scholarly journals Scoring Models and Credit Risk: The Case of Cooperative Banks in Poland

Risks ◽  
2021 ◽  
Vol 9 (7) ◽  
pp. 132
Author(s):  
Krzysztof Kil ◽  
Radosław Ciukaj ◽  
Justyna Chrzanowska

The aim of the research presented in the article was to analyse the legitimacy of the use of scoring models in banking activities, together with the assessment of the effectiveness of this tool in reducing the high value of the NPL ratio in Polish cooperative banks on the example of banks belonging to the BPS S.A. association in the period between 2004 and 2020. We used a variety of research methods for this purpose including a depth review of the literature, analysis of statistical data regarding the sector of Polish cooperative banks, analysis of financial data of cooperative banks, construction of an econometric panel model, and the designing a questionnaire (which was later sent to the management board of selected cooperative banks). Our research confirmed the significant impact of the use of scoring models in lending activities on the value of the NPL ratio in cooperative banks. The analysed cooperative banks, which used the scoring models proposed by BIK in their lending activity, showed significantly lower values of the NPL ratio in each analysed year than banks that used other scoring models. Our study also confirmed the different direction of the impact of the models offered by BIK and individual scoring models on the value of the NPL ratio. We have also shown that the scoring models proposed by BIK have a statistically significant negative impact on the level of the NPL ratio, and the banks’ own scoring models have a statistically significant positive impact on the level of the NPL ratio.

Südosteuropa ◽  
2020 ◽  
Vol 68 (4) ◽  
pp. 505-529
Author(s):  
Kujtim Zylfijaj ◽  
Dimitar Nikoloski ◽  
Nadine Tournois

AbstractThe research presented here investigates the impact of the business environment on the formalization of informal firms, using firm-level data for 243 informal firms in Kosovo. The findings indicate that business-environment variables such as limited access to financing, the cost of financing, the unavailability of subsidies, tax rates, and corruption have a significant negative impact on the formalization of informal firms. In addition, firm-level characteristics analysis suggests that the age of the firm also exercises a significant negative impact, whereas sales volume exerts a significant positive impact on the formalization of informal firms. These findings have important policy implications and suggest that the abolition of barriers preventing access to financing, as well as tax reforms and a consistent struggle against corruption may have a positive influence on the formalization of informal firms. On the other hand, firm owners should consider formalization to be a means to help them have greater opportunities for survival and growth.


2018 ◽  
Vol 2 (1) ◽  
pp. 8-21
Author(s):  
Amirusholihin ◽  
Listiono

BKKBN predicts that Indonesia will get demographic bonus in 2020 until 2030. The question is whether the demographic bonus has a positive impact on the economy of East Java or even a negative impact. Based on data from BPS, by 2015 the workingage population in East Java is around 69.4 percent of the total population, while the child and old-age is 30.6 percent. The size of the working-age population is closely related to the amount of labor, which also greatly determines the amount of output on goods and services produced. This paper aims to explain how the impact of demographic bonuses on East Java's regional economy, based on the Solow model extended to include demographic variables. The analysis uses a dynamic panel model by 38 districts in East Java that have demographic bonuses in 2020 with GDP as a reference in determining the growth of economists. From these analyzes it can be seen the impact of demographic bonuses in East Java as an advantage or even create new spatial inequality between regions.


2021 ◽  
Vol 10 (2) ◽  
pp. 96-110
Author(s):  
Rana-Al-Mosharrafa ◽  
Md. Shahidul Islam

Bank profitability plays a significant role in the growth and development of an emerging economy. The purpose of the study was to examine the impact of bank characteristics, industry concentration and macroeconomics variables on commercial bank profitability in Bangladesh from 2007-2017. Bank profitability is proxied by return on assets (ROA), return on equity (ROE) and net interest margin (NIM). The study is based on secondary data and Hausman test has been performed using STATA software in favor of fixed effect modeling. Panel regressions shows that cost efficiency has significant negative impact on ROA and NIM. The positive impact of loan to deposit ratio with ROA suggests that efficient fund management including investment and assessed expenditure should be emphasized. Bank size has significant negative impact on all the measures of profitability, which indicates that monopolistic competition will reduce banking profit. Credit risk has significant positive impacts on ROE. Industry concentration measured by CR3 is positively related with ROE and has significant negative relation with bank profitability (ROA). Among macroeconomic variables inflation has significant positive and bank spread has significant negative impact on ROE. The coefficients of all the macroeconomic variables have been found to be significantly related to bank profitability while measured by NIM. Our study recommends further research with other explanatory variables such as, corporate governance, corporate social responsibility (CSR) and deposit insurance to accelerate the model and construct the econometric model by using structural equation modeling, mediation effect modeling etc.


Author(s):  
Kun Ismawati

ABSTRACT  The research aimed to explore financial performance’s model of the Karanganyar Regency Regional Government. This research tested the impact of size, richness, leverage, and capital expenditure on the financial performance of the Karanganyar Regency Regional Government. Research data were 8 (eight) periods of financial statements. Hypotheses analyzed with multiple linear regression. Analysis results showed that size and richness have a significant positive impact on the financial performance of Karanganyar Regency Regional Government; while leverage and capital expenditure have a significant negative impact on the financial performance of the Karanganyar Regional Government. Those results illustrates that greater size and richness will increase the financial performance; on the contrary, the greater leverage and capital expenditure will decrease the financial performance. The model explored is Y = -75.79 + 109.039X1 + 3.754X2 – 0.582X3 – 0.231X4. Keywords                    : size; richness; leverage; capital expenditure; regional government                                      financial performanceCorrespondence to        : [email protected] ABSTRAK Penelitian ini bertujuan menggali model kinerja finansial Pemerintah Daerah Kabupaten Karanganyar. Penelitian ini menguji pengaruh ukuran, kekayaan, leverage, dan belanja modal pada kinerja finansial Pemerintah Daerah Kabupaten Karanganyar. Data penelitian ini adalah 8 (delapan) periode laporan keuangan. Hipotesis dianalisis dengan regresi linear berganda. Hasil analisis menunjukkan bahwa ukuran dan kekayaan memiliki dampak positif signifikan pada kinerja finansial Pemerintah Daerah Kabupaten Karanganyar; sedangkan leverage dan belanja modal memiliki dampak negatif signifikan terhadap kinerja finansial pada Pemerintah Daerah Kabupaten Karanganyar. Hasil-hasil tersebut menggambarkan bahwa makin besar ukuran dan kekayaan akan meningkatkan kinerja finansial; sebaliknya, makin besar leverage dan belanja modal akan menurunkan kinerja finansial. Model yang tergali adalah: Y = -75.79 + 109.039X1 + 3.754X2 – 0.582X3 – 0.231X4. Kata kunci                  : ukuran; kekayaan; leverage; belanja modal; kinerja finansial                                      pemerintah daerah


Jurnal Ecogen ◽  
2020 ◽  
Vol 3 (4) ◽  
pp. 562
Author(s):  
Aris Agung Wicaksono ◽  
Okki Trinanda

The aim of this study was to determine the impact of service quality in passenger retention in Trans Padang. These researchs were descriptive and quantitative. The study consist of residents in Padang, who frequently use the Trans Padang Pasar Raya – Lubuk Buaya route. The data used were primary and secondary data. We used questionnaires and documents. The sample of this technique was a targeted sample with a total sample size of 100 respondents. This analysis method had been use repeatedly with SPSS version 23 regrression analysis. The hypothesis study uses in this data analysis such as validation, reliability, normality, multicollinearity, heterogeneity, F-test, and T-statistic test at a = 0.05. the result of this study show that 1)Reliability had a significant negative impact on passenger loyality in Trans Padang. 2)Responsibility had a significant positive impact on the loyality of Trans Padang. 3)assurance had a significant positive impact on the loyality of Trans Padang. 4) Empathy had a significant positive impact on the loyality of Trans Padang. 5)Tangible had a significant negative impact on the loyality of Trans Padang passengers.Keywords : reliability, responsiveness, assurance, empathy, tangible and loyalty 


2021 ◽  
Vol 9 ◽  
Author(s):  
Sa Xu ◽  
Zejun Li

This paper from the perspective of productivity changes examines the impact of innovation activities and foreign direct investment (FDI) on improved green productivity (IGP) in developing countries. We divide the sample into two sub-groups; the BRICS and the other developing countries so as to account for underlying country heterogeneity. The analysis follows a panel data approach over the period 1991 to 2014, and used the global Malmquist-Luenberger productivity index to measure IGP. The results indicate that IGP in developing countries has declined. Innovation activities have a positive impact on IGP. FDI has a significant negative impact on IGP. Further study finds that there are threshold effects between FDI and IGP based on innovation activities, when the developing countries with a low-level of innovation, FDI has a negative impact on IGP; when the developing countries innovation activities above the threshold, innovation activities and FDI both can promote IGP.


2018 ◽  
Vol 5 (3) ◽  
pp. 16-20
Author(s):  
Muhammad Asad Saleem Malik ◽  
Saher Touqeer ◽  
Shumaila Zeb

This study examines the impact of macroeconomic variables on stock returns of Pakistan, India and Sri Lanka for the period of 1997-2014. GMM approach is used to analyze the impact of macroeconomic variables on stock returns. Variables of the study were T-Bills, Exchange Rate, Consumer Price Index (CPI) and the Industrial Production Index (IPI). The results of study show that T-bills rate has significant negative impact while Exchange rate has a significant positive impact on the Stock Returns of the study period.


2010 ◽  
Vol 3 (3) ◽  
pp. 47 ◽  
Author(s):  
Wumi K. Olayiwola ◽  
Johansein Ladislaus Rutaihwa

The objective of this study is to investigate the effect of trade liberalization on employment performance of textile industry in Tanzania. The basic issue of concern is that the implementation of trade liberalization has differential impact on employment and wage in many African countries. In addressing this issue as well as achieving the objective, econometric models of employment and wage are estimated using co-integration method of analysis.  The analysis shows that effective rate of protection and export intensity have an insignificant positive impact on demand for labour, but import penetration has a significant negative impact on employment. Also, only import penetration has a significant negative impact on wage. The impact of import penetration is larger than that of export orientation, as the increase in import competition leads to a decline in labour demand. These findings point to the fact that to make trade liberalization to be effectual in Tanzania, the process of trade reform needs to be gradual and also need to be strengthened with appropriate institutional support.


2021 ◽  
Vol 12 ◽  
Author(s):  
Yuegang Song ◽  
Xiazhen Hao ◽  
Zhou Lu

In a DID model, this study examines the impact of the coronavirus disease 2019 (COVID-19) pandemic on the investor sentiment in the financial market of China using monthly panel data on newly listed Chinese companies between October 2019 and June 2020. The outbreak of the pandemic is shown to exert a significant negative impact on investor sentiment. A future industry heterogeneity analysis shows that the pandemic has driven up investor sentiment in the pharmaceutical sector while having a significantly negative impact on non-pharmaceutical sectors. The pandemic is shown to have a negative impact on the private sector and foreign-invested sector in China while a significantly positive impact on the state-owned sector. This study contributes to the existing literature on the investigation of how significant the impact of public health emergencies on investor sentiment is.


2021 ◽  
Vol 12 (2) ◽  
pp. 150
Author(s):  
Souzan M. Kabbani ◽  
Essam K. Zaneldin

This paper investigates the impact of corporate governance on the profitability of joint-stock insurance firms listed and unlisted in the ‘Damascus Securities Exchange’ in Syria during the period from 2013 to 2019. Research data was collected from the financial reports of the insurance firms and the reports of the ‘Syrian Insurance Supervisory Commission’ and the ‘Syrian Commission of Financial Markets and Securities’. A model was then proposed for corporate governance of insurance firms. The proposed model considers eight independent variables (board size, independence of board members, non-executive board members, solvency, ownership, firm size, firm age, and joint-stock) and two dependent variables (return on equity and return on shares). Multi regression analysis for the ‘Balanced Panel Data’ is used to analyze the relationship between the governance of insurance firms and their profitability. The analysis of the results revealed that some independent variables (such as firm size, ownership, and none-executive members) have a significant positive impact on the return on equity while the ‘firm size’ and ‘ownership’ independent variables have a significant positive impact on the return on shares. The ‘solvency’ variable has a significant negative impact on the return on equity and return on shares. On the other hand, the ‘firm age’ variable has a significant negative impact on the return on equity while the ‘joint-stock’ variable is considered statistically significant with a positive impact on the return on shares. It was also observed that the ‘independence of board members’ variable has no impact on the dependent variables.


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