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Book part
Publication date: 10 April 2023

Isti Yuli Ismawati and Taufik Faturohman

This chapter shows how to identify the characteristics of borrowers that are part of a credit scoring model. The credit risk scoring model is an important tool for evaluating…

Abstract

This chapter shows how to identify the characteristics of borrowers that are part of a credit scoring model. The credit risk scoring model is an important tool for evaluating credit risk associated with customer characteristics that affect defaults. This research was conducted at a financial institution, a subsidiary of a commercial bank in Indonesia, to answer the challenge of determining the feasibility of providing financing quickly and accurately. This model uses a logistic regression method based on customer data with indicators of demographic characteristics, assets, occupations, and financing payments. This study identifies nine variables that meet the goodness of fit criteria, which consist of WOE, IV, and p-value. The nine variables can be used as predictors of default probability: type of work, work experience, net finance value, tenor, car brand, asset price, percentage of down payment (DP), interest, and income. The results of the study form a risk assessment model to identify variables that have a significant effect on the probability of default.

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Comparative Analysis of Trade and Finance in Emerging Economies
Type: Book
ISBN: 978-1-80455-758-7

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Book part
Publication date: 4 April 2022

Peter C. Young

The second major area of the so-called risk treatment is risk financing. Risk financing includes measures to finance the costs of losses, risks, and uncertainties. Historically…

Abstract

The second major area of the so-called risk treatment is risk financing. Risk financing includes measures to finance the costs of losses, risks, and uncertainties. Historically, risk financing has been virtually synonymous with buying insurance. However, over time alternatives to insurance have evolved – self-insurance, pools, captives, large deductible programmes, finite insurance programmes, banking arrangements, and capital market-based solutions. The concept of risk financing has expanded to include products that address a range of financial risks such as interest rate and credit risk. These products include derivatives and some new innovative securities.

Today, the rapid development of the risk financing market has created several practical problems. Notably, regulatory and legal structures have not always kept pace with change, leading to much confusion about risk financing alternatives. Many products look and function almost identically to others, and yet history and custom have dictated very different treatment by regulators, tax authorities, and others. There is growing pressure for significant legal and regulatory realignment.

For newcomers to the field, risk financing measures can be thought of as existing on a continuum, ranging from pure retention (all losses paid directly out of pocket) to pure transfer (where a third party accepts and bears the full costs of risk). An important recognition of the continuum of risk financing is that there are no products that are fully retention or transfer, but rather a varying blend of the two. Hedging of risk, for example, is arguably here a near perfect blending of a retention and a transfer of risk.

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Public Sector Leadership in Assessing and Addressing Risk
Type: Book
ISBN: 978-1-80117-947-8

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Public-Private Partnerships, Capital Infrastructure Project Investments and Infrastructure Finance
Type: Book
ISBN: 978-1-83909-654-9

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Responsible Investment Around the World: Finance after the Great Reset
Type: Book
ISBN: 978-1-80382-851-0

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Public-Private Partnerships, Capital Infrastructure Project Investments and Infrastructure Finance
Type: Book
ISBN: 978-1-83909-654-9

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Book part
Publication date: 20 October 2020

Jane Beckett-Camarata

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Public-Private Partnerships, Capital Infrastructure Project Investments and Infrastructure Finance
Type: Book
ISBN: 978-1-83909-654-9

Book part
Publication date: 19 December 2016

Mohammad Ashraful Ferdous Chowdhury, Mohammad Shoyeb, Chowdhury Akbar and Md. Nazrul Islam

The purpose of this study is to examine the effect of risk sharing and non-risk sharing instruments on both the profitability of Islamic banks and the economic growth of the…

Abstract

Purpose

The purpose of this study is to examine the effect of risk sharing and non-risk sharing instruments on both the profitability of Islamic banks and the economic growth of the country. This study also aims to improve the profit and loss sharing-based asset growth of Islamic banks.

Methodology/approach

The data for this study are obtained from the annual reports of all Islamic banks from Bangladesh using Bank scope database and annual report for the period of 1983–2014. The research uses Autoregressive Distributive Lag approach.

Findings

The findings reveal that risk sharing instruments are positively related to profitability and the economic growth of the country. This study also finds that non-risk sharing instruments play a predominant role in the profitability of the Islamic bank but are negatively related to the economic growth of the country.

Research implications

Banks and other financial institutions need to pay greater attention to systemic risk created by risk transfer and apply risk sharing methods of financing more vigorously than has hitherto been the case.

Originality/value

This study will also contribute to the literature as relatively few Islamic financial literatures deal with the relationship between equity financing and profitability which may make a strong contribution to the area of Islamic finance.

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Advances in Islamic Finance, Marketing, and Management
Type: Book
ISBN: 978-1-78635-899-8

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Content available
Book part
Publication date: 29 December 2016

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Risk Management in Emerging Markets
Type: Book
ISBN: 978-1-78635-451-8

Book part
Publication date: 20 May 2019

Shafiu I. Abdullah

A decade after 2008 crisis, scholars in mainstream field of finance are yet to proffer lasting solutions to the menace that target the root cause of the crisis. Islamic finance…

Abstract

A decade after 2008 crisis, scholars in mainstream field of finance are yet to proffer lasting solutions to the menace that target the root cause of the crisis. Islamic finance offers a simple message for the whole episode and others similar to it: introduction of God consciousness, removal of interest from the system, and its replacement with profit and loss sharing together with establishment of an ethic base corporate governance structure. Absence of ethical considerations is the main factor for financial crisis in the past hundred years. Models utilized by Islamic finance industry for financing and sharing of risk are musharakah and mudarabah. This chapter provides an overview of risk management and governance in both Islamic and conventional finance in the process outlining similarities and differences between the systems. It dissected through developments in the two fields and highlighted recent controversial topics affecting the field of finance in the modern world.

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Research in Corporate and Shari’ah Governance in the Muslim World: Theory and Practice
Type: Book
ISBN: 978-1-78973-007-4

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Coping with Disaster Risk Management in Northeast Asia: Economic and Financial Preparedness in China, Taiwan, Japan and South Korea
Type: Book
ISBN: 978-1-78743-093-8

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