Incorporating risk into technical efficiency for Vietnam’s and ASEAN banks

Purpose – The purpose of this paper is to incorporate risk in technical efficiency of ASEAN banks in a panel data framework for the period 2000 to 2015. Design/methodology/approach – The directional distance function and semi-parametric framework are employed to estimate efficiency scores for two sc...

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Main Authors: Tra Thanh Ngo, Minh Quang Le, Thanh Phu Ngo
Format: Article
Language:English
Published: Emerald Publishing 2019-06-01
Series:Journal of Asian Business and Economic Studies
Subjects:
Online Access:https://www.emerald.com/insight/content/doi/10.1108/JABES-10-2018-0083/full/pdf?title=incorporating-risk-into-technical-efficiency-for-vietnams-and-asean-banks
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author Tra Thanh Ngo
Minh Quang Le
Thanh Phu Ngo
author_facet Tra Thanh Ngo
Minh Quang Le
Thanh Phu Ngo
author_sort Tra Thanh Ngo
collection DOAJ
description Purpose – The purpose of this paper is to incorporate risk in technical efficiency of ASEAN banks in a panel data framework for the period 2000 to 2015. Design/methodology/approach – The directional distance function and semi-parametric framework are employed to estimate efficiency scores for two scenarios, one with only good outputs and the other with a combination of good and bad outputs. Findings – The findings show there is no evidence of technological progress for banks in ASEAN and concerns about the outperformance of Vietnam’s banks. In addition, performance of Vietnam’s banks tends to be distorted by low level of loan loss reserves. Practical implications – To reflect the true performance and shorten the period of removing bad assets, the State Bank of Vietnam can request banks in Vietnam to book more loan loss reserves. Originality/value – By examining such a new approach, this study makes an early attempt to incorporate credit risk into the banking efficiency in ASEAN region.
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spelling doaj.art-123e2faea4a84ef4a211f35813f88d5a2022-12-22T01:49:16ZengEmerald PublishingJournal of Asian Business and Economic Studies2515-964X2019-06-0126121610.1108/JABES-10-2018-0083619653Incorporating risk into technical efficiency for Vietnam’s and ASEAN banksTra Thanh Ngo0Minh Quang Le1Thanh Phu Ngo2The University of Economics and Law, Ho Chi Minh, VietnamQueensland University of Technology, Brisbane, AustraliaFaculty of Finance and Banking, University of Economics and Law, Ho Chi Minh, VietnamPurpose – The purpose of this paper is to incorporate risk in technical efficiency of ASEAN banks in a panel data framework for the period 2000 to 2015. Design/methodology/approach – The directional distance function and semi-parametric framework are employed to estimate efficiency scores for two scenarios, one with only good outputs and the other with a combination of good and bad outputs. Findings – The findings show there is no evidence of technological progress for banks in ASEAN and concerns about the outperformance of Vietnam’s banks. In addition, performance of Vietnam’s banks tends to be distorted by low level of loan loss reserves. Practical implications – To reflect the true performance and shorten the period of removing bad assets, the State Bank of Vietnam can request banks in Vietnam to book more loan loss reserves. Originality/value – By examining such a new approach, this study makes an early attempt to incorporate credit risk into the banking efficiency in ASEAN region.https://www.emerald.com/insight/content/doi/10.1108/JABES-10-2018-0083/full/pdf?title=incorporating-risk-into-technical-efficiency-for-vietnams-and-asean-banksriskbank efficiencydirectional distance functionsemi-parametric estimation of stochastic frontier models
spellingShingle Tra Thanh Ngo
Minh Quang Le
Thanh Phu Ngo
Incorporating risk into technical efficiency for Vietnam’s and ASEAN banks
Journal of Asian Business and Economic Studies
risk
bank efficiency
directional distance function
semi-parametric estimation of stochastic frontier models
title Incorporating risk into technical efficiency for Vietnam’s and ASEAN banks
title_full Incorporating risk into technical efficiency for Vietnam’s and ASEAN banks
title_fullStr Incorporating risk into technical efficiency for Vietnam’s and ASEAN banks
title_full_unstemmed Incorporating risk into technical efficiency for Vietnam’s and ASEAN banks
title_short Incorporating risk into technical efficiency for Vietnam’s and ASEAN banks
title_sort incorporating risk into technical efficiency for vietnam s and asean banks
topic risk
bank efficiency
directional distance function
semi-parametric estimation of stochastic frontier models
url https://www.emerald.com/insight/content/doi/10.1108/JABES-10-2018-0083/full/pdf?title=incorporating-risk-into-technical-efficiency-for-vietnams-and-asean-banks
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