IDEAS home Printed from https://ideas.repec.org/a/wsi/serxxx/v64y2019i03ns021759081650034x.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S021759081650034X
    Download Restriction: Access to full text is restricted to subscribers
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    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. Nikolaos Eriotis & Dimitrios Vasiliou & Zoe Ventoura-Neokosmidi, 2007. "How firm characteristics affect capital structure: an empirical study," Managerial Finance, Emerald Group Publishing, vol. 33(5), pages 321-331, April.
    8. Sueyoshi, Toshiyuki & Sekitani, Kazuyuki, 2005. "Returns to scale in dynamic DEA," European Journal of Operational Research, Elsevier, vol. 161(2), pages 536-544, March.
    9. 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.
    10. 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, August.
    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. Jonchi Shyu, 2013. "Ownership structure, capital structure, and performance of group affiliation: Evidence from Taiwanese group-affiliated firms," Managerial Finance, Emerald Group Publishing, vol. 39(4), pages 404-420, March.
    14. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, September.
    15. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," Review of Economic Studies, Oxford University Press, vol. 47(1), pages 239-253.
    16. 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.
    17. Acharya, Viral V & 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. Yang, Xiaopeng & Morita, Hiroshi, 2013. "Efficiency improvement from multiple perspectives: An application to Japanese banking industry," Omega, Elsevier, vol. 41(3), pages 501-509.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. Casu, Barbara & Girardone, Claudia, 2010. "Integration and efficiency convergence in EU banking markets," Omega, Elsevier, vol. 38(5), pages 260-267, October.
    28. 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.
    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. 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.
    32. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    33. 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.
    34. 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.
    35. 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.
    36. Allen, Linda & Rai, Anoop, 1996. "Operational efficiency in banking: An international comparison," Journal of Banking & Finance, Elsevier, vol. 20(4), pages 655-672, May.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    43. 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.
    44. Margaritis, Dimitris & Psillaki, Maria, 2010. "Capital structure, equity ownership and firm performance," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 621-632, March.
    45. 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.
    46. 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.
    47. 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.
    48. 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.
    49. Park, K. Sam & Park, Kwangtae, 2009. "Measurement of multiperiod aggregative efficiency," European Journal of Operational Research, Elsevier, vol. 193(2), pages 567-580, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mohammad Nourani & Qian Long Kweh & Evelyn Shyamala Devadason & V.G.R. Chandran, 2020. "A decomposition analysis of managerial efficiency for the insurance companies: A data envelopment analysis approach," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(6), pages 885-901, September.
    2. Bilal Asghar & Ahmad Wasim & Usama Qazi & Azfar Rasool, 2020. "Financial and Non-Financial Practices Driving Sustainable Firm Performance: Evidence from Banking Sector of Developing Countries," Sustainability, MDPI, Open Access Journal, vol. 12(15), pages 1-15, July.
    3. Mohammad Nourani & Wen‐Min Lu & Irene Wei Kiong Ting, 2020. "Vicarious warfare and dynamic efficiency of companies in the aerospace and defence industry," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(4), pages 641-650, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mazen Kebewar, 2012. "La structure du capital et la profitabilité : Une étude empirique sur données de panel françaises," Working Papers hal-00751211, HAL.
    2. Matthew Adeolu Abata & Stephen Oseko Migiro & Joseph Olorunfemi Akande & Raredzo Layton, 2017. "Does Capital Structure Impact on the Performance of South African Listed Firms?," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 13(6), pages 334-350, DECEMBER.
    3. Lee, Chi-Chuan & Huang, Tai-Hsin, 2016. "Productivity changes in pre-crisis Western European banks: Does scale effect really matter?," The North American Journal of Economics and Finance, Elsevier, vol. 36(C), pages 29-48.
    4. Yu, Ming-Miin & Lin, Chung-I & Chen, Kuan-Chen & Chen, Li-Hsueh, 2021. "Measuring Taiwanese bank performance: A two-system dynamic network data envelopment analysis approach," Omega, Elsevier, vol. 98(C).
    5. Ramli, Nur Ainna & Latan, Hengky & Solovida, Grace T., 2019. "Determinants of capital structure and firm financial performance—A PLS-SEM approach: Evidence from Malaysia and Indonesia," The Quarterly Review of Economics and Finance, Elsevier, vol. 71(C), pages 148-160.
    6. 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.
    7. Lukman Adebayo Oke & Daud Omotosho Saheed & Yusuf Olamilekan Quadri, 2019. "An Empirical Analysis Of Corporate Capital Structure And Financial Performance Of Listed Conglomerates In Nigeria," Copernican Journal of Finance & Accounting, Uniwersytet Mikolaja Kopernika, vol. 8(3), pages 95-114.
    8. Krishna Dayal Pandey & Tarak Nath Sahu, 2019. "Debt Financing, Agency Cost and Firm Performance: Evidence from India," Vision, , vol. 23(3), pages 267-274, September.
    9. Aparicio, Juan & Kapelko, Magdalena, 2019. "Accounting for slacks to measure dynamic inefficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 278(2), pages 463-471.
    10. Alperovych, Yan & Amess, Kevin & Wright, Mike, 2013. "Private equity firm experience and buyout vendor source: What is their impact on efficiency?," European Journal of Operational Research, Elsevier, vol. 228(3), pages 601-611.
    11. Le, Thi Phuong Vy & Phan, Thi Bich Nguyet, 2017. "Capital structure and firm performance: Empirical evidence from a small transition country," Research in International Business and Finance, Elsevier, vol. 42(C), pages 710-726.
    12. Fotios Pasiouras, 2008. "International evidence on the impact of regulations and supervision on banks’ technical efficiency: an application of two-stage data envelopment analysis," Review of Quantitative Finance and Accounting, Springer, vol. 30(2), pages 187-223, February.
    13. Halkos, George & Tzeremes, Nickolaos & Kourtzidis, Stavros, 2014. "Measuring the efficiency of banking systems: A relational two-stage window DEA approach," MPRA Paper 55671, University Library of Munich, Germany.
    14. Jamal Ouenniche & Skarleth Carrales, 2018. "Assessing efficiency profiles of UK commercial banks: a DEA analysis with regression-based feedback," Annals of Operations Research, Springer, vol. 266(1), pages 551-587, July.
    15. Hanousek, Jan & Kočenda, Evžen & Shamshur, Anastasiya, 2015. "Corporate efficiency in Europe," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 24-40.
    16. Wanke, Peter & Tsionas, Mike G. & Chen, Zhongfei & Moreira Antunes, Jorge Junio, 2020. "Dynamic network DEA and SFA models for accounting and financial indicators with an analysis of super-efficiency in stochastic frontiers: An efficiency comparison in OECD banking," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 456-468.
    17. Pessarossi, Pierre & Weill, Laurent, 2015. "Do capital requirements affect cost efficiency? Evidence from China," Journal of Financial Stability, Elsevier, vol. 19(C), pages 119-127.
    18. Kao, Chiang, 2014. "Network data envelopment analysis: A review," European Journal of Operational Research, Elsevier, vol. 239(1), pages 1-16.
    19. Alves, André Bernardo & Wanke, Peter & Antunes, Jorge & Chen, Zhongfei, 2020. "Endogenous network efficiency, macroeconomy, and competition: Evidence from the Portuguese banking industry," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    20. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min, 2016. "Research fronts in data envelopment analysis," Omega, Elsevier, vol. 58(C), pages 33-45.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wsi:serxxx:v:64:y:2019:i:03:n:s021759081650034x. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Tai Tone Lim). General contact details of provider: http://www.worldscinet.com/ser/ser.shtml .

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.