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Performance of Indian Commercial Banks-Identifying the Key Discriminators


Affiliations
1 BLS Inst. of Management, India
2 Regional College of Management, Bhubaneshwar, India
 

Profitability of Banks assumes greater importance in the changing scenario of autonomy and financial reforms. The objective of the study is to develop a Discriminant function for bank profitability using the most significant ratios and is confined to 78 commercial banks. This Analysis identified only five variables i.e., X4 (Priority Sector Advance/Net Advances), X5 (Interest Income/Total Assets), X6 (Net interest Spread/Total Assets, X7 (Noninterest income/Total Assets) and X9 (Wage Bills/Total Expenses) among the 13 variables as the significant discriminators of bank profitability (ROA-the dependent variable). The canonical correlation of the Discriminant function is 0.653 which indicates a fairly strong relationship between the groups and the Discriminant function. The classification accuracy was 75% (21/28) in Foreign banks, 54% (13/23) in private banks and the least 60% (17/27) in Public Sector banks. The Discriminant model developed and the reduced set of five key variable provide an empirical tested framework for financial decision-making in the Indian banks.
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  • Performance of Indian Commercial Banks-Identifying the Key Discriminators

Abstract Views: 638  |  PDF Views: 146

Authors

Sathya Swaroop Debasish
BLS Inst. of Management, India
Bishnu Priya Mishra
Regional College of Management, Bhubaneshwar, India

Abstract


Profitability of Banks assumes greater importance in the changing scenario of autonomy and financial reforms. The objective of the study is to develop a Discriminant function for bank profitability using the most significant ratios and is confined to 78 commercial banks. This Analysis identified only five variables i.e., X4 (Priority Sector Advance/Net Advances), X5 (Interest Income/Total Assets), X6 (Net interest Spread/Total Assets, X7 (Noninterest income/Total Assets) and X9 (Wage Bills/Total Expenses) among the 13 variables as the significant discriminators of bank profitability (ROA-the dependent variable). The canonical correlation of the Discriminant function is 0.653 which indicates a fairly strong relationship between the groups and the Discriminant function. The classification accuracy was 75% (21/28) in Foreign banks, 54% (13/23) in private banks and the least 60% (17/27) in Public Sector banks. The Discriminant model developed and the reduced set of five key variable provide an empirical tested framework for financial decision-making in the Indian banks.


DOI: https://doi.org/10.20968/rpm%2F2005%2Fv3%2Fi2%2F101077