IDEAS home Printed from https://ideas.repec.org/a/rnd/arjebs/v5y2013i11p798-804.html
   My bibliography  Save this article

Analysing Islamic Bank Efficiency in Malaysia Using the Standard and Alternative Approaches to Data Envelopment Analysis

Author

Listed:
  • Izah Mohd Tahir
  • Sudin Haron

Abstract

The purpose of this paper is to analyse the efficiency of Islamic banks in Malaysia using both the standard approach and the alternative approach to Data Envelopment Analysis (DEA). The standard approach relies on linear averages of outputs and inputs to measure efficiency whereas the alternative approach uses nonlinear averages. Both approaches are tested on 14 Islamic banks in Malaysia for the three-year period, 2008 to 2010. Our overall results for the three years suggest that, the inefficiency level among these banks using the standard approach (SDEA) is much higher than using the alternative approach (ADEA). Implications and future research are also discussed.

Suggested Citation

  • Izah Mohd Tahir & Sudin Haron, 2013. "Analysing Islamic Bank Efficiency in Malaysia Using the Standard and Alternative Approaches to Data Envelopment Analysis," Journal of Economics and Behavioral Studies, AMH International, vol. 5(11), pages 798-804.
    • Handle: RePEc:rnd:arjebs:v:5:y:2013:i:11:p:798-804
    DOI: 10.22610/jebs.v5i11.453
    as

    Download full text from publisher

    File URL: https://ojs.amhinternational.com/index.php/jebs/article/view/453/453
    Download Restriction: no
    File URL: https://ojs.amhinternational.com/index.php/jebs/article/view/453
    Download Restriction: no
    File URL: https://libkey.io/10.22610/jebs.v5i11.453?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
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Kamaruddin, Badrul Hisham & Safa, Mohammad Samaun & Mohd, Rohani, 2008. "Assessing production efficiency of Islamic banks and conventional bank Islamic windows in Malaysia," MPRA Paper 10670, University Library of Munich, Germany, revised 10 May 2008.
    3. Seiford, Lawrence M. & Thrall, Robert M., 1990. "Recent developments in DEA : The mathematical programming approach to frontier analysis," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 7-38.
    4. Abdus Samad, 2004. "Performance Of Interest-Free Islamic Banks Vis-À-Vis Interest-Based Conventional Banks Of Bahrain," IIUM Journal of Economics and Management, IIUM Journal of Economis and Management, vol. 12(2), December .
    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. Coert Erasmus, 2014. "An Empirical Study of Bank Efficiency in South Africa Using the Standard and Alternative Approaches to Data Envelopment Analysis (DEA)," Journal of Economics and Behavioral Studies, AMH International, vol. 6(4), pages 310-317.

    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. Otero, Luis & Razia, Alaa & Cunill, Onofre Martorell & Mulet-Forteza, Carles, 2020. "What determines efficiency in MENA banks?," Journal of Business Research, Elsevier, vol. 112(C), pages 331-341.
    2. Helmi Hammami & Thanh Ngo & David Tripe & Dinh-Tri Vo, 2022. "Ranking with a Euclidean common set of weights in data envelopment analysis: with application to the Eurozone banking sector," Annals of Operations Research, Springer, vol. 311(2), pages 675-694, April.
    3. Chenini Hajer & Jarboui Anis, 2018. "Analysis of the Impact of Governance on Bank Performance: Case of Commercial Tunisian Banks," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(3), pages 871-895, September.
    4. J. Cummins & Hongmin Zi, 1998. "Comparison of Frontier Efficiency Methods: An Application to the U.S. Life Insurance Industry," Journal of Productivity Analysis, Springer, vol. 10(2), pages 131-152, October.
    5. André Leclerc & Mario Fortin, 2003. "Production et rationalisation des intermédiaires financiers: Leçons à tirer de l’expérience des Caisses Populaires Acadiennes," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 74(3), pages 397-432, September.
    6. Miguel SARMIENTOO & Andrés CEPEDA & Hernando MUTIS & Juan F. PÉREZ, 2013. "Nueva Evidencia sobre la Eficiencia de la Banca," Archivos de Economía 10705, Departamento Nacional de Planeación.
    7. Wai‐Peng Wong & Qiang Deng & Ming-Lang Tseng & Loo‐Hay Lee & Chee‐Wooi Hooy, 2014. "A Stochastic Setting To Bank Financial Performance For Refining Efficiency Estimates," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 21(4), pages 225-245, October.
    8. Qian Wang & Xiaochu Feng, 2014. "Does Property Rights Reform Improve the Efficiency of China's State-owned Banks?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 22(4), pages 1-20, July.
    9. Wael Moustafa Hassan, 2013. "Efficiency of the Middle East Banking Sector ¨CA Non Parametric Approach: A Comparative Analysis between Islamic and Conventional Banks," Business and Management Research, Business and Management Research, Sciedu Press, vol. 2(4), pages 116-128, December.
    10. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min & Lin, Bruce J.Y., 2013. "A survey of DEA applications," Omega, Elsevier, vol. 41(5), pages 893-902.
    11. David Hauner, 2005. "Explaining efficiency differences among large German and Austrian banks," Applied Economics, Taylor & Francis Journals, vol. 37(9), pages 969-980.
    12. Sunil Kumar, 2008. "An Analysis of Efficiency–Profitability Relationship in Indian Public Sector Banks," Global Business Review, International Management Institute, vol. 9(1), pages 115-129, June.
    13. 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.
    14. Saeed, Momna & Izzeldin, Marwan, 2016. "Examining the relationship between default risk and efficiency in Islamic and conventional banks," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 127-154.
    15. Silva, Thiago Christiano & Tabak, Benjamin Miranda & Cajueiro, Daniel Oliveira & Dias, Marina Villas Boas, 2018. "Adequacy of deterministic and parametric frontiers to analyze the efficiency of Indian commercial banks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 506(C), pages 1016-1025.
    16. Kuosmanen, Timo & Post, Thierry & Scholtes, Stefan, 2007. "Non-parametric tests of productive efficiency with errors-in-variables," Journal of Econometrics, Elsevier, vol. 136(1), pages 131-162, January.
    17. Carlos Pestana Barros & Maria Teresa Medeiros Garcia, 2006. "Performance Evaluation of Pension Funds Management Companies with Data Envelopment Analysis," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 9(2), pages 165-188, September.
    18. João Rebelo & Victor Mendes, 2000. "Malmquist indices of productivity change in Portuguese banking: The deregulation period," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 6(3), pages 531-543, August.
    19. Qayyum, Abdul & Ahmad, Munir, 2006. "Efficiency and Sustainability of Micro Finance," MPRA Paper 11674, University Library of Munich, Germany.
    20. Saida Daly & Mohamed Frikha, 2017. "Determinants of bank Performance: Comparative Study Between Conventional and Islamic Banking in Bahrain," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(2), pages 471-488, 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:rnd:arjebs:v:5:y:2013:i:11:p:798-804. 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: Muhammad Tayyab (email available below). General contact details of provider: https://ojs.amhinternational.com/index.php/jebs .

    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.