The relationship of risks and efficiency of private universal banks in the Philippines using data envelopment analysis (DEA)

The study presents the relationship between credit, liquidity and operational risk with efficiency of banks. The three risks were measured by financial ratios namely: total debt to total asset ratio, capital to total asset ratio, and return on total assets ratio, respectively. Using data envelopment...

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Bibliographic Details
Main Authors: Ang, Karla Nicole T., Matua, Rycia C., Maslog, Daniel R.
Format: text
Language:English
Published: Animo Repository 2014
Subjects:
Online Access:https://animorepository.dlsu.edu.ph/etd_bachelors/18476
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Institution: De La Salle University
Language: English
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Summary:The study presents the relationship between credit, liquidity and operational risk with efficiency of banks. The three risks were measured by financial ratios namely: total debt to total asset ratio, capital to total asset ratio, and return on total assets ratio, respectively. Using data envelopment analysis (DEA), efficiency scores from zero to one resulted as a measurement of each bank on a 5-year span, from 2008-2012. The scores generated by DEA, gauging efficiency, are then used to find the correlation coefficient with risk, measured by financial ratios. The results yielded to a positive relationship for liquidity and operational risks and negative relationship for credit. Furthermore, study illustrates that there is low significance on the relationship among all the variables.