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Article
Publication date: 15 September 2023

Jan Voon and Yiu Chung Ma

This paper contributes to the literature as follows. First, it examines if option and stock compensations raise creditor's risk, and which one is more important than the other…

Abstract

Purpose

This paper contributes to the literature as follows. First, it examines if option and stock compensations raise creditor's risk, and which one is more important than the other. Second, it explores if CEO's compensation interacts with CEO overconfidence to raise creditor's risk. Third, it investigates how banks use different loan terms to alleviate their credit risk.

Design/methodology/approach

This study used advanced regression analysis and use of generalized methods of moment methodology.

Findings

The results show that option compensation is more important than stock compensation in raising credit risk; option compensation interacts with CEO overconfidence, giving rise to a much higher credit risk; and covenant usage is more important than other loan contract terms in mitigating credit risk given that covenant use could not be substituted away by using other loan contract terms such as increasing interest rate, reducing principal or shortening loan duration. This paper has practical implications for credit markets.

Research limitations/implications

The main implication is that hand-collect data are available up to 2010.

Practical implications

It informs creditors the potential sources of loan risk emanating from option rather than stock incentives; it informs creditors that option incentive interacts with CEO overconfidence rendering the credit risk bigger than expected, and it informs creditors the importance of using covenants vis-à-vis other loan contract terms for mitigating compensation and overconfidence risk.

Social implications

Banks are alerted to the risk due to the interaction between overconfidence and compensations, implying that overconfident managers remunerated with options compensations are more risky than overconfident managers who are not remunerated as such.

Originality/value

This paper is original: (1) The authors show that option compensation is more risky than stock compensation from viewpoint of creditors. This has not been assessed. (2) Interaction between managerial compensation and managerial overconfidence has not been assessed before. (3) Use of different loan contract terms to alleviate risk from overconfident managers (who are prone to over investment but who are innovative according to the literature) has not been evaluated.

Details

International Journal of Managerial Finance, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 1743-9132

Keywords

Article
Publication date: 1 February 2016

Liang Song and Joel C Tuoriniemi

The purpose of this paper is to examine how firms’ accounting quality affects bank loan contracting in seven emerging markets and whether these relationships are affected by…

Abstract

Purpose

The purpose of this paper is to examine how firms’ accounting quality affects bank loan contracting in seven emerging markets and whether these relationships are affected by borrowers’ governance standards.

Design/methodology/approach

The study sample period is 1999-2007 because the syndicated loan market was severely affected by the East Asian financial crisis of 1998 and the US financial crisis of 2008. The final sample includes 719 loan observations for 75 firms in seven emerging markets.

Findings

The authors find that syndicated lenders provide loans with more favorable terms such as larger amounts, longer maturity and lower interest spread to borrowers in emerging markets with higher accounting quality. The authors also find that the influences of accounting quality on syndicated loan contracting for borrowers in emerging markets exist only with higher country- and firm-level governance rankings. The results of this paper suggest that lenders place more value on accounting numbers generated by borrowers in emerging markets with stronger internal and country governance frameworks.

Originality/value

Overall, this research provides new insights about how accounting quality affects the contract design. Specifically, the extant literature has demonstrated the effects of accounting quality on financial contracts in developed countries (e.g. Bharath et al., 2008). The authors extend this analysis to borrowers in emerging markets and confirm a similar result. Most notably, the authors explore whether the relationship between accounting quality and syndicated loan contracts is influenced by borrowers’ country- and firm-level governance, and find that accounting quality matters only when accompanied by high-quality governance. This research provides new insights about how accounting quality and governance standards affect the terms of borrowing contracts in emerging markets.

Details

Pacific Accounting Review, vol. 28 no. 1
Type: Research Article
ISSN: 0114-0582

Keywords

Article
Publication date: 8 May 2017

Ziyun Yang

The purpose of this paper is to examine the effect of a firm’s customer base concentration on its loan contract terms and how this effect varies with the strength of its customer…

Abstract

Purpose

The purpose of this paper is to examine the effect of a firm’s customer base concentration on its loan contract terms and how this effect varies with the strength of its customer relationship.

Design/methodology/approach

This study is an archival research based on a sample of US public firms that have loan contract data between 1990 and 2008. Major customer sales data are used to construct customer concentration and customer relationship measures. A debt contract model is employed to relate loan spread and other contract terms to customer concentration and relationship.

Findings

This study finds that firms with more concentrated customer bases have higher loan spread and shorter loan maturity and are more likely to issue secured loans. These negative effects disappear when the supplier firm maintains strong relationship with its customers.

Research limitations/implications

Additional forward-looking measure of customer relationship could benefit future research.

Practical implications

A firm’s customer base characteristics can have significant impacts on the terms of its loan contracts. Findings from this study support the notion that customer relationship is an important intangible asset that is informative to stakeholders of the firm.

Originality/value

This study proposes a new measure of customer relationship based on the past repeated relationships between a firm and its major customers. It shows that customer characteristics may affect firms’ contracts with creditors: customer base concentration increases credit risk whereas strong customer relationship improves credit quality.

Details

Journal of Applied Accounting Research, vol. 18 no. 2
Type: Research Article
ISSN: 0967-5426

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: 29 April 2014

Iftekhar Hasan and Liang Song

The purpose of this paper is to fill this void in the existing literature and investigate how firms’ disclosure policies influence bank loan contracting in emerging markets after…

Abstract

Purpose

The purpose of this paper is to fill this void in the existing literature and investigate how firms’ disclosure policies influence bank loan contracting in emerging markets after controlling for the influence of borrowers’ private information obtained by banks. Furthermore, the paper examines how firms’ disclosure and non-disclosure governance interact to affect financial contracts.

Design/methodology/approach

The key variables Disclosure and Firm Governance are based on a survey by Credit Lyonnais Securities Asia (CLSA) in 2000. The paper hand-merges CLSA disclosure and governance data with the Dealscan database and Worldscope database by firm names. The paper conducts a multivariate analysis to investigate how firms’ disclosure policies influence bank loan contracting and how firms’ disclosure and non-disclosure governance interact to affect financial contracts.

Findings

The authors found that firms with superior disclosure policies obtain bank loans with more favorable loan contracting terms, such as larger amounts, longer maturity, and lower spread. In addition, the effects of disclosure on bank loan contracting are more pronounced for borrowers with superior firm-level non-disclosure governance or firms located in a country with better country-level governance.

Originality/value

The paper provides a more comprehensive view of the effects of corporate disclosure has on financial contracts in emerging economies.

Details

Asian Review of Accounting, vol. 22 no. 1
Type: Research Article
ISSN: 1321-7348

Keywords

Article
Publication date: 10 June 2021

HyunJun Na

This paper aims to examine how a firm’s political party orientation (Republican or Democratic), which is measured as the composite index based on the political party leanings of…

Abstract

Purpose

This paper aims to examine how a firm’s political party orientation (Republican or Democratic), which is measured as the composite index based on the political party leanings of top managers, affects bank loan contracts. This study also investigates how the political culture of local states has a significant impact on loan contracts.

Design/methodology/approach

This research uses various databases including the Loan Pricing Corporation’s DealScan database, financial covenant violation indicators based on the Securities and Exchange Commission (SEC) filings, firm bankruptcy filings and political culture index data to examine the impact of political orientation on the cost of debt. This paper also includes the state level of gun ownership and bachelor’s degrees to investigate how local political culture affects the loan contract. To control endogenous concerns, this paper uses an instrumental variable analysis.

Findings

Firms that have Republican-oriented political identities pay lower yield spreads for the main costs of debt including all-in-spread-drawn and all-in-spread-undrawn. This pattern is consistent with other fees of bank loans. This paper finds that an increase in conservative political policies toward Republican orientations is negatively associated with the cost of debt. The main findings also show that the political culture in the state where the headquarters of the borrowing firm are located plays an important role in bank loan contracts.

Originality/value

The findings in this paper provide evidence that a firm’s political party orientation significantly affects the loan contract terms in both pricing and non-pricing terms. To the best of the author’s knowledge, this is the first study that shows the importance of political party identification on loan contracts by separating the sample into Republican, neutral and Democratic.

Details

Review of Accounting and Finance, vol. 20 no. 2
Type: Research Article
ISSN: 1475-7702

Keywords

Article
Publication date: 17 May 2022

Hanan Hasan Almarhabi, Kamran Ahmed and Paul Mather

An important question is whether lenders perceive politically connected firms as having less or higher default risk, and thus provide them with more or less preferential loan terms

Abstract

Purpose

An important question is whether lenders perceive politically connected firms as having less or higher default risk, and thus provide them with more or less preferential loan terms compared with non-connected firms. This paper aims to examine the relationship between political connections of corporate board members and cost of debt and loan contracting in the Gulf Cooperation Council (GCC) countries.

Design/methodology/approach

The initial sample comprises 288 GCC firm-year observations from 227 publicly listed firms in Oman, Qatar, Saudi Arabia and United Arab Emirates for the period from 2011 to 2015. It includes all the GCC publicly listed firms, excluding those in the financial, insurance and banking sectors because these entities are subject to different regulations. The ordinary least squares, logit regression and other sensitivity tests have been used to analyse the data and enhance reliability of the results.

Findings

This study finds that politically connected firms, particularly those connected through ruling royal family members, are associated with lower cost of debt, greater amounts of loans and longer-term government loans. Therefore, these findings support the prediction that political connections benefit GCC firms in the form of access to favourable terms from both government and commercial banks.

Originality/value

This study contributes to the extant literature by providing insightful analysis using unique political features of the GCC, integrated with agency and resource dependency theories. In particular, this study fills the gap in understanding the nature of loan contracting offered by government and commercial banks in the presence of politically connected boards within GCC setting.

Details

Journal of Accounting & Organizational Change, vol. 19 no. 1
Type: Research Article
ISSN: 1832-5912

Keywords

Article
Publication date: 7 July 2020

HyunJun Na

This study explores how the firm’s proprietary information has an impact on the bank loan contracts. It explains the propensity of using the competitive bid option (CBO) in the…

Abstract

Purpose

This study explores how the firm’s proprietary information has an impact on the bank loan contracts. It explains the propensity of using the competitive bid option (CBO) in the syndicate loans to solicit the best bid for innovative firms and how it changes based on industry competition and the degree of innovations. This research also examines how the interstate banking deregulation (Interstate Banking and Branching Efficiency Act) in 1994 affected the private loan contracts for innovative borrowers.

Design/methodology/approach

The study uses various econometric analyses. First, it uses the propensity score matching analysis to see the impact of patents on pricing terms. Second, it uses the two-stage least square (2SLS) analysis by implementing the litigation and non-NYSE variables. Finally, it studies the impact of the policy change of the Interstate Banking and Branching Efficiency Act of 1994 on the bank loan contracts.

Findings

Firms with more proprietary information pays more annual facility fees but less other fees. The patents are the primary determinants of the usage of CBO in the syndicate loans to solicit the best bid. While innovative firms can have better contract conditions by the CBO, firms with more proprietary information will less likely to use the CBO option to minimize the leakage of private information and the severe monitoring from the banks. Finally, more proprietary information lowered the loan spread for firms dependent on the external capital after the interstate banking deregulation.

Originality/value

The findings of this research will help senior executives with responsibility for financing their innovative projects. In addition, these findings should prove helpful for the lawmakers to boost economies.

Details

International Journal of Managerial Finance, vol. 17 no. 1
Type: Research Article
ISSN: 1743-9132

Keywords

Article
Publication date: 6 March 2017

Yinghong Zhang, Fang Sun and Chunwei Xian

This paper aims to examine whether firms retaining industry-specialist auditors receive better price and non-price terms for bank loans.

Abstract

Purpose

This paper aims to examine whether firms retaining industry-specialist auditors receive better price and non-price terms for bank loans.

Design/methodology/approach

Based on a sample of companies retaining big N auditors during the 2000-2010 period, this paper constructed six proxies for auditor industry expertise and tested three major loan terms: loan spreads, number of general and financial covenants and requirements for collateral.

Findings

It was found that companies retaining industry-specialist auditors receive lower interest rates and fewer covenants. Banks are also less likely to demand secured collateral. These findings are supported by several sensitivity tests.

Research limitations/implications

The findings suggest that auditor industry expertise provides incremental value to creditors and that bank loan cost is one economic benefit for companies hiring specialist auditors.

Originality/value

To the best of the authors’ knowledge, this study is the first to investigate the impact of auditor industry expertise on the cost of private debts.

Details

Managerial Auditing Journal, vol. 32 no. 3
Type: Research Article
ISSN: 0268-6902

Keywords

Article
Publication date: 16 April 2020

Yane Chandera and Lukas Setia-Atmaja

This study examines the impact of firm-bank relationships on bank loan spreads and the mitigating role of firm credit ratings on that impact.

Abstract

Purpose

This study examines the impact of firm-bank relationships on bank loan spreads and the mitigating role of firm credit ratings on that impact.

Design/methodology/approach

The study sample consists of Indonesian publicly listed companies for the period 2006 to 2016; bank-loan data was extracted from the Loan Pricing Corporation Dealscan database. For the degree of firm-bank relationships, the data on each loan is manually computed, using five different methods taken from Bharath et al. (2011) and Fields et al. (2012). All of the regression analyses are controlled for the year fixed effects, heteroscedasticity, and firm-level clustering. To address the endogeneity issues, this study uses several methods, including partitioning the sample, running nearest-neighbour and propensity score matching tests, and using instrumental variables in two-staged least-squares regression models.

Findings

In line with relationship theory and in opposition to the hold-up argument, this study finds that lending relationships reduce bank loan spreads and that the impact is more noticeable among non-rated Indonesian firms. Specifically, each additional unit in the total number of years of a firm-bank relationship and the number of previous loan contracts with the same bank are associated with 7.34 and 9.15 basis-point decreases, respectively, in these loan spreads.

Practical implications

Corporations and banks should maintain close, long-term relationships to reduce the screening and monitoring costs of borrowing. Regulators should create public policies that encourage banks to put more emphasis on relationships in their lending practices, especially in relation to crisis-prone companies.

Originality/value

To the best of the authors’ knowledge, this is the first study to examine the impact of lending relationships on bank loan spreads in Indonesia. The study offers insights on banking relationships in emerging markets with concentrated banking industries, underdeveloped capital markets and prominent business-group affiliations.

Details

International Journal of Managerial Finance, vol. 16 no. 4
Type: Research Article
ISSN: 1743-9132

Keywords

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