Bad loans remain the biggest problem of the banking system, causing financial burdens of provisions. High provisions result in considerable loss in banks’ profit and government revenue. Vietnamese banks’ weakness in capital buffers. Vietnam’s membership of TransPacific Partnership and VietnamEuropean Union free trade agreement since 2015. Vietnamese commercial banks regularly set current loan loss provisions based on the previous year’s provisions. Vietnamese commercial banks regularly use provisions to reduce the fluctuation in annual income streams. Vietnamese commercial banks use provisions to inform outsiders of banks’ financial strength. Provisioning decisions are dependent on bad loans and loan growth.
Trang 1DETERMINANTS OF LOAN LOSS PROVISIONS OF
VIETNAMESE COMMERCIAL BANKS
Author: Pham Thi Thanh Yen Academic Supervisor: MA Nguyen Thu Hang
Trang 21 Motivations
2 Research questions and hypotheses
3 Literature review
4 Data
5 Methodology
6 Regression results
7 Economic implications
Trang 31 Motivation
Bad loans remain the biggest problem of the banking system, causing financial burdens of provisions
High provisions result in considerable loss in banks’ profit
and government revenue
Vietnamese banks’ weakness in capital buffers
Vietnam’s membership of Trans-Pacific Partnership and
Vietnam-European Union free trade agreement since 2015
Trang 42 Research questions
How to control
loan loss
provisions at
suitable level?
What are the drivers
behind provisioning
decisions?
Trang 53 Literature Review
Bikker, J A and Metzemakers, P A J., 2005
Bouvatier, V and Lepetit, L., 2008
Bushman, R and Williams, C., 2012
Cavallo, M and Majnoni, G., 2002
Fonseca, A R., and Gonzalez, F., 2008
Laeven, L., and Majnoni, G., 2003
…
Trang 63 Literature Review
• Lag of loan loss provisions
• Income smoothing
• Capital management
• Signaling
• Others
Bank-specific
factors
• GDP
• Inflation
• Global financial crisis
Macro-economic
factors
Trang 74 Methodology
• With unbalanced panel and lagged independent variable, GMM regression method is employed
• The model is modified from the works of Bouvatier and Lepetit (2008), Packer and Zhu (2012), and Adzis et al (2015)
The model is:
=
•
Trang 85 Data
39 banks’
financial
information
8 years’
macro-economic data
Data sample
(312 observations)
Trang 96 Regression results
(7.28)
0.3570**
(2.34)
0.5073**
(2.52)
EBTP + 11.1454***
(3.28)
8.8730 (1.36)
12.5048**
(2.60)
CAP _ -0.6494*
(-1.70)
0.2716 (0.31)
-0.5964 (-1.41)
SIGN + 0.0798***
(3.29)
0.0619 (1.50)
0.0832**
(2.54)
SZ +/_ -0.0497
(-1.57)
-0.1229 (-0.94)
-0.0485 (-1.04)
(1.30)
0.0056 (0.21)
0.0398*
(1.86)
LG +/_ -0.4605
(-1.58)
-0.4498 (-1.13)
-0.4563*
(-1.97)
(7.28)
0.3570**
(2.34)
0.5073**
(2.52)
EBTP + 11.1454***
(3.28)
8.8730 (1.36)
12.5048**
(2.60)
CAP _ -0.6494*
(-1.70)
0.2716 (0.31)
-0.5964 (-1.41)
SIGN + 0.0798***
(3.29)
0.0619 (1.50)
0.0832**
(2.54)
SZ +/_ -0.0497
(-1.57)
-0.1229 (-0.94)
-0.0485 (-1.04)
(1.30)
0.0056 (0.21)
0.0398*
(1.86)
LG +/_ -0.4605
(-1.58)
-0.4498 (-1.13)
-0.4563*
(-1.97)
Trang 107 Economic implications
Vietnamese commercial banks regularly set current loan loss
provisions based on the previous year’s provisions
Vietnamese commercial banks regularly use provisions to
reduce the fluctuation in annual income streams
Vietnamese commercial banks use provisions to inform
outsiders of banks’ financial strength
Provisioning decisions are dependent on bad loans and loan
growth
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