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Which Element Bank Total Factor Productivity Is More Representative: Technological Progress or Efficiency Change?

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  • Fadzlan Sufian

Abstract

The article employs the Malmquist Productivity Index (MPI) method to assess the impact of technological change on the obtained total factor productivity (TFP) of Malaysian banks during the period 1998–2008. The preferred methodology enables us to isolate efforts to catch up to the frontier (efficiency change) from shifts in the frontier (technological change). The empirical findings suggest that the Malaysian banking sector has exhibited a marginal TFP progress attributed mainly to the increase in efficiency. During the period under study, the decline in technological change has adverse impact on the TFP of both domestic and foreign banks.

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  • Fadzlan Sufian, 2014. "Which Element Bank Total Factor Productivity Is More Representative: Technological Progress or Efficiency Change?," Vision, , vol. 18(1), pages 9-22, March.
    • Handle: RePEc:sae:vision:v:18:y:2014:i:1:p:9-22
    DOI: 10.1177/0972262913517328
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    1. Graciela Kaminsky & Saul Lizondo & Carmen M. Reinhart, 1998. "Leading Indicators of Currency Crises," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 1-48, March.
    2. Mohd. Azmi Omar & Abdul Rahim Abdul Rahman & Rosylin Mohd. Yusof & M. Shabri Abd. Majid & Mohd. Eskandar Shah Mohd. Rasid, 2006. "Efficiency of Commercial Banks in Malaysia," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 2(2), pages 19-42.
    3. Athanasoglou, Panayiotis P. & Brissimis, Sophocles N. & Delis, Matthaios D., 2008. "Bank-specific, industry-specific and macroeconomic determinants of bank profitability," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(2), pages 121-136, April.
    4. Kaminsky, Graciela L & Reinhart, Carmen M, 1998. "Financial Crises in Asia and Latin America: Then and Now," American Economic Review, American Economic Association, vol. 88(2), pages 444-448, May.
    5. Barbara Casu & Claudia Girardone, 2005. "An analysis of the relevance of off-balance sheet items in explaining productivity change in European banking," Applied Financial Economics, Taylor & Francis Journals, vol. 15(15), pages 1053-1061.
    6. Fadzlan Sufian, 2007. "What Explains Differences in the Efficiency of Non-Commercial Bank Financial Intermediaries? Empirical Evidence from Malaysia," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 3(1), pages 37-57.
    7. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    8. Ray,Subhash C., 2012. "Data Envelopment Analysis," Cambridge Books, Cambridge University Press, number 9781107405264.
    9. Kumbhakar, Subal C, 1987. "Production Frontiers and Panel Data: An Application to U.S. Class 1 Railroads," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(2), pages 249-255, April.
    10. International Monetary Fund, 2001. "Bank Reform and Bank Efficiency in Pakistan," IMF Working Papers 2001/138, International Monetary Fund.
    11. Hirtle, Beverly J. & Stiroh, Kevin J., 2007. "The return to retail and the performance of US banks," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1101-1133, April.
    12. Jaffry, Shabbar & Ghulam, Yaseen & Pascoe, Sean & Cox, Joe, 2007. "Regulatory changes and productivity of the banking sector in the Indian sub-continent," Journal of Asian Economics, Elsevier, vol. 18(3), pages 415-438, June.
    13. Corsetti, Giancarlo & Pesenti, Paolo & Roubini, Nouriel, 1999. "What caused the Asian currency and financial crisis?," Japan and the World Economy, Elsevier, vol. 11(3), pages 305-373, October.
    14. Abhiman Das & K. R. Sanmugam, 2004. "Efficiency of Indian commercial banks during the reform period," Industrial Organization 0410005, University Library of Munich, Germany.
    15. Robert DeYoung & Tara Rice, 2004. "Noninterest Income and Financial Performance at U.S. Commercial Banks," The Financial Review, Eastern Finance Association, vol. 39(1), pages 101-127, February.
    16. Hali J. Edison, 2003. "Do indicators of financial crises work? An evaluation of an early warning system," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 8(1), pages 11-53.
    17. Mukherjee, Kankana & Ray, Subhash C. & Miller, Stephen M., 2001. "Productivity growth in large US commercial banks: The initial post-deregulation experience," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 913-939, May.
    18. Hawtrey, Kim & Liang, Hanyu, 2008. "Bank interest margins in OECD countries," The North American Journal of Economics and Finance, Elsevier, vol. 19(3), pages 249-260, December.
    19. Pasiouras, Fotios & Kosmidou, Kyriaki, 2007. "Factors influencing the profitability of domestic and foreign commercial banks in the European Union," Research in International Business and Finance, Elsevier, vol. 21(2), pages 222-237, June.
    20. Fiordelisi, Franco & Molyneux, Phil, 2010. "Total factor productivity and shareholder returns in banking," Omega, Elsevier, vol. 38(5), pages 241-253, October.
    21. Fadzlan Sufian, 2008. "Revenue shifts and non‐bank financial institutions' productivity," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 25(2), pages 76-92, June.
    22. Williams, Barry, 2003. "Domestic and international determinants of bank profits: Foreign banks in Australia," Journal of Banking & Finance, Elsevier, vol. 27(6), pages 1185-1210, June.
    23. Subal Kumbhakar & Efthymios Tsionas, 2008. "Scale and efficiency measurement using a semiparametric stochastic frontier model: evidence from the U.S. commercial banks," Empirical Economics, Springer, vol. 34(3), pages 585-602, June.
    24. Sathye, Milind, 2003. "Efficiency of banks in a developing economy: The case of India," European Journal of Operational Research, Elsevier, vol. 148(3), pages 662-671, August.
    25. Kyriaki Kosmidou & Constantin Zopounidis, 2008. "Measurement of Bank Performance in Greece," South-Eastern Europe Journal of Economics, Association of Economic Universities of South and Eastern Europe and the Black Sea Region, vol. 6(1), pages 79-95.
    26. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, June.
    27. Sufian, Fadzlan, 2009. "Determinants of bank efficiency during unstable macroeconomic environment: Empirical evidence from Malaysia," Research in International Business and Finance, Elsevier, vol. 23(1), pages 54-77, January.
    28. Berg, Andrew & Pattillo, Catherine, 1999. "Predicting currency crises:: The indicators approach and an alternative," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 561-586, August.
    29. Isik, Ihsan & Hassan, M. Kabir, 2002. "Technical, scale and allocative efficiencies of Turkish banking industry," Journal of Banking & Finance, Elsevier, vol. 26(4), pages 719-766, April.
    30. Takatoshi Ito & Anne O. Krueger, 2001. "Regional and Global Capital Flows: Macroeconomic Causes and Consequences," NBER Books, National Bureau of Economic Research, Inc, number ito_01-1, July.
    31. Steven Radelet & Jeffrey Sachs, 1998. "The Onset of the East Asian Financial Crisis," NBER Working Papers 6680, National Bureau of Economic Research, Inc.
    32. Shelagh Heffernan & Xiaoqing Fu, 2010. "Determinants of financial performance in Chinese banking," Applied Financial Economics, Taylor & Francis Journals, vol. 20(20), pages 1585-1600.
    33. Kumbhakar, Subal C & Sarkar, Subrata, 2003. "Deregulation, Ownership, and Productivity Growth in the Banking Industry: Evidence from India," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(3), pages 403-424, June.
    34. David A. Marshall, 1998. "Understanding the Asian crisis: systemic risk as coordination failure," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 22(Q III), pages 13-38.
    35. Leightner, Jonathan E. & Lovell, C. A. Knox, 1998. "The Impact of Financial Liberalization on the Performance of Thai Banks," Journal of Economics and Business, Elsevier, vol. 50(2), pages 115-131, March.
    36. Tsionas, Efthymios G. & Lolos, Sarantis E. G. & Christopoulos, Dimitris K., 2003. "The performance of the Greek banking system in view of the EMU: results from a non-parametric approach," Economic Modelling, Elsevier, vol. 20(3), pages 571-592, May.
    37. Kosmidou, Kyriaki & Pasiouras, Fotios & Tsaklanganos, Angelos, 2007. "Domestic and multinational determinants of foreign bank profits: The case of Greek banks operating abroad," Journal of Multinational Financial Management, Elsevier, vol. 17(1), pages 1-15, February.
    38. Giancarlo Corsetti & Paolo Pesenti & Nouriel Roubini, 2001. "Fundamental Determinants of the Asian Crisis: The Role of Financial Fragility and External Imbalances," NBER Chapters, in: Regional and Global Capital Flows: Macroeconomic Causes and Consequences, pages 11-41, National Bureau of Economic Research, Inc.
    39. Minh To, Huong & Tripe, David, 2002. "Factors influencing the performance of foreign-owned banks in New Zealand," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 12(4-5), pages 341-357.
    40. Iimi, Atsushi, 2004. "Banking sector reforms in Pakistan: economies of scale and scope, and cost complementarities," Journal of Asian Economics, Elsevier, vol. 15(3), pages 507-528, June.
    41. Fadzlan Sufian & Muzafar Shah Habibullah, 2009. "Determinants of bank profitability in a developing economy: Empirical evidence from Bangladesh," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 10(3), pages 207-217, April.
    42. Rezitis, Anthony N., 2008. "Efficiency and productivity effects of bank mergers: Evidence from the Greek banking industry," Economic Modelling, Elsevier, vol. 25(2), pages 236-254, March.
    43. Lin, Xiaochi & Zhang, Yi, 2009. "Bank ownership reform and bank performance in China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 20-29, January.
    44. Steven Radelet & Jeffrey D. Sachs, 1998. "The East Asian Financial Crisis: Diagnosis, Remedies, Prospects," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(1), pages 1-90.
    45. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, June.
    46. Hidenobu Okuda & Hidetoshi Hashimoto, 2004. "Estimating Cost Functions of Malaysian Commercial Banks: The Differential Effects of Size, Location, and Ownership," Asian Economic Journal, East Asian Economic Association, vol. 18(3), pages 233-259, September.
    47. J. David Cummins & Mary A. Weiss & Hongmin Zi, 1999. "Organizational Form and Efficiency: The Coexistence of Stock and Mutual Property-Liability Insurers," Management Science, INFORMS, vol. 45(9), pages 1254-1269, September.
    48. Fiona Tregenna, 2009. "The fat years: the structure and profitability of the US banking sector in the pre-crisis period," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(4), pages 609-632, July.
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