Credit Rationing, Its Determinants and Non-Performing Loans: An Empirical Analysis of Credit Markets in Polish Banking Sector

In a situation where the number of non-performing loans (NPLs) increases, lenders may raise interest rates to compensate for potential losses, and the amount of credit granted in the market may decrease, leading to credit rationing. Such actions may become vital based on their potential consequences for the economy, entrepreneurs and consumers, which makes this topic extremely important. This study, by using an empirical VAR analysis, has strived to determine whether credit rationing by banks operating in the Polish banking sector is driven by risky loans (which are the main determinant of credit rationing and are represented by the ratio of NPLs to total loans). According to the results, it has been found that credit rationing, made by Polish banks, is not statistically significant when the risk in the credit market rises due to non-performing loans. Therefore, it can be claimed that the risky structure due to NPL in the credit market may not be one of the determinant factors of credit rationing in the Polish banking sector. The low sensitivity of the Polish banking sector to the risky structure of the credit market may result from the relatively low share of loans in total assets compared to debt instruments. Furthermore, restrictive lending policies and the predominance of mortgage loans secured directly by real estate limit portfolio risk, which may reduce the need for a risk-sensitive lending strategy.

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Publication Details

Journal
Econometrics
Published
2025-12-08
DOI
https://doi.org/10.3390/econometrics13040051
Citations
1
Primary Topic
Banking stability, regulation, efficiency
Type
article
Field-Weighted Citation Impact
2.21
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Credit Rationing, Its Determinants and Non-Performing Loans: An Empirical Analysis of Credit Markets in Polish Banking Sector

1 citations
Econometrics
Banking stability, regulation, efficiency
2.21
article

Credit Rationing, Its Determinants and Non-Performing Loans: An Empirical Analysis of Credit Markets in Polish Banking Sector

article en
1 citations

Abstract

In a situation where the number of non-performing loans (NPLs) increases, lenders may raise interest rates to compensate for potential losses, and the amount of credit granted in the market may decrease, leading to credit rationing. Such actions may become vital based on their potential consequences for the economy, entrepreneurs and consumers, which makes this topic extremely important. This study, by using an empirical VAR analysis, has strived to determine whether credit rationing by banks operating in the Polish banking sector is driven by risky loans (which are the main determinant of credit rationing and are represented by the ratio of NPLs to total loans). According to the results, it has been found that credit rationing, made by Polish banks, is not statistically significant when the risk in the credit market rises due to non-performing loans. Therefore, it can be claimed that the risky structure due to NPL in the credit market may not be one of the determinant factors of credit rationing in the Polish banking sector. The low sensitivity of the Polish banking sector to the risky structure of the credit market may result from the relatively low share of loans in total assets compared to debt instruments. Furthermore, restrictive lending policies and the predominance of mortgage loans secured directly by real estate limit portfolio risk, which may reduce the need for a risk-sensitive lending strategy.

EconometricsVol. 13(4)
Ankara Hacı Bayram Veli University (TR), University of Łódź (PL)
Decent work and economic growth
Openalex Percentile: Top 9%
Banking stability, regulation, efficiency
2.21
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Credit Rationing, Its Determinants and Non-Performing Loans: An Empirical Analysis of Credit Markets in Polish Banking Sector · Econometrics (2025) | TGRS Research Map | TGRS