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Capital Structure And Dynamic Performance: Evidence From Asean-5 Banks

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  • MOHAMMAD NOURANI

    (Department of Economics, Faculty of Economics and Administration, University of Malaya, Jalan Universiti, 50603 Kuala Lumpur, Malaysia)

  • IRENE WEI KIONG TING

    (Faculty of Industrial Management, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26600 Gambang, Kuantan Pahang, Malaysia)

  • WEN-MIN LU

    (Department of Financial Management, National Defense University, No. 70, Sec. 2, Zhongyang North Rd. Beitou, Taipei 112, Taiwan)

  • QIAN LONG KWEH

    (Faculty of Management, Canadian University Dubai, P. O. Box 117781, 1st Interchange, Sheikh Zayed Road, Dubai, United Arab Emirates)

Abstract

In today’s dynamic economy, banks should focus on improving their dynamic performance to stay competitive. Using a dataset for the period 2007–2013, this paper evaluates the dynamic performance of ASEAN-5 banks through a data envelopment analysis (DEA) model, called the dynamic slacks-based measure (DSBM) model. The DEA results indicate that banks in Malaysia perform better than those in Singapore, Thailand, Indonesia and the Philippines. Frontier projections through DEA indicate that banks in the ASEAN-5 countries underutilize their long-term assets, resulting in inefficiencies. Furthermore, this study finds that capital structure as a whole is positively related to bank performance.

Suggested Citation

  • Mohammad Nourani & Irene Wei Kiong Ting & Wen-Min Lu & Qian Long Kweh, 2019. "Capital Structure And Dynamic Performance: Evidence From Asean-5 Banks," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(03), pages 495-516, June.
    • Handle: RePEc:wsi:serxxx:v:64:y:2019:i:03:n:s021759081650034x
    DOI: 10.1142/S021759081650034X
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    as
    1. Pratomo, Wahyu Ario & Ismail, Abdul Ghafar, 2006. "Islamic Bank Performance And Capital Structure," MPRA Paper 6012, University Library of Munich, Germany.
    2. Berger, Allen N. & Bouwman, Christa H.S., 2013. "How does capital affect bank performance during financial crises?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 146-176.
    3. Joshua Abor, 2005. "The effect of capital structure on profitability: an empirical analysis of listed firms in Ghana," Journal of Risk Finance, Emerald Group Publishing, vol. 6(5), pages 438-445, November.
    4. Olson, Dennis & Zoubi, Taisier A., 2011. "Efficiency and bank profitability in MENA countries," Emerging Markets Review, Elsevier, vol. 12(2), pages 94-110, June.
    5. Jeon, Jin Q. & Lee, Cheolwoo & Moffett, Clay M., 2011. "Effects of foreign ownership on payout policy: Evidence from the Korean market," Journal of Financial Markets, Elsevier, vol. 14(2), pages 344-375, May.
    6. Golany, B & Roll, Y, 1989. "An application procedure for DEA," Omega, Elsevier, vol. 17(3), pages 237-250.
    7. Sueyoshi, Toshiyuki & Sekitani, Kazuyuki, 2005. "Returns to scale in dynamic DEA," European Journal of Operational Research, Elsevier, vol. 161(2), pages 536-544, March.
    8. Drake, Leigh & Hall, Maximilian J.B. & Simper, Richard, 2009. "Bank modelling methodologies: A comparative non-parametric analysis of efficiency in the Japanese banking sector," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(1), pages 1-15, February.
    9. Sunil Kumar & Rachita Gulati, 2014. "Deregulation and Efficiency of Indian Banks," India Studies in Business and Economics, Springer, edition 127, number 978-81-322-1545-5, January.
    10. FECHER, Fabienne & PESTIEAU, Pierre, 1993. "Efficiency and competition in OECD financial services," LIDAM Reprints CORE 1057, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    11. Philippe Aghion & Jeremy C. Stein, 2008. "Growth versus Margins: Destabilizing Consequences of Giving the Stock Market What It Wants," Journal of Finance, American Finance Association, vol. 63(3), pages 1025-1058, June.
    12. Berger, Allen N. & Bonaccorsi di Patti, Emilia, 2006. "Capital structure and firm performance: A new approach to testing agency theory and an application to the banking industry," Journal of Banking & Finance, Elsevier, vol. 30(4), pages 1065-1102, April.
    13. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    14. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    15. Wanke, Peter & Barros, Carlos P. & Faria, João R., 2015. "Financial distress drivers in Brazilian banks: A dynamic slacks approach," European Journal of Operational Research, Elsevier, vol. 240(1), pages 258-268.
    16. Acharya, Viral & Mora, Nada, 2011. "Are Banks Passive Liquidity Backstops? Deposit Rates and Flows during the 2007-2009 Crisis," CEPR Discussion Papers 8706, C.E.P.R. Discussion Papers.
    17. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    18. Gleason, Kimberly C. & Mathur, Lynette Knowles & Mathur, Ike, 2000. "The Interrelationship between Culture, Capital Structure, and Performance: Evidence from European Retailers," Journal of Business Research, Elsevier, vol. 50(2), pages 185-191, November.
    19. Tone, Kaoru & Tsutsui, Miki, 2009. "Network DEA: A slacks-based measure approach," European Journal of Operational Research, Elsevier, vol. 197(1), pages 243-252, August.
    20. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    21. Yang, Xiaopeng & Morita, Hiroshi, 2013. "Efficiency improvement from multiple perspectives: An application to Japanese banking industry," Omega, Elsevier, vol. 41(3), pages 501-509.
    22. Casu, Barbara & Girardone, Claudia & Molyneux, Philip, 2004. "Productivity change in European banking: A comparison of parametric and non-parametric approaches," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2521-2540, October.
    23. Mohamed Ariff & Luc Can, 2009. "IMF Bank-Restructuring Efficiency Outcomes: Evidence from East Asia," Journal of Financial Services Research, Springer;Western Finance Association, vol. 35(2), pages 167-187, April.
    24. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    25. Anthony Kyereboah-Coleman, 2007. "The impact of capital structure on the performance of microfinance institutions," Journal of Risk Finance, Emerald Group Publishing, vol. 8(1), pages 56-71, January.
    26. Casu, Barbara & Girardone, Claudia, 2010. "Integration and efficiency convergence in EU banking markets," Omega, Elsevier, vol. 38(5), pages 260-267, October.
    27. King, Michael R. & Santor, Eric, 2008. "Family values: Ownership structure, performance and capital structure of Canadian firms," Journal of Banking & Finance, Elsevier, vol. 32(11), pages 2423-2432, November.
    28. Kaoru Tone & Miki Tsutsui, 2014. "Slacks-Based Network DEA," International Series in Operations Research & Management Science, in: Wade D. Cook & Joe Zhu (ed.), Data Envelopment Analysis, edition 127, chapter 0, pages 231-259, Springer.
    29. Tone, Kaoru & Tsutsui, Miki, 2010. "Dynamic DEA: A slacks-based measure approach," Omega, Elsevier, vol. 38(3-4), pages 145-156, June.
    30. Nemoto, Jiro & Goto, Mika, 1999. "Dynamic data envelopment analysis: modeling intertemporal behavior of a firm in the presence of productive inefficiencies," Economics Letters, Elsevier, vol. 64(1), pages 51-56, July.
    31. Sunil Kumar & Rachita Gulati, 2014. "A Survey of Empirical Literature on Bank Efficiency," India Studies in Business and Economics, in: Deregulation and Efficiency of Indian Banks, edition 127, chapter 0, pages 119-165, Springer.
    32. Ibrahim El-Sayed Ebaid, 2009. "The impact of capital-structure choice on firm performance: empirical evidence from Egypt," Journal of Risk Finance, Emerald Group Publishing, vol. 10(5), pages 477-487, November.
    33. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    34. Dimitris Margaritis & Maria Psillaki, 2007. "Capital Structure and Firm Efficiency," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(9‐10), pages 1447-1469, November.
    35. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    36. 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.
    37. Allen, Linda & Rai, Anoop, 1996. "Operational efficiency in banking: An international comparison," Journal of Banking & Finance, Elsevier, vol. 20(4), pages 655-672, May.
    38. 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.
    39. Fosu, Samuel, 2013. "Capital structure, product market competition and firm performance: Evidence from South Africa," The Quarterly Review of Economics and Finance, Elsevier, vol. 53(2), pages 140-151.
    40. Ana Lozano-Vivas & Jesús Pastor & José Pastor, 2002. "An Efficiency Comparison of European Banking Systems Operating under Different Environmental Conditions," Journal of Productivity Analysis, Springer, vol. 18(1), pages 59-77, July.
    41. Samuel Fosu, 2013. "Capital Structure, Product Market Competition and Firm Performance: Evidence from South Africa," Discussion Papers in Economics 13/11, Division of Economics, School of Business, University of Leicester.
    42. Pastor, JoseManuel & Perez, Francisco & Quesada, Javier, 1997. "Efficiency analysis in banking firms: An international comparison," European Journal of Operational Research, Elsevier, vol. 98(2), pages 395-407, April.
    43. Laurent Weill, 2004. "Measuring Cost Efficiency in European Banking: A Comparison of Frontier Techniques," Journal of Productivity Analysis, Springer, vol. 21(2), pages 133-152, March.
    44. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    45. Thierno Amadou Barry & Santos José O. Dacanay & Laetitia Lepetit & Amine Tarazi, 2011. "Ownership Structure and Bank Efficiency in Six Asian Countries," Post-Print hal-00786449, HAL.
    46. Berg, Sigbjorn Atle & Forsund, Finn R. & Hjalmarsson, Lennart & Suominen, Matti, 1993. "Banking efficiency in the Nordic countries," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 371-388, April.
    47. Patrick L. Brockett & Boaz Golany, 1996. "Using Rank Statistics for Determining Programmatic Efficiency Differences in Data Envelopment Analysis," Management Science, INFORMS, vol. 42(3), pages 466-472, March.
    48. Margaritis, Dimitris & Psillaki, Maria, 2010. "Capital structure, equity ownership and firm performance," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 621-632, March.
    49. Hsiao, Hsing-Chin & Chang, Hsihui & Cianci, Anna M. & Huang, Li-Hua, 2010. "First Financial Restructuring and operating efficiency: Evidence from Taiwanese commercial banks," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1461-1471, July.
    50. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    51. Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
    52. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2012. "Bank supervision, regulation, and efficiency: Evidence from the European Union," Journal of Financial Stability, Elsevier, vol. 8(4), pages 292-302.
    53. Park, K. Sam & Park, Kwangtae, 2009. "Measurement of multiperiod aggregative efficiency," European Journal of Operational Research, Elsevier, vol. 193(2), pages 567-580, March.
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