 Department of Mathematics, Shanghai Jiaotong University, Shanghai 200240, China)(2 Department of Mathematics, Shijiazhuang College, Shijiazhuang 050035, China)(3 Guanghua Institute of Management, Peking University, Beijing 100032, China)(4 Postdoctoral Workstation of ICBC, Beijing 100036, China) 《Journal of Southeast University(English Edition)》 EI CAS 2008年第S1期196-198,共3页
To investigate the impact of microstructure interdependency of a counterparty explicitly, a geometric function is introduced in one firm's default intensity to reflect the attenuation behavior of the impact of its... To investigate the impact of microstructure interdependency of a counterparty explicitly, a geometric function is introduced in one firm's default intensity to reflect the attenuation behavior of the impact of its counterparty firm's default. The general joint distribution and marginal distributions of default times are derived by employing the change of measure. The fair premium of a vanilla CDS (credit default swap) is obtained in continuous and discrete contexts, respectively. The swap premium in a discrete context is similar to the accumulated interest during the period between two payment days, and the short rate is the swap rate in a continuous context. 展开更多
关键词 counterparty risk dependent default attenuation function change of measure credit default swap
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数字技术创新对企业违约风险的影响研究 被引量:1
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作者 周小渝 周建军 《财经理论与实践》 北大核心 2025年第2期139-144,共6页
基于2009—2022年中国沪深A股上市公司数据,采用面板固定效应模型,考量数字技术创新对企业违约风险的影响。结果显示,数字技术创新主要通过治理效应和信息效应显著降低企业违约风险,且在非高科技行业以及处于成长期和成熟期的企业中更... 基于2009—2022年中国沪深A股上市公司数据,采用面板固定效应模型,考量数字技术创新对企业违约风险的影响。结果显示,数字技术创新主要通过治理效应和信息效应显著降低企业违约风险,且在非高科技行业以及处于成长期和成熟期的企业中更为明显。鉴于此,建议加大对企业数字技术创新的支持力度,有效降低企业违约风险,增强金融经济体系韧性,推动经济平稳健康发展。 展开更多
关键词 数字技术创新 违约风险 治理效应 信息效应
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