Modelling the Sensitivity of Zimbabwean Commercial Banks’ Non-performing Loans to Shocks in Macro-economic Variables and Micro-economic Variables: (2009-2014)
Date
2017-06-21
Journal Title
Journal ISSN
Volume Title
Publisher
World Journal of Operational Research
Abstract
This paper used complementary panel data models that are fixed effect regression model and panel vector auto
regression model. The study was motivated by the hypothesis that both macroeconomic and microeconomic variables have an
effect on the loan quality. The first part of the research was to determine the specific macro and microeconomic variables that
give rise to the non-performing loans (NPLs) using fixed effect regression model. The empirical findings of this study provide
evidence that nonperforming loans depends on macro and micro economic variables, the trend analysis of Zimbabwean
commercial banks’ shows an upward movement of over the period of study. The study found out that Gross domestic product
(GDP), Inflation, loan deposit ratio and bank size had a statistical significant effect on the level of non-performing loans
(NPLs). The second part was mainly to model the dynamic relationship of all the variables that were found to affect nonperforming loans (NPLs); this was done through impulse response analysis based on PANEL VAR model. One standard shock
to credit growth will be greatly felt in the sixth year, whereas of size of the bank will have a great negative impulse in the
seventh year
Description
Modelling the Sensitivity of Zimbabwean Commercial Banks’ Non-performing Loans to Shocks in Macro-economic Variables and Micro-economic Variables: (2009-2014)
Keywords
Non-performing Loans, Panel Data, Panel VAR, Individuality, Impulse Response
Citation
Muvingi,J, Sauka.K, Chisunga.D, Chirume. C. Modelling the Sensitivity of Zimbabwean Commercial Banks’ Nonperforming Loans to Shocks in Macro-economic Variables and Micro-economic Variables: (2009-2014). World Journal of Operational Research. Vol. 1, No. 1, 2017, pp. 27-34. doi: 10.11648/j.wjor.20170101.14