Financial Deregulation in the Indian Banking Industry: Has It Improved Cost Efficiency?

  • Sunil Kumar
  • Rachita Gulati
Part of the India Studies in Business and Economics book series (ISBE)


This chapter explores whether the cost efficiency of Indian banks since the launching of deregulation programme in 1992 has improved or not. The results suggest that deregulation programme has had a positive impact on the cost efficiency of Indian banks, and the observed cost efficiency gains are predominantly due to improvements in technical efficiency. Regarding the ranking of ownership groups, the results contradict the property rights hypothesis and public choice theory since public sector banks share the place on the podium along with foreign banks, and are more efficient than private banks. Further, while foreign banks are found to be mostly defining the grand technological frontier of the Indian banking system, public sector banks are closely chasing them to stay competitive. The empirical evidence is also in favour of the prevalence of the global advantage hypothesis in Indian banking industry. We also find that medium banks outperform the banks belonging to other size classes in terms of cost efficiency and its components. Further, Indian banks are operating at sub-optimal scale size. The post-DEA analysis unambiguously indicates that size and exposure to off-balance sheet activities are the key determinants of cost efficiency in Indian banking industry.


Efficiency Score Cost Efficiency Scale Efficiency Private Bank Allocative Efficiency 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


  1. Alchian AA (1965) Some economics of property rights. II Politico 30(4):816–829Google Scholar
  2. Aly HY, Grabowski R, Pasurka C, Rangan N (1990) Technical, scale, and allocative efficiencies in U.S. banking: an empirical investigation. Rev Econ Stat 72(2):211–218CrossRefGoogle Scholar
  3. Ariff M, Can L (2008) Cost and profit efficiency of Chinese banks: a non-parametric analysis. China Econ Rev 19(2):260–273CrossRefGoogle Scholar
  4. Ataullah A, Cockerill T, Le H (2004) Financial liberalization and bank efficiency: a comparative analysis of India and Pakistan. Appl Econ 36(17):1915–1924CrossRefGoogle Scholar
  5. Avkiran NK (2006) Productivity analysis in the services sector with data envelopment analysis, 3rd edn. University of Queensland Business School, The University of Queensland, BrisbaneGoogle Scholar
  6. Awdeh A, El Moussawi C (2009) Bank efficiency and foreign ownership in the Lebanese banking sector. Rev Middle East Econ Financ 5(2):1–22CrossRefGoogle Scholar
  7. Berger AN, DeYoung R (1997) Problem loans and cost efficiency in commercial banking. J Bank Financ 21(6):849–870CrossRefGoogle Scholar
  8. Berger AN, Hannan TH (1998) The efficiency cost of market power in the banking industry: a test of the ‘quiet life’ and related hypotheses. Rev Econ Stat 80(3):454–465CrossRefGoogle Scholar
  9. Berger AN, Humphrey DB (1997) Efficiency of financial institutions: international survey and directions for future research. Eur J Oper Res 98(2):175–212CrossRefGoogle Scholar
  10. Berger A, Mester L (1997) Inside the black box: what explains differences in the efficiency of financial institutions? J Bank Financ 21(7):895–947CrossRefGoogle Scholar
  11. Berger AN, Hunter W, Timme S (1993b) The efficiency of financial institutions: a review and preview of research past, present and future. J Bank Financ 17(2–3):221–249CrossRefGoogle Scholar
  12. Berger AN, DeYoung R, Genay H, Udell GF (2000) Globalization of financial institutions: evidence from cross-border banking performance. Brookings-Wharton Papers on Financial Services, 3, p 23–158Google Scholar
  13. Boyce JK (1986) Kinked exponential models for growth rate estimation. Oxford B Econ Stat 48(4): 385–391CrossRefGoogle Scholar
  14. Burki AA, Niazi GSK (2010) Impact of financial reforms on efficiency of state-owned, private and foreign banks in Pakistan. Appl Econ 42(24):3147–3160CrossRefGoogle Scholar
  15. Cebenoyan AS, Cooperman ES, Register CA (1993) Firm inefficiency and the regulatory closure of S&Ls: an empirical investigation. Rev Econ Stat 75(3):540–545CrossRefGoogle Scholar
  16. Chang CE, Hasan I, Hunter WC (1998) Efficiency of multinational banks: an empirical investigation. Appl Financ Econ 8(6):1–8CrossRefGoogle Scholar
  17. Chen TY (2004) A study of cost efficiency and privatisation in Taiwan’s banks: the impact of the Asian financial crisis. T Serv Ind J 24(5):137–151CrossRefGoogle Scholar
  18. Chortareas GE, Girardone C, Ventouri A (2009) Efficiency and productivity of Greek banks in the EMU era. Appl Financ Econ 19(16):1317–1328CrossRefGoogle Scholar
  19. Christopoulos DK, Tsionas EG (2001) Banking economic efficiency in the deregulation period: results from heteroscedastic stochastic frontier models. Manch Sch 69(6):656–676CrossRefGoogle Scholar
  20. Darrat AF, Topuz C, Yousf T (2002) Assessing cost and technical efficiency of banks in Kuwait. A Paper presented at ERF’s 8th annual conference, January, CairoGoogle Scholar
  21. Das A, Ghosh S (2006) Financial deregulation and efficiency: an empirical analysis of Indian banks during post-reforms period. Rev Financ Econ 15(3):193–221CrossRefGoogle Scholar
  22. Das A, Ghosh S (2009) Financial deregulation and profit efficiency: a nonparametric analysis of Indian banks. J Econ Bus 61(6):509–528CrossRefGoogle Scholar
  23. Das A, Nag A, Ray SC (2005) Liberalization, ownership and efficiency in Indian banking: a nonparametric analysis. Econ Polit Wkly 40(12):1190–1197Google Scholar
  24. De Alessi L (1980) The economics of property rights: a review of the evidence. In: Richard OZ (ed) Research in law and economics: a research annual, vol 2. Jai Press, Greenwich, pp 1–47Google Scholar
  25. Denizer CA, Dinc M, Tarimcilar M (2007) Financial liberalization and banking efficiency: evidence from Turkey. J Prod Anal 27(3):177–195CrossRefGoogle Scholar
  26. DeYoung N, Nolle DE (1996) Foreign-owned banks in the United States: earning market share or buying it? J Money Credit Bank 28(4):622–636CrossRefGoogle Scholar
  27. Ersoy I (2009) The impact of the global financial crisis on the efficiency of foreign banks in Turkey. Available via DIALOG.
  28. Fu X (2004) Efficiency and competition in China’s banking sector. A Ph.D. thesis- Cass Business School, City University, LondonGoogle Scholar
  29. Fu X, Heffernan S (2007) Cost X-efficiency in China’s banking sector. China Econ Rev 18(1):35–53CrossRefGoogle Scholar
  30. Fukushige M, Miyara I (2005) Statistical hypothesis testing for returns to scale using data envelopment analysis. Available via DIALOG.
  31. Girardone C, Molyneux P, Gardener EPM (2004) Analyzing the determinants of bank efficiency: the case of Italian banks. Appl Econ 36(3):215–227CrossRefGoogle Scholar
  32. Gjirja M (2004) Decomposing efficiency and productivity in Swedish banking: an empirical investigation. In efficiency and productivity in Swedish banking, a published Ph.D. thesis, Göteborg University, GöteborgGoogle Scholar
  33. Grabowski R, Rangan N, Rezvanian R (1994) The effect of deregulation on the efficiency of US banking firms. J Econ Bus 46(1):39–54CrossRefGoogle Scholar
  34. Hasan I, Marton K (2003) Development and efficiency of the banking sector in a transitional economy: Hungarian experience. J Bank Financ 27(12):2249–2271CrossRefGoogle Scholar
  35. Havrylchyk O (2006) Efficiency of the Polish banking industry: foreign versus domestic banks. J Bank Financ 30(7):1975–1996CrossRefGoogle Scholar
  36. Hermalin BE, Wallace NE (1994) The determinants of efficiency and solvency in savings and loans. Rand J Econ 25(3):361–381CrossRefGoogle Scholar
  37. Isik I, Hassan MK (2002a) Technical, scale and allocative efficiencies of Turkish banking industry. J Bank Financ 26(4):719–766CrossRefGoogle Scholar
  38. Isik I, Hassan MK (2003b) Financial deregulation and total factor productivity change: an empirical study of Turkish commercial banks. J Bank Financ 27(8):1455–1485CrossRefGoogle Scholar
  39. Jackson PM, Fethi MD (2000) Evaluating the technical efficiency of Turkish commercial banks: an application of DEA and Tobit analysis. A paper presented at the international DEA symposium, University of Queensland, Brisbane, 2–4 July 2000Google Scholar
  40. Kaparakis E, Miller S, Noulos A (1994) Short-run cost inefficiency of commercial banks: a flexible stochastic frontier approach. J Money Credit Bank 26(4):875–893CrossRefGoogle Scholar
  41. Kumar S (2013) Banking reforms and the evolution of cost efficiency in Indian public sector banks. Econ Change Restruct 46(2):143–182CrossRefGoogle Scholar
  42. Kumar S, Gulati R (2008b) An examination of technical, pure technical, and scale efficiencies in Indian public sector banks using data envelopment analysis. Eurasian J Bus Econ 1(2):33–69Google Scholar
  43. Kumar S, Gulati R (2009a) Technical efficiency and its determinants in the Indian domestic banking industry: an application of DEA and Tobit analysis. Am J Financ Acc 1(3):256–296CrossRefGoogle Scholar
  44. Kumar S, Gulati R (2009b) Did efficiency of Indian public sector banks converge with banking reforms? Int Rev Econ 56(1):47–84CrossRefGoogle Scholar
  45. Kumbhakar SC, Sarkar S (2005) Deregulation, ownership, and efficiency change in Indian banking: an application of stochastic frontier analysis. In: Ghosh R, Neogi C (eds) Theory and application of productivity and efficiency: econometric and DEA approach. Macmillan India, New DelhiGoogle Scholar
  46. Kyj L, Isik I (2008) Bank X-efficiency in Ukraine: an analysis of service characteristics and ownership. J Econ Bus 60(4):369–393CrossRefGoogle Scholar
  47. Levy B (1987) A theory of public enterprise behavior. J Econ Behav Organ 8(1):75–96CrossRefGoogle Scholar
  48. López-Cortés G, Snowden PN (1998) The Mexican banking industry through privatization to intervention: a DEA perspective 1982–1996. International Business Resource Group (IBRG), discussion paper no EC8/98, Department of Economics, The Management School, Lancaster University, LancasterGoogle Scholar
  49. Majumdar SK (1998) Assessing comparative efficiency of the state-owned mixed and private sectors in Indian industry. Pubic Choice 96(1–2):1–24CrossRefGoogle Scholar
  50. Maudos J, Pastor JM (2003) Cost and profit efficiency in the Spanish banking sector (1985–1996): a non-parametric approach. Appl Financ Econ 13(1):1–12CrossRefGoogle Scholar
  51. Mester LJ (1993) Efficiency in the savings and loan industry. J Bank Financ 17(2–3):267–286CrossRefGoogle Scholar
  52. Mester IJ (1996) A study of bank efficiency taking into account risk preferences. J Bank Financ 20(6):1025–1045CrossRefGoogle Scholar
  53. Miller SM, Noulas AG (1996) The technical efficiency of large bank production. J Bank Financ 20(3):495–509CrossRefGoogle Scholar
  54. Miller SR, Parkhe A (2002) Is there a liability of foreignness in global banking? An empirical test of banks X-efficiency. Strateg Manage J 23(1):55–75CrossRefGoogle Scholar
  55. Neal P (2004) X-efficiency and productivity change in Australian banking. Aust Econ Pap 43(2):174–191CrossRefGoogle Scholar
  56. Niskanen W (1975) Bureaucrats and politicians. J Law Econ 18(3):617–643CrossRefGoogle Scholar
  57. Pasiouras F (2008) Estimating the technical and scale efficiency of Greek commercial banks: the impact of credit risk, off-balance sheet activities, and international operations. Res Int Bus Financ 22(3):301–318CrossRefGoogle Scholar
  58. 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, BathGoogle Scholar
  59. Pi L, Timme SG (1993) Corporate control and bank efficiency. J Bank Financ 17(2–3):515–530CrossRefGoogle Scholar
  60. Ram Mohan TT, Ray SC (2004b) Comparing performance of public and private sector banks: a revenue maximization efficiency approach. Econ Polit Wkly 39(12):1271–1275Google Scholar
  61. Ray S, Das A (2010) Distribution of cost and profit efficiency: evidence from Indian banking. Eur J Oper Res 201(1):297–307CrossRefGoogle Scholar
  62. Reda M, Isik I (2006) Efficiency and productivity change of Egyptian commercial banks (1995–2003). In: Selected papers from the thirteenth anual conference, Economic Research Forum, Cairo, pp 87–136Google Scholar
  63. Reserve Bank of India (2008c) Competition and consolidation. Report on currency and finance: 2003–2008, vol 5, pp 349–392Google Scholar
  64. 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 Financ Econ 18(9):701–713CrossRefGoogle Scholar
  65. Sathye M (2001) X-efficiency in Australian banking: an empirical investigation. J Bank Financ 25(3):613–630CrossRefGoogle Scholar
  66. Sensarma R (2005) Cost and profit efficiency of Indian banks during 1986–2003: a stochastic frontier analysis. Econ Polit Wkly 40(12):1198–1208Google Scholar
  67. Sensarma R (2006) Are foreign banks always the best? Comparison of state-owned, private and foreign banks in India. Econ Model 23(4):717–735CrossRefGoogle Scholar
  68. Staub RB, Souza GS, Tabak BM (2010) Evolution of bank efficiency in Brazil: a DEA approach. Eur J Oper Res 202(1):204–213CrossRefGoogle Scholar
  69. Sturm JE, Williams B (2004) Foreign bank entry, deregulation and bank efficiency: lessons from the Australian experience. J Bank Financ 28(7):1775–1799CrossRefGoogle Scholar
  70. Sufian F (2009a) Determinants of bank efficiency during unstable macroeconomic environment: empirical evidence from Malaysia. Res Int Bus Financ 23(1):54–77CrossRefGoogle Scholar
  71. Sufian F, Majid MA (2007) Singapore banking efficiency and its relation to stock returns: a DEA window analysis approach. Int J Bus Stud 15(1):83–106Google Scholar
  72. Tabak BM, Tecles PL (2010) Estimating a bayesian stochastic frontier for the Indian banking system. Int J Prod Econ 125(1):96–110CrossRefGoogle Scholar
  73. Tecles P, Tabak BM (2010) Determinants of bank efficiency: the case of Brazil. Eur J Oper Res 207(3):1587–1598CrossRefGoogle Scholar
  74. Tochkov K, Nenovsky N (2009) Efficiency of commercial banks in Bulgaria in the wake of EU accession. Bulgarian National Bank, Discussion paper no DP/75/2009, August 2009. Available via DIALOG.
  75. Tortosa-Ausina E (2002b) Exploring efficiency differences over time in the Spanish banking industry. Eur J Oper Res 139(3):643–664CrossRefGoogle Scholar
  76. Tulkens H, van den Eeckaut P (1995) Non-parametric efficiency, progress, and regress measures for panel data: methodological aspects. Eur J Oper Res 80(3):474–499CrossRefGoogle Scholar
  77. Turati G (2001) Cost efficiency and profitability in European commercial banking. A Paper prepared for the 7th European workshop on efficiency and productivity analysis, Oviedo, September 2001. Available via DIALOG.
  78. Yildirim C (2002) Evolution of banking efficiency within an unstable macroeconomic environment: the case of Turkish commercial banks. Appl Econ 34(18):2289–2301CrossRefGoogle Scholar
  79. Zaim O (1995) The effect of financial liberalization on the efficiency of Turkish commercial banks. Appl Financ Econ 5(4):257–264CrossRefGoogle Scholar
  80. Zhao T, Casu B, Ferrari A (2010) The impact of regulatory reforms on cost structure, ownership and competition in Indian banking. J Bank Financ 34(1):246–254CrossRefGoogle Scholar

Copyright information

© Springer India 2014

Authors and Affiliations

  • Sunil Kumar
    • 1
  • Rachita Gulati
    • 2
  1. 1.Faculty of EconomicsSouth Asian UniversityNew DelhiIndia
  2. 2.Department of Humanities and Social SciencesIndian Institute of Technology RoorkeeRoorkeeIndia

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