Efficiency of Indian Banks – private versus public sector banks: A two-stage analysis

References

• Adusei, M., & McMillan, D. (2016). Determinants of bank technical efficiency: Evidence from rural and community banks in Ghana. Cogent Business & Management, 3(1), 1–17. https://doi.org/10.1080/23311975.2016.1199519
   Google Scholar
• Akhigbe, A., & Mcnulty, J. E. (2011). Bank monitoring, profit efficiency and the commercial lending business model. Journal of Economics and Business, 63(6), 531–551. https://doi.org/10.1016/j.jeconbus.2011.07.001
   Google Scholar
• Alrafadi, K. M. S., Yusuf, M. M., & Kamaruddin, B. H. (2015). Measuring bank efficiency and its determinants in developing countries using data envelopment analysis: The case of Libya 2004-2010. International Journal of Business and Management, 10(9), 1–18. https://doi.org/10.5539/ijbm.v10n9p1
   Google Scholar
• Analysis. Margin—The Journal of Applied Economic Research, 13 (4), 361–380. https://doi.org/10.1177/2F0301574219868373
   Google Scholar
• An, Q., Chen, H., Wu, J., & Liang, L. (2015). Measuring slacks-based efficiency for commercial banks in China by using a two-stage DEA model with undesirable output. Annals of Operations Research, 235(1), 13–35. https://doi.org/10.1007/s10479-015-1987-1
   Web of Science ®Google Scholar
• Ariff, M., & Can, L. (2008). Cost and profit efficiency of Chinese banks: A non-parametric analysis. China Economic Review, 19(2), 260–273. https://doi.org/10.1016/j.chieco.2007.04.001
   Web of Science ®Google Scholar
• Arrawatia, R., Misra, A., Dawar, V., & S. K. Shanthi, Dr. Vinay Kumar Nang, D. (2015). Bank competition and efficiency: Empirical evidence from Indian market. International Journal of Law and Management, 57(3), 217–231. https://doi.org/10.1108/IJLMA-03-2014-0029
   Web of Science ®Google Scholar
• Avkiran, N. K. (2015). An illustration of dynamic network DEA in commercial banking including robustness tests. Omega, 55, 141–150. https://doi.org/10.1016/j.omega.2014.07.002
   Web of Science ®Google Scholar
• Azad, M. A. K., Wanke, P., Raihan, M. Z., Anwar, S. R., & Mustafa, R. (2020). Bank efficiency in Bangladesh revisited: A slack-based network DEA approach. Journal of Economic Studies, 47(5), 1001–1014. https://doi.org/10.1108/JES-01-2019-0029
   Web of Science ®Google Scholar
• Babu, M. R., & Kumar, M. A. (2018). Evaluating the nationalization and privatization effect: A case of Indian banking industry. Banks and Bank Systems, 13(1), 11–21. http://dx.doi.org/10.21511/bbs.13(1).2018.02
   Google Scholar
• Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078–1092. https://doi.org/10.1287/mnsc.30.9.1078
   Web of Science ®Google Scholar
• Baral, R., & Patnaik, D. (2022). Bank efficiency and governance: Evidence from Indian banking. Journal of Management and Governance, 1–29. https://doi.org/10.1007/s10997-021-09610-9
   Web of Science ®Google Scholar
• Beasley, J. E. (1990). Comparing university departments. Omega, 18(2), 171–183. https://doi.org/10.1016/0305-0483(90)90064-G
   Web of Science ®Google Scholar
• Beck, T., De Jonghe, O., & Schepens, G. (2013). Bank competition and stability: Cross-country heterogeneity. Journal of Financial Intermediation, 22(2), 218–244. https://doi.org/10.1016/j.jfi.2012.07.001
   Web of Science ®Google Scholar
• Berger, A. N., Hancock, D., & Humphrey, D. B. (1993). Bank efficiency derived from the profit function. Journal of Banking and Finance, 17(2–3), 317–347. https://doi.org/10.1016/0378-4266(93)90035-C
   Web of Science ®Google Scholar
• Berger, A. N., Klapper, L. F., & Turk-Ariss, R. (2008). Bank competition and financial stability. Policy Research Working Paper, 4696, The World Bank Development Research Group, Washington, DC. https://openknowledge.worldbank.org/handle/10986/6794
   Google Scholar
• Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444. https://doi.org/10.1016/0377-2217(78)90138-8
   Web of Science ®Google Scholar
• Chen, Y. C., Chiu, Y. H., Huang, C. W., & Tu, C. H. (2013). The analysis of bank business performance and market risk—Applying Fuzzy DEA. Economic Modelling, 32, 225–232. http://dx.doi.org/10.1016/j.econmod.2013.02.008
   Web of Science ®Google Scholar
• Chen, M. J., Chiu, Y. H., Jan, C., Chen, Y. C., & Liu, H. H. (2015). Efficiency and risk in commercial banks–hybrid DEA estimation. Global Economic Review, 44(3), 335–352. https://doi.org/10.1080/1226508X.2015.1067865
   Web of Science ®Google Scholar
• Choudhry, T., & Jayasekera, R. (2014). Market efficiency during the global financial crisis: Empirical evidence from European banks. Journal of International Money and Finance, 49, 299–318. https://doi.org/10.1016/j.jimonfin.2014.03.008
   Web of Science ®Google Scholar
• Čihák, M. (2007). Systemic Loss: A Measure of Financial Stability. Czech Journal of Economics and Finance, 57(1–2), 5–26. https://journal.fsv.cuni.cz/storage/1073_fau_1_2_07_00000000005.pdf
   Google Scholar
• Čihák, M., & Hesse, H. (2010). Islamic banks and financial stability: An empirical analysis. Journal of Financial Services Research, 38(2–3), 95–113. https://doi.org/10.1007/s10693-010-0089-0
   Web of Science ®Google Scholar
• Coelli, T. J. (1996). A guide to DEAP version 2.1: A data envelopment analysis (Computer) program. CEPA Working Paper 96/08, University of New England, Armidale.
   Google Scholar
• Dao, B. T. T., & Nguyen, K. A. (2020). Bank capital adequacy ratio and bank performance in Vietnam: A simultaneous equations framework. The Journal of Asian Finance, Economics, and Business, 7(6), 39–46.
   Web of Science ®Google Scholar
• Das, A., & Ghosh, S. (2009). Financial deregulation and profit efficiency: A nonparametric analysis of Indian banks. Journal of Economic and Business, 61(6), 509–528. https://doi.org/10.1016/j.jeconbus.2009.07.003
   Google Scholar
• Debasish, S. S. (2016). Efficiency performance in Indian banking – Use of data envelopment analysis. Global Business Review, 7(2), 325–333. https://doi.org/10.1177/097215090600700209
   Google Scholar
• Debnath, R., & Shankar, R. (2008). Measuring performance of Indian banks: An application data envelopment analysis. Int. J. Business Performance Management, 10(1), 57–85. https://dx.doi.org/10.1504/IJBPM.2008.015921
   Google Scholar
• Delis, M. D., Papanikolaou, N. I., & Pasiouras, F. (2009). Determinants of bank efficiency: Evidence from a semi‐parametric methodology. Managerial Finance, 35(3), 260–275. https://doi.org/10.1108/03074350910931771
   Web of Science ®Google Scholar
• Dinberu, Y. D., & Wang, M. (2018). Drivers of technical efficiency of Ethiopian commercial banks: DEA approach & Tobit model. Research Journal of Finance and Accounting, 9(4), 30–38.
   Google Scholar
• Djalilov, K., & Piesse, J. (2016). Determinants of bank profitability in transition countries: What matters most? Research in International Business and Finance, 38, 69–82. https://doi.org/10.1016/j.ribaf.2016.03.015
   Web of Science ®Google Scholar
• Drake, L., Hall, M. J. B., & Simper, R. (2006). The impact of macroeconomic and regulatory factors on bank efficiency: A non-parametric analysis of Hong Kong’s banking system. Journal of Banking and Finance, 30(5), 1443–1466. https://doi.org/10.1016/j.jbankfin.2005.03.022
   Web of Science ®Google Scholar
• Duho, K. C. T., Onumah, J. M., Owodo, R. A., Asare, E. T., & Onumah, R. M. (2020). Bank risk, profit efficiency and profitability in a frontier market. Journal of Economic and Administrative Sciences, 36(4), 381–402. https://doi.org/10.1108/JEAS-01–2019-0009
   Web of Science ®Google Scholar
• Fu, X. M., Lin, Y. R., & Molyneux, P. (2014). Bank efficiency and shareholder value in Asia Pacific. Journal of International Financial Markets, Institutions and Money, 33, 200–222. https://doi.org/10.1016/j.intfin.2014.08.004
   Web of Science ®Google Scholar
• Gopalakrishnan, B., Jacob, J., & Pandey, A. (2018). Lender moral hazard in state-owned banks: Evidence from an emerging economy. Working Paper 2018-07-01. Indian Institute of Management, Ahmedabad, India.https://web.iima.ac.in/assets/snippets/workingpaperpdf/7760930622018-07-01.pdf
   Google Scholar
• Goswami, R., Hussain, F., & Kumar, M. (2019). Banking efficiency determinants in India: A two-stage analysis .Margin: The Journal of Applied Economic Research, 13(14),361–380. https://doi.org/10.1177/0301574219868373
   Google Scholar
• Gulati, R. (2015). Trends of cost efficiency in response to financial deregulation: The case of Indian banks. Benchmarking: An International Journal, 22(5), 808–838. https://doi.org/10.1108/BIJ-06-2013-0065
   Google Scholar
• Hsiao, C., Shen, Y., & Bian, W. (2015). Evaluating the effectiveness of China’s financial reform-The efficiency of China’s domestic banks. China Economic Review, 35, 70–82. https://doi.org/10.1016/j.chieco.2015.05.006
   Web of Science ®Google Scholar
• Isik, I., & Hassan, M. K. (2003). Efficiency, ownership and market structure, corporate control and governance in the Turkish banking industry. Journal of Business Finance Accounting, 30(9–10), 1363–1421. https://doi.org/10.1111/j.0306-686X.2003.05533.x
   Google Scholar
• Isshaq, Z., & Bokpin, G. A. (2012). Expansion and efficiency in banking: Evidence from Ghana. Managerial and Decision Economics, 33(1), 19–28. https://doi.org/10.1002/mde.1556
   Google Scholar
• Jackson, P. M., & Fethi, M. D. (2000). In Evaluating the technical efficiency of Turkish commercial banks: An application of DEA and Tobit analysis. University of Queensland. https://leicester.figshare.com/articles/report/Evaluating_the_efficiency_of_Turkish_commercial_banks_an_application_of_DEA_and_Tobit_Analysis/10077092/1
   Google Scholar
• Jayaraman, A. R., & Srinivasan, M. R. (2014). Analyzing the profit efficiency of banks in India with undesirable output – Nerlovian profit indicator approach. IIMB Management Review, 26(4), 222–233. https://doi.org/10.1016/j.iimb.2014.09.003
   Google Scholar
• Jayaraman, A. R., & Srinivasan, M. R. (2019). Determinants of Indian banks efficiency: A two-stage approach. International Journal of Operational Research, 36(2), 270–291. https://dx.doi.org/10.1504/IJOR.2019.102414
   Google Scholar
• Jha, S., Xiaofeng, H., & Sun, B. (2013). Commercial banking efficiency in Nepal: application of DEA and Tobit model. Information Technology Journal, 12(2), 306–314. https://dx.doi.org/10.3923/itj.2013.306.314
   Google Scholar
• Jia, C. (2009). The effect of ownership on the prudential behavior of banks the case of China. Journal of Banking & Finance, 33(1), 77–87. https://doi.org/10.1016/j.jbankfin.2007.03.017
   Web of Science ®Google Scholar
• Kamarudin, F., Sufian, F., Nassir, A. M., Anwar, N. A. M., & Hussain, H. I. (2019). Bank efficiency in Malaysia a DEA approach. Journal of Central Banking Theory and Practice, 8(1), 133–162. https://doi.org/10.2478/jcbtp-2019-0007
   Web of Science ®Google Scholar
• Kumar, S., & Gulati, R. (2009). Technical efficiency and its determinants in the Indian domestic banking industry: An application of DEA and Tobit analysis. American Journal of Finance and Accounting, 1(3), 256–296. https://doi.org/10.1504/AJFA.2009.026484
   Google Scholar
• Laeven, L., & Levine, R. (2009). Bank governance, regulation and risk taking. Journal of Financial Economics, 93(2), 259–275. https://doi.org/10.1016/j.jfineco.2008.09.003
   Web of Science ®Google Scholar
• Le, P. T., Harvie, C., Arjomandi, A., & Borthwick, J. (2019). Financial liberalisation, bank ownership type and performance in a transition economy: The case of Vietnam. Pacific-Basin Finance Journal, 57, 101182. https://doi.org/10.1016/j.pacfin.2019.101182
   Web of Science ®Google Scholar
• Lemonakis, C., Voulgaris, F., Vassakis, K., & Christakis, S. (2015). Efficiency, capital and risk in banking industry: The case of Middle East and North Africa (MENA) countries. International Journal of Financial Engineering and Risk Management, 2(2), 109–123. https://doi.org/10.1504/IJFERM.2015.074042
   Google Scholar
• Maity, S., Sahu, T. N., & Biswas, D. (2020). Assessing efficiency of private sector banks in India: An empirical investigation using DEA. International Journal Financial Services Management, 10(2), 138–155. https://doi.org/10.1504/IJFSM.2020.110223
   Google Scholar
• Manlagnit, M. C. V. (2015). Basel regulations and banks’ efficiency: The case of the Philippines. Journal of Asian Economics, 39, 72–85. https://doi.org/10.1016/j.asieco.2015.06.001
   Web of Science ®Google Scholar
• Mayers, R. H. (1990). Classical and Modern Regression with Applications, PWS10. Kent Publishing Company.
   Google Scholar
• Midi, H., Sarkar, S. K., & Rana, S. (2010). Collinearity diagnostics of binary logistic regression model. Journal of Interdisciplinary Mathematics, 13(3), 253–267. https://doi.org/10.1080/09720502.2010.10700699
   Google Scholar
• Mohanty, B., & Sarkar, S. (2020). Impact of bank-specific and external factors on profitability: An empirical study of PSU banks in India. Journal of Asia-Pacific Business, 21(3), 227–242. https://doi.org/10.1080/10599231.2020.1783983
   Google Scholar
• Moradi-Motlagh, A., & Jubb, C. (2020). Examining irresponsible lending using non-radial inefficiency measures: Evidence from Australian banks. Economic Analysis and Policy, 66, 96–108. https://doi.org/10.1016/j.eap.2020.03.003
   Web of Science ®Google Scholar
• Moradi-Motlagh, A., & Saleh, A. S. (2014). Re-examining the technical efficiency of Australian banks: A bootstrap DEA approach. Australian Economic Papers, 53(1–2), 112–128. https://doi.org/10.1111/1467-8454.12024
   Web of Science ®Google Scholar
• Moradi-Motlagh, A., Valadkhani, A., & Saleh, A. S. (2015). Rising efficiency and cost saving in Australian banks: A bootstrap approach. Applied Economics Letters, 22(3), 189–194. https://doi.org/10.1080/13504851.2014.932044
   Web of Science ®Google Scholar
• Mutarindwa, S., Siraj, I., & Stephan, A. (2021). Ownership and bank efficiency in Africa: True fixed effects stochastic frontier analysis. Journal of Financial Stability, 54, 100886. https://doi.org/10.1016/j.jfs.2021.100886
   Web of Science ®Google Scholar
• Olson, D., & Zoubi, T. A. (2011). Efficiency and bank profitability in MENA countries. Emerging Markets Review, 12(2), 94–110. https://doi.org/10.1016/j.ememar.2011.02.003
   Web of Science ®Google Scholar
• Ray, S. (2016). Cost efficiency in an Indian bank branch network: A centralized resource allocation model. Omega, 65, 69–81. https://doi.org/10.1016/j.omega.2015.12.009
   Web of Science ®Google Scholar
• Ray, S. C., & Das, A. (2010). Distribution of cost and profit efficiency: Evidence from Indian banking. European Journal of Operational Research, 201(1), 297–307. https://doi.org/10.1016/j.ejor.2009.02.030
   Web of Science ®Google Scholar
• RBI, (2021a). Financial Stability Report, 23. Reserve Bank of India, Mumbai. https://rbidocs.rbi.org.in/rdocs//PublicationReport/Pdfs/FSRJULY20210595CD3BEDFA466EBE9169BCE426E32C.PDF
   Google Scholar
• RBI, (2021b). Financial stability report, 24. https://rbidocs.rbi.org.in/rdocs//PublicationReport/Pdfs/FSRDEC2021_FULL2D99E6548CD0478CA90EE717F2B85D45.PDF
   Google Scholar
• Reddy, K. S., & Nirmala, V. (2013). Profit efficiency and its determinants: Evidence from Indian commercial banks. Journal of Transnational Management, 18(2), 125–163. https://doi.org/10.1080/15475778.2013.782236
   Google Scholar
• Saha, A., & Ravishanker, T. S. (2000). Rating of Indian commercial banks: A DEA approach. European Journal of Operational Research, 124(1), 187–203. https://doi.org/10.1016/S0377-2217(99)00167-8
   Web of Science ®Google Scholar
• Singh, O., & Bansal, S. (2017). An analysis of revenue maximising efficiency of public sector banks in the post-reforms period. Journal of Central Banking Theory and Practice, 6(1), 111–125. https://doi.org/10.1515/jcbtp-2017-0006
   Web of Science ®Google Scholar
• Singh, P. K., Thaker, K., & Papavassiliou, V. (2020). Profit efficiency and determinants of Indian banks; A truncated bootstrap and data envelopment analysis. Cogent Economics & Finance, 8(1), 1724242. https://doi.org/10.1080/23322039.2020.1724242
   Web of Science ®Google Scholar
• Srairi, S. A. (2010). Cost and profit efficiency of conventional and Islamic banks in GCC countries. Journal of Productivity Analysis, 34(1), 45–62. https://doi.org/10.1007/s11123-009-0161-7
   Web of Science ®Google Scholar
• Staub, R. B., Souza, G. S., & Tabak, B. M. (2010). Evolution of bank efficiency in Brazil: A DEA approach. European Journal of Operational Research, 202(1), 204–213. https://doi.org/10.1016/j.ejor.2009.04.025
   Web of Science ®Google Scholar
• Sufian, F. (2009). The determinants of efficiency of publicly listed Chinese banks: Evidence from two-stage banking models. Macroeconomics and Finance in Emerging Market Economies, 2(1), 93–133. https://doi.org/10.1080/17520840902726458
   Google Scholar
• Sufian, F., & Majid, M. Z. A. (2007). Deregulation, consolidation and banks efficiency in Singapore: Evidence from event study window approach and Tobit analysis. International Review of Economics, 54(2), 261–283. https://doi.org/10.1007/s12232-007-0017-2
   Google Scholar
• Tesfay, T. (2016). Determinants of commercial banks efficiency: Evidence from selected commercial banks of Ethiopia. International Journal of Scientific and Research Publications, 6(5), 551–556.
   Google Scholar
• Tobin, J. (1958). Estimation of relationships for limited dependent variables. Econometrica, 26(1), 24–26. https://doi.org/10.2307/1907382
   Web of Science ®Google Scholar
• Wanke, P., Skully, M., Wijesiri, M., Walker, T., & Dalla Pellegrina, L. (2022). Does ownership structure affect firm performance? Evidence of Indian bank efficiency before and after the global financial crisis. International Transactions in Operational Research, 29(3), 1842–1867. https://doi.org/10.1111/itor.13072
   Web of Science ®Google Scholar
• World Bank. (2016). Global financial development report, world bank report. https://www.worldbank.org/en/publication/gfdr/gfdr-2016/background/financial-stability
   Google Scholar
• Yeyati, E. L., & Micco, A. (2007). Concentration and foreign penetration in Latin American banking sectors: Impact on competition and risk. Journal of Banking & Finance, 31(6), 1633–1647. https://doi.org/10.1016/j.jbankfin.2006.11.003
   Web of Science ®Google Scholar
• Zeleke, B. D., Geleto, A. K., Komicha, H. H., Asefa, S., & Zhang, X. (2021). Determinants of adopting improved bread wheat varieties in Arsi Highland, Oromia region, Ethiopia: A double-hurdle approach. Cogent Economics & Finance, 9(1), 1932040. https://doi.org/10.1080/23322039.2021.1932040
   Web of Science ®Google Scholar