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Article
Publication date: 13 March 2024

Hassan Akram and Adnan Hushmat

Keeping in view the robust growth of Islamic banking around the globe, this study aims to comparatively analyze the association between liquidity creation and liquidity risk for…

Abstract

Purpose

Keeping in view the robust growth of Islamic banking around the globe, this study aims to comparatively analyze the association between liquidity creation and liquidity risk for Islamic banks (IBANs) and conventional banks (CBANs) in Pakistan and Malaysia over a period of 2004–2021. The moderating role of bank loan concentration on the aforementioned relationship is also studied.

Design/methodology/approach

Regression estimation methods such as fixed effect, random effect and generalized least square are deployed for obtaining results. Liquidity creation Burger Bouwman measure (cat fat and noncat fat) and Basel-III liquidity risk measure (liquidity coverage ratio) are also used.

Findings

The results give us insight that liquidity creation is positively and significantly related to liquidity risk in both IBANs and CBANs of Pakistan and Malaysia. This relationship has been moderated negatively (reversed) and significantly by credit concentration showing the importance of risk management and loan portfolio concentration.

Practical implications

It is analyzed that during the process of liquidity creation, IBANs in Pakistan faced more liquidity risk for both on and off-balance sheet transactions in the presence of moderation of loan concentration than IBANs in Malaysia necessitating strategic policy-making for important aspects of liquidity risk management and loan concentration while creating liquidity.

Originality/value

Such studies comparing IBANs and CBANs comparison keeping in view liquidity creation, liquidity risk and loan concentration are either limited or nonexistent.

Details

Journal of Islamic Accounting and Business Research, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 1759-0817

Keywords

Article
Publication date: 28 January 2014

Constantinos Lefcaditis, Anastasios Tsamis and John Leventides

The IRB capital requirements of Basel II define the minimum level of capital that the bank has to retain to cover the current risks of its portfolio. The major risk that many…

1709

Abstract

Purpose

The IRB capital requirements of Basel II define the minimum level of capital that the bank has to retain to cover the current risks of its portfolio. The major risk that many banks are facing is credit risk and Basel II provides an approach to calculate its capital requirement. It is well known that Pillar I Basel II approach for credit risk capital requirements does not include concentration risk. The paper aims to propose a model modifying Basel II methodology (IRB) to include name concentration risk.

Design/methodology/approach

The model is developed on data based on a portfolio of Greek companies that are financed by Greek commercial banks. Based on the initial portfolio, new portfolios were simulated having a range of different credit risk parameters. Subsequently, the credit VaR of various portfolios was regressed against the credit risk indicators such as Basel II capital requirements, modified Herfindahl Index and a non-linear model was developed. This model modifies the Pillar I IRB capital requirements model of Basel II to include name concentration risk.

Findings

As the Pillar I IRB capital requirements model of Basel II does not include concentration risk, the credit VaR calculations performed in the present work appeared to have gaps with the Basel II capital requirements. These gaps were more apparent when there was high concentration risk in the credit portfolios. The new model bridges this gap providing with a correction coefficient.

Practical implications

The credit VaR of a loan portfolio could be calculated from the bank easily, without the use of additional complicated algorithms and systems.

Originality/value

The model is constructed in such a way as to provide an approximation of credit VaR satisfactory for business loan portfolios whose risk parameters lie within the range of those in a realistic bank credit portfolio and without the application of Monte Carlo simulations.

Details

The Journal of Risk Finance, vol. 15 no. 1
Type: Research Article
ISSN: 1526-5943

Keywords

Article
Publication date: 2 October 2019

Yang Liu, Sanjukta Brahma and Agyenim Boateng

The purpose of this paper is to examine the effects of bank ownership structure and ownership concentration on credit risk.

1282

Abstract

Purpose

The purpose of this paper is to examine the effects of bank ownership structure and ownership concentration on credit risk.

Design/methodology/approach

Using panel data on a sample of 88 Chinese commercial banks, with 826 observations over a period of 2003–2018, this study has applied system generalised method of moments regression to examine the impact of bank ownership structure and ownership concentration on credit risk. This study has used two measures of credit risk, which are non-performing loan ratio (NPLR) and loan loss provision ratio (LLPR).

Findings

The results show that ownership type (both government and private ownership) exerts a positive and significant impact on credit risk. Measuring ownership concentration using Herfindahl–Hirchmann Index, the results indicate that concentration of ownership in the hands of government has a negative and significant effect on credit risk, whereas private ownership concentration positively impacts credit risk. Overall, the findings suggest that concentration of ownership in government hands reduces risk; however, private ownership concentration exacerbates credit risks. The results are invariant to both measures of credit risk, before and after the financial crisis.

Practical implications

The findings provide useful insight to guide policy decisions in Chinese banks’ lending policies and bank ownership.

Originality/value

Using two ex post measures of credit risk, NPLR and LLPR, and one ownership concentration measure, HHI, this study deepens our understanding on the effectiveness of Chinese banks’ corporate governance reforms on managing credit risks.

Details

International Journal of Managerial Finance, vol. 16 no. 2
Type: Research Article
ISSN: 1743-9132

Keywords

Article
Publication date: 14 September 2015

Mona A. ElBannan

– The purpose of this paper is to examine the effect of bank consolidation and foreign ownership on bank risk taking in the Egyptian banking sector.

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Abstract

Purpose

The purpose of this paper is to examine the effect of bank consolidation and foreign ownership on bank risk taking in the Egyptian banking sector.

Design/methodology/approach

Following prior studies (e.g. Yeyati and Micco, 2007; Barry et al., 2011), this study uses pooled Ordinary Least Squares regression models under two main analyses to test the relation between concentration and foreign ownership on one hand and bank risk-taking behavior on the other hand, where observations are pooled across banks and years for the 2000-2011 period. The reform plan was launched in 2004 and resulted in various restructuring activities in the banking system. Thus, to control for the effect of implementing the financial sector reform plan on bank insolvency and credit risk, this study includes a reform dummy variable (RFM) for the post-reform period in models testing the association between consolidation, foreign ownership and bank risk. Therefore, this categorical variable identifies whether bank risk is related to the reform activities that have been observed during the post-restructuring period, 2005-2011. Moreover, to accommodate the possibility that effects of bank concentration and foreign ownership on bank risk differ due to the implementation of the reform plan, the author create two interaction terms: one uses the product of the reform dummy variable and concentration measures, while the other uses the product of the reform dummy and foreign ownership variables to capture interactions. These interaction terms and the dummy variable provide ample room to capture the effect of bank concentration and foreign ownership on bank risks during the post-reform period.

Findings

This study provides empirical evidence that bank concentration is associated with low insolvency risk and credit risk as measured by loan loss provisions (LLP) in the post-reform period. These results are consistent with the “concentration-stability” view, suggesting that concentration of the banking sector will enhance stability. Moreover, evidence shows that while a higher presence of foreign banks reduces bank credit risk in the post-reform period, it appears to increase insolvency risk. These results are robust to using alternative measures. These findings imply that regulators in emerging countries should support foreign investments in banks to transfer better managerial skills and systems. However, government-owned banks are found to be more prone to insolvency and credit risks; thus, their ownership should not be encouraged. Finally, policy makers should reinforce bank consolidation, be prudent in determining the capital adequacy ratio (CAR) and monitor intensively less profitable, well-capitalized and small-sized banks.

Practical implications

Consolidation of the banking sector decreases insolvency risk and credit risk, as measured by LLP in the post-reform period. This study proposes that bank supervisors implement prudent polices in determining the bank CAR, and monitor intensively less profitable, well-capitalized and smaller banks, as they have incentives to increase risk. In addition, regulators should encourage foreign investment in the banking sector and facilitate their operations in Egypt.

Social implications

Bank supervisors should intensely monitor banks with high-CARs that exceed mandatory requirements because they may be more likely to engage in more risk-taking activities.

Originality/value

It provides empirical evidence from a country-specific, emerging market perspective, in which restructuring events affect the national economy. Egypt, similar to other emerging countries in Africa, pursues an institutionally based (bank-based) system of corporate governance, where banks are the primary sources of finance for firms. Therefore, restructuring banks and other financial institutions and supervising their operations ensure the soundness and stability of these institutions, which represent the nerve of emerging economies. Because emerging countries tend to share common characteristics and economic conditions, and the reform of their financial systems is significant for economic development, the Egyptian banking reform and restructuring program should be of interest to other emerging countries to capitalize on this experiment. While international studies on these relationships are mostly cross-country or focus on US banks, firm-specific studies are scant. Furthermore, the findings of this study should be of interest to Egyptian regulators, bank supervisors and policy makers studying the implications of bank reforms.

Details

Managerial Finance, vol. 41 no. 9
Type: Research Article
ISSN: 0307-4358

Keywords

Article
Publication date: 21 March 2019

Lukasz Prorokowski, Hubert Prorokowski and Georgette Bongfen Nteh

This paper aims to analyse the recent changes to the Pillar 2 regulatory-prescribed methodologies to classify and calculate credit concentration risk. Focussing on the Prudential…

Abstract

Purpose

This paper aims to analyse the recent changes to the Pillar 2 regulatory-prescribed methodologies to classify and calculate credit concentration risk. Focussing on the Prudential Regulation Authority’s (PRA) methodologies, the paper tests the susceptibility to bias of the Herfindahl–Hirscham Index (HHI). The empirical tests serve to assess the assumption that the regulatory classification of exposures within the geographical concentration is subject to potential misuse that would undermine the PRA’s objective of obtaining risk sensitivity and improved banking competition.

Design/methodology/approach

Using the credit exposure data from three global banks, the HHI methodology is applied to the portfolio of geographically classified exposures, replicating the regulatory exercise of reporting credit concentration risk under Pillar 2. In doing so, the validity of the aforementioned assumption is tested by simulating the PRA’s Pillar 2 regulatory submission exercise with different scenarios, under which the credit exposures are assigned to different geographical regions.

Findings

The paper empirically shows that changing the geographical mapping of the Eastern European EU member states can result in a substantial reduction of the Pillar 2 credit concentration risk capital add-on. These empirical findings hold only for the banks with large exposures to Eastern Europe and Central Asia. The paper reports no material impact for the well-diversified credit portfolios of global banks.

Originality/value

This paper reviews the PRA-prescribed methodologies and the Pillar 2 regulatory guidance for calculating the capital add-on for the single name, sector and geographical credit concentration risk. In doing so, this paper becomes the first to test the assumptions that the regulatory guidance around the geographical breakdown of credit exposures is subject to potential abuse because of the ambiguity of the regulations.

Details

Journal of Financial Regulation and Compliance, vol. 27 no. 3
Type: Research Article
ISSN: 1358-1988

Keywords

Article
Publication date: 4 April 2016

Sanjukta Sarkar and Rudra Sensarma

Under the traditional franchise value paradigm, competition in banking markets is considered to be risk enhancing because of its tendency to raise interest rates on deposits…

1314

Abstract

Purpose

Under the traditional franchise value paradigm, competition in banking markets is considered to be risk enhancing because of its tendency to raise interest rates on deposits. Taking a contrarian view, Boyd and De Nicolo (2005) have argued that competition in the loan market can lead to lower interest rates and hence reduce bank risk-taking. Following these contradictory theoretical results, the empirical evidence on the relationship between risk and competition in banking has also been mixed. This paper analyses the competition–stability relationship for the Indian banking sector for the period 1999-2000 to 2012-2013.

Design/methodology/approach

Banking competition is measured using structural measures of concentration, namely, five-bank concentration ratios and the Herfindahl-Hirschman Index as well as a non-structural measure of competition – the Panzar-Rosse H-Statistic. Panel regression methods are used to estimate the relationships.

Findings

Our results show that while concentration leads to lower levels of default, market and asset risks, it exacerbates the levels of capital and liquidity risks.

Practical implications

These results have interesting implications for banking sector policy in emerging economies. For instance, any strategy on entry of new banks has to be carefully coordinated with supervisory efforts and macro-prudential policy to derive the benefits of greater competition in the banking industry.

Originality/value

This is the first paper that analyses the competition – stability relationship using a large number of alternative measures for the banking sector, an emerging economy.

Details

Journal of Financial Economic Policy, vol. 8 no. 1
Type: Research Article
ISSN: 1757-6385

Keywords

Article
Publication date: 7 November 2016

Junaid Haider and Hong-Xing Fang

The purpose of this paper was first to find out whether the negative relationship between board size and future firm risk persists in China while contemplating all sorts of…

1211

Abstract

Purpose

The purpose of this paper was first to find out whether the negative relationship between board size and future firm risk persists in China while contemplating all sorts of endogeneity. Second, the authors have investigated the role of large shareholders in influencing the managerial decisions concerning future firm risk via board size. Finally, the authors examined whether the moderating role of large shareholders is any different in state-owned enterprises (SOEs) and non-state-owned enterprises (NSOEs) in China.

Design/methodology/approach

The sample included all the A-listed firms listed on the Shanghai and the Shenzhen stock exchanges over a sample period from 2008 to 2013. The authors used fixed effects regression and the generalized method of moments (GMM) to test the three hypotheses.

Findings

The authors found that board size is negatively associated with future firm risk when measured as volatility in future stock prices and future cash flows. Second, large shareholders directly influence managerial decisions about future firm risk, irrespective of board size. Third, the moderating role of ownership concentration is insignificant in both SOEs and NSOEs.

Originality/value

To the best of the authors’ knowledge, this is the first study which has analyzed the role of large shareholders in the relationship between board size and future firm risk. This study provides valuable insights, particularly in the context of a developing country, into the role played by large shareholders in influencing managerial decisions concerning future firm risk.

Details

Chinese Management Studies, vol. 10 no. 4
Type: Research Article
ISSN: 1750-614X

Keywords

Article
Publication date: 14 December 2021

Miroslav Mateev, Syed Moudud-Ul-Huq and Ahmad Sahyouni

This paper aims to investigate the impact of regulation and market competition on the risk-taking Behaviour of financial institutions in the Middle East and North Africa (MENA…

Abstract

Purpose

This paper aims to investigate the impact of regulation and market competition on the risk-taking Behaviour of financial institutions in the Middle East and North Africa (MENA) region.

Design/methodology/approach

The empirical framework is based on panel fixed effects/random effects specification. For robustness purpose, this study also uses the generalized method of moments estimation technique. This study tests the hypothesis that regulatory capital requirements have a significant effect on financial stability of Islamic and conventional banks (CBs) in the MENA region. This study also investigates the moderating effect of market power and concentration on the relationship between capital regulation and bank risk.

Findings

The estimation results support the view that capital adequacy ratio (CAR) has no significant impact on credit risk of Islamic banks (IBs), whereas market competition does play a significant role in shaping the risk behavior of these institutions. This study report opposite results for CBs – an increase in the minimum capital requirements is followed by an increase in a bank’s risk level, which has a negative impact on their financial stability. Furthermore, the results support the notion of a non-linear relationship between banking concentration and bank risk. The findings inform the regulatory authorities concerned with improving the financial stability of banking sector in the MENA region to set their policy differently depending on the level of concentration in the banking market.

Research limitations/implications

This study contributes to the literature on the effectiveness of regulatory reforms (in this case, capital requirements) and market competition for bank performance and risk-taking. In regard to IBs, capital requirements are less effective in requiring IBs to adjust their risk level according to the Basel III methodology. This study finds that IBs’ risk behavior is strongly associated with market competition, and therefore, the interest rates. Moreover, banks operating in markets with high banking concentration (but not necessarily, low competition), will decrease their credit risk level in response to an increase in the minimum capital requirements. As a result, these banks will be more stable compared to their conventional peers. Thus, regulators and policymakers in the MENA region should restrict the risk-taking behavior of IBs through stringent capital requirements and more intense banking supervision.

Practical implications

The practical implications of these findings are that the regulatory authorities concerned with improving banking sector stability in the MENA region should proceed differently, depending on the level of banking market concentration. The findings inform regulators and policymakers to set capital requirements at levels that would restrict banks from taking more risk to increase their returns. They are also important for bank managers who should avoid risky strategies in response to increased regulatory pressure (e.g. increase in the minimum required capital level of 8%), as they may lead to an increase in the level of non-performing loans, and therefore, a greater probability of bank default. A future extension of this study will focus on testing the effect of bank risk-taking and market competition on the capitalization levels of banks in the MENA countries. More specifically, this study will investigates if banks raise their capitalization levels during the COVID-19 pandemic.

Originality/value

The analysis of previous research indicates that there is no unambiguous answer to the question of whether IBs perform differently than CBs under different competitive conditions. To fill this gap, this study examines the influence of capital regulation and market competition (both individually and interactively) on bank risk-taking behavior using a large sample of banking institutions in 18 MENA countries over 14 years (2005–2018). For the first time in this line of research, this study shows that the level of market power is positively associated with the level of a bank’ insolvency risk. In others words, IBs operating in highly competitive markets are more inclined to take a higher risk than their conventional peers. Regarding the IBs credit risk behavior, this study finds that market power has a limited impact on the relationship between CAR and risk level. This means that IBs are still applying in their operations the theoretical models based on the prohibition of interest.

Details

Journal of Islamic Accounting and Business Research, vol. 13 no. 2
Type: Research Article
ISSN: 1759-0817

Keywords

Article
Publication date: 8 July 2019

Apriani Dorkas Rambu Atahau and Tom Cronje

The purpose of this paper is to determine the impact of loan concentration on the returns of Indonesian banks and examines whether bank ownership types affect the relationship…

Abstract

Purpose

The purpose of this paper is to determine the impact of loan concentration on the returns of Indonesian banks and examines whether bank ownership types affect the relationship between concentration and returns.

Design/methodology/approach

This research uses heuristic measures of concentration: The Hirschman–Herfindahl index and Deviation from Aggregated Averages are applied to Indonesian banks across all sectors. The data covers the pre and post global financial crises periods from 2003-2011 for 109 commercial banks in Indonesia. Panel feasible generalised least squares analysis was applied.

Findings

The findings show that loan concentration increases bank returns. The positive effect of concentration on returns tends to be more significant for domestic-owned banks. In addition, the interaction effect shows that the positive effect of concentration on returns is less for foreign-owned banks.

Research limitations/implications

The Indonesian central bank changes to the reporting format of sectoral loan allocation by banks since 2012 in terms of the Indonesian Banking Statistics Details of Enhancement matrix requires separate data analysis for 2012 onwards. The findings of this paper could be enhanced by more detailed data like interest rate expenses and bank level sectoral non-performing loans data.

Practical implications

The findings suggest that a focus strategy provides better returns. Moreover, bank ownership types is an important factor to consider when setting a bank lending policy.

Originality/value

This paper is among the few studies where different measures of loan concentration in combination with measures of return are applied in Indonesia as an emerging Asian country. The research also provides evidence of the impact of concentration on the interest earnings of the loan portfolios of banks in addition to return on assets and return on equity that are generally applied as measures of return in previous research.

Details

Journal of Asia Business Studies, vol. 13 no. 3
Type: Research Article
ISSN: 1558-7894

Keywords

Article
Publication date: 2 June 2023

Miroslav Mateev and Tarek Nasr

This paper aims to investigate the impact of capital requirements and bank competition on banks' risk-taking behavior in the Middle East and North Africa (MENA) region.

Abstract

Purpose

This paper aims to investigate the impact of capital requirements and bank competition on banks' risk-taking behavior in the Middle East and North Africa (MENA) region.

Design/methodology/approach

The study combines both descriptive and analytical approaches. It considers panel data sets and adopts panel data econometric techniques like fixed effects/random effects and generalized method of moments estimator.

Findings

Regulatory capital and market competition have different effects according to the bank’s type (Islamic or conventional). The results show that the capital adequacy ratio has a significant impact on the credit risk of conventional banks (CBs) while this effect is irrelevant for Islamic banks (IBs). However, market competition plays a significant role in shaping risk-taking behavior of Islamic banking institutions. Our results indicate that banks with strong market power may pursue risky strategies in the face of increased regulatory pressure (e.g. increased minimum capital requirements). The results were robust to alternative profitability measures and endogeneity checks.

Research limitations/implications

The most important limitation is the lack of data for some banks and years, and this paper had to exclude some variables because of missing observations. The second limitation concerns the number of IBs in the sample. However, this can be overcome by including more countries from MENA and other regions where Islamic banking is a growing phenomenon.

Practical implications

Our findings call for a change in Islamic banking’s traditional business model based on the prohibition of interest. The analysis indicates that market concentration moderates the association between capital requirements and the insolvency risk of IBs but not CBs. Therefore, regulatory authorities concerned with improving financial stability in the MENA region should set up their policies differently depending on the level of banking market concentration. Finally, bank managers are requested to apply a more disciplined approach to their lending decisions and build sufficient capital conservation buffers to limit the impact of downside risk from the depletion of capital buffers during the pandemic.

Originality/value

This study addresses banks’ risk-taking behavior and stability in the MENA region, which includes banks of different types (Islamic and conventional). This paper also contributes to the literature on bank stability by identifying the most critical factors that affect bank risk and stability in the MENA region, which can be relevant in the context of the new global (COVID-19) crisis.

Details

International Journal of Islamic and Middle Eastern Finance and Management, vol. 16 no. 6
Type: Research Article
ISSN: 1753-8394

Keywords

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