scholarly journals Drivers of Individual Credit Risk of Retail Customers—A Case Study on the Example of the Polish Cooperative Banking Sector

Risks ◽  
2021 ◽  
Vol 9 (12) ◽  
pp. 219
Author(s):  
Rafał Balina ◽  
Marta Idasz-Balina
Keyword(s):  
Credit Risk ◽  
Financial Institutions ◽  
Predictive Power ◽  
Banking Sector ◽  
Key Factors ◽  
Logit Regression ◽  
Local Character ◽  
History Of ◽  
Cooperative Banks

The main aim of the research was to determine the key factors determining the level of credit risk of individual clients (clients in the form of natural persons, excluding companies) on the example of Polish cooperative banks according to the following features: transaction characteristics, socio-demographic characteristics of the customer, the customer’s financial situation, the customer’s history of cooperation with the cooperative bank where they applied for a loan, and the customer’s history of cooperation with other financial institutions. For the research gathered data from 1000 credit applications submitted by individual customers when applying for a credit in five different cooperative banks were used for the analyses. To assess the credit risk of retail clients we use logit regression models, and additionally, score cards were calculated. The results of the research indicate that among the factors with high predictive power there were the features characterizing the client’s history of cooperation with the cooperative bank, where they applied for a loan. It may mean that when assessing credit risk related to financing individual customers, cooperative banks due to their local character, have an advantage over other financial institutions.

The Role of Mobile Money in Moderating Financial Exclusion: A Tanzanian Experience

2020 ◽  
Vol 2 ◽  
pp. 1-24 ◽  
Author(s):  
Deogratius Joseph Mhella
Keyword(s):  
Developing Countries ◽  
Financial Institutions ◽  
Banking Sector ◽  
Research Question ◽  
Microfinance Institutions ◽  
Mobile Money ◽  
Access To Credit ◽  
Financial Exclusion

Prior to the advent of mobile money, the banking sector in most of the developing countries excluded certain segments of the population. The excluded populations were deemed as a risk to the banking sector. The banking sector did not work with cash stripped and the financially disenfranchised people. Financial exclusion persisted to incredibly higher levels. Those excluded did not have: bank accounts, savings in financial institutions, access to credit, loan and insurance services. The advent of mobile money moderated the very factors of financial exclusion that the banks failed to resolve. This paper explains how mobile money moderates the factors of financial exclusion that the banks and microfinance institutions have always failed to moderate. The paper seeks to answer the following research question: 'How has mobile money moderated the factors of financial exclusion that other financial institutions failed to resolve between 1960 and 2008? Tanzania has been chosen as a case study to show how mobile has succeeded in moderating financial exclusion in the period after 2008.

Die Stabilität von Finanzmärkten:Wie kann die Wirtschaftspolitik Vertrauen schaffen?

2006 ◽  
Vol 55 (1) ◽  
Author(s):  
Theresia Theurl ◽  
Jan Pieter Krahnen ◽  
Thomas P. Gehrig
Keyword(s):  
Credit Risk ◽  
Financial Markets ◽  
Financial Market ◽  
Financial Institutions ◽  
Banking Sector ◽  
Public Awareness ◽  
Credit Derivatives ◽  
Point Of View ◽  
Regulatory Oversight ◽  
The Creation

AbstractFrom Theresia Theurl’s point of view financial markets exhibit certain features that turn them inherently unstable. Therefore, economic policy measures were necessary and advisable, but they should not take the shape of isolated and selected interventions. Rather, these measures of financial market supervision and regulation had to be integrated into a comprehensive concept of micro- and macroeconomic policy in order to allow the creation of stabilizing trust.In his contribution, Jan Pieter Krahnen maintains, that the systemic risk of banks and financial institutions has changed and risen in recent years. According to his view, this is due to a more widespread use of credit derivatives. Although they may cause a more efficient distribution of credit risk in the banking sector, at the same time they could mean a higher vulnerability of the banking sector to system-wide contagion effects of credit risk. As such, financial market supervision as well as the Basel II rules on Capital Standards should take into account not only the credit risk exposure of individual financial institutions, but also correlation measures of their share prices.For Thomas Gehrig, empirical anomalies demonstrate the relevance of awareness and trust in financial markets. This note would argue in favor of social policies that enhance public awareness in financial markets as a basis for trust. And so naturally, these policies need to be complemented by a strong financial order that aims at minimizing behavioral risks. He says, trust requires a regulatory framework that reduces manipulation by private as well as public interests. A competitive order complemented by strong regulatory oversight may go a long way towards generating liquid financial markets and the creation of trust. Trust by individuals, however, would be most strongly encouraged when individuals are entrusted in managing their own financial market activities including their own pension arrangements.

scholarly journals Modelling the predictive performance of credit scoring

2013 ◽  
Vol 13 (1) ◽  
Author(s):  
Shi-Wei Shen ◽  
Tri-Dung Nguyen ◽  
Udechukwu Ojiako
Keyword(s):  
Credit Risk ◽  
Financial Institutions ◽  
Goodness Of Fit ◽  
Predictive Power ◽  
Risk Index ◽  
Credit Scoring ◽  
Explanatory Power ◽  
Predictive Performance ◽  
Stock Index ◽  
Macroeconomic Variables

Orientation: The article discussed the importance of rigour in credit risk assessment.Research purpose: The purpose of this empirical paper was to examine the predictive performance of credit scoring systems in Taiwan.Motivation for the study: Corporate lending remains a major business line for financial institutions. However, in light of the recent global financial crises, it has become extremely important for financial institutions to implement rigorous means of assessing clients seeking access to credit facilities.Research design, approach and method: Using a data sample of 10 349 observations drawn between 1992 and 2010, logistic regression models were utilised to examine the predictive performance of credit scoring systems.Main findings: A test of Goodness of fit demonstrated that credit scoring models that incorporated the Taiwan Corporate Credit Risk Index (TCRI), micro- and also macroeconomic variables possessed greater predictive power. This suggests that macroeconomic variables do have explanatory power for default credit risk.Practical/managerial implications: The originality in the study was that three models were developed to predict corporate firms’ defaults based on different microeconomic and macroeconomic factors such as the TCRI, asset growth rates, stock index and gross domestic product.Contribution/value-add: The study utilises different goodness of fits and receiver operator characteristics during the examination of the robustness of the predictive power of these factors.

FINANCIAL LITERACY AND FINANCIAL INCLUSION EFFECTS ON STABILITY AND COMPETITIVENESS INDICATORS IN THE BANKING SECTOR: CROSS COUNTRY EVIDENCE FOR AFRICA AND THE WORLD

2021 ◽  
pp. 2150009
Author(s):  
JOÃO JUNGO ◽  
MARA MADALENO ◽  
ANABELA BOTELHO
Keyword(s):  
Credit Risk ◽  
Interest Rates ◽  
Financial Institutions ◽  
Financial Literacy ◽  
Financial Stability ◽  
Banking Sector ◽  
Financial Education ◽  
Financial Inclusion ◽  
The Stability ◽  
The Impact

Financial inclusion has allowed financial products with very high-interest rates and complex conditions to become increasingly affordable. Financial inclusion programs, which aim to reach all social strata, strongly expose financial institutions to risk and particularly credit risk. That said, additional interventions such as financial education of those included are needed. We aim to examine the impact of financial literacy and financial inclusion of households on bank performance. Specifically, we want to examine the impact of financial literacy on credit risk, competitiveness among banks and financial stability. The FGLS estimation results suggest that financial literacy and financial inclusion reduce credit risk and enhance the stability of banks, and regarding competitiveness, our results were inconclusive as they show different effects for each competitiveness indicator, although they point to improved competitiveness in some cases. This research allows policymakers to understand that individual financial attitudes can be reflected in the general welfare of financial institutions and encourages the intensification of programs aimed at improving household financial literacy.

NPA Management in India: In Search of a New Paradigm?

Paradigm ◽  
2005 ◽  
Vol 9 (2) ◽  
pp. 64-76
Author(s):  
Alok Pandey ◽  
Syamal K. Ghosh
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Financial Institutions ◽  
Management Practices ◽  
Banking Sector ◽  
Credit Derivatives ◽  
Credit Risk Management ◽  
New Paradigm ◽  
Management Techniques ◽  
Rapid Transformation

The banking & financial sector in India is undergoing rapid transformation Banks & financial institutions have amassed huge NPA's (Non-Performing Assets). This paper presents a comparative analysis of NPA management practices in several Asian countries and seeks to find out whether Indian institutions should emulate these. It also looks at several innovations in NPA and credit risk management techniques at banks & financial institutions in the last decade. This paper also analyzes the efficacy of credit derivatives as a tool for credit risk management and insolvency management in banking and financial institutions. It critically analyzes the evolution, growth and usage of these instruments since their introduction in the banking sector in India.

scholarly journals Risk attribution and interconnectedness in the EU via CDS data

2020 ◽  
Vol 17 (4) ◽  
pp. 549-567
Author(s):  
R. Giacometti ◽  
G. Torri ◽  
G. Farina ◽  
M. E. De Giuli
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Financial Institutions ◽  
Banking Sector ◽  
Global Financial Crisis ◽  
Debt Crisis ◽  
Stress Test ◽  
Machine Learning Techniques ◽  
The European Union ◽  
Set Up

AbstractThe global financial crisis in 2008, and the European sovereign debt crisis in 2010, highlighted how credit risk in banking sectors cannot be analysed from a uniquely micro-prudential perspective, focused on individual institutions, but it has instead to be studied and regulated from a macro-prudential perspective, considering the banking sector as a complex system. Traditional risk management tools often fail to account for the complexity of the interactions in a financial system, and rely on simplistic distributional assumptions. In recent years machine learning techniques have been increasingly used, incorporating tools such as text mining, sentiment analysis, and network models in the risk management processes of financial institutions and supervisors. Network theory applications in particular are increasingly popular, as they allow to better model the intertwined nature of financial systems. In this work we set up an analytical framework that allows to decompose the credit risk of banks and sovereign countries in the European Union according to systematic (system-wide and regional) components. Then, the non-systematic components of risk are studied using a network approach, and a simple stress-test framework is set up to identify the potential transmission channels of distress and risk spillovers. Results highlight a relevant component of credit risk that is not explained by common factors, but can still be a potential vehicle for the transmission of shocks. We also show that due to the properties of the network structure, the transmission of shocks applied to different institutions is quite diversified, both in terms of breadth and speed. Our work is useful to both regulators and financial institutions, thanks to its flexibility and its requirement of data that can be easily available.

scholarly journals The Role Of Mobile Money In Moderating Financial Exclusion: A Tanzanian Experience

2020 ◽  
Vol 9 (2) ◽  
pp. 83-104
Author(s):  
Deogratius Joseph Mhella
Keyword(s):  
Developing Countries ◽  
Financial Institutions ◽  
Banking Sector ◽  
Research Question ◽  
Microfinance Institutions ◽  
Mobile Money ◽  
Access To Credit ◽  
Financial Exclusion

Prior to the advent of mobile money, the banking sector in most of the developing countries excluded certain segments of the population. The excluded populations were deemed as a risk to the banking sector. The banking sector did not work with cash stripped and financially disenfranchised people. Financial exclusion persisted to incredibly higher levels. Those excluded did not have bank accounts, savings in financial institutions, access to credit, loans, and insurance services. The advent of mobile money moderated the very factors of financial exclusion that the banks failed to resolve. This paper explains how mobile money moderates the factors of financial exclusion that the banks and microfinance institutions have always failed to moderate. The paper seeks to answer the following research question: 'How has mobile money moderated the factors of financial exclusion that other financial institutions failed to resolve between 1960 and 2008? Tanzania has been chosen as a case study to show how mobile has succeeded in moderating financial exclusion in the period after 2008.

scholarly journals Lojalność klientów indywidualnych wobec banku komercyjnego

2017 ◽  
Vol 5 (3) ◽  
pp. 79-88
Author(s):  
Piotr Pietrzak
Keyword(s):  
Commercial Bank ◽  
Financial Institutions ◽  
Customer Loyalty ◽  
Commercial Banks ◽  
Banking Sector ◽  
Marketing Strategies ◽  
Chi Square ◽  
Chi Square Test ◽  
Cooperative Banks ◽  
Bank Marketing

The instability of commercial banks’ environment and deep transformations which take place inside them are making redefinition of principles of their acting. From protected institutions with many privileges, commercial banks became entities which must meet the pressure of increasing competition not only from the cooperative banks, but also from other financial institutions and entities outside the banking sector. Thus, customer loyalty is becoming increasingly important in commercial bank marketing strategies. The purpose of this article was to determine the degree of loyalty of individual customers of branch of commercial bank “X” in Warka. Loyalty indicator and enhanced loyalty indicator were used for the assessment of loyalty level. Statistical analysis comprised non parametric chi-square test (χ2).

scholarly journals Economies Based on Reward Sharing: a Case Study in Indonesia�s Tertiary Sector

2018 ◽  
Vol 1 (1) ◽  
Author(s):  
Umi Karomah Yaumidin
Keyword(s):  
Financial Institutions ◽  
Small Businesses ◽  
Banking Sector ◽  
Small Enterprises ◽  
Risk And Uncertainty ◽  
Economic Sectors ◽  
Tertiary Sector ◽  
Business World ◽  
Accelerate Growth

Reward-sharing activities are well known in the business world, particularly for businesses relying on trust. Today, the basic concepts of Islamic economics are widely used not only in the banking sector but also in other economic sectors. In Indonesia, the concept of profit and loss sharing (PLS), contract sharing and revenue sharing can be seen as an another model to accelerate growth after cyclic downturns. There are at least three reasons why it is important to examine this concept. First, how it affects lower investment inflows, whether domestic or foreign investment. High corruption, high risk and uncertainty are the most common reasons and influencing factors for investors wanting to invest in Indonesia, although Indonesian governments have been working hard to reduce these handicaps. Second, there are difficulties for small enterprises in getting funds from formal financial institutions and this contributes to company bankruptcies. As is commonly known, financial institutions require interest fees for credit but many small businesses cannot meet this requirement because they have not enough assets to quarantine their credit.

scholarly journals The Role of Service Promotional Mix on Customer Satisfaction; Case Study of Agriculture and Rural Development Bank in Djelfa

2021 ◽  
Vol 3 (4) ◽  
pp. p12
Author(s):  
Siham Gourida
Keyword(s):  
Customer Satisfaction ◽  
Financial Institutions ◽  
Banking Sector ◽  
Personal Selling ◽  
Competitive Environment ◽  
Development Bank ◽  
Banking Services ◽  
Promotional Efforts

Now days, the issues of promotional efforts of banking services are becoming more  complicated, in today’s competitive environment, in terms of competing effectively with other financial institutions. In banking sector communication elements are especially important, they help to create powerful images, confidence and a sense of reliability to achieve customers’ satisfaction.The main purpose of this study is to reach a better understanding of the promotion’s strategies in financial institutions. In order to reach this target we’ve conducted a questionnaire for clients of our case study bank, to examine the role that the promotion mix components play in terms of reaching the bank customers’ satisfaction. The results show that the personal selling plays an important role on achieving customer satisfaction.

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