西部农户小额信贷还款率影响因素分析

利用主成分分析方法和logistic回归模型,对西部地区小额信贷还款率影响因素进行实证分析。研究表明农户专业技能、信用等级、农户收入、贷款利率、贷款期限、贷款用途等因素与小额信贷还款率显著相关,农户年龄、受教育程度、贷款金额等因素对小额信贷还款率的影响不显著,不同因素在影响小额信贷还款率时具有重要次序性,农户专业技能、信用等级、农户收入、贷款利率、贷款期限、贷款用途、是否贴息、经营能力对小额信贷还款率的影响最为重要,其次为劳动力人数和耕地面积因素。     

The determinants of households’ repayment difficulties on mortgage loans: evidence from Italian microdata

This article investigates the main determinants of households’ repayment difficulties on mortgage loans in Italy. We contribute to the empirical literature on household financial vulnerability by assessing the joint impact of socio‐demographic factors, loan characteristics and institutional variables on the likelihood of mortgage insolvency and on the intensity of arrears. Using data from the Italian component of the 2008 European Union‐Statistics on Income and Living Conditions (EU‐SILC) survey, we firstly identify which types of households are more vulnerable to unexpected adverse events that may trigger repayment difficulties. Specifically, households whose head is young, unemployed or immigrant show a higher probability of arrears and emerge as those suffering more from the adverse economic conditions connected to the crisis. Moreover, household repayment behaviour is affected by mortgage characteristics and, in particular, having modified contract terms significantly increases current arrears probability. Finally, regional institutional and credit market factors mainly impact on the conditional intensity of arrears. This evidence suggests that, although repayment difficulties mainly arise from a genuine inability to repay, households are less likely to pay on time when institutions are less effective at punishing default, confirming the existence of some strategic behaviour.     

Determinants of Loan Repayment Performance of Small and Medium Enterprises (SMEs) in Ghana: The Case of Asante Akyem Rural Bank

We examine the role of a typical set of determinants of loan repayment performance of SMEs in the context of a rural bank’s setting in Ghana. Our analysis using survey data suggests that, while higher application cost, loan size and interest rate exert significantly negative influence on loan repayment, higher educational background of the SME operators is associated with significantly better repayment performance. Interestingly, in comparison with those with only primary-level education, SME operators with tertiary education register the best repayment performance followed by those with secondary education. We provide detailed discussion and managerial implications of these findings.     

Sovereign Debt Restructuring and Bank Capital

The focus of this paper is on the interaction between a bail-out loan decision of a bank to a sovereign borrower and the adequacy of the bank's capital. The new loan is granted on two conditions: First, it must improve the likelihood of repayment of the outstanding loan; second the bank should have adequate capital.We find that in general a positive relationship exists between capital and the bail out loan and between existing debt and the new loan. However, under certain circumstances a negative relationship exists between the bank's capital and the new loan. Empirical results support the main implications of the theoretical model.     

Credit access for high-risk borrowers in financially concentrated markets: Do SBA loan guarantees help?

The Small Business Administration's (SBA) loan guarantee program was established to correct financial capital market inefficiencies and improve small business access to financial capital. However, the SBA loan guarantee program has been criticized for its failure to improve the performance of financial capital markets available to small businesses. This study considers the financial capital market failure created by lenders' monopoly power (specifically, financial market concentration) in financial capital markets. Based on this potential market failure, a model is derived to evaluate the behavior of lenders and borrowers in financial capital markets. Using the national Survey of Small Business Finance, this study compares the financial characteristics of small business borrowers with and without SBA loan guarantees, and provides a qualitative assessment of the SBA's ability to correct financial capital market inefficiencies. When considering only the interaction between borrower quality and the degree of financial market concentration, high-risk borrowers in high concentration financial markets have a higher probability of receiving an SBA loan guarantee than low-risk borrowers in low concentration financial markets. However, when other factors influencing the demand for financial capital are included in the model, only the borrower attributes (credit risk and age) are significant. While the SBA loan guarantee program appears to partially mitigate the effects of the market failure caused by financial market concentration for high-risk borrowers, the program appears to be better designed to address borrower risk, rather than credit market failure.     

Determinants of Group Lending in the Credit Union Industry in Ghana

Using binomial logistic analysis, the authors analyze data on 222 credit unions (CUs) drawn from the CU industry in Ghana in the 2008 financial year and find that CUs that have larger size of management, lower repayment performance, no delinquent loans over 30 days, better liquidity positions, and have been in the CU business for a long time, are more likely to adopt group lending. The findings of this study also show that the gender structure of a CU does not influence its group lending decision. The authors argue that CUs adopt group lending to improve their loan repayment performance, consistent with the literature.     

Lending Risk in MFIs: The Extreme Bounds of Microeconomic and Macroeconomic Factors

Using 1,234 microfinance firms in 106 countries, this study investigates the determinants of default on the microcredit debt obligation of borrowers. Using the variant of extreme bounds analysis that systematically tests the fragility of coefficient estimates, we examine the importance of 42 variables in explaining default risk. At the micro level, the results from the modeling of model uncertainty reveal that regulation, cost per loan/cost per borrower, loan balance, borrower per loan officer, and the number of loan officers are robust factors. From the macroeconomic context, the time required to start a business and human capital are the determinants of default on debt obligations.     

Entrepreneurial motivation and business performance: evidence from a French Microfinance Institution

This article examines the link between entrepreneurial motivation and business performance in the French microfinance context. Using hand-collected data on business microcredits from a Microfinance Institution (MFI), we provide an indirect measure of entrepreneurial success through loan repayment performance. Controlling for the endogeneity of entrepreneurial motivation in a bivariate probit model, we find that “necessity entrepreneurs” are more likely to have difficulty repaying their microcredits than “opportunity entrepreneurs”. However, type of motivation does not appear to make a difference to business survival. We test for the robustness of our results using parametric duration models and show that necessity entrepreneurs experience difficulties in loan repayment earlier than their opportunity counterparts, corroborating our initial findings. Our results are also robust to a sharper analysis of motivation, focusing on unemployment (on the necessity side) and non-pecuniary benefits from success (on the opportunity side).     

Bargaining power and information in SME lending

Small- and medium-sized enterprises (SMEs) are informationally opaque and bank dependent. In SME lending, banks largely rely on soft information, because the scale and scope of hard information are limited. We analyze whether and how hard and soft information affects the borrower??s bargaining power vis-à-vis its bank. We use the fact that, for a given credit rating, certain borrowers obtain better loan terms than others to define measures of relative bargaining power. Using SME loan data from the USA and Germany, we find that more favorable soft information (management skills and character) increases borrower bargaining power. We also show that more favorable soft than hard information improves borrower bargaining power. The results are not driven by manipulation or statistical limitations of the credit ratings. Our study suggests that soft information represents an important and direct determinant of borrower bargaining power, affecting the outcomes of the loan contracting process.     

The Global Financial Crisis and Stock Market Reaction to Bank Loan Announcements

This study investigates how equity investors react to bank loan announcements in China using an event study methodology. By estimating the average Cumulative Abnormal Returns (CARs) over the event period and controlling for the impact of other factors such as borrower, lender and loan characteristics, we find that the overall reaction is negative. However, the results for the two sub-sample periods are different. After the onset of the Global Financial Crisis, the average CARs are no longer statistically different from zero, indicating higher lending standards and improvement in the quality of credit analysis of Chinese banks.     

Potential Lending Discrimination? Insights from Small Business Financing and New Venture Survival

Previous literature provides potential lending discrimination evidence of disadvantaged women and minority entrepreneurs' high rate of business loan application denial and their unequal access to external and commercial credits in comparison with white business owners. This paper aims to expand the literature and discussions on small business loan discrimination from a new research direction, besides those on loan applications/denials and on loan terms, focusing on the consequences of small business loans in terms of new venture survivability. The proposed new research direction is consistent with similar research approaches in mortgage lending literature examining loan default rates and potential discrimination. The Kauffman Firm Survey data are used with appropriate hazards model for the analysis. Extensive creditworthiness and business survival determinants are applied for controlling for their influences across racial and ethnic groups. The main empirical finding is that after controlling for a wide variety of borrower, establishment, and regional characteristics, business closure rates for minority entrepreneurs are not higher than those for white business owners. This finding does not support the prediction of the model for lender bias against minority entrepreneurs.     

Consumer Credit Risk and Pricing

Previous academic studies viewed borrower rejection as a sign of market imperfections in the consumer credit markets, but this view was based upon the assumption that differences in the levels of borrower creditworthiness could not be accurately identified. Today, it is possible to differentiate between types of borrowers, and riskier borrowers can participate in credit markets if they are willing to pay relatively higher borrowing costs. Hence, a more critical issue concerning the performance of these markets should be whether loan prices correctly reflect the level of borrower credit risk. This paper reexamines consumer participation in credit markets looking specifically at issues related to the pricing of borrowers of different credit risk.     

Modeling recovery rates of corporate defaulted bonds in developed and developing countries

This paper examines the determinants of recovery rates of corporate defaulted bonds in the emerging markets. We use data on defaulted bonds from Moody's ultimate recovery database over the period 2005–2015 to experiment the impact of the borrower characteristics added to the macroeconomic and the bond market conditions on recovery rates. We find evidence that bond recovery rates in emerging and developed countries do not depend on the same factors. Our results show that bond recovery rates in developing countries seem to depend much more on specific characteristics of firms. The financial crisis has affected more significantly subordinated bond recovery rates than secured bonds in emerging markets.     

An analysis of bank stock price reaction to distressed borrowers: Taiwanese evidence

This paper investigates the impacts of a borrower's reorganisation plan confirmation on its lending bank's shareholder wealth. Earlier empirical research is completely silent on this research area. Using data from a sample of Taiwanese reorganised firms, this paper shows that the market discriminates among lending banks by making inferences based on their exposure to their reorganised borrower; that is, the lead lending banks experience negative wealth effects, whereas the second lending banks experience positive effects. The results also show that wealth effects are negatively related to loan collateral and rates charged on the loans as well as on corporate leverage. In addition, the reliability and robustness of the model are demonstrated by the receiver operating characteristic curves.     

Sovereign default, private sector creditors, and the IFIs

The data reveal that emerging market sovereign borrowing from International Financial Institutions (IFIs) is small, intermittent and countercyclical compared to that from private sector creditors. The IFI loan contracts offered to sovereigns differ from the private ones in that they are more enforceable and have conditionality arrangements attached to them. Taking these contractual differences as given, this paper builds a quantitative model of a sovereign borrower and argues that better enforceability of IFI loan contracts is the main institutional feature that explains the size and cyclicality while conditionality accounts for the intermittency of borrowing from the IFIs.     

Credit Scoring and Loan Default

A metric of credit score performance is developed to study the usage and performance of credit scoring in the loan origination process. We examine the performance of origination FICO scores as measures of ex ante borrower creditworthiness using loan‐level data on ex post performance of subprime mortgages. Parametric and nonparametric estimates of credit score performance reveal different trends, especially on originations with low credit scores. The data suggest a trend of increased emphasis on higher credit scores accompanying a trend of increased riskiness in other origination attributes. Over time, this increased emphasis on credit scoring coincided with deterioration in FICO performance largely because of the fact that higher credit score originations of later cohorts were more likely to have riskier attributes. However, controlling for other attributes on originations and changes in economic conditions, we find that, as measures of borrower ranking, FICO performance on subprime loans over the years remains fairly stable.     

OPTIMAL REDEEMING STRATEGY OF STOCK LOANS WITH FINITE MATURITY

A stock loan is a loan, secured by a stock, which gives the borrower the right to redeem the stock at any time before or on the loan maturity. The way of dividends distribution has a significant effect on the pricing of stock loans and the optimal redeeming strategy adopted by the borrower. We present the pricing models of the finite maturity stock loans subject to various ways of dividend distribution. Because closed‐form price formulas are generally not available, we provide a thorough analysis to examine the optimal redeeming strategy. Numerical results are presented as well.     

Leverage made at home: Investors' margin loan usage and firm leverage

The “homemade leverage” conjecture by Modigliani and Miller (1958) implies that firm leverage and investors' leverage are substitutes. Using the data of margin loans by Chinese stock investors, we find that investors take significantly fewer margin loans on a stock when the company announces new bank loans. This effect is entirely driven by investors' margin loan repayment upon announcements, and is stronger for firms with higher institutional ownership or lower leverage. The findings suggest that investors undo the change in firm leverage by adjusting margin loans usage, supporting the “homemade leverage” conjecture.     

Does Bank Consolidation Hurt the Small Business Borrower?

The recent wave of mergers in the commercial banking sector in the United States has led to tremendous industry consolidation. Some fear that such consolidation will leave the small business borrower with fewer opportunities to obtain bank credit. This study uses regression analysis to empirically determine if consolidation has caused larger banks to abandon relationship loans extended to small businesses over time. If so, this leaves small business borrowers with two distinctly different choices, a low interest rate loan from a large bank for those small business borrowers who qualify or a high interest rate loan from a small bank for those who do not. The results of this study support this theory, and find consolidation has raised small business loan rates at small banks and lowered rates at large banks, ceteris paribus.