Efficiency of Indian Public and Private Sector Banks: A Two-Decade Analysis (2001-2021) Using Data Envelopment Analysis

Authors

  • Dr. Jasvir S. Sura Associate Professor, Department of Management, Chaudhary Ranbir Singh University, Jind (Haryana), 126102, India.
  • Dr. Kavita Sandhu Senior Research Fellow, Department of Management, Chaudhary Ranbir Singh University, Jind (Haryana), 126102, India.
  • Dr. Anju Lather Department of Commerce, Chottu Ram Kisan College, Jind (Haryana), 126102, India

Keywords:

Technical Efficiency, Scale Efficiency, Data Envelopment Analysis (DEA), Constant Return to Scale (CRS), Variable Return to Scale (VRS), Performance Evaluation, Decision-Making Units (DMUs), Scale Efficiency Analysis

Abstract

The paper assesses India’s public and private sector banks' technical Efficiency (T.E.) over the two-decade period from 2001 to 2021. The relative efficiency of twenty-five banks comprising twelve public and thirteen private sector institutions was studied using efficiency data envelope analysis (DEA) under constant and variable return to scale (CRS and VRS) assumptions. The research uncovers interesting findings about the efficiency rankings of these banks and provides valuable insights into the Indian banking sector landscape. The study identifies three banks, Indian Bank, ICICI Bank Ltd., and City Union Bank Ltd., that consistently emerge as the top-performing decision-making units (DMUs) across all three efficiency measures, boasting perfect scores of 1. Indicates their optimal utilization of inputs to generate outputs throughout the study period. These banks have demonstrated exceptional efficiency in the Indian banking sector. Furthermore, the paper scrutinizes scale efficiency (S.E.) scores and highlights Indian Bank's sustained excellence among public sector banks, while ICICI Bank Ltd. and City Union Bank Ltd. shine brightly among their private sector peers in terms of S.E. These findings underscore the importance of scale efficiency in enhancing overall bank performance.

References

Alabdulmenem, F. M. (2017). Measuring the Efficiency of Public Universities: Using Data Envelopment Analysis (DEA) to Examine Public Universities in Saudi Arabia. International Education Studies, 10(1), 137-143.

Banker, R. D., Chang, H., & Cooper, W. W. (1996).Equivalence and implementation of alternative methods for determining returns to scale in data envelopment analysis. European journal of operational research, 89(3), 473–481.

Bhattacharyya, A., Lovell, C. K., & Sahay, P. (1997).The impact of liberalization on the productive Efficiency of Indian commercial banks. European Journal of Operational Research, 98(2), 332–345.

Chatterjee, G. (2006). Is inefficiency of banks in India a cause for concern? Evidence from the post-reforms era. Journal of Emerging Market Finance, 5(2), 151–182.

Chaluvadi, S., Raut, R., & Gardas, B. B. (2018).Measuring the performance efficiency of banks in a developing economy: The case study of Indian public sector vs private sector. Benchmarking: An International Journal, 25(2), 575-606.

Charnes, A., Cooper, W. W., & Rhodes, E. (1978).Measuring the Efficiency of Decision-Making Units. European journal of operational research, 2(6), 429–444.

Hadad, Y., Keren, B., & Barkai, O. (2011).A wage incentive plan for branch managers using the DEA methodology. International Journal of Productivity and Performance Management, 60(4), 326-338.

Jarro Loja, R. I., & Villa Pillco, J. A. Eficiencia técnica de productos de renta variable en la bolsa de valores de Quito y Guayaquil. Análisis a través del modelo envolvente de datos (DEA). Periodo 2000-2021 (Bachelor's thesis, Universidad de Cuenca).

Jayaraman, A. R., Srinivasan, M. R., & Jeremic, V. (2013). Empirical Analysis of Banks in India using DBA and DEA. Management (1820-0222), 18(69).

Ketkar, K. W., Noulas, A. G., & Agarwal, M. M. (2003).An analysis of efficiency and productivity growth in the Indian banking sector. Finance India, 17(2), 511.

Kumbhakar, S. C. (1990). Production frontiers, panel data, and time-varying technical inefficiency. Journal of Econometrics, 46(1-2), 201-211.

Moutinho, V., Madaleno, M., & Robaina, M. (2017). The economic and environmental efficiency assessment in E.U. cross-country: Evidence from DEA and quantile regression approach. Ecological Indicators, 78, 85-97.

Min, H., Min, H., & Joo, S. J. (2008). A data envelopment analysis‐based balanced scorecard for measuring the comparative Efficiency of Korean luxury hotels—International Journal of Quality & Reliability Management.

Řepková, I. (2014). Efficiency of the Czech banking sector employing the DEA window analysis approach. Procedia Economics and Finance, pp. 12, 587–596.

Ray, S., Mazumdar, M., & Rajeev, M. (2010). Sources of Heterogeneity in the Efficiency of Indian Pharmaceutical Firms. eSocialSciences.

Paradi, J. C., Sherman, H. D., & Tam, F. K. (2018). Data envelopment analysis in the financial services industry. Springer.

Santos, J., Negas, E. R., & Santos, L. C. (2013). Introduction to data envelopment analysis. Efficiency Measures in the Agricultural Sector: With Applications, 37-50.

Singh, D., & Malik, G. (2018). Technical Efficiency and its determinants: A panel data analysis of Indian public and private sector banks. Asian Journal of Accounting Perspectives, 11(1), 48–71.

Sreekumar, S., & Mahapatra, S. S. (2011). Performance modelling of Indian business schools: a DEA‐neural network approach. Benchmarking: An International Journal.

Kaur, P., & Kaur, G. (2013). A study of cost efficiency of Indian commercial banks- An impact of mergers. African Journal of Business Management. https://doi.org/10.5897/ajbm10.286

Sufian, F. (2007). The Efficiency of Islamic banking industry in Malaysia: Foreign vs domestic banks. Humanomics.

Tehrani, R., Mehragan, M. R., & Golkani, M. R. (2012). A model for evaluating financial performance of companies by data envelopment analysis: A case study of 36 corporations affiliated with a private organization. International Business Research, 5(8), 8.

Tomáš, R. (2014). Using Data Envelopment Analysis: A Case of Universities. Review of Economic Perspectives, 14(1).

Yusuf, A. A., Santi, N., & Rismaya, E. (2021). The Efficiency of Islamic banks: Empirical evidence from Indonesia.

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Published

30-03-2023

How to Cite

Dr. Jasvir S. Sura, Dr. Kavita Sandhu, & Dr. Anju Lather. (2023). Efficiency of Indian Public and Private Sector Banks: A Two-Decade Analysis (2001-2021) Using Data Envelopment Analysis. International Journal for Research Publication and Seminar, 14(1), 361–377. Retrieved from https://jrps.shodhsagar.com/index.php/j/article/view/1397