scholarly journals Credit Risk Management of Property Investments through Multi-Criteria Indicators

Risks ◽  
2021 ◽  
Vol 9 (6) ◽  
pp. 106
Author(s):  
Marco Locurcio ◽  
Francesco Tajani ◽  
Pierluigi Morano ◽  
Debora Anelli ◽  
Benedetto Manganelli
Keyword(s):  
Real Estate ◽  
Credit Risk ◽  
Risk Index ◽  
Capital Requirements ◽  
Basel Iii ◽  
Participatory Process ◽  
Regulatory Capital ◽  
The Real Estate ◽  
Financial Variables ◽  
Synthetic Index

The economic crisis of 2008 has highlighted the ineffectiveness of the banks in their disbursement of mortgages which caused the spread of Non-Performing Loans (NPLs) with underlying real estate. With the methods stated by the Basel III agreements, aimed at improving the capital requirements of banks and determining an adequate regulatory capital, the banks without the skills required have difficulties in applying the rigid weighting coefficients structures. The aim of the work is to identify a synthetic risk index through the participatory process, in order to support the restructuring debt operations to benefit smaller banks and small and medium-sized enterprises (SME), by analyzing the real estate credit risk. The proposed synthetic risk index aims at overcoming the complexity of Basel III methodologies through the implementation of three different multi-criteria techniques. In particular, the integration of objective financial variables with subjective expert judgments into a participatory process is not that common in the reference literature and brings its benefits for reaching more approved and shared results in the debt restructuring operations procedure. Moreover, the main findings derived by the application to a real case study have demonstrated how important it is for the credit manager to have an adequate synthetic index that could lead to the avoidance of risky scenarios where several modalities to repair the credit debt occur.

scholarly journals Effects of Basel III Framework on Capital Adequacy of Commercial Banks in Kenya

2016 ◽  
Vol 1 (1) ◽  
pp. 61
Author(s):  
Kevin Kombo ◽  
Dr. Amos Njuguna
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Commercial Banks ◽  
Financial Stability ◽  
Safety Net ◽  
Capital Requirements ◽  
Capital Adequacy ◽  
Basel Iii ◽  
Credit Risk Management ◽  
Management Staff

Purpose:The purpose of the study was toassess the effects of Basel III framework on capital adequacy requirement in commercial banks in Kenya. The study sought to address the following research questions: why are capital adequacy regulations important in commercial banks in Kenya? What challenges are commercial banks facing in the implementation of capital adequacy requirement? What measures have commercial banks taken to ensure compliance with the capital adequacy requirement?Methodology:A descriptive survey design was applied to a population of 43 commercial banks operating in Kenya. The target population composed of the 159 management staff currently employed at the head offices of the various commercial banks in Kenya. The population was composed of Senior, Middle and Junior or Entry level Management staff. A sample of 30% was selected from within each group.Primary data was gathered using questionnaires which were dropped off at the bank’s head offices and picked up later when the respondents had filled the questionnaires. Descriptive analysis was used to analyze quantitative data while content analysis was used to analyze qualitative data.Results:The findings show that capital adequacy requirement is important in commercial banks because it leads financial stability in the Kenyan economy, improves credit risk management techniques as poor credit risk management requires more capital and leads to reduced vulnerability to liquidity shocks due to the sound capitalization policies being implemented under the Basel III framework. Findings also revealed that capital adequacy affected the balance sheet structure of the commercial banks in Kenya.Unique contribution to theory, practice and policy: The study recommends that banks should continue the pursuit of various strategies to ensure that they are in compliance with Basel III requirements and the Central Bank of Kenya’s Prudential Guidelines. The staff of this committee should be drawn from mainly the finance, legal, compliance and treasury departments. Compliance with the capital requirements will lead to a safety net for all commercial banks as the additional capital will act as a cushion that absorbs losses in case of distress in the commercial banking sector.

scholarly journals Asymmetric Procyclicality of Chinese Banking and the Countercyclical Buffer of Basel III

2015 ◽  
Vol 2015 ◽  
pp. 1-9
Author(s):  
Yufeng Li ◽  
Zhongfei Li
Keyword(s):  
Financial Crisis ◽  
Banking Sector ◽  
Global Financial Crisis ◽  
Capital Requirements ◽  
Basel Iii ◽  
Time Varying ◽  
Regulatory Capital ◽  
Economy Growth ◽  
The Global Financial Crisis ◽  
Chinese Banking

Since the global financial crisis of 2007-2008, the importance of the procyclicality in the banking sector has been highlighted. One of the Basel III objectives is to promote countercyclical buffers and reduce procyclicality. We apply time-varying copula combined with GARCH model to test the existence of asymmetric procyclicality of Chinese banking. The results show that the procyclicality of Chinese banking is asymmetric, where the dependence between loan and economy growth is more correlated during the decline stage than the rise stage of economy. Based on this asymmetry, we suggest that the authority can use high frequent index for signalling the start point of releasing countercyclical buffer and accelerate the releasing pace to avoid the supply of credit being constrained by regulatory capital requirements in downturns.

scholarly journals Housing Affordability Index: Real Estate Market and Housing Situations

2014 ◽  
Vol 11 ◽  
pp. 527-535
Author(s):  
Leopoldo Sdino ◽  
Paola Castagnino
Keyword(s):  
Real Estate ◽  
Public Administration ◽  
Supply And Demand ◽  
Real Estate Market ◽  
Housing Affordability ◽  
Territorial Development ◽  
The Real ◽  
The Real Estate ◽  
Synthetic Index ◽  
The Real Estate Market

One of the main problems in defining strategies for the real estate market (whether in terms of planning and, therefore, in public administration, or whether of a considerably more speculative nature, and therefore, in the private sector) lies in the operator’s less than perfect knowledge of the aspects of supply and demand, due to the real estate market’s characteristics. The prerequisite to starting or sustaining virtuous dynamics in territorial development is knowledge of the real estate market, an area that has now been widely studied, in terms of the potential for economic, social and territorial development. This paper proposes the application of a synthetic index, the Housing Affordability Index (HAI), which was developed in detail at the municipality level to identify areas where housing is inadequate. The territorial scope includes Northwest regions of Italy, Liguria and Lombardy. HAI describes what happened and must then be understood conducing multi-disciplinary examinations, intended to explain why it happened.

Study on the Real Estate Credit Risk Based on System Dynamics

LISS 2012 ◽  
2013 ◽  
pp. 1191-1196
Author(s):  
Jingjing Yin ◽  
Zhenzhen Xie ◽  
Jingjuan Guo
Keyword(s):  
Real Estate ◽  
System Dynamics ◽  
Credit Risk ◽  
The Real ◽  
The Real Estate

What is good and bad with the regulation supporting the SME’s credit access

2020 ◽  
Vol 28 (4) ◽  
pp. 569-586 ◽  
Author(s):  
Pietro Vozzella ◽  
Giampaolo Gabbi
Keyword(s):  
Systematic Risk ◽  
Capital Requirements ◽  
Basel Iii ◽  
Bank Capital ◽  
Large Firms ◽  
Regulatory Capital ◽  
Firm Level ◽  
Data Set ◽  
Content Type ◽  
Asset Correlation

Purpose This analysis asks whether regulatory capital requirements capture differences in systematic risk for large firms and micro-, small- and medium-sized enterprises (MSMEs). The authors explore whether bank capital regulations intended to support SMEs’ access to borrowing are effective. The purpose of this paper is to find out whether the regulatory design (particularly the estimate of asset correlations) positively affects the lending process to small and medium enterprises, compared to large corporates. Design/methodology/approach The authors investigate the appropriateness of bank capital requirements considering default risk of loans to MSMEs and distortions in capital charges between MSMEs and large firms under the Basel III framework. The authors compiled firm-level data to capture the proportions of MSMEs and large firms in Italy during 2000–2014. The data set is drawn from financial reports of 708,041 firms over 15 years. Unlike most empirical studies that correlate assets and defaults, this study assesses a firm’s creditworthiness not by agency ratings or by sampling banks but by a specific model to estimate one-year probabilities of default. Findings The authors found that asset correlations increase with firms’ size and that large firms face considerably greater systematic risk than MSMEs. However, the empirical values are much lower than regulatory values. Moreover, when the authors focused on the MSME segment, systematic risk is rather stable and varies significantly with turnover. This analysis showed that the regulatory supporting factor represents a valuable attempt to treat MSME loans more fairly with respect to banks’ capital requirements. Basel III-internal ratings-based approach results show that when the supporting factor is applied, the Risk-Weighted-Assets (RWA) differences between MSMEs and large firms increase. Research limitations/implications The implications of this research is that banking regulators to make MSMEs support more effective should review asset correlation estimation criteria, refining the fitting with empirical evidence. Practical implications The asset correlation parameter stipulated by the Basel framework is invariant with economic cycles, decreases with borrowers’ probability of default and increases with borrowers’ assets. The authors found that those relations do not hold. This way, asset correlations fall below parameters defined by regulatory formula, and SMEs’ credit risk could be overstated, resulting in a capital crunch. Originality/value The original contribution of this paper is to demonstrate that the gap between empirical and regulatory capital charge remains high. When the authors examined the Basel III-IRBA, results showed that when the supporting factor is applied, the RWA differences between MSMEs and large firms increase. This is particularly strong for loans to small- and medium-sized companies. Correctly calibrating asset correlations associated with the supporting factor eliminates regulatory distortions, reducing the gap in capital charges between loans to large corporate and MSMEs.

scholarly journals The Determinants of Credit Risk: An Evidence from ASEAN and GCC Islamic Banks

2020 ◽  
Vol 13 (5) ◽  
pp. 89 ◽  
Author(s):  
Faridah Najuna Misman ◽  
M. Ishaq Bhatti
Keyword(s):  
Panel Data ◽  
Financial Crisis ◽  
Credit Risk ◽  
Global Financial Crisis ◽  
Generalized Least Squares ◽  
Capital Requirements ◽  
Risk Level ◽  
Islamic Banks ◽  
Regulatory Capital ◽  
The Global Financial Crisis

In less than a decade, the Islamic Banking (IB) industry has become an essential part of the global financial system. During the last ten years, the IB industry has witnessed changes in economic conditions and proved to be resilient during the periods of financial crisis. This paper aims to examine the important issues related to credit risk in selected Islamic banks in nine countries from Association of South East Asian Nations (ASEAN) and Gulf Cooperation Council (GCC) regions. It employs the generalized least squares panel data regression, to estimate the ratio of non-performance financing to total financing as dependent variables and bank specific variables (BSV) to determine the credit risk. It uses 12 years of unbalanced panel data from 40 different Islamic banks. The overall findings show that financing quality has a significant positive effect on credit risk. It is observed that the larger IBs owned more assets with lower credit risk compared to smaller banks. The bank’s age is also an important factor influencing the credit risk level. Moreover, regulatory capital significantly reduces the credit risk exposure adherence to the minimum regulatory capital requirements which help IBs to manage their credit risk exposures. It was also observed that IBs were not affected by the global financial crisis due to less credit risk compared to the conventional banks.

Improving regulatory capital allocation: a case for the internal ratings-based approach for retail credit risk exposures

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Robert Stewart
Keyword(s):  
Credit Risk ◽  
Capital Allocation ◽  
Basel Iii ◽  
Data Sets ◽  
Regulatory Capital ◽  
Content Type ◽  
Retail Credit ◽  
Current Design ◽  
Credit Data ◽  
Irb Approach

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.

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