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Book part
Publication date: 16 September 2022

Vasileios Ouranos and Alexandra Livada

Probability of Default (PD) is a crucial credit risk parameter. International accords have motivated banks and credit institutions to adopt objective systems of evaluating and…

Abstract

Probability of Default (PD) is a crucial credit risk parameter. International accords have motivated banks and credit institutions to adopt objective systems of evaluating and monitoring the PD. This study examines retail unsecured loans of a major Greek bank during the period of the financial crisis. It focusses on the stochastic behaviour of the financial states of the loans. It is tested whether a first-order Markov chain (MC) model describes sufficiently the transitions from one state to another. Moreover, Poisson regression models are estimated in order to calculate the limiting transition matrix, the limiting state probabilities and the PD. It is proved that the MC of the financial states of loans is non-homogeneous suggesting that the transition probabilities from one financial state to another are not constant across time. From the Poisson regression models, the transition probability matrix is estimated from one state to another in alternative time periods. From the limiting transition matrix, it is shown that if a loan is delayed then it is very likely to move towards the next worst case. The findings of this research could be useful for bank management.

Details

The New Digital Era: Other Emerging Risks and Opportunities
Type: Book
ISBN: 978-1-80382-983-8

Keywords

Article
Publication date: 28 May 2021

Robert Stewart

The purpose of this study is to demonstrate that the internal ratings-based (IRB) approach provides more effective risk discrimination than the standardized approach when…

Abstract

Purpose

The purpose of this study is to demonstrate that the internal ratings-based (IRB) approach provides more effective risk discrimination than the standardized approach when calculating regulatory capital for retail credit risk exposures.

Design/methodology/approach

The author uses four retail credit data sets to compare regulatory capital appropriation using the IRB approach and the standardized approach. The author follows the regulatory capital calculation method recommended under Basel III. For the IRB approach, the author uses a logistic regression to determine the probability of default.

Findings

The results suggest that the IRB approach provides more effective risk discrimination across individual exposures, which allows more regulatory capital to be held against riskier exposures and less regulatory capital to be held against less risky exposures. The author further argues that the Basel III output floor, as presently constructed, may disincentivize the use of the IRB approach and further diminish the value of secured lending under the IRB approach. To address this issue, the author offers two simple adjustments to the current design of the output floor.

Originality/value

While studies have argued the idea of risk-sensitive regulatory capital, the author has not observed any research that empirically compares the risk-sensitivity of regulatory capital across retail credit exposures, which makes up a significant portion of many banks’ credit exposures. This study also highlights what appears to be a major point of concern for the output floor, which is set to be phased in starting January 2022. This is of particular value because this point has not appeared to receive any attention in the literature thus far.

Article
Publication date: 5 January 2015

Satyajit Dhar and Avijit Bakshi

The purpose of this paper is to examine the factors that influence the variability of loan losses (termed as non-performing advances or NPA in India) of Indian banks in the public…

1970

Abstract

Purpose

The purpose of this paper is to examine the factors that influence the variability of loan losses (termed as non-performing advances or NPA in India) of Indian banks in the public sector during the period of five years from 2001 to 2005.

Design/methodology/approach

The analysis is based on a panel approach, which considers both spatial and time dimensions of observations. Panel regression was used to explore the impact of different bank-specific factors on NPAs of 27 public sector banks (PSBs). Standard tests were used to find out suitability of different models of panel data analysis. Eight bank-specific factors were identified for analysis on the basis of review of extant literature.

Findings

Certain bank-specific factors, in particular, net interest margin and capital adequacy ratio exhibit negative and significant impact on gross non-performing advances (GNPA) ratio of Indian PSBs. The results also suggest that relative quantum of sensitive sector (SEN) (comprised of commercial real estate, commodity and capital market) advances has a positive relationship with NPA ratio, and such a relationship is statistically significant.

Research limitations/implications

The sample is restricted to India and may not be reflective of other countries. The study considers bank-level factors, and there are some macro factors (e.g. gross domestic product, interest rate and inflation rate) which could have explained the variability of GNPA ratio.

Practical implications

Provisioning against loan losses is a major issue for stability of the banking system. Identification of appropriate causes of variability of such loan losses is important for managing credit portfolio of a bank. A positive and significant relationship between SEN advances and NPA calls for a more cautionary approach toward lending to those sectors.

Originality/value

This paper is believed to be the first attempt to empirically examine the role of bank-specific factors. This study attempts to enrich empirical research in the field and provides an insight into the role of various bank-specific factors on loan losses in the context of Indian PSBs. The study provides contrary evidence regarding the role of priority sector advances on a GNPA ratio.

Details

Journal of Asia Business Studies, vol. 9 no. 1
Type: Research Article
ISSN: 1558-7894

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Article
Publication date: 1 March 2001

Simon Page and Mark Winter

The authors trace the inside story of a ground‐breaking transaction which they pioneered. It enabled Barclays Bank to shed all the credit risk it held as the result of originating…

2067

Abstract

The authors trace the inside story of a ground‐breaking transaction which they pioneered. It enabled Barclays Bank to shed all the credit risk it held as the result of originating unsecured consumer loans in a particular branded portfolio. As such the transaction allowed Barclays to separate the business of origination from the business of managing the balance‐sheet. This achievement has far‐reaching consequences for the world of asset and liability management which the authors outline and discuss.

Details

Balance Sheet, vol. 9 no. 1
Type: Research Article
ISSN: 0965-7967

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Case study
Publication date: 15 February 2022

Odongo Kodongo, Claire Beswick and Helen van den Berg

After working through and discussing this case, learners should be able to:1. evaluate the financial condition of Ellerine Holdings Limited (EHL) at the time of the merger…

Abstract

Learning outcomes

After working through and discussing this case, learners should be able to:1. evaluate the financial condition of Ellerine Holdings Limited (EHL) at the time of the merger proposal and use it to make inferences about the company’s ability, at that time, to function effectively as a going concern;2. identify the conditions within EHL and in the operating environment that may have made it necessary for EHL to seek to change its business strategy;3. determine whether the acquisition price offered to EHL by African Bank Investments Limited (ABIL) was fair; and4. compute the value accretion/loss expected to be realised by the existing shareholders of ABIL and EHL under the merger proposal.

Case overview/synopsis

This case situates the directors of Ellerine Holdings, a furniture retail company that merged with African Bank Limited in 2007, reflecting on the events that led up to both entities being placed into business rescue in 2014 and asking whether the merger was the cause of the demise. If they had chosen an alternative partner, would the results have been different?

Complexity academic level

Masters Level students – MBA or Masters in Finance.

Supplementary materials

For instructors.The following material has been provided with the teaching note for instructors:- Teaching Note.- Johannesburg Stock Exchange News System (SENS) extract of related original filing.For students.The following supplementary material has been provided to accompany the case:- Financial information on the two companies (Excel spreadsheet).- Johannesburg SENS extract of related original filing.

Subject code

CSS 1: Accounting and Finance.

Details

Emerald Emerging Markets Case Studies, vol. 12 no. 1
Type: Case Study
ISSN: 2045-0621

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Article
Publication date: 1 December 2003

Deborah Ralston and April Wright

Sound lending procedures in retail financial institutions involve identifying high‐risk applicants, modifying loan conditions such as security requirements, and monitoring…

2787

Abstract

Sound lending procedures in retail financial institutions involve identifying high‐risk applicants, modifying loan conditions such as security requirements, and monitoring repayments post‐loan approval. For managers of credit unions, this procedure is complicated by the need to achieve balance between the institution’s social objective of improving loan accessibility so members can attain lifestyle goals and the possibility of reducing the institution’s viability through loan default. The results of our survey of Australian credit unions, in which 70 per cent of respondents reported experiencing some bankruptcy‐related default on personal loans, indicate managers do not impose more stringent lending conditions on high‐risk borrowers. However, social and viability objectives could be better balanced through careful loan monitoring and timely arrears practices.

Details

International Journal of Bank Marketing, vol. 21 no. 6/7
Type: Research Article
ISSN: 0265-2323

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Article
Publication date: 1 January 1975

Knight's Industrial Law Reports goes into a new style and format as Managerial Law This issue of KILR is restyled Managerial Law and it now appears on a continuous updating basis…

Abstract

Knight's Industrial Law Reports goes into a new style and format as Managerial Law This issue of KILR is restyled Managerial Law and it now appears on a continuous updating basis rather than as a monthly routine affair.

Details

Managerial Law, vol. 18 no. 1
Type: Research Article
ISSN: 0309-0558

Article
Publication date: 1 May 1990

Kenneth Andrew

This monograph covers a number of key articlesand presentations by the author over the lastdecade. The points contained in them reflect aclear belief based on experience of…

Abstract

This monograph covers a number of key articles and presentations by the author over the last decade. The points contained in them reflect a clear belief based on experience of creating significant cultural change so that banks become more market‐driven and customer‐orientated. Many of the forecasts made in the articles have become a reality in the marketplace. This monograph begins with a description of changes over the last decade: the introduction of the marketing function into banks, consumer responses, new competitors, technological developments, and the impact of Government. Marketing has faced many difficulties in the banking industry and competitive breakthroughs have not been easy to achieve. Many leaders in the industry believe in business/marketing strategy evolving in close association with IT planning – this is the second topic, IT support may be crucial. The importance of advertising and management of agency relationships is the subject of Chapter 3 – how can it be effectively used? Chapter 4 looks at the ways in which the consumer is presently getting a better deal; Chapter 5 describes the marketing success of the NatWest Piggy Bank within the context of a changing marketing culture. A wider repertoire of marketing techniques are used in the USA (Chapter 6) but if they are to be used in the same way here then the situation will need to approximate more closely to that of the USA – credit and credit cards are the particular focus and the US market is more aggressive. Chapters 7‐9 look at the future of financial services marketing from the retailer′s perspective – the retailer′s detailed approach to a possible new business has distinctive strengths, but their actual opportunities in this market may be restricted to an extent by, for example, inexperience and so lower credibility as vendors of some specialised services like investment management. Chapter 10 appraises the value and strategic nature of market research. Chapter 11 considers the movement of building societies into the wider personal financial services marketplace, the product′s role in the marketing mix, and the impact of the Single Market in Europe. Chapter 12 singles out the cost‐effective technique of automated vetting of customers′ creditworthiness from the special viewpoint of the building society. The monograph concludes with a discussion of the changing market and future prospects: the world of finance is no longer simple; money is no longer the common denominator; the consumer is now the focus; competition to provide services is fierce; the future is exciting!

Details

International Journal of Bank Marketing, vol. 8 no. 5
Type: Research Article
ISSN: 0265-2323

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Abstract

Details

The Banking Sector Under Financial Stability
Type: Book
ISBN: 978-1-78769-681-5

Case study
Publication date: 26 June 2018

Stephanie Giamporcaro and Matthew Marrian

The case on ABIL deals with the important issue of corporate governance, and particularly the crucial role that the board of directors plays. It highlights the complex issue…

Abstract

Subject area

The case on ABIL deals with the important issue of corporate governance, and particularly the crucial role that the board of directors plays. It highlights the complex issue institutional investors face when trying to assess the strength of a board and the quality of information and disclosure. The case is set in South Africa which is an emerging market.

Study level/applicability

The case targets MBA students and can be taught as part of a corporate governance or sustainable and responsible investment module or course. The case is aimed at both local and international students as the case deals with corporate governance principles that are applicable to both audiences. Where necessary, the case provides information to guide international audiences.

Case overview

The teaching case is set on 6 August 2014 when Ian Matthews, the Head of Equities at a South African Asset Manager, BG Wealth, gets a call while on leave. The call is from his boss, chief investment officer, Deryck Medley, informing him of the negative trading update and asking him to come back to prepare for an emergency investment committee that afternoon. The case traces Matthews’ day as he reviews the research reports BG Wealth had put together on ABIL over the previous 15 months. Matthews also recalls the process the investment team went through internally before finally deciding to invest in the company. The case highlights not only the corporate governance failures of ABIL but also the lack of consideration given to ESG factors by BG Wealth.

Expected learning outcomes

The case’s primary teaching objective is to highlight the importance of corporate governance. The case provides detailed insights into the area of corporate governance through the analysis of a corporate failure. Through this teaching case, the students will follow the real-life events that led to the collapse of ABIL. It is intended that the students will be forced to deal with a complex situation and will be required to develop specific solutions to the issues raised.

Supplementary materials

Teaching notes are available for educators only. Please contact your library to gain login details or email support@emeraldinsight.com to request teaching notes.

Subject code

CSS 1: Accounting and Finance.

Details

Emerald Emerging Markets Case Studies, vol. 8 no. 2
Type: Case Study
ISSN: 2045-0621

Keywords

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