• 제목/요약/키워드: credit risk management

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Credit Risk Measurement Practices in Indian Commercial Banks - An Empirical Investigation

  • Arora, Swaranjeet
    • Asia-Pacific Journal of Business
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    • v.5 no.2
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    • pp.37-50
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    • 2014
  • Banking institutions have been facing variety of difficulties but the major cause of serious banking problems relates to lax credit standards for borrowers and counterparties, poor portfolio risk management, or a lack of attention to changes in economic or other circumstances that can lead to deterioration in the credit standing of a bank's counterparties. Although credit risk is an important factor that financial institutions should cope with, but the determinants of measuring credit risk have been studied less. This paper attempts to explore the determinants of credit risk measurement and to identify the factors that contribute to credit risk measurement practices in Indian banks and to compare credit risk measurement practices followed by Indian public and private sector banks, the empirical study has been conducted and views of employees of various banks have been tested using statistical tools. This study explored the phenomenon from different perspectives and revealed that single-name credit risk measurement and portfolio credit risk measurement are the key components that contribute to credit risk measurement in Indian banks. From the descriptive and analytical results, it can be concluded that Indian banks efficiently measure credit risk. The results also indicate that there is a significant difference between the Indian public and private sector banks in single-name credit risk measurement while, these banks do not significantly differ in portfolio credit risk measurement aspect.

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A Study on the Development of Integrated Risk Management System: Object-Oriented Approach (국내 은행금융기관의 통합 위험관리시스템 개발에 대한 연구: 객체지향적 접근)

  • Jung, Chul-Yong
    • Information Systems Review
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    • v.4 no.2
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    • pp.361-376
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    • 2002
  • This paper proposes a framework for integrated credit risk management system in domestic bank financial institutions. Credit evaluation system, loan processing system, credit monitoring system, and credit risk management system are integrated for efficient and effective risk-adjusted performance management in this framework. Risk exposures, not only for each credit, but also for bank's whole credit portfolio need to be measured and analyzed through the concept of Value-at-Risk (VaR). The effects of changes in credit ratings of individual loaners on bank's credit risk exposure are also considered. We tried to model this integrated credit risk management system by using object-oriented modeling language, UML.

A Study on the System of Risk Management in the Int'l Trade by Internet Network (인터넷무역위험(貿易危險)의 관리체계(管理體系)에 관한 고찰(考察))

  • Ha, Kang-Hun
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.15
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    • pp.239-261
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    • 2001
  • There are many kinds of risk in int'l trade by internet network, such as credit risk, mercantile risk, contingency risk, exchange risk, physical risk and the risk on internet network. Especially, risk management against credit risk and the risk on internet network are very important. The former is conventional but more important these days. The latter is a new risk that has been incurred owing to the int'l trade by internet network. The system of risk management against the former are firstly, to surely research credit of counterpart by internet, secondly, to certify the entity by password or fingerprint, thirdly, to pay the price under a letter of credit, fourthly, to use the system of int'l trade such as bolero, trade card, finally, to use the authority of electronic trade services. The system of risk management against the latter are firstly, to install the firewall on the own computer network, secondly, to entrust the management own computer network to the network security services firm, thirdly, to electronically communicate with counterpart through the certification authority, finally, to insure against the own network risk with the security insurance company.

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Roles of Capital Adequacy and Liquidity to Improve Banking Performance

  • MARGONO, Hery;WARDANI, Mursida Kusuma;SAFITRI, Julia
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.11
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    • pp.75-81
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    • 2020
  • This study aims to empirically test the effect of liquidity and adequacy on bank performance through interest rate risk and credit risk. Capital adequacy and liquidity are variables that can affect the ups and downs of opinion, where the bank's performance in this study is the dependent variable. Good credit distribution can minimize the occurrence of defaults. This study uses banking companies in Indonesia that are listed on the Indonesian stock exchange, with a total number of 43 banking companies, this study however, uses only 30 companies ranging from years 2014 to 2019, primarily due to the availability of the limited data. The data analysis techniques used in this study is PLS-SEM with the WarpPLS application. The research results show that capital adequacy and liquidity has a positive effect on bank performance, interest rate risk and credit risk can mediate capital adequacy on bank performance, interest rate risk can mediate liquidity on bank performance, and interest rate risk has a positive effect on bank performance. However, credit risk can't mediate liquidity on bank performance and credit risk does not have a positive effect on bank performance. This is in line with the commercial loan theory, shiftability theory and the doctrine of anticipated income, which explains how best to give credit, both in longer and the shorter term.

A Study on the Perception of Credit Cards' Benefit and Risk and the Shopping Value Types among Korean Undergraduate Consumers (대학생의 쇼핑가치 유형과 신용카드의 혜택 및 위험 요인 지각에 대한 연구)

  • Hong Heeyoung;Doo Kyungja
    • Journal of Family Resource Management and Policy Review
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    • v.9 no.2
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    • pp.145-161
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    • 2005
  • This study was to examine whether the hedonic and utilitarian shopping values were expressed in shopping experience among the undergraduates and how the consumers with different shopping values vary in the perception of credit cards' benefit and risk. The 215 undergraduates in Seoul were surveyed. The results indicated that undergraduates were divided into hedonic shoppers and utilitarian shoppers according to their shopping value and that the perception of credit cards' benefit and risk was explained by the four factors including the increased cost, the removing the immediate need for money, the additional service and benefits, and the overspending and credit crime. The overspending and credit crime as one of the risk factors was affected by the types of shopping values.

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The Role of Financial Risk Management in Predicting Financial Performance: A Case Study of Commercial Banks in Pakistan

  • AHMED, Zeeshan;SHAKOOR, Zain;KHAN, Mubashir Ali;ULLAH, Waseem
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.5
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    • pp.639-648
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    • 2021
  • The study aims to examine the role of financial risk management in predicting the financial performance of commercial banks in Pakistan over the period of 2006-2017. For this purpose, risk management is measured through credit risk, interest rate risk, and liquidity risk, while financial performance is measured through ROA, ROE, and ROI. For this purpose, the dynamic panel model and two step GMM panel estimators are used to test the hypothesis empirically. The annual secondary data has been taken from the published financial reports of commercial banks of Pakistan. The results show that financial risk management significantly decreases the financial performance of commercial banks in Pakistan. Overall, the results are conclusive across the alternative measures of financial risk management in predicting the financial performance of the banking sector in Pakistan. The study suggested that managers should adopt risk management and risk hedging strategies to manage commercial banks' financial risks in Pakistan. They should hold extra cash while using the trade credit facilities. Previous studies mostly used a static model, but this study used a dynamic panel model. This study is among the first that focused on the various factors affecting the banks' performance in Pakistan.

Research of method prevent to illegal use of Credit Card (신용카드 부정사용 거래 예방을 위한 대처 방안 연구)

  • Pu, Chang Hee;Jun, Moon Seog
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.8 no.3
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    • pp.147-156
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    • 2012
  • Most people in our society use credit card instead of cash or check, so credit card is very important economic method. Credit card supposed to be safe, but hackers hack credit card for illegal deal. Also hackers make fake credit card and issue fake credit card to other people. In this thesis it will study and analyze damage case for safe credit card deal. It will use safe credit card system to insert variety of information and data of using pattern in artificial intelligence network, so print out the possibility of risk and monitor the risk of credit card user's deal pattern, so if one of user's pattern is different than normal pattern, it will pop up message in consultant's screen. This thesis will study and suggest way of prevent from illegal deal and user friendly credit card checking system.

Building credit scoring models with various types of target variables (목표변수의 형태에 따른 신용평점 모형 구축)

  • Woo, Hyun Seok;Lee, Seok Hyung;Cho, HyungJun
    • Journal of the Korean Data and Information Science Society
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    • v.24 no.1
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    • pp.85-94
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    • 2013
  • As the financial market becomes larger, the loss increases due to the failure of the credit risk managements from the poor management of the customer information or poor decision-making. Thus, the credit risk management also becomes more important and it is essential to develop a credit scoring model, which is a fundamental tool used to minimize the credit risk. Credit scoring models have been studied and developed only for binary target variables. In this paper, we consider other types of target variables such as ordinal multinomial data or longitudinal binary data and suggest credit scoring models. We then apply our developed models to real data and random data, and investigate their performance through Kolmogorov-Smirnov statistic.

Credit Enhancement and its Risk Factors for IPP Projects in Asia: An Analysis by Network

  • Chowdhury, Abu Naser;Chen, Po-Han
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.122-126
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    • 2015
  • Credit enhancement is absolutely essential for financing Independent Power Producer (IPP) projects in Asia particularly for countries whose sovereign credit rating is on non-investment grade and foreign investment is difficult to achieve. Due to nexus of agreements among varies parties in IPP project, it is hard to clearly visualize the roles of these agreements. Examples are: What credit enhancement factors are most influential to minimize the associated risks of IPP projects? Why are they powerful? What are their roles? Who are less powerful and what are the obstacles that causes them less powerful? A research is conducted to identify the credit enhancement factors for IPP projects in Asia. IPP professionals validated 27 out of 28 identified credit enhancement factors, and five factor groupings were made through factor analysis. Afterwards, network theory is applied to find the unanswered questions, which by graphical and mathematical representations show that the host government's credit enhancement, MDBs, ECAs and other parties' credit enhancement are prominent and of great importance to handle the associated risks of IPP projects in Asia

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Factors Reducing Credit Card's Perceived Risk in Retail Payment: An Approach to Consumer Traits

  • Nam Hoang TRINH;Hong Ha TRAN
    • Journal of Distribution Science
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    • v.21 no.11
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    • pp.67-75
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    • 2023
  • Purpose: The study is focused on understanding consumer behaviour related to credit card use in retail payment or identifying factors that influence risk perception. Research design, data and methodology: Based on data collecting from structured self-administered questionnaires of 247 Vietnamese bank account payers, this study uses the Cronbach alpha analysis, the factor analyses, the structural equation modeling to assess the research's measurement model and structural model with the presence of knowledge, propensity to trust, self-efficacy, risk perception, intended use and their complex, intertwined relationships. Results: The results reveal that customer's perceived risk, which is affected by their self-efficacy and propensity to trust, negatively impact on their intended use of credit cards in retail payment. However, there is no evidence of the significant influence of consumer knowledge on how they assess potential losses of credit card. Conclusions: These findings provide a better understanding of consumer risk perception, its antecedents and consequence in a direction of credit card adoption. Bank managers or marketers should focus on increasing the information about credit cards and issues related to credit card use in retail payment, promoting mechanisms to encourage customers to participate in the credit card experience.