银行不良贷款违约损失率结构特征研究

本文对中国银行业面临的信用风险违约损失率(LGD)展开研究,以温州某商业银行不良贷款数据为样本,通过描述性统计,对LGD的结构特征:信用风险暴露规模特征、期限特征、地域特征以及担保特征等进行了详细分析。结果表明LGD与风险暴露规模呈负相关,LGD与贷款期限呈正相关,不同地域、不同担保方式的违约贷款其LGD差异性显著。以上这些结论可为商业银行信用风险管理、信贷投放导向以及信用风险监管提供现实帮助。     

利率市场化能降低企业营运风险吗?——基于融资约束和企业金融化的双重视角

如何提高金融服务实体经济的结构性调节功能并促进企业有序运营与健康发展是金融供给侧结构性改革的重要目标。利率市场化改革作为金融领域最重要的改革之一,其在微观层面如何影响实体经济运行引起了高度关注。本文首先从理论上诠释了利率市场化通过缓解融资约束、抑制金融化进而降低企业营运风险的逻辑关系。为识别利率市场化与企业营运风险之间的因果效应,本文以中国人民银行2004年10月取消金融机构贷款利率上限和2013年7月取消金融机构贷款利率下限为外生冲击,基于融资约束差异构造准自然实验为上述理论推断提供经验证据。特别地,利率市场化每增加1单位标准差,企业营运风险平均约下降样本标准差的2.39%。异质性分析表明,利率市场化对企业营运风险的抑制效应在融资约束程度较高、行业竞争程度较高、投资机会较多的企业中尤为明显。本文研究对于进一步优化资源配置效率、实现金融与实体经济高质量发展具有一定参考意义。     

移动支付对中国家庭储蓄率的影响

中国的高储蓄问题由来已久,降低家庭储蓄率、提高消费有助于形成以国内大循环为主体、国内国际双循环相互促进的新发展格局。本文基于2017年和2019年中国家庭金融调查(CHFS)数据,实证研究了移动支付对中国家庭储蓄率的影响。结果表明,移动支付显著降低了家庭储蓄率。进一步研究发现,缓解流动性约束、信贷约束和扩大社会网络是移动支付降低家庭储蓄率的主要途径。此外,移动支付显著降低家庭为应对健康风险、医疗风险、失业风险、收入风险等不确定性而进行的预防性储蓄。地区异质性分析显示,移动支付对家庭储蓄率的影响在西部地区、四五线城市、农村地区更大。家庭特征异质性分析显示,移动支付对家庭储蓄率的影响在农业户口家庭、中低收入家庭、低受教育水平家庭中效果更加突出。本文研究为理解中国高储蓄问题提供了新的视角,可为制定相关政策提供参考依据。     

中国信用体系建设中的个人信用模糊评估

个人信用体系建设是中国信用制度建设的主要内容之一，个人信用评估是个人信用体系建设的主要应用领域。在信用评分模型和基于先验审批规则法基础上建立起来的模糊推理系统，充分利用了业内人员多年积累的从业经验，是适合我国实际情况的个人信用评估方式。在我国个人信用数据积累到一定程度和一定时期之后，这些数据既可以与专家经验互相补充用于生成模糊推理规则，也可以对模糊推理系统进行检验和修正。     

转贷政策下政府信用异化研究

表面上看,中央财政实行国债转贷,似乎仅仅是国债投资资金运作方式的改变,但是,只要对这一政策作理论和实践上的深入分析,就会发现:转贷政策在改变政府信用资金运作方式的同时,还引发了一些值得深入研究和讨论的制度性异化问题。     

农村信用合作社经营性风险因素探究

农村信用合作所具有的资金规模小、专业特色强、地域性经营等特点，使农信社面临着资本保障不足、融资能力不强、运营成本高等经营性风险因素，要防范和化解这些风险因素，就必须改革农村信用社的经营管理体制，加强业务监管，并给予必要的政策扶持。     

Forecasting recovery rates on non-performing loans with machine learning

We compare the performance of a wide set of regression techniques and machine-learning algorithms for predicting recovery rates on non-performing loans, using a private database from a European debt collection agency. We find that rule-based algorithms such as Cubist, boosted trees, and random forests perform significantly better than other approaches. In addition to loan contract specificities, predictors that refer to the bank recovery process — prior to the portfolio’s sale to a debt collector — are also shown to enhance forecasting performance. These variables, derived from the time series of contacts to defaulted clients and client reimbursements to the bank, help all algorithms better identify debtors with different repayment ability and/or commitment, and in general those with different recovery potential.     

地方政府债务、金融营商环境与实体企业融资约束

文章基于"财政金融关联"视角,利用2015至2020年省级层面的面板数据,实证检验了地方政府债务、金融营商环境与实体企业融资约束三者间的作用效果.研究结果表明:地方政府债务与企业融资约束存在正向推高关系,而良好的金融营商环境对实体企业融资约束存在负向抑制关系;异质性检验显示,地方政府债务对民营实体企业、中西部实体企业融资约束的推高作用更强;交互效应结果显示,金融营商环境的优化能有效缓解地方政府债务对实体企业融资约束的推高作用.因此,提出改善地区金融营商环境、对差异化企业性质实施优惠帮扶政策以及严控地方政府隐性债务增量是缓解实体企业融资困境,促进地区经济平稳发展的重要措施.     

Strategic freedom, constraint, and symmetry in one-period markets with cash and credit payment

Summary. In order to explain in a systematic way why certain combinations of market, financial, and legal structures may be intrinsic to certain capabilities to exchange real goods, we introduce criteria for abstracting the qualitative functions of markets. The criteria involve the number of strategic freedoms the combined institutions, considered as formalized strategic games, present to traders, the constraints they impose, and the symmetry with which those constraints are applied to the traders. We pay particular attention to what is required to make these strategic market games well-defined, and to make various solutions computable by the agents within the bounds on information and control they are assumed to have. As an application of these criteria, we present a complete taxonomy of the minimal one-period exchange economies with symmetric information and inside money. A natural hierarchy of market forms is observed to emerge, in which institutionally simpler markets are often found to be more suitable to fewer and less-diversified traders, while the institutionally richer markets only become functional as the size and diversity of their users gets large.Received: 5 June 2003, Revised: 18 November 2003, JEL Classification Numbers: C7, G10, G20, L10, D40, D50. Correspondence to: Eric SmithEric Smith, Martin Shubik: We are grateful to Lloyd Shapley, Duncan Foley, and Doyne Farmer for discussions in the course of this work.     

Inter-enterprise arrears in economies in transition

In the context of economies in transition, the paper argues that an excessive liquidity squeeze could throw the economy into a persistent state of low economic activity. In such bad equilibrium, enterprise transactions become largely demonetized, with a chain of arrears, a form of involuntary credit, spreading over the entire system. The empirical analysis of the Romanian experience seems to support the view advanced in the paper.