The Drivers of <scp>NPLs</scp> in Europe: A Dynamic Panel Data Analysis

ABSTRACT This work explores the determinants of non‐performing loans (NPLs) in Europe, focusing on how macroeconomic and bank‐specific agents augment systemic risk within the financial system. Using a dataset that includes quarterly data on European countries and incorporates major events like the BREXIT vote and the structural debt crisis, this research utilises dynamic panel data analysis to examine these factors. The findings reveal that Government Debt and the structural debt crisis show a strong and positive relation with elevated levels of NPLs. Conversely, the 10‐year bond rate is negatively related to NPLs. Additionally, total bank assets and total bank deposits also show a positive relation with NPLs. These results highlight the crucial role of macroeconomic stability and financial indicators in influencing NPL levels, while the paper points out the importance of effective policy measures to manage NPLs and improve financial stability.

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Publication Details

Journal
International Journal of Finance & Economics
Published
2025-12-26
DOI
https://doi.org/10.1002/ijfe.70122
Primary Topic
Banking stability, regulation, efficiency
Type
article
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0.00
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article

The Drivers of NPLs in Europe: A Dynamic Panel Data Analysis

Konstantinos Ν. Konstantakis, Panayotis G. Michaelides, Theodoros Daglis, Panos Xidonas et al.
International Journal of Finance & Economics
Banking stability, regulation, efficiency
article

The Drivers of NPLs in Europe: A Dynamic Panel Data Analysis

Konstantinos Ν. Konstantakis, Panayotis G. Michaelides, Theodoros Daglis, Panos Xidonas, Iason Sozon Peveretos
article en

Abstract

ABSTRACT This work explores the determinants of non‐performing loans (NPLs) in Europe, focusing on how macroeconomic and bank‐specific agents augment systemic risk within the financial system. Using a dataset that includes quarterly data on European countries and incorporates major events like the BREXIT vote and the structural debt crisis, this research utilises dynamic panel data analysis to examine these factors. The findings reveal that Government Debt and the structural debt crisis show a strong and positive relation with elevated levels of NPLs. Conversely, the 10‐year bond rate is negatively related to NPLs. Additionally, total bank assets and total bank deposits also show a positive relation with NPLs. These results highlight the crucial role of macroeconomic stability and financial indicators in influencing NPL levels, while the paper points out the importance of effective policy measures to manage NPLs and improve financial stability.

International Journal of Finance & Economics
Agricultural University of Athens (GR), University of Piraeus (GR), National Technical University of Athens (GR), Hellenic Open University (GR), GGD Amsterdam (NL), Athena Research and Innovation Center In Information Communication & Knowledge Technologies (GR), Université Paris 1 Panthéon-Sorbonne (FR), Athens University of Economics and Business (GR), ESSCA School of Management (FR)
Openalex Percentile: Top 27%
Banking stability, regulation, efficiency
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