Efficiency Change in Pakistan Commercial Banking Sector: A Pre and Post Digital-Restructuring Analysis
DOI:
https://doi.org/10.24191/jeeir.v3i1.6297Keywords:
Information and Communcation Technology, Data Envelopment Analysis, Total Factor Productivity, Malmquist IndexAbstract
In this study we examine the technical efficiency of commercial banking sector of Pakistan. In recent past Pakistan’s commercial banking is making substantial investment and up-gradation in information and communication technology (ICT) in order to keep pace with global banking industry. Due to financial linearization the entry of the foreign banks with advance technology in the commercial banking sector has been increased that inclines other banks to adopt the new technology in order to earn more of market share. To justify the huge investments in computers and related technologies many question arises about the efficiency & productivity growth of the banks due to ICT. Accordingly, this study analyzes the efficiency of a sample of 11 commercial banks for the period 1998 to 2012. Using data envelopment analysis (DEA) we measure the Malmquist productivity index (MPI) to measure total factor productivity (TFP). In this study the time period (1998-2012) has been decomposed into pre-digital reforms (1998-2005) & post-digital reforms (2006-2012) period, in order to compare the efficiency change after the adaptation of IT by commercial banking sector. The variables are selected under intermediation approach. The results show that technical efficiency has been significantly increased in post-digital reform era and as a result TFP has also been boosted. The results show that MCB has consistently scored the highest efficiency & Malmquist TFP scores.
References
Ahmed, U., Farooq, S., & Jalil, H. H. (2009). "Efficiency dynamics and financial reforms: Case study of Pakistani banks." International Research Journal of Finance and Economics, 172–182.
Akhter, M. H. (2002). "X-efficiency analysis of commercial banks in Pakistan: A preliminary investigation." Pakistan Development Review, Part II.
Akmal, M., & Saleem, M. (2008). "Technical efficiency of the banking sector in Pakistan." SBP Research Bulletin, 4(1), 61–80.
Athanassopoulos, A. D., & Giokas, D. (2000). "The use of data envelopment analysis in banking institutions: Evidence from the commercial banks of Greece." Institution for Operations Research and the Management Sciences, 30(2), 81–95.
Banking Statistics of Pakistan (various issues). State Bank of Pakistan.
Berger, A. N., & Humphrey, D. D. (1997). "Efficiency of financial institutions: International survey and directions for future research." European Journal of Operational Research, 98, 282–294.
Berger, A., & Mester, L. (1997). "Inside the black box: What explains differences in the efficiency of financial institutions?" Journal of Banking and Finance, 21(7), 895–947.
Burki, A. A., & Niazi, G. S. K. (2006). "Impact of financial reforms on efficiency of state-owned, private, and foreign banks in Pakistan." CMER Working Paper No. 06-49, Lahore: Lahore University of Management Sciences.
Camanho, A. S., & Dyson, R. G. (1999). "Efficiency, size, benchmark and targets for bank branches: An application of data envelopment analysis." The Journal of the Operational Research Society, 50(9), 903–915.
Camanho, A. S., & Dyson, R. G. (2005). "Cost efficiency measurement with price uncertainty: A DEA application to bank branch assessments." European Journal of Operational Research, 161(2), 432–446.
Caves, D. W., Christensen, L. R., & Diewert, W. E. (1982). "Multilateral comparisons of output, input, and productivity using superlative index numbers." The Economic Journal, 73–86.
Chansarn, S. (2008). "The relative efficiency of commercial banks in Thailand: DEA approach." International Research Journal of Finance and Economics, 53–68. http://www.eurojournals.com/finance.htm
Charnes, A., Cooper, W. W., & Rhodes, E. (1978). "Measuring the efficiency of decision making units." European Journal of Operational Research, 2, 429–444.
Cooper, W. W., Seiford, L. M., & Tone, K. (2007). Data envelopment analysis: A comprehensive text with models, applications, references and DEA-Solver software (2nd ed.). New York: Springer Science, Business Media.
Debnath, R. M., & Shankar, R. (2008). "Measuring performance of Indian banks: An application data envelopment analysis." International Journal of Business Performance Management, 10(1), 57–85.
Düzakın, E., & Düzakın, H. (2007). "Measuring the performance of manufacturing firms with super slacks based model of data envelopment analysis: An application of 500 major industrial enterprises in Turkey." European Journal of Operational Research, 182(3), 1412–1432.
Färe, R., & Grosskopf, S. (1992). "Malmquist productivity indexes and Fisher ideal indexes." The Economic Journal, 158–160.
Färe, R., Grosskopf, S., Norris, M., & Zhang, Z. (1994). "Productivity growth, technical progress, and efficiency change in industrialized countries." The American Economic Review, 66–83.
Government of Pakistan. (2005–2006). The economic survey. Ministry of Finance, Economic Advisory Wing, Islamabad.
Havrylchyk, O. (2006). "Efficiency of the Polish banking industry: Foreign versus domestic banks." Journal of Banking & Finance, 30(7), 1975–1996.
Janki, B. (2002). "Unleashing employ productivity: A need for a paradigm shift." Indian Banking Association Bulletin, XXIV(3), 7–9.
Jemric, I., & Vujcic, B. (2002). "Efficiency of banks in Croatia: A DEA approach." Comparative Economic Studies, 44(2–3), 169–193.
Johnes, J., & Yu, L. (2008). "Measuring the research performance of Chinese higher education institutions using data envelopment analysis." China Economic Review, 19(4), 679–696.
Lucas, H. C., Jr. (1999). Information technology and the productivity paradox. New York: Oxford University Press.
Mahmood, H. Z., Khan, R., Mehmood, B., & Khan, K. (2014). "Efficiency analysis of conventional vs. Islamic microfinance: An appraisal for sustainability in Pakistan." International Journal of Empirical Finance, 3(4), 192–201.
Mehmood, B., & Waseem, M. (2014). "Unraveling productivity of cement industry of Pakistan: A non-parametric approach." Asian Journal of Business and Economics, 4(2), 1–14.
Mehmood, B., & Nazir, N. (2014). "Efficiency differences within Pakistan telecommunication sector: A non-parametric investigation." Economy Informatics, 14(1), 5–13.
Mehmood, B., Rizvi, S. H. H., & Ajaz, F. (2013). "Efficiency of women financing banks: An inter-country comparative study of South Asia using data envelopment analysis." Asian Journal of Business and Economics, 3(3), 1–16.
Moffat, B., & Valadkhani, A. (2009). "A data envelopment analysis of financial institutions in Botswana." Oxford Business and Economics Program. Oxford University, Oxford, UK.
Mukherjee, A., Nath, P., & Pal, M. N. (2002). "Performance benchmarking and strategic homogeneity of Indian banks." International Journal of Bank Marketing, 20(3), 122–139.
Podinovski, V. V., & Thanassoulis, E. (2007). "Improving discrimination in data envelopment analysis: Some practical suggestions." Journal of Productivity Analysis, 28(1–2), 117–126.
Qayyum, A., & Khan, S. (2007). "X-efficiency, scale economics, technological progress, and competition: A case of banking sector in Pakistan." PIDE Working Paper: 23.
Stiglitz, J. E. (1998). "More instruments and broader goals: Moving toward the post-Washington consensus." UNU/WIDER, Helsinki.
Sufian, F., & Habibullah, M. S. (2009). "Do mergers and acquisitions lead to a higher technical and scale efficiency? A counter evidence from Malaysia." African Journal of Business Management, 3(8), 340–349.
Wagner, J. M., & Shimshak, D. G. (2007). "Stepwise selection of variables in data envelopment analysis: Procedures and managerial perspectives." European Journal of Operational Research, 180(1), 57–67.
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