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Non-parametric Analysis of Technical Efficiency of Public Sector Banks (PSBs) in India

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  • Aparna Bhatia
  • Megha Mahendru

Abstract

The aim of the article is to analyze and evaluate technical efficiency scores of public sector banks (PSBs) in India. The study also determines the nature of return to scale (RTS) of individual banks and thereby identifies the leaders and laggards in the PSBs. To measure the extent of overall technical efficiency, pure technical efficiency and scale efficiency (SE), the non-parametric approach, that is, data envelopment analysis (DEA) is used to determine the causes of inefficiency. The sample of the study includes 26 PSBs operating in India during the time period from 2007–2008 to 2011–2012. The results show that although the PSBs have more or less similar efficiency scores, that is, higher than 0.900, still out of 22 banks falling in the category of efficient banks in 2007–2008, only 7 of them were left by the year 2011–2012. Overall analysis of PSBs during the time period of the study explains that a greater part of inefficiency among PSBs is attributed to scale inefficiency. In addition, the number of banks operating at constant return to scale (CRS) came down to 9 in 2011–2012 from 23 in 2007–2008. Simultaneously, there was a reduction in leaders and increase in laggards. It is suggested that banks must optimize their scale of operations and adopt technological innovations.

Suggested Citation

  • Aparna Bhatia & Megha Mahendru, 2016. "Non-parametric Analysis of Technical Efficiency of Public Sector Banks (PSBs) in India," Global Business Review, International Management Institute, vol. 17(2), pages 318-331, April.
  • Handle: RePEc:sae:globus:v:17:y:2016:i:2:p:318-331
    DOI: 10.1177/0972150915619811
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    References listed on IDEAS

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    1. Jacobs,Rowena & Smith,Peter C. & Street,Andrew, 2006. "Measuring Efficiency in Health Care," Cambridge Books, Cambridge University Press, number 9780521851442.
    2. João Rebelo & Victor Mendes, 2000. "Malmquist indices of productivity change in Portuguese banking: The deregulation period," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 6(3), pages 531-543, August.
    3. Piyu Yue, 1992. "Data envelopment analysis and commercial bank performance: a primer with applications to Missouri banks," Review, Federal Reserve Bank of St. Louis, issue Jan, pages 31-45.
    4. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    5. Prasad V. Joshi & Mrs. J V Bhalerao, 2011. "Efficiency Evaluation of Banking Sector in India Based on Data Envelopment Analysis," Indian Journal of Commerce and Management Studies, Educational Research Multimedia & Publications,India, vol. 2(3), pages 31-40, March.
    6. Igor Jemric & Boris Vujcic, 2002. "Efficiency of Banks in Croatia: A DEA Approach*," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 44(2-3), pages 169-193, September.
    7. Varadi, Vijay Kumar & Mavaluri, Pradeep Kumar & Boppana, Nagarjuna, 2006. "Measurement of Efficiency of Banks in India," MPRA Paper 17350, University Library of Munich, Germany.
    8. Bhattacharyya, Arunava & Lovell, C. A. K. & Sahay, Pankaj, 1997. "The impact of liberalization on the productive efficiency of Indian commercial banks," European Journal of Operational Research, Elsevier, vol. 98(2), pages 332-345, April.
    9. Saha, Asish & Ravisankar, T. S., 2000. "Rating of Indian commercial banks: A DEA approach," European Journal of Operational Research, Elsevier, vol. 124(1), pages 187-203, July.
    10. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    11. Sunil Kumar, 2013. "Banking reforms and the evolution of cost efficiency in Indian public sector banks," Economic Change and Restructuring, Springer, vol. 46(2), pages 143-182, May.
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