A Multicriteria Approach for Modeling Small Enterprise Credit Rating: Evidence from China

ABSTRACT

As the engine of China’s economy, small enterprises have been the central to the country’s economic development. However, given the characteristics of the small enterprises loan (i.e., short borrowing period, large volume, small amount and incomplete information), it is extremely challenging for financial institutions to assess their creditworthiness. Thus, it seriously delays and restricts the financing access for small enterprises. In an attempt to relieve the financing difficulty of small enterprises, this article makes use of 687 small wholesale and retail enterprises in a regional commercial bank in China, to establish a credit rating indicator system composed of 17 indicators by using both partial correlation analysis and probit regression. It then utilizes TOPSIS together with fuzzy C-means to score the credit ratings of our sample of small enterprises. With the dual test of default discrimination and ROC curve, the prediction accuracy of the established indicator system has reached 80.10% and 0.917, respectively, indicating the robustness and validity of our credit rating system.     

Effect of service-related resources on employee and customer outcomes in trade shows

Despite widespread recognition of trade shows as a vehicle to provide services to visitors by exhibitors, there is a paucity of research in this area of special interest. Drawing on the resource-based view, we develop a research framework to examine the effects of service-related resources on exhibitor's personnel attitudes and visitor responses. We collected on-site data from 151 exhibitor's personnel and 366 visitors during a trade show. These responses were matched at the exhibitor level to test the research framework. We found a positive effect of service leadership and service technology in developing a customer-oriented service strategy with satisfied employees. Additionally, we demonstrate that service leadership positively moderates the effect of service technology on customer orientation. In contrast, service leadership negatively moderates the effect of empowerment on customer orientation. This suggests that similar firm resources do not complement each other perhaps because they are substitutable. Finally, we show that service-related resources not only affect customer orientation but also influence job satisfaction of exhibitor personnel and visitors responses such as interaction quality, satisfaction, and word-of-mouth intentions.     

Financial development,economic growth and convergence clubs

To study the role of financial development in economic growth, we apply an array of convergence tests designed to capture nonlinear transitional dynamics to real outputs per capita. Strong evidence of multiple convergence clubs is observed, implying that the clubs are formed based on the initial level of real output per capita and average growth rate. Our empirical results show that the stage of economic growth of each country plays an important role for the composition of the convergence clubs. Furthermore, financial development emerges to be a significant determinant, albeit plays differently in the economic growth of each convergence club.     

组织支持感与员工创造力——相对组织支持感和情感承诺的影响

从自我提升视角出发，基于社会比较理论与社会交换理论，分析组织支持感影响员工创造力的过程机制，相对组织支持感的调节作用以及情感承诺与创造力之间的曲线关系。基于458份企业员工与主管的配对样本，研究结果表明：相对组织支持感显著正向调节了组织支持感与情感承诺之间的关系，情感承诺与员工创造力呈显著的倒U型关系，情感承诺在组织支持感与创造力关系之间起到了瞬时中介作用。研究结果拓展了对组织支持感的影响机制及其边界条件的分析，深化了情感承诺与员工创造力关系的检验。     

环境公平感知、社会信任与农户低碳生产行为*——以农膜、秸秆处理为例

［目的］研究旨在探讨环境公平感知和社会信任与农户低碳生产行为之间的关系，为促进农户生产行为向低碳化方向转变提供对策建议。［方法］基于陕西和甘肃两省的村域调查数据，以农膜和秸秆处理为例，运用二元logistic模型探讨环境公平感知和社会信任对农户低碳生产行为的影响，并结合分层回归分析了社会信任在环境公平感知和农户低碳生产行为间的调节效应。［结果］（1）在环境公平感知维度中，人际公平感知正向影响农户的农膜和秸秆处理行为； （2）对社会信任来讲，人际信任对农户农膜和秸秆处理行为均有显著的促进作用，而制度信任仅对农户秸秆处理行为具有正向影响； （3）人际信任在种际公平感知和农户农膜处理行为之间具有显著的正向调节效应，而制度信任在两者之间具有显著的负向调节效应； 同样，人际信任在人际公平感知和农户秸秆处理行为之间具有正向调节效应，而制度信任弱化了人际公平感知对农户秸秆处理行为的影响。［结论］环境公平感知和社会信任是影响农户低碳生产行为的关键因素，且社会信任在种际公平感知和农户农膜处理行为之间以及在人际公平感知和农户秸秆处理行为之间具有显著的调节作用。     

Exploring the mismatch between credit ratings and loss-given-default: A credit risk approach

It is commonly observed that high grade loans with better ratings are often associated with low recoveries if they default (i.e. with relatively high loss-given-default (LGD)). To address the mismatch problem, this paper proposes a credit risk approach by minimizing LGD for higher rated loans as a risk-rating matching standard in the sense that the decreasing LGD from creditors’ perspective is associated with higher credit rating for the borrower. This standard forces customers’ credit rating of each grade to be optimally determined in correspondence to its LGD, which means the LGD of high grade loans tends to be low. The approach is then tested using three credit datasets from China, i.e. credit data from 2044 farmers, 2157 small private businesses and 3111 SMEs. The empirical results show that the proposed approach indeed guides the way to solve the mismatch phenomenon between credit ratings and LGDs in the existing credit rating literature. By optimally determining credit ratings, the findings derived from this paper help provide a valuable reference for bankers, and bond investors to manage their credit risk.     

Organizational and environmental influences in the adoption of computer-assisted audit tools and techniques (CAATTs) by audit firms in Malaysia

Despite the usefulness of computer-assisted audit tools and techniques (CAATTs) in increasing audit productivity and reducing costs, their adoption by audit firms is low in developing countries. The aim of this study is to investigate whether organizational and environmental factors can help explain CAATTs adoption in less developed countries, such as Malaysia. The research framework was developed based on the Technology-Organization-Environment framework (TOE). The results reveal that for environmental factors, the complexity of clients' accounting information systems (AIS) and perceived level of support of professional accounting bodies (PABs) affect CAATTs adoption. For organizational factors, firm size, top management commitment and employee IT competency were found to be significant factors. Moreover, firm size partially moderates the influence of clients' AIS complexity on CAATTs adoption. This paper contributes to existing adoption theory by extending our understanding of the impact of factors unique to CAATTs adoption.     

中国的所有制结构与区域劳动生产率收敛

基于2001~2017年中国工业分企业所有制-分地区-分行业的面板数据，利用相对劳动生产率和变异系数指标对全国和分区域的国有企业、私营企业、外商和港澳台企业的劳动生产率增长和收敛性进行描述性分析，并运用双向固定效应模型对其进行计量检验。结果显示：从全国范围来看，三类所有制结构的劳动生产率均呈现显著的绝对收敛和条件收敛，但是收敛速度呈现差异。其中，私营企业收敛速度最快，外商和港澳台企业次之，国有企业收敛速度最慢。分区域来看，东北和西部收敛速度相对较快，中部次之，而沿海三类所有制结构的劳动生产率收敛速度均较慢。因此，政府应进一步从深化国有企业改革、鼓励非公有制经济发展和完善市场竞争等方面努力，有助于缩小区域发展差距和促进所有制结构的收敛，从而带动整体经济的收敛。     

农地流转市场中的土地流向及效果分析

［目的］我国农地流转市场发展迅速，农村土地呈现集中趋势。准确把握农村土地流动方向，探析农地流转对农业生产效率及农民收入的影响，对保障农地流转市场健康发展，实现农业现代化的关键，具有重要的现实意义。［方法］基于文献研究法对相关研究进行梳理和总结。［结果］（1）有效的农地流转市场使土地从低效率生产者流转至高效率生产者，从高收入农户流转至收入两端的农户，并有提高农业生产效率和增加农民收入的作用。转入户中存在显著的异质性差异，一部分是缺乏资金和人力资本的小规模农户，另一部分则是具有丰富资金和人力资本的大规模农户。（2）农业比较收益劣势易造成农地流转市场扭曲，改变土地流动方向，导致农业生产效率下降，并加剧农民收入的不平等。［结论］有效的农地流转市场有助于提高农业生产效率并增加农户收入。然而，农业较低的比较收益及政府的过度干预易造成农地流转市场扭曲，农业生产效率提升潜力难以发挥，增收效应减弱，农村收入差距加大。建议政府对农地流转进行有序引导，并注重劳动力市场及信贷市场的配套完善。     

欠发达地区失地农民生计方式对生计资本变化的响应——以兰州市安宁区为例

[目的]明确失地农民生计方式选择对生计资本变化的响应,对于制定有效的扶持政策、实现精准扶贫、消除返贫隐患非常重要。[方法]基于参与式的农村评估法(PRA)获取的调查问卷,分析了当前甘肃省兰州市安宁区失地农民的主要生计方式以及影响其非农就业的主要因子,并进一步运用多项Logistic模型探讨失地农民职业分化对上述因子的响应。[结果](1)个体特征和人力资本差异不仅影响兰州安宁区失地农民就业水平,也显著影响职业分化。职业层次越高,失地农民转移就业概率对性别差异、教育程度、年龄及职业资格水平越敏感;(2)征地补偿转化形成的财产性收入及转移性收入对转移就业后各层次职业的就业水平都具有显著负向影响;(3)地理空间异质性对中低层次就业影响更显著。[结论]生计资本数量不仅影响失地农民生计方式能否向非农产业转移,同时影响其对较高层次职业的获取,进而影响其生计转型后的稳定性以及可持续性。