IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v48y2016i30p2822-2835.html
   My bibliography  Save this article

Bank reforms and efficiency in Vietnamese banks: evidence based on SFA and DEA

Author

Listed:
  • Thanh Pham Thien Nguyen
  • Son Hong Nghiem
  • Eduardo Roca
  • Parmendra Sharma

Abstract

This study examines the cost efficiency of Vietnamese banks from 2000 to 2014 in the first stage, and the selection and dynamic effects of two governance reforms, foreign partial acquisition and listing on the stock exchange, on the efficiency in the second stage. Empirical results from the two-stage Stochastic Frontier Analysis (SFA) are highly consistent with those from the two-stage Data Envelopment Analysis (DEA) . Specifically, the first-stage efficiency estimation indicates that the cost efficiency shows a slightly upward trend over the period 2000--2014, with the cost efficiency score being 0.93 and state-owned banks outperforming joint-stock banks (JSBs). The mixed process seemingly unrelated regression estimator which controls the potential endogeneity of public listing and foreign acquisition in the second stage shows that selection effects occur in the Vietnamese banking system: banks selected by the strategic foreign investors for partial acquisition and banks selected for public listing are more cost-efficient than those not selected. The short-term and long-term dynamic effects of foreign partial acquisition are documented: the cost efficiency of the Vietnamese banks post-partial acquisition is lower than prior-partial acquisition, and it experiences a decreasing trend since partial acquisition. However, the short-term and long-term dynamic effects of public listing are not evidenced: the cost efficiency of the banks after public listing is not statistically different from that before public listing, and it also reveals an unclear trend since public listing.

Suggested Citation

  • Thanh Pham Thien Nguyen & Son Hong Nghiem & Eduardo Roca & Parmendra Sharma, 2016. "Bank reforms and efficiency in Vietnamese banks: evidence based on SFA and DEA," Applied Economics, Taylor & Francis Journals, vol. 48(30), pages 2822-2835, June.
  • Handle: RePEc:taf:applec:v:48:y:2016:i:30:p:2822-2835
    DOI: 10.1080/00036846.2015.1130788
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00036846.2015.1130788
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00036846.2015.1130788?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    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. Shrimal Perera & Michael Skully & J. Wickramanayake, 2007. "Cost Efficiency in South Asian Banking: The Impact of Bank Size, State Ownership and Stock Exchange Listings," International Review of Finance, International Review of Finance Ltd., vol. 7(1‐2), pages 35-60, March.
    2. Dong, Yizhe & Hamilton, Robert & Tippett, Mark, 2014. "Cost efficiency of the Chinese banking sector: A comparison of stochastic frontier analysis and data envelopment analysis," Economic Modelling, Elsevier, vol. 36(C), pages 298-308.
    3. Duygun, Meryem & Sena, Vania & Shaban, Mohamed, 2013. "Schumpeterian competition and efficiency among commercial banks," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5176-5185.
    4. Jiang, Chunxia & Yao, Shujie & Zhang, Zongyi, 2009. "The effects of governance changes on bank efficiency in China: A stochastic distance function approach," China Economic Review, Elsevier, vol. 20(4), pages 717-731, December.
    5. 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.
    6. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    7. Bhaumik, Sumon Kumar & Dimova, Ralitza, 2004. "How important is ownership in a market with level playing field?: The Indian banking sector revisited," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 165-180, March.
    8. Richard Pomfret, 2013. "ASEAN's New Frontiers: Integrating the Newest Members into the ASEAN Economic Community," Asian Economic Policy Review, Japan Center for Economic Research, vol. 8(1), pages 25-41, June.
    9. Pornchai Chunhachinda & Li Li, 2010. "Efficiency of Thai Commercial Banks: Pre- vs. Post-1997 Financial Crisis," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 13(03), pages 417-447.
    10. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    11. Thanh Pham Thien Nguyen & Eduardo Roca & Parmendra Sharma, 2014. "How efficient is the banking system of Asia's next economic dragon? Evidence from rolling DEA windows," Applied Economics, Taylor & Francis Journals, vol. 46(22), pages 2665-2684, August.
    12. Burki, Abid A. & Ahmad, Shabbir, 2010. "Bank governance changes in Pakistan: Is there a performance effect?," Journal of Economics and Business, Elsevier, vol. 62(2), pages 129-146, March.
    13. Berger, Allen N. & Clarke, George R.G. & Cull, Robert & Klapper, Leora & Udell, Gregory F., 2005. "Corporate governance and bank performance: A joint analysis of the static, selection, and dynamic effects of domestic, foreign, and state ownership," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2179-2221, August.
    14. Gaganis, Chrysovalantis & Pasiouras, Fotios, 2013. "Financial supervision regimes and bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5463-5475.
    15. Ariff, Mohamed & Can, Luc, 2008. "Cost and profit efficiency of Chinese banks: A non-parametric analysis," China Economic Review, Elsevier, vol. 19(2), pages 260-273, June.
    16. Ha Vu & Daehoon Nahm, 2013. "The determinants of profit efficiency of banks in Vietnam," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 18(4), pages 615-631.
    17. Manthos Delis & Anastasia Koutsomanoli-Fillipaki & Christos Staikouras & Gerogiannaki Katerina, 2009. "Evaluating cost and profit efficiency: a comparison of parametric and nonparametric methodologies," Applied Financial Economics, Taylor & Francis Journals, vol. 19(3), pages 191-202.
    18. Abdul Wadud & Ben White, 2000. "Farm household efficiency in Bangladesh: a comparison of stochastic frontier and DEA methods," Applied Economics, Taylor & Francis Journals, vol. 32(13), pages 1665-1673.
    19. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    20. Jiang, Chunxia & Yao, Shujie & Feng, Genfu, 2013. "Bank ownership, privatization, and performance: Evidence from a transition country," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3364-3372.
    21. Orden, David & Cheng, Fuzhi & Nguyen, Hoa & Grote, Ulrike & Thomas, Marcelle & Mullen, Kathleen & Sun, Dongsheng, 2007. "Agricultural producer support estimates for developing countries: Measurement issues and evidence from India, Indonesia, China, and Vietnam," Research reports 152, International Food Policy Research Institute (IFPRI).
    22. Ha Thu Vu & Sean Turnell, 2010. "Cost Efficiency of the Banking Sector in Vietnam: A Bayesian Stochastic Frontier Approach with Regularity Constraints," Asian Economic Journal, East Asian Economic Association, vol. 24(2), pages 115-139, June.
    23. Williams, Jonathan, 2004. "Determining management behaviour in European banking," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2427-2460, October.
    24. Williams, Jonathan & Nguyen, Nghia, 2005. "Financial liberalisation, crisis, and restructuring: A comparative study of bank performance and bank governance in South East Asia," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2119-2154, August.
    25. Lensink, Robert & Meesters, Aljar & Naaborg, Ilko, 2008. "Bank efficiency and foreign ownership: Do good institutions matter?," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 834-844, May.
    26. 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.
    27. 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.
    28. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    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. Vuciterna, Rina & Thomsen, Michael & Popp, Jennie & Musliu, Arben, 2017. "Efficiency and Competitiveness of Kosovo Raspberry Producers," 2017 Annual Meeting, February 4-7, 2017, Mobile, Alabama 252770, Southern Agricultural Economics Association.
    2. Jonathan A. Batten & Xuan Vinh Vo, 2016. "Bank risk shifting and diversification in an emerging market," Risk Management, Palgrave Macmillan, vol. 18(4), pages 217-235, December.
    3. Bach Nguyen, 2022. "Small business investment: The importance of financing strategies and social networks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 2849-2872, July.
    4. Simar, Leopold & Wilson, Paul, 2018. "Technical, Allocative and Overall Efficiency: Inference and Hypothesis Testing," LIDAM Discussion Papers ISBA 2018018, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    5. Chau Le & Aleksandar Šević & Panayiotis G. Tzeremes & Trong Ngo, 2022. "Bank efficiency in Vietnam: Do scale expansion strategies and non‐performing loans matter?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 822-843, January.
    6. Thanh Ngo & Tu DQ Le & Dat T Nguyen & Tin H Ho, 2023. "Determinants Of Bank Performance: Revisiting The Role Of Ceo’S Personality Traits Using Graphology," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 26(2), pages 289-310, May.
    7. Le, Phuong Thanh & Harvie, Charles & Arjomandi, Amir & Borthwick, James, 2019. "Financial liberalisation, bank ownership type and performance in a transition economy: The case of Vietnam," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    8. Man Ha & Christopher Gan & Cuong Nguyen & Patricia Anthony, 2021. "Self-Organising (Kohonen) Maps for the Vietnam Banking Industry," JRFM, MDPI, vol. 14(10), pages 1-18, October.
    9. Van Dan Dang, 2019. "Should Vietnamese Banks Need More Equity? Evidence on Risk-Return Trade-Off in Dynamic Models of Banking," JRFM, MDPI, vol. 12(2), pages 1-13, May.
    10. Zhujia Yin & Yantuan Yu & Jianhuan Huang, 2018. "Evaluation and evolution of bank efficiency considering heterogeneity technology: An empirical study from China," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-19, October.
    11. Quoc Viet Pham & Minh Thy Nguyen, 2020. "Possible Impact from Foreign Bank Presence to the Performance of Local Commercial Banks in Vietnam," International Journal of Economics and Financial Issues, Econjournals, vol. 10(2), pages 216-221.
    12. Manh-Trung Phung & Cheng-Ping Cheng & Chen-Yu Kao, 2018. "Ownership Structure and Efficiency of Banking Industry in China and Vietnam - A Political View," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 9(3), pages 61-74, July.
    13. Juanmei Zhou & Fenfang Cui & Wenli Wang, 2022. "The Spatial Effect of Financial Innovation on Intellectualized Transformational Upgrading of Manufacturing Industry: An Empirical Evidence from China," Sustainability, MDPI, vol. 14(13), pages 1-22, June.
    14. Nguyen, Bach, 2021. "Local institutions, external finance and investment decisions of small businesses in Vietnam," Economic Systems, Elsevier, vol. 45(3).
    15. Simar, Léopold & Wilson, Paul W., 2020. "Technical, allocative and overall efficiency: Estimation and inference," European Journal of Operational Research, Elsevier, vol. 282(3), pages 1164-1176.
    16. Alessandra Ferrari & Vo Huyen Trang Tran, 2021. "Banking, transition and financial reforms: a long-term analysis of Vietnam," Journal of Banking Regulation, Palgrave Macmillan, vol. 22(1), pages 1-10, March.
    17. Tram Nguyen & David Tripe & Thanh Ngo, 2018. "Operational Efficiency of Bank Loans and Deposits: A Case Study of Vietnamese Banking System," IJFS, MDPI, vol. 6(1), pages 1-13, January.
    18. Wasi Ul Hassan Shah & Gang Hao & Nan Zhu & Rizwana Yasmeen & Ihtsham Ul Haq Padda & Muhammad Abdul Kamal, 2022. "A cross-country efficiency and productivity evaluation of commercial banks in South Asia: A meta-frontier and Malmquist productivity index approach," PLOS ONE, Public Library of Science, vol. 17(4), pages 1-17, April.
    19. Gloria Isabel Rodriguez Lozano & Michael Hernando Sarmiento Muñoz, 2017. "La eficiencia relativa del sector real vs. la del sector financiero de la economía colombiana," Apuntes del Cenes, Universidad Pedagógica y Tecnológica de Colombia, vol. 36(64), pages 111-138, October.
    20. Chun-Ying Chen & Chun-Hung Chen & Ai-Chi Hsu, 2018. "Cost Efficiency Affects Sustainable Operations," International Journal of Economics and Financial Issues, Econjournals, vol. 8(1), pages 90-92.
    21. Özlem O. Akdeniz & Hussein A. Abdou & Ali I. Hayek & Jacinta C. Nwachukwu & Ahmed A. Elamer & Chris Pyke, 2024. "Technical efficiency in banks: a review of methods, recent innovations and future research agenda," Review of Managerial Science, Springer, vol. 18(11), pages 3395-3456, November.
    22. Wenling Wang & Tong Chen, 2020. "Efficiency Evaluation and Influencing Factor Analysis of China’s Public Cultural Services Based on a Super-Efficiency Slacks-Based Measure Model," Sustainability, MDPI, vol. 12(8), pages 1-14, April.
    23. Douglas José Mendonça, Júlia Alves e Souza, Francisval de Melo Carvalho, Gideon Carvalho de Benedicto, 2020. "Relationship between Efficiency and Profitability in Banks of Brazil," Journal of Finance and Economics Research, Geist Science, Iqra University, Faculty of Business Administration, vol. 5(1), pages 1-17, March.

    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. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    2. Dong, Yizhe & Firth, Michael & Hou, Wenxuan & Yang, Weiwei, 2016. "Evaluating the performance of Chinese commercial banks: A comparative analysis of different types of banks," European Journal of Operational Research, Elsevier, vol. 252(1), pages 280-295.
    3. Shaban, Mohamed & James, Gregory A., 2018. "The effects of ownership change on bank performance and risk exposure: Evidence from indonesia," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 483-497.
    4. Dong, Yizhe & Hamilton, Robert & Tippett, Mark, 2014. "Cost efficiency of the Chinese banking sector: A comparison of stochastic frontier analysis and data envelopment analysis," Economic Modelling, Elsevier, vol. 36(C), pages 298-308.
    5. Thanh Pham Thien Nguyen & Son Hong Nghiem & Eduardo Roca, 2016. "Management Behaviour in Vietnamese Commercial Banks," Australian Economic Papers, Wiley Blackwell, vol. 55(4), pages 345-367, December.
    6. Dan Luo & Shujie Yao & Jian Chen & Jianling Wang, 2011. "World Financial Crisis and Efficiency of Chinese Commercial Banks," The World Economy, Wiley Blackwell, vol. 34, pages 805-825, May.
    7. Thanh Pham Thien Nguyen & Son Hong Nghiem & Eduardo Roca & Parmendra Sharma, 2016. "Efficiency, innovation and competition: evidence from Vietnam, China and India," Empirical Economics, Springer, vol. 51(3), pages 1235-1259, November.
    8. Zhang, Jianhua & Jiang, Chunxia & Qu, Baozhi & Wang, Peng, 2013. "Market concentration, risk-taking, and bank performance: Evidence from emerging economies," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 149-157.
    9. Jiang, Chunxia & Yao, Shujie & Zhang, Zongyi, 2009. "The effects of governance changes on bank efficiency in China: A stochastic distance function approach," China Economic Review, Elsevier, vol. 20(4), pages 717-731, December.
    10. Asma Mghaieth & Imen Khanchel El Mehdi, 2014. "The determinants of cost/profit efficiency of Islamic banks before, during and after the crisis of 2007," Working Papers 2014-107, Department of Research, Ipag Business School.
    11. Vaneet Bhatia & Sankarshan Basu & Subrata Kumar Mitra & Pradyumna Dash, 2018. "A review of bank efficiency and productivity," OPSEARCH, Springer;Operational Research Society of India, vol. 55(3), pages 557-600, November.
    12. Silva, Thiago Christiano & Tabak, Benjamin Miranda & Cajueiro, Daniel Oliveira & Dias, Marina Villas Boas, 2017. "A comparison of DEA and SFA using micro- and macro-level perspectives: Efficiency of Chinese local banks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 469(C), pages 216-223.
    13. Cheng, Maoyong & Qu, Yang, 2023. "The false prosperity and promising future: Effects of data resources on bank efficiency," International Review of Financial Analysis, Elsevier, vol. 89(C).
    14. Subal Kumbhakar & Anatoly Peresetsky, 2013. "Cost efficiency of Kazakhstan and Russian banks: results from competing panel data models-super-1," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 6(1), pages 88-113, March.
    15. Barros, Carlos Pestana & Williams, Jonathan, 2013. "The random parameters stochastic frontier cost function and the effectiveness of public policy: Evidence from bank restructuring in Mexico," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 98-108.
    16. Головань С.В. & Назин В.В. & Пересецкий А.А., 2010. "Непараметрические Оценки Эффективности Российских Банков," Журнал Экономика и математические методы (ЭММ), Центральный Экономико-Математический Институт (ЦЭМИ), vol. 46(3), июль.
    17. repec:zbw:bofitp:2010_001 is not listed on IDEAS
    18. Béjaoui Rouissi, Raoudha, 2011. "Cost and profit efficiency of french commercial banks," MPRA Paper 34245, University Library of Munich, Germany.
    19. Yun Liao, 2024. "Super-efficiency and Stock Market Valuation: Evidence from Listed Banks in China (2006 to 2023)," Papers 2407.14734, arXiv.org.
    20. Xiaohui Yuan & Jiayan Yan, 2022. "Reverse Efficiency Spillovers from Host Country Banks to Foreign Banks: Evidence from Emerging Market Bank Subsidiaries in Developed Markets," Management International Review, Springer, vol. 62(6), pages 915-946, December.
    21. Shiyi Chen & Wolfgang K. Härdle & Li Wang, 2020. "Estimation and determinants of Chinese banks’ total factor efficiency: a new vision based on unbalanced development of Chinese banks and their overall risk," Computational Statistics, Springer, vol. 35(2), pages 427-468, June.

    More about this item

    Statistics

    Access and download statistics

    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:taf:applec:v:48:y:2016:i:30:p:2822-2835. See general information about how to correct material in RePEc.

    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 bibliographic 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.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.