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Article
Publication date: 13 June 2022

Zahid Iqbal and Zia-ur-Rehman Rao

To enhance the loan repayment performance of microfinance institutions (MFIs) in Pakistan, this study aims to analyze the direct impact of social capital and loan credit terms on…

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Abstract

Purpose

To enhance the loan repayment performance of microfinance institutions (MFIs) in Pakistan, this study aims to analyze the direct impact of social capital and loan credit terms on loan repayment performance and microenterprises’ business performance while considering the mediating role of microenterprises’ business performance on the relationship between social capital, loan credit terms and loan repayment performance.

Design/methodology/approach

The analysis was conducted based on the data gathered via a questionnaire distributed to 316 microenterprises owners. The respondents were selected using the stratified sampling technique by dividing the target population into three influential groups of manufacturing, trading and services microenterprises. The reliability and validity of the constructs were established using (1) factor loading, (2) Cronbach’s alpha, (3) composite reliability, (4) average variance extracted, (5) the variance inflation factor, (6) the Fornell–Larcker criterion and (7) the heterotrait–monotrait ratio. The structural equation modeling technique was then applied, and the hypotheses were tested based on the structure model generated through bootstrapping by using partial least squares structural equation modeling.

Findings

The results confirm the direct impact of social capital and loan credit terms on microenterprises’ business performance and loan repayment performance. It also supports the mediating role of microenterprises’ business performance toward the relationship between social capital, loan credit terms and loan repayment performance while considering the direct impact of microenterprises’ business performance on loan repayment performance.

Originality/value

To date, the direct impact of social capital and loan credit terms on microenterprises’ business performance and loan repayment performance has been hardly investigated in the context of Pakistan. This study also examines the mediating role of microenterprises’ business performance toward social capital, loan credit terms and loan repayment performance. The findings will enable both MFIs and microenterprises to improve their business performance and loan repayment performance through enhanced social ties and the development of more flexible credit products that protect the borrowers’ interests and the interest of lenders.

Details

Journal of Asian Business and Economic Studies, vol. 30 no. 3
Type: Research Article
ISSN: 2515-964X

Keywords

Article
Publication date: 28 January 2011

Wenjie Du

Since the reform and opening‐up policy, the long‐term problem of loans became more and more serious when China's economy maintained rapid growth. The purpose of this paper is to…

1539

Abstract

Purpose

Since the reform and opening‐up policy, the long‐term problem of loans became more and more serious when China's economy maintained rapid growth. The purpose of this paper is to explore the profound causes of the medium‐ and long‐term problem of loans and the relationship between it and economic growth.

Design/methodology/approach

Using panel data for 28 provinces and cities of China during 1994‐2005, this paper investigates the determinants on the maturity of bank credit using threshold panel data of Hansen. In addition, using dynamics panel data, this paper investigates the effects of the maturity structure of bank credit on economic growth.

Findings

The drop of bank industry concentration tends to increase the supply of long‐term loans. The raise of economic growth and the increase of industrialization degree promote the demand of long‐term loans, significantly. Furthermore, the threshold effects of inflation exist. When the initial inflation is lower than 3.9 percent, the raise of inflation can increase the supply of long‐term loans. When the initial inflation is higher than 3.9 percent, the raise of inflation can decrease the supply of long‐term loans. The increase in the supply of long‐term loans can promote the economic growth.

Originality/value

The paper has two innovations: first, when studying the determinants on the maturity of bank credit, using the threshold panel approach takes account of the nonlinear adjustment of inflation; second, including the maturity of bank credit into the realm of financial development studies the relationship between this and economic growth.

Details

China Finance Review International, vol. 1 no. 2
Type: Research Article
ISSN: 2044-1398

Keywords

Article
Publication date: 1 April 2024

Laura Lamb

This study aims to gain insight into the motivations behind the decision to use high-cost payday loans by households who possess mainstream credit and to determine whether this…

Abstract

Purpose

This study aims to gain insight into the motivations behind the decision to use high-cost payday loans by households who possess mainstream credit and to determine whether this behavior has changed over time.

Design/methodology/approach

Using data from Statistics Canada’s Surveys of Financial Security, probit models are used to examine the sociodemographic and financial indicators associated with payday loan use.

Findings

The analysis uncovers the sociodemographic and financial characteristics of payday loan-user households with access to lower-cost short-term loans. The findings indicate that the likelihood of payday loan use has risen over time. Additional analysis reveals that indicators of financial instability are positively associated with payday loan use among this group.

Research limitations/implications

This research highlights the dichotomy of payday loan users and recommends policymakers tailor solutions to the specific needs of different types of payday loan users.

Practical implications

This research highlights the distinguishing sociodemographic and financial characteristics of payday loan user households and recommends policymakers tailor solutions to the specific needs of different types of payday loan users.

Originality/value

This is the first study, to our knowledge, to focus analysis on payday loan use of those with access to lower-cost short-term credit alternatives in Canada and to include measures of financial instability in the analysis. This research is timely given the current economic environment of high interest rates and high levels of household debt.

Details

Journal of Financial Economic Policy, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 1757-6385

Keywords

Article
Publication date: 29 November 2018

Amrik Singh

This study aims to investigate the determinants of credit spreads in hotel loans securitized into commercial mortgage-backed securities (CMBS) between 2010 and 2015.

Abstract

Purpose

This study aims to investigate the determinants of credit spreads in hotel loans securitized into commercial mortgage-backed securities (CMBS) between 2010 and 2015.

Design/methodology/approach

The sample represents 1,579 US hotel fixed interest rate whole loans with an aggregate mortgage value of $26.6bn at loan origination. The relationship between credit spreads and property, loan and market characteristic is examined via multiple regression analysis. Additionally, the method of 2-stage least squares is used to control for endogeneity bias and identify the effect of the loan-to-value (LTV) ratio on credit spreads.

Findings

The multiple regression models explain 80 per cent of the variation in credit spreads and show a significant association of credit spreads with hotel and loan characteristics and market conditions. The findings indicate the debt coverage ratio to be the most important predictor of credit spreads followed by the loan maturity term, implied capitalization rate, LTV and yield curve. The results show the debt yield premium to be a stronger predictor of credit spreads than the debt yield ratio. The spread between the debt yield ratio and mortgage interest rate could be used in future research as an instrumental variable to identify the effect of the LTV on credit spreads.

Research limitations/implications

This study is limited to the CMBS market and the period after the financial crisis. Additional limitations include sample selection bias, exclusion of multi-property loans and variable interest rate loans.

Practical implications

Interest rate increases in an expanding economy would likely increase the cost of borrowing for hotel owners leading to higher debt service payments and lower profitability. If an increase in interest rates is offset by a decline in credit spreads, hotel owners will still benefit from the ensuing stability in borrowing interest rates. The evidence also suggests that CMBS lenders favor select service and extended stay hotels. Owners and operators of these efficient and profitable hotels will likely obtain loans with lower credit spreads given their lower risk of default.

Originality/value

The current study provides evidence on the effects of loan and property characteristics in the pricing of loan risk and serves to inform CMBS market participants about the factors that drive credit spreads in hotel mortgage loans.

Details

International Journal of Contemporary Hospitality Management, vol. 31 no. 1
Type: Research Article
ISSN: 0959-6119

Keywords

Article
Publication date: 29 October 2020

Rong Kong, Yanling Peng, Nan Meng, Hong Fu, Li Zhou, Yuehua Zhang and Calum Greig Turvey

In this study, the authors examined demand-side credit in rural China with the aims of understanding attribute preferences and the willingness of farmers to pay for credit.

Abstract

Purpose

In this study, the authors examined demand-side credit in rural China with the aims of understanding attribute preferences and the willingness of farmers to pay for credit.

Design/methodology/approach

The authors implemented an in-the-field discrete choice experiment (DCE) using a D-optimal block (6 × 9 × 3) design applied to 420 farm households across five Chinese provinces (Shandong, Sichuan, Shaanxi, Jiangsu and Henan) in the summer and fall of 2018. The DCE included six attributes including the interest rate, term of loan, type of loan, type of repayment, type of institution and mobile banking services.

Findings

Conditional and mixed logit results indicated a downward sloping credit demand curve with variable elasticity across regions. Provincial willingness-to-pay (WTP) indicators suggested that farmers were willing to pay a premium for long-term ( 0.03–0.687%) and low collateral credit loans ( 0.79–2.93%). Also, four of five provinces indicated a preference for loan amortization rather than lump-sum payment. Interestingly, in comparison to the Agricultural Bank of China (ABC), only farmers in Shandong, Sichuan and Shaanxi indicated a preference for rural credit cooperatives (RCCs)/banks and the Postal Savings Bank of China (PSBC). Another quite surprising result was bank services, in our case, access to mobile banking did not appear to induce WTP for agricultural credit. While conditional and mixed logit regression coefficients were similar (and therefore robust), the authors found that there was substantial heterogeneity across attribute preferences on term of loan, type of loan and amortization. Preferences for type of lender and mobile banking were generally homogenous. This result alone suggested that lenders should consider offering a suite of credit products with different attributes in order to maximize the potential pool of borrowers. While there were some differences across provinces, farmers appeared to be indifferent to lenders, and it did not appear that offering banking services such as mobile banking had any bearing on credit decisions.

Research limitations/implications

This paper presents a first step in using in-the-field choice experiments to better understand rural finance in China. Although the sample size satisfies conventional levels of significance and rank conditions, the authors caution against attributing results to China as a whole. Different provinces have different institutional structures and agricultural growing conditions and economies and these effects may differentially affect WTP for credit. Although by all indications farmers were aware of credit, not all farmers, in fact a minority, actually borrowed from a financial institution. This is not unusual in China, but for these farmers, the DCE was posed as hypothetical. Likewise, the study’s design was based on a generic credit product typical of rural China, and the authors caution against making inferences about other products with different attributes and risk structures.

Social implications

This study is motivated by the rapidly changing dynamic in China's agricultural economy. With specific reference to new laws and regulations about the transfer of land use rights (LURs), China's agricultural economy is undergoing significant and rapid change which will require better understanding by policy makers, lenders and practitioners of the changing credit needs of farmers, including the new and emerging class of commercial farmers.

Originality/value

To the best of the authors’ knowledge, the authors believe that the result provided in this paper present the first use of in-the-field DCE and are the first to be reported in either the English or Chinese literature on rural credit product design.

Details

China Agricultural Economic Review, vol. 13 no. 2
Type: Research Article
ISSN: 1756-137X

Keywords

Article
Publication date: 2 May 2017

Wenxia Ge, Tony Kang, Gerald J. Lobo and Byron Y. Song

The purpose of this paper is to examine how a firm’s investment behavior relates to its subsequent bank loan contracting.

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Abstract

Purpose

The purpose of this paper is to examine how a firm’s investment behavior relates to its subsequent bank loan contracting.

Design/methodology/approach

Using a sample of US firms during the period 1992-2011, the authors examine the association between overinvestment (underinvestment) and three characteristics of bank loan contracts: loan spread, collateral requirement, and loan maturity.

Findings

The authors find that overinvesting firms obtain loans with higher loan spreads. Additional tests show that the effect of overinvestment on loan spreads is generally more pronounced in firms with lower reputation, weaker shareholder rights, and lower institutional ownership. The effect of overinvestment on collateral requirement is mixed, and investment efficiency has no significant relation to loan maturity.

Research limitations/implications

The results are subject to the following caveats. First, while the study provides empirical evidence that investment efficiency affects bank loan contracting terms, especially the cost of bank loans, the underlying theory is not well-developed. The authors leave it up to future research to provide a theoretical framework to clearly distinguish the cash flow and credit risk effects of past investment behavior from those of existing agency conflicts. Second, due to data limitation, the sample size is small, especially when the authors control for corporate governance measured by G-index and institutional ownership.

Practical implications

The finding that overinvestment is costly to corporations suggests that managers should consider the potential trade-offs from such investment decisions carefully. The evidence also alerts shareholders and board members to the importance of monitoring management investment decisions. In addition, the authors find that corporate governance moderates the relationship between investment decisions and cost of bank loans, suggesting that it would be beneficial to design effective governance mechanisms to prevent management from empire building and motivate managers to pursue efficient investment strategies.

Originality/value

First, the findings enhance understanding of the potential economic consequences of overinvestment decisions in the context of a firm’s private debt contracting. The evidence suggests that lenders perceive higher credit risk from overinvestment than from underinvestment, likely because firms squander cash in the current period by investing in (negative net present value) projects that are likely to result in future cash flow problems. Second, the study contributes to the literature on the determinants of bank loans by identifying an observable empirical proxy for uncertainty in future cash flows that increases credit risk.

Details

Asian Review of Accounting, vol. 25 no. 2
Type: Research Article
ISSN: 1321-7348

Keywords

Article
Publication date: 17 November 2020

Fredrick Onyango Odhiambo and Radha Upadhyaya

The purpose of this paper is to determine the level of flexibility in loan products offered to smallholder farmers in Siaya County in Kenya and to examine the effect of…

Abstract

Purpose

The purpose of this paper is to determine the level of flexibility in loan products offered to smallholder farmers in Siaya County in Kenya and to examine the effect of flexibility on access to credit.

Design/methodology/approach

The paper uses primary survey data from a sample of smallholder farmers in Siaya County in Kenya who had borrowed from various lending institutions within the study area. The paper develops an index variable of loan flexibility using multiple correspondence analysis (MCA) technique. The model is estimated using both OLS and truncated regression analyses. Access to credit is measured as the amount of loan borrowed by each farmer.

Findings

The authors find that the level of flexibility of loans offered to farmers is low. Furthermore, the authors find that the level of flexibility is not significantly correlated to access to credit. Further analysis using individual components of flexible loans show that refinancing and lines of credit are more likely to improve access to credit when farmers are more educated and wealthier, respectively. The age of a farmer, the type of lender, the type of loan, education and household wealth are the main determinants of access to credit.

Originality/value

The paper adds to the debate on access to credit by showing that theoretically, while loan flexibility should lead to higher credit access, this is not a key determinant of access to credit in this context.

Details

Agricultural Finance Review, vol. 81 no. 3
Type: Research Article
ISSN: 0002-1466

Keywords

Article
Publication date: 12 July 2018

Wouter Thierie and Lieven De Moor

The purpose of this paper is to develop a better understanding of the pricing decisions of banks for project finance (PF) loans and the main drivers affecting the cost of debt in…

Abstract

Purpose

The purpose of this paper is to develop a better understanding of the pricing decisions of banks for project finance (PF) loans and the main drivers affecting the cost of debt in infrastructure deals. As infrastructure projects are typically highly leveraged, the cost of bank lending is an important driver of the overall funding costs for the project.

Design/methodology/approach

First, the paper provides a general review of the drivers of the cost of funds in PF. Second, the paper develops a regression analysis of the loan’s spread on four categories: project, loan, bank characteristics and the economic environment. By using a new data set of InfraDeals containing data on bank spreads of more than 700 infrastructure projects worldwide from 2006 to 2016.

Findings

The results show that the cost of debt is predominantly affected by the market and the business cycle, rather than the structuring of the project. This implicates that the timing when the deal is closed weighs more heavily than the specificities of the project itself.

Practical implications

The results have important policy implications. As PF deals are often paid for by taxpayers, this paper could help policymakers to use public funds for infrastructure in the most efficient way.

Originality/value

One weakness of existing studies in PF loan pricing is that they undervalue the role of the economic environment in the cost of debt. Few studies in the literature include macroeconomic control variables in their model and the others do not seem to find significant results. This paper reveals new insights on the pricing decisions of banks for PF loans.

Details

International Journal of Managing Projects in Business, vol. 12 no. 1
Type: Research Article
ISSN: 1753-8378

Keywords

Article
Publication date: 20 April 2022

Natalya Schenck and Lan Shi

The purpose of this study is to examine the impact of supervisory Leveraged Lending Guidance (LLG) (2013–2014) on risk and structure of syndicated loans arranged by the largest US…

Abstract

Purpose

The purpose of this study is to examine the impact of supervisory Leveraged Lending Guidance (LLG) (2013–2014) on risk and structure of syndicated loans arranged by the largest US banks with participation of nonbank lenders.

Design/methodology/approach

This study uses supervisory shared national credit loan-level data from 2010 to 2015 and DealScan loan origination data and use linear regressions with clustered standard errors.

Findings

This study finds that the impact of the LLG was mixed. Incidence and risk of leveraged lending declined following the Guidance, as reflected in lower nonbank syndicate participation. However, the covenant protections weakened and loan spreads at origination declined. This study also provides evidence that some risky lending originations shifted to nonbank entities outside of the banking regulatory environment.

Originality/value

This study contributes and expands literature on the impact of regulatory guidance on loan risk, terms and structure, focusing on nonbank participation in syndicated commercial loans.

Details

Journal of Financial Regulation and Compliance, vol. 30 no. 5
Type: Research Article
ISSN: 1358-1988

Keywords

Article
Publication date: 25 December 2019

Ala’a Adden Abuhommous

The purpose of this paper is to examine the impact of trade credit on the speed of adjustment (SOA) of short-term leverage. Bankruptcy cost is higher for over-levered firms…

Abstract

Purpose

The purpose of this paper is to examine the impact of trade credit on the speed of adjustment (SOA) of short-term leverage. Bankruptcy cost is higher for over-levered firms, generating a good incentive to use trade credit as a lower cost substitute; hence, firms adjust capital more quickly.

Design/methodology/approach

Firm-level data are used from five countries, in two different economic orientations, during the period 2000–2017: bank-oriented economies include France, Germany and Japan, and market-oriented economies include the UK and the USA. First, using the two-step GMM the study estimates the target short-term leverage ratio. Then, it examines the impact of trade credit on the SOA of the actual leverage towards the target leverage ratio.

Findings

It finds a positive impact of a low amount of trade credit (high capacity) on the SOA for over-levered firms. This is in line with the substitution effect, where the bankruptcy cost is higher for over-levered firms, which leads them to substitute bank loans with trade credit.

Research limitations/implications

The study uses data from publicly traded firms; data from non-listed and small firms may be considered as a good opportunity for future research.

Practical implications

The policy implication that can be derived from the empirical results is that firms’ management should recognise the relationship between trade credit and deviation from target short-term leverage. During periods of high short-term leverage firms should use trade credit as a source of finance when adjusting the short-term leverage towards the target ratio.

Originality/value

This study is the first to examine the influence of trade credit on the SOA.

Details

Management Decision, vol. 59 no. 8
Type: Research Article
ISSN: 0025-1747

Keywords

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