The effect of off-balance sheet activities on credit risk of African banks

IF 3.3 Q1 BUSINESS, FINANCE
Mohamed Rochdi Keffala
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Abstract

Purpose

The purpose of this study is to analyze the effect of off-balance sheet activities on the credit risk of African banks.

Design/methodology/approach

The theory about the relationship between off-balance sheet activities and bank risk was used to construct a conceptual model of the effect of off-balance sheet on credit risk in an African context. The accounting approach is chosen by collecting accounting data extracted from the annual reports of 24 private and conventional African banks during the period 2010–2019. Both statistical and empirical studies are conducted. The statistical study aims to give a description of sample banks in terms of off-balance sheet activities and key financial indicators. The empirical study has the goal of exploring the correlations between, on the one hand, credit risk and, on the other hand, off-balance sheet ratio and control variables (bank- and country-specific variables). This study is based on dynamic panels using the two-step generalized method of moments technique to estimate regressions between credit risk and the explanatory variables.

Findings

The statistical study reveals that sample banks use moderately off-balance sheet activities; most of them use essentially guarantees and letters of credit, have satisfactory financial indicators and are slightly exposed to credit risk. The empirical results from the two-step generalized method of moments technique disclose that off-balance sheet activities have an intensifying effect on the credit risk of African banks. However, the increasing effect can be minimized when African banks use moderately off-balance sheet activities.

Practical implications

Using judiciously off-balance sheet activities does not exacerbate the exposure of African banks to credit risk. Therefore, managers of African banks are recommended to maintain a moderate level of off-balance sheet activities, especially guarantees and letters of credit.

Originality/value

The findings of this study eliminate the opacity about the effect of off-balance sheet activities on credit risk. Moreover, this study fulfills the huge gap in the related literature by completing the scarcity of recent studies, considering all items of the off-balance sheet, focusing on the African context, describing off-balance sheet activities and financial indicators of sample banks due to a statistical study and estimating regressions of dynamic panels between credit risk and both bank-specific and country-specific variables due to a two-step generalized method of moments technique.

资产负债表外活动对非洲银行信贷风险的影响
本研究的目的是分析资产负债表外活动对非洲银行信贷风险的影响。设计/方法/途径利用资产负债表外活动与银行风险之间关系的理论,构建非洲背景下资产负债表外活动对信贷风险影响的概念模型。通过收集 2010-2019 年期间 24 家非洲私营和传统银行年度报告中提取的会计数据,选择了会计方法。研究既有统计研究,也有实证研究。统计研究旨在从资产负债表外活动和关键财务指标的角度对样本银行进行描述。实证研究旨在探索信贷风险与表外比率和控制变量(银行和国家特定变量)之间的相关性。本研究以动态面板为基础,使用两步广义矩法技术来估计信贷风险与解释变量之间的回归关系。统计研究结果表明,样本银行适度使用表外业务;大多数银行基本上使用担保和信用证,财务指标令人满意,并略微面临信贷风险。两步广义矩法技术的实证结果表明,表外业务对非洲银行的信贷风险有强化作用。实际意义明智地使用表外业务并不会加剧非洲银行的信贷风险。因此,建议非洲银行的管理者保持适度的表外活动,尤其是担保和信用证。 原创性/价值本研究的发现消除了表外活动对信贷风险影响的不确定性。此外,本研究还填补了相关文献的巨大空白,因为它弥补了近期研究的不足,考虑了资产负债表外的所有项目,侧重于非洲背景,通过统计研究描述了样本银行的资产负债表外活动和财务指标,并通过两步广义矩法技术估计了信贷风险与银行特定变量和国家特定变量之间的动态面板回归。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.80
自引率
16.00%
发文量
65
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