Abstract
This paper examines the issue of convergence of efficiency levels among Indian public sector banks (PSBs) during the post-reforms period spanning from 1992/1993 to 2005/2006. The empirical results indicate that the majority of PSBs have observed an ascent in technical efficiency during the post-reforms years. Further, the inefficient PSBs have been noted to be catching up with the efficient ones. That is, the banks with low level of efficiency at the beginning of the period are growing more rapidly than the highly efficient banks. In sum, the study confirms a presence of convergence phenomenon in the Indian public sector banking industry.
Similar content being viewed by others
Notes
For supporting their observation, the authors cited that “The profitability of banks was extremely low in spite of rapid growth of deposits. The average return on assets in the second half of the 1980s was about 0.15%, an extraordinary low figure by world standards. Return on equity was higher (about 9.5%) but that was simply a reflection of the low capitalization of Indian banks. Capital and reserves averaged about 1.5% of assets, compared to 4–6% in other Asian countries. The true picture was even worse because these figures were not based on applying the correct income recognition and provisioning criteria….The banking system had become extremely fragile as a result of the large overhang of non-performing assets (NPAs). Under proper accounting procedures, the latter result in lower income, high provisions, lower net profits, and erosion of capital and net worth”.
In India, the policy makers that have been entrusted with the task of formulating the policies for the banking sector comprise the Reserve Bank of India (Central Bank), Ministry of Finance, and related Government and financial sector regulatory entities.
This committee is popularly known as Narasimham Committee I, named after its chairman M. Narasimham.
This committee is popularly known as Narasimham Committee II, named after its chairman M. Narasimham.
As on March 31, 2006, PSBs accounted for 72.3% of the total assets, 74.9% of the deposits, and 72.9% of the advances of all the scheduled commercial banks.
The 60 remaining studies applied other four-frontier approaches namely, stochastic frontier analysis (SFA), thick frontier approach (TFA), distribution free approach (DFA), and free disposal hull (FDH).
This committee is popularly known as Verma Committee, named after its chairman M. S. Verma.
Except saving deposit account, non-resident Indian (NRI) deposits, small loans up to Rs. 0.2 million and export credit, the interest rates are fully deregulated.
The combined pre-emptions under CRR and SLR, amounting to 63.5% of net demand and time liabilities in 1991 (of which CRR was 25%) have since been reduced and presently, the combined ratio stands below 35% (of which, the SLR is at its statutory minimum at 25%).
In 1993, the State Bank of India (SBI) Act, 1955 was amended to promote partial private shareholding. The SBI became the first PSB to raise equity in the capital markets. The amendment of the Banking Regulation Act in 1994 allowed the PSBs to raise private equity up to 49% of paid up capital. Since then 20 PSBs have diversified their ownership, although the government has remained as the largest shareholder.
India adopted the Basel Accord Capital Standards in April 1992. An 8% capital adequacy ratio was introduced in phases between 1993–1996, according to banks ownership and scope of their operations. Following the recommendations of Narasimham Committee II, the regulatory minimum capital adequacy ratio was later raised to 10% in the phased manner.
The time for classification of assets as non-performing has been tightened over the years, with a view to move towards the international best practice norm of 90 days by end 2004.
From 2000–2001, the PSBs are required to attach the balance sheet of their subsidiaries to their balance sheets.
In 1993, the RBI issued guidelines concerning the establishment of new private sector banks. Nine new private banks have entered the market since then. In addition, over 20 foreign banks have started their operations since 1994.
A high powered Board of Financial Supervision (BFS) has been constituted in 1994. BFS exercised the power of supervision in relation to the banking companies, financial institutions, and non-banking companies, creating an arms–length relationship between regulation and supervision. On-site supervision was introduced in 1995, and annual supervision of capital adequacy, asset quality, management quality, earnings, liquidity, and systems (CAMELS) was introduced in 1997.
DMUs are usually defined as entities responsible for turning input(s) into output(s), such as firms and production units. In the present study, DMUs refer to banks. A DMU must, as the name indicates, have at least some degree of freedom in setting behavioral goals and choosing how to achieve them.
Given the small sample size (27 PSBs in each year) in the present study, CCR model provides better discrimination than any other DEA model, especially BCC model, named after Banker et al. (1984). In the CCR model, it is assumed that constant returns-to-scale prevail in the industry while BCC model is based on the assumption of variable returns-to-scale.
The ‘grand frontier’ envelops the pooled input–output data of all banks in all years.
Mean technical inefficiency (TIE) = (1-mean TE) × 100.
The ‘profitability’ is measured in terms of return on assets (ROA).
The variable ‘size’ is measured in terms of value of total assets.
The ‘intermediation cost’ is measures as the ratio of operating expenses as a percentage of total assets.
References
Agarwal P (2000) Regulation and reform of the financial sector in India: an analysis of the underlying incentives. In: Kahkonen S, Lanyi A (eds) Institutions, incentives and economic reforms in India. Sage Publications India Pvt, New Delhi
Alam ISM (2001) A non-parametric approach for assessing productivity dynamics of large US banks. J Money Credit Bank 33:121–139
Ali AI, Gstach D (2000) The impact of deregulation during 1990–1997 on banking in Austria. Empirica 27:265–281
Ariss RT (2008) Financial liberalization and bank efficiency: evidence from post-war Lebanon. Appl Finan Econ 18:931–946
Arun TG, Turner JD (2002) Financial sector reforms in developing countries: the Indian experience. World Econ 25:429–445
Arun TG, Turner JD (2004) Financial sector reforms and corporate governance of banks in developing economies: the Indian experience. South Asia Econ J 4:188–204
Ataullah A, Cockerill T, Le H (2004) Financial liberalization and bank efficiency: a comparative analysis of India and Pakistan. Appl Econ 36:1915–1924
Avkiran NC (2000) Rising productivity of Australian trading banks under deregulation 1986–1995. J Econ Fin 24:122–140
Avkiran NK (1999) The evidence on efficiency gains: the role of mergers and the benefits to the public. J Bank Fin 23:991–1013
Banker RD, Charnes A, Cooper WW (1984) Some models for estimating technical and scale inefficiencies in DEA. Manage Sci 30:1078–1092
Barman RR (2007) Determinants of profitability of banks in India. Presidential address delivered at the 43rd annual conference of The Indian Econometric Society (TIES) at Indian Institute of Technology, January 5–7, Mumbai
Barro R, Sala-i-Martin X (1991) Convergence across states and regions. Brook Pap Econ Act 1:107–182
Barro R, Sala-i-Martin X (1992) Convergence. J Polit Econ 100:223–251
Barro R, Sala-i-Martin X (1995) Economic growth. McGraw Hill, Boston
Benston GJ (1965) Branch banking and economies of scale. J Fin 20:312–331
Berg SA, Forsund FR, Jansen ES (1992) Malmquist indices of productivity growth during the deregulation of Norwegian banking 1980–89. Scand J Econ 94:S211–S228
Berger AN, Humphrey DB (1997) Efficiency of financial institutions: international survey and directions for future research. Eur J Oper Res 98:175–212
Bhattacharyya A, Bhattacharyya A, Kumbhakar SC (1997a) Changes in economic regime and productivity growth: a study of Indian public sector banks. J Comp Econ 25:196–219
Bhattacharyya A, Lovell CAK, Sahay P (1997b) The impact of liberalization on the productive efficiency of Indian commercial banks. Eur J Oper Res 98:332–345
Bhattacharyya S, Patel UR (2003) Reforms strategies in the Indian financial sector. Paper presented at conference on ‘India’s and China’s experience with reform and growth’ held at National Council of Applied Economic Research, November 15–16, New Delhi
Bhaumik SK, Mukherjee P (2001) The Indian banking industry: a commentary. Discussion paper no. 17, Centre for New and Emerging Markets, London Business School, UK
Bhide MG, Prasad A, Ghosh S (2002) Banking sector reforms: a critical overview. Econ Polit Weekly 37:399–407
Burgess R, Pande R (2003) Do rural banks matter? Evidence from the Indian social banking experiment. LSE STICERD research paper no. DEDPS 40. Available via DIALOG http://ssrn.com/abstract_id=1127009. Accessed on 10 September 2008
Canhoto A, Dermine J (2003) A note on banking efficiency in Portugal: new vs. old banks. J Bank Fin 27:2087–2098
Casu B, Girardone C (2002) A comparative study of the cost efficiency of Italian bank conglomerates. Manage Fin 28:3–23
Charnes A, Cooper WW, Lewin AY, Seiford LM (ed) (1994) Data envelopment analysis: theory, methodology and applications. Kluwer Academic, Boston
Charnes A, Cooper WW, Rhodes E (1978) Measuring the efficiency of decision making units. Eur J Oper Res 2:429–444
Chatterjee G (2006) Is inefficiency of banks in India a cause for concern? Evidence from the post-reforms era. J Emerg Markets Fin 5:151–182
Chen X, Skully M, Brown K (2005) Banking efficiency in China: application of DEA to pre- and post-deregulation eras: 1993–2000. China Econ Rev 16:229–245
Christopoulos DK, Tsionas EG (2001) Banking economic efficiency in the deregulation period: results from heteroscedastic stochastic frontier models. Manchester Sch 69:656–676
Coelli T, Rao DSP, Battese GF (1998) An introduction to efficiency and productivity analysis. Kluwer Academic, Boston
Cook WD, Hababou M, Roberts GS (2001) The effect of financial liberalization on the Tunisian banking industry: a non-parametric approach. Topics in Middle Eastern and North African Economies, Electronic J 3, Middle East Economic Association and Loyola University, Chicago. Available via. DIALOG http://www.luc.edu/orgs/meea/volume3/meea3.html. Accessed on 12 July 2008
Cooper WW, Seiford LM, Tone K (2007) Data envelopment analysis: a comprehensive text with models, applications, references and DEA-solver software, 2nd edn. Springer Science—Business Media, New York
Das A, Ghosh S (2006) Financial deregulation and efficiency: an empirical analysis of Indian banks during post-reforms period. Rev Fin Econ 15:193–221
Das A, Nag A, Ray SC (2005) Liberalization, ownership and efficiency in Indian banking: a nonparametric analysis. Econ Polit Weekly 40:1190–1197
Denizer CA, Dinc M, Tarimcilar M (2000) Measuring banking efficiency in the pre- and post-liberalization environment: evidence from the Turkish banking system. World Bank policy research working paper no. 2476
Denizer CA, Dinc M, Tarimcliar M (2007) Financial liberalization and banking efficiency: evidence from Turkey. J Prod Anal 27:177–195
Drake L, Hall MJB (2003) Efficiency in Japanese banking: an empirical analysis. J Bank Fin 27:891–917
Elyasiani E, Mehdian S (1990) Efficiency in the commercial banking industry: a production frontier approach. Appl Econ 22:539–551
Elyasiani E, Mehdian S (1995) The comparative efficiency performance of small and large US commercial banks in the pre- and post-deregulation eras. Appl Econ 27:1069–1079
Farrell MJ (1957) The measurement of productive efficiency. J R Stat Soc 120:253–290
Fung MK (2006) Scale economies, X-efficiency, and convergence of productivity among bank holding companies. J Bank Fin 30:2857–2874
Galagedera DUA, Edirisuriya P (2005) Performance of Indian commercial banks (1995–2002). South Asian J Manage 12:52–74
Ghosh M (2006) Regional convergence in Indian agriculture. Indian J Agric Econ 61:610–629
Grabowski R, Rangan N, Rezvanian R (1994) The effect of deregulation on the efficiency of US banking firms. J Econ Bus 39:39–54
Grifell-Tatjé E, Lovell CAK (1996) Deregulation and productivity decline: the case of Spanish saving banks. Eur Econ Rev 40:1281–1303
Hahn FJ (2007) Environmental determinants of banking efficiency in Austria. Empirica 34:231–245
Hanson JA (2005) Improving performance of the Indian banks. In: Basu P (ed) India’s financial sector: recent reforms, future challenges. Macmillan India, New Delhi
Hanson JA, Kathuria S (1999) India: a financial sector for the twenty-first century. Oxford University Press, New Delhi
Hao J, Hunter WC, Yang WK (2001) Deregulation and efficiency: the case of private Korean banks. J Econ Bus 53:237–254
Hjalmarsson L, Andersson I, Mlima A (2000) Swedish banking efficiency and productivity in an international perspective. Estocolmo: Supplement no. 28 to the Government Inquiry on the International Competitiveness of the Swedish Financial Sector
Howcroft B, Ataullah A (2006) Total factor productivity change: an examination of the commercial banking industry in India and Pakistan. Serv Ind J 26:189–202
Humphrey DB (1985) Costs and scale economies in bank intermediation. In: Aspinwall RC, Eisenbeis RA (eds) Handbook for banking strategy. Wiley, New York, pp 745–783
Humphrey DB (1991) Productivity in banking and effects from deregulation. Fed Reserve Bank Richmond Econ Rev 77:16–28
Humphrey DB (1993) Cost and technological change: effects from bank deregulation. J Prod Anal 4:9–34
Humphrey DB, Pulley LB (1997) Banks’ responses to deregulation: profits, technology, and efficiency. J Money Credit Bank 29:73–93
Isik I, Hassan MK (2002a) Financial deregulation and total factor productivity change: an empirical study of Turkish commercial banks. J Bank Fin 27:1455–1485
Isik I, Hassan MK (2002b) Technical, scale and allocative efficiencies of Turkish banking industry. J Bank Fin 26:719–766
Isik I, Meleke U, Isik E (2002) Liberalization, ownership and productivity in Turkish banking. Paper submitted to the 9th annual conference of the Economic Research Forum, October 2002. Available via. DIALOG http://www.erf.org.eg/cms/getFile.php?id=724. Accessed on 21 July 2008
Jacobs R (2000) Alternative methods to examine hospital efficiency: data envelopment analysis and stochastic frontier analysis. Discussion paper no. 177, University of York Centre for Health Economics. Available via DIALOG http://www.york.ac.uk/inst/che/pdf/DP177.pdf. Accessed on 14 September 2008
Jaffry S, Ghulam Y, Pascoe S, Cox J (2007) Regulatory changes and productivity of the banking sector in the Indian sub-continent. J Asian Econ 18:415–438
Jagirdar B (1996) Capital adequacy: some issues. Econ Polit Weekly 31:731–739
Jemric I, Kujcic B (2002) Efficiency of banks in Croatia: a DEA approach. Working paper no. 7, Croatian National Bank, Zagreb
Joshi V, Little IMD (1996) India’s economic reforms 1991–2001. Clarendon, Oxford
Ketkar KH, Ketkar SL (1992) Bank nationalization, financial savings and economic development—a case study. J Dev Areas 27:69–84
Ketkar KW (1993) Public sector banking, efficiency and economic growth in India. World Dev 21:1685–1697
Kondeas AG, Caudill SB, Gropper DM, Raymond JE (2008) Deregulation and productivity changes in banking: evidence from European unification. Appl Fin Econ Lett 4:193–197
Koski HJ, Majumdar SK (2000) Convergence in telecommunications infrastructure development in OECD countries. Inf Econ Pol 12:111–131
Kumbhakar SC, Lozano-Vivas A (2005) Deregulation and productivity: the case of Spanish banks. J Regul Econ 27:331–351
Kumbhakar SC, Sarkar S (2003) Deregulation, ownership and productivity growth in the banking industry: evidence from India. J Money Credit Bank 35:403–424
Kumbhakar SC, Vivas AL, Lovell CAK, Hasan I (2001) The effects of deregulation on the performance of financial institutions: the case of Spanish savings banks. J Money Credit Bank 33:101–120
Kumbhakar SC, Wang D (2007) Economic reforms, efficiency and productivity in Chinese banking. J Regul Econ 32:105–129
Leightner JE, Lovell CAK (1998) The impact of financial liberalization on the performance of Thai banks. J Econ Bus 50:115–131
Lopez-Cortes GC (1997) An efficiency analysis of Mexico’s commercial banks before, during and after financial liberalization. Discussion paper no. EC5/97, Manage Sch, Lancaster University, UK
Lozano-Vivas A (1998) Efficiency and technical change for Spanish banks. Appl Fin Econ 8:289–300
Maghyereh A (2004) The effect of financial liberalization on the efficiency of financial institutions: the case of Jordanian commercial banks. J Trans Manage Dev 9:71–106
Mahadevan R, Kim S (2001) Did financial deregulation since 1980s prior to 1997 affect the efficiency performance of Korean banks? Indian J Quant Econ 16:81–100
Mahesh HP, Rajeev M (2006) Liberalization and productive efficiency of Indian commercial banks: a stochastic frontier analysis. MPRA paper no. 827 Available via. DIALOG http://mpra.ub.uni-muenchen.de/827/1/MPRA_paper_827.pdf. Accessed on 24 July 2008
Maheshwari SN (2006) Banking law and practice. Kalyani, New Delhi
Majumdar SK, Chang H (1996) Scale efficiencies in US telecommunications: an empirical investigation. Manage Dec Econ 17:303–318
Mamatzakis E, Staikouras C, Koutsomanoli-Filippaki A (2007) Bank efficiency in the new European Union member states: is there convergence? Int Rev Fin Anal. doi:10.1016/j.irfa.2007.11.001
Mirmirani S, Li HC, Ilacqua JA (2008) Health care efficiency in transition economies: an application data envelopment analysis. Int Bus Econ Res J 7:47–56
Mohan R (2006) Reforms, productivity and efficiency in banking: the Indian experience. Reserve Bank India Bull, pp 279–293
Mohan R (2007) India’s financial sector reforms: fostering growth while containing risk. Address at Yale University, December 3, 2007. Available via DIALOG http://www.rbidocs. rbi.org.in/rdocs/Speeches/PDFs/81616.pdf. Accessed on 10 June 2008
Mohan R, Prasad A (2005) India’s experience with financial sector development. In: Basu P (ed) India’s financial sector: recent reforms, future challenges. Macmillan India, New Delhi
Mukherjee K, Ray SC, Miller SM (2000) Productivity growth in large US commercial banks: the initial post-deregulation experience. J Bank Fin 25:913–939
Narasimham M (1991) Report of the committee on financial system, Reserve Bank of India, Mumbai
Narasimham M (1998) Report of the committee on banking sector reforms, Ministry of Finance, New Delhi
Odeck J, Alkadi A (2004) The performance of sub sized urban and rural public bus operators: empirical evidence from Norway. Ann Reg Sci 38:413–431
Pasiouras F, Sifodaskalakis E, Zopounidis C (2007) Estimating and analyzing the cost efficiency of Greek co-operative banks: an application of two-stage data envelopment analysis. Working paper no. 12, School of Management, University of Bath, UK
Patti EB, Hardy DC (2005) Financial sector liberalization, bank privatization, and efficiency: evidence from Pakistan. J Bank Fin 29:2381–2406
Qayyum A (2008) Financial sector reforms and the efficiency of banking in Pakistan. Unpublished study completed under the SANEI-VIII Round Projects. Available via DIALOG http://www.saneinetwork.net/pdf/SANEI_VIII/11.pdf. Accessed on 7 July 2008
Ram Mohan TT, Ray SC (2004) Comparing performance of public and private sector banks: a revenue maximization efficiency approach. Econ Polit Weekly 39:1271–1275
Rangarajan C (2007) Financial and banking sector reforms in India. First R.K. Talwar Memorial Lecture- 2007, Indian Institute of Banking and Finance, July 31. Available via DIALOG http://iibf.org.in/portal/documents/crangarajan_Lecture.doc. Accessed on 14 July 2008
Rebelo J, Mendes V (2000) Malmquist indices of productivity change in Portuguese banking: the deregulation period. Int Adv Econ Res 6:531–543
Reddy AA (2004) Banking sector liberalization and efficiency of Indian banks. ICFAI J Bank Manage 3:37–53
Reddy YV (1998) RBI and banking sector reforms. Reserve Bank India Bull, pp 99–1008
Reddy YV (2005) Banking sector reforms in India: an overview. Reserve Bank India Bull, pp 577–583
Reddy YV (2007) India-perspective for growth with stability. Econ J Orient Bank Commer 3:1–13
Reserve Bank of India (2006) Report of trend and progress in banking: 2005–06, Mumbai
Reserve Bank of India (2008) Efficiency, productivity and soundness of the banking sector. Rep Currency Fin 2:393–446
Rezvanian R, Rao N, Mehdian SM (2008) Efficiency change, technological progress and productivity growth of private, public and foreign banks in India: evidence from the post-liberalization era. Appl Fin Econ 18:701–713
Rizvi SYA (2001) Post-liberalisation efficiency and productivity of the banking sector in Pakistan. Pakistan Dev Rev 40:605–632
Roland C (2008) Banking sector liberalization in India: evaluation of reforms and comparative perspectives on China. Physica, Heidelberg
Sala-i-Martin X (1996a) Regional cohesion: evidence and theories of regional growth and convergence. Eur Econ Rev 40:1325–1352
Sala-i-Martin X (1996b) The classical approach to convergence analysis. Econ J 106:1019–1036
Sarkar J (2004) The banking industry. In: Gorkan S, Sen A, Vaidya RR (eds) The structure of Indian industry. Oxford University Press, New Delhi
Sarma RH (1995) Customer the crown prince of today and monarch of tomorrow. J Indian Inst Bankers 66:50–52
Sathye M (2003) Efficiency of banks in a developing economy: the case of India. Eur J Oper Res 148:662–671
Sealey CW, Lindley JT (1977) Inputs, outputs, and a theory of production and cost at depository financial institutions. J Fin 32:1251–1266
Seiford LM, Thrall RM (1990) Recent developments in DEA: the mathematical programming approach to frontier analysis. J Econ 46:7–38
Sen K, Vaidya RR (1997) The process of financial liberalization in India. Oxford University Press, New Delhi
Sensarma R (2005) Cost and profit efficiency of Indian banks during 1986–2003: a stochastic frontier analysis. Econ Polit Weekly 40:1198–1208
Sensarma R (2006) Are foreign banks always the best? Comparison of state-owned, private and foreign banks in India. Econ Model 23:717–735
Shanmugam KR, Das A (2004) Efficiency of Indian commercial banks during the reform period. Appl Fin Econ 14:681–686
Sherman HD, Gold F (1985) Bank branch operating efficiency: evaluation with data envelopment analysis. J Bank Fin 9:297–315
Shirai S (2002) Road from state to market-assessing the gradual approach to banking sector reforms in India. ADB Institute research paper series no. 32, Asian Development Bank Institute, Tokyo
Shirai S, Rajasekaran P (2002) Is India’s banking sector reform successful? KEIO SFC J 1:150–163
Siems TF, Clark JA (1997) Rethinking bank efficiency and regulation: how off-balance sheet activities make a difference. Finan Industry Stud 3: 1–11. Available via DIALOG http://www.dallasfed.org/banking/fis/fis9702.pdf. Accessed on 12 July 2008
Sowlati T, Paradi JC (2004) Establishing the practical frontier in data envelopment analysis. Omega 32:261–272
Sturm JE, Williams B (2004) Deregulation, entry of foreign banks and bank efficiency in Australia. J Bank Fin 28:1775–1799
Sufian F (2006) The efficiency of non-bank financial institutions: empirical evidence from Malaysia. Int J Fin Econ 1:49–65
Sufian F, Majid MA (2007) Singapore banking efficiency and its relation to stock returns: a DEA window analysis approach. Int J Bus Stud 15:83–106
Thirtle C, Piesse J, Lusigi A, Suhariyanto K (2003) Multi-factor agricultural productivity, efficiency and convergence in Botswana: 1981–96. J Dev Econ 71:605–624
Tomova M (2005) X-efficiency of European banking- inequality and convergence. Free University of Brussels. Available via DIALOG http://www.ecomod.net/conferences/ecomod2005/ecomod2005_papers/865.pdf. Accessed on 15 June 2008
Tulkens H, van den Eeckaut P (1995) Non-parametric efficiency, progress, and regress measures for panel data: methodological aspects. Eur J Oper Res 80:474–499
Verma MS (1999) Report of the working group on restructuring of weak public sector banks, Reserve Bank of India, Mumbai
Weill L (2008) Convergence in banking efficiency across European countries. Working paper no. 2008–07, LaRGE (Laboratoire de Recherche en Gestion et Economie) from Laboratoire de Recherche en Gestion et Economie, Université Louis Pasteur, Strasbourg (France). Available via DIALOG http://cournot2.u-strasbg.fr/users/large/publications/2008/2008-07.pdf. Accessed on 9 July 2008
Wheelock DC, Wilson PW (1999) Technical progress, inefficiency, and productivity change in US banking: 1984–1993. J Money Credit Bank 31:212–234
Yoo TH (2005) Indian banking sector reforms: review and prospects. Int Area Rev 8:167–190
Zaim O (1995) The effect of financial liberalization on the efficiency of Turkish commercial banks. Appl Fin Econ 5:257–264
Zhao T, Casu B, Ferrari A (2007) Deregulation and productivity growth: a study of Indian commercial banking. Economic analysis research group working papers no. 2006–07, School of Business, Reading University
Acknowledgments
We would like thank anonymous reviewers and the editor of this journal for providing useful comments and suggestions which have resulted in significant improvements in the quality of the paper. Errors remain unerringly our own.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Kumar, S., Gulati, R. Did efficiency of Indian public sector banks converge with banking reforms?. Int Rev Econ 56, 47–84 (2009). https://doi.org/10.1007/s12232-008-0057-2
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12232-008-0057-2