NON-PERFORMING LOANS, MACROECONOMIC AND BANK-SPECIFIC VARIABLES IN SOUTHEAST ASIA DURING COVID-19 PANDEMIC

Abstract

This study examines the relationship between bank-specific variables, macroeconomic variables and non-performing loans (NPLs) in the seven countries of Southeast Asia (Cambodia, Indonesia, Malaysia, Philippines, Singapore, Thailand and Vietnam) during the pre-COVID-19[Formula: see text]and COVID-19 pandemic. This study adopts panel data regression and distributed lagged regression to examine the impact of bank-specific variables and macroeconomic variables as NPL determinants. The results show that bank-specific variables significantly correlate to NPL, but limited evidence indicates the influence of macroeconomic variables during pre-COVID. Nonetheless, macroeconomic variables are significant to NPL with the emergence of the pandemic, while the bank-specific variables are found to be insignificant. It shows that macroeconomic variables have a greater impact during the turbulent period as they affect most businesses, especially during the pandemic. Furthermore, macroeconomic variables are observed to have a stronger influence on developed countries, but the impact of bank-specific variables is stronger in emerging countries. The results of this study assist policymakers, regulators, banks and governments in identifying the determinants of high NPL as the indicator of a financial crisis. Greater emphasis shall be given to the changes in macroeconomic variables.