Proceedings on Engineering Sciences (Jun 2022)

FACTORS AFFECTING LIQUIDITY OF COMMERCIAL BANKS IN VIETNAM

  • Doan Thanh Ha ,
  • Hoang Thi Thanh Hang ,
  • Tran Trong Huy ,
  • Nguyen Thi Kim Phung

DOI
https://doi.org/10.24874/PES04.02.002
Journal volume & issue
Vol. 4, no. 2
pp. 115 – 124

Abstract

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The article assesses the impact of internal and external factors affecting the liquidity of Vietnamese commercial banks. Observational data was collected from 28 commercial banks for the period from 2009 to 2020. The use of Multiple linear regression algorithm under the Supervised learning group of Machine learning on python platform for observed data with results R² ≈ 70% and very small MSE demonstrate the fit of the model, and Seaborn data visualization will give a visual view of the research results. Model results and regression coefficients show that ROA, CAP, LLD, INF have a negative impact and SIZE, LDR, GDP have a positive impact on liquidity of commercial banks in Vietnam in the sample. Thereby, we propose recommendations for commercial banks in Vietnam to manage liquidity well, improve the efficiency of the bank's business operations such as increasing capital size to ensure CAR according to Basel II standards, strengthen handling of bad debts and improve credit quality, comply with regulations and ensure capital adequacy in liquidity.

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