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Factors affecting bank loan quality: a panel analysis of emerging markets

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Abstract

This study investigates the factors affecting the loan quality of banking sector in seventeen emerging and developing markets using quarterly panel dataset covering period of 2010–2019 and utilising feasible generalised least square methodology. Our empirical analysis suggests that inflation and lending rates negatively affect the banks’ loan quality measured by non-performing loans. On the contrary, economic growth and capital adequacy show a positive impact on banks’ loan quality. The inclusion of the ratio of net open position in foreign exchange to capital and its’ lagged values, as an additional factor, has marked out this research from other studies. Our results reveal that the ratio has a significant negative impact on loan quality in banking. This finding, as it was also seen in Asian crises of 1997, indicates that the higher the ratio net open position in foreign exchange to capital cause moral hazard problem leading to the higher non-performing loans in banking sectors.

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Acknowledgements

Financial support from the Czech Science Foundation (Project No. GA 20-00178S) is gratefully acknowledged. The views expressed in this paper are exclusively those of the authors and do not necessarily reflect those of the institutions with which the authors are affiliated.

Funding

This study was funded by the Grant Agency of the Czech Republic (Grant No. 20-00178S).

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Correspondence to Petr Jakubik.

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Research involving human and animal rights

This article does not contain any studies with human participants or animals performed by any of the authors.

Conflict of interest

Petr Jakubik has received research grant from the Grant Agency of the Czech Republic. Petr Jakubik declares that he has no conflict of interest. Eyup Kadioglu declares that he has no conflict of interest.

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Appendices

Appendix 1

Table 5 Pesaran (2004) CD cross-section dependency test results

Appendix 2 

Table 6 First- and second-generation unit root test results

Appendix 3

Table 7 Breusch-Pagan (1980) lagrange multiplier test result for all countries

Appendix 4

Table 8 Swamy S homogeneity test result

Appendix 5

Table 9 Breusch-Pagan (1979)/Cook-Weisberg (1983) heteroscedasticity test result

Appendix 6

Table 10 Wooldridge (2002) autocorrelation test result

Appendix 7

Table 11 The correlation coefficients between NPL and lagged NPLs

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Jakubik, P., Kadioglu, E. Factors affecting bank loan quality: a panel analysis of emerging markets. Int Econ Econ Policy 19, 437–458 (2022). https://doi.org/10.1007/s10368-021-00520-7

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  • DOI: https://doi.org/10.1007/s10368-021-00520-7

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