IDEAS home Printed from https://ideas.repec.org/p/erg/wpaper/1042.html
   My bibliography  Save this paper

Risk Sharing Vs Risk Bearing and Shifting: Evidence from Conventional and Islamic Banks of MENA Region Using Metafrontier Directional Distance Functions

Author

Listed:
  • Zouheir Bouchaddakh
  • Mohamed Mekki Ben Jemaa

    (University of Dammam)

Abstract

A large empirical literature has been developed, in the two last decades, to compare performance of Islamic and conventional banks. This paper contributes to this literature using a new methodology allowing a better comparative performance evaluation between Islamic banking and conventional banking in MENA region over the period 2000-2012 and applies a new method based on the Metafrontier Directional Distance function. By adopting this technique, it was possible to consider a multioutput production process with Non-Performing Loans as undesirable output and to assume that bank groups are operating under different technologies. The objective is to assess empirically the effect of Risk-Sharing claimed theoretically by Islamic Finance literature on banking efficiency. It was found that conventional banks in the MENA region seem to be more efficient than Islamic banks even if Non Performing Loans are introduced as a penalizing undesirable output. It was found that there is no significant difference between the two groups of banks in terms of their gap between their own technology and the leading technology among the whole region.

Suggested Citation

  • Zouheir Bouchaddakh & Mohamed Mekki Ben Jemaa, 2016. "Risk Sharing Vs Risk Bearing and Shifting: Evidence from Conventional and Islamic Banks of MENA Region Using Metafrontier Directional Distance Functions," Working Papers 1042, Economic Research Forum, revised 09 Jan 2016.
  • Handle: RePEc:erg:wpaper:1042
    as

    Download full text from publisher

    File URL: http://erf.org.eg/wp-content/uploads/2016/09/1042.pdf
    Download Restriction: no

    File URL: http://bit.ly/2bDYHWl
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bos, J.W.B. & Kool, C.J.M., 2006. "Bank efficiency: The role of bank strategy and local market conditions," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 1953-1974, July.
    2. Douglas W. Diamond & Philip H. Dybvig, 2000. "Bank runs, deposit insurance, and liquidity," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
    3. Emmanuel Farhi & Mikhail Golosov & Aleh Tsyvinski, 2009. "A Theory of Liquidity and Regulation of Financial Intermediation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(3), pages 973-992.
    4. Cliff Huang & Tai-Hsin Huang & Nan-Hung Liu, 2014. "A new approach to estimating the metafrontier production function based on a stochastic frontier framework," Journal of Productivity Analysis, Springer, vol. 42(3), pages 241-254, December.
    5. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    6. Deep, Akash & Schaefer, Guido, 2004. "Are Banks Liquidity Transformers?," Working Paper Series rwp04-022, Harvard University, John F. Kennedy School of Government.
    7. Rafael Cuesta & José Zofío, 2005. "Hyperbolic Efficiency and Parametric Distance Functions: With Application to Spanish Savings Banks," Journal of Productivity Analysis, Springer, vol. 24(1), pages 31-48, September.
    8. Koutsomanoli-Filippaki, Anastasia & Margaritis, Dimitris & Staikouras, Christos, 2009. "Efficiency and productivity growth in the banking industry of Central and Eastern Europe," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 557-567, March.
    9. Mohamed Chaffai, 2015. "Technical Efficiency and Stability to Shocks: a Comparison Between Islamic Banks and Conventional Banks in MENA Region," Working Papers 969, Economic Research Forum, revised Nov 2015.
    10. Allen, Franklin & Carletti, Elena & Marquez, Robert, 2015. "Deposits and bank capital structure," Journal of Financial Economics, Elsevier, vol. 118(3), pages 601-619.
    11. Donsyah Yudistira, 2004. "Efficiency of Islamic Banks: an Empirical Analysis of 18 Banks," Finance 0406007, University Library of Munich, Germany.
    12. Farook, Sayd & Hassan, M. Kabir & Clinch, Gregory, 2012. "Profit distribution management by Islamic banks: An empirical investigation," The Quarterly Review of Economics and Finance, Elsevier, vol. 52(3), pages 333-347.
    13. George Battese & D. Rao & Christopher O'Donnell, 2004. "A Metafrontier Production Function for Estimation of Technical Efficiencies and Technology Gaps for Firms Operating Under Different Technologies," Journal of Productivity Analysis, Springer, vol. 21(1), pages 91-103, January.
    14. Yudistira, Donsyah, 2004. "Efficiency In Islamic Banking: An Empirical Analysis Of Eighteen Banks," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 12, pages 2-19.
    15. Viral V. Acharya & Hyun Song Shin & Tanju Yorulmazer, 2011. "Crisis Resolution and Bank Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 2166-2205.
    16. Huang, Tai-Hsin & Chiang, Dien-Lin & Tsai, Chao-Min, 2015. "Applying the New Metafrontier Directional Distance Function to Compare Banking Efficiencies in Central and Eastern European Countries," Economic Modelling, Elsevier, vol. 44(C), pages 188-199.
    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. Wirat Krasachat, 2023. "The Effect of Good Agricultural Practices on the Technical Efficiency of Chili Production in Thailand," Sustainability, MDPI, vol. 15(1), pages 1-25, January.

    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. John N. Ng’ombe, 2017. "Technical efficiency of smallholder maize production in Zambia: a stochastic meta-frontier approach," Agrekon, Taylor & Francis Journals, vol. 56(4), pages 347-365, October.
    2. Yung-Hsiang Lu & Ku-Hsieh Chen & Jen-Chi Cheng & Chih-Chun Chen & Sian-Yuan Li, 2019. "Analysis of Environmental Productivity on Fossil Fuel Power Plants in the U.S," Sustainability, MDPI, vol. 11(24), pages 1-27, December.
    3. Mohamed Chaffai & M. Kabir Hassan, 2019. "Technology Gap and Managerial Efficiency: A Comparison between Islamic and Conventional Banks in MENA," Journal of Productivity Analysis, Springer, vol. 51(1), pages 39-53, February.
    4. Chukwujekwu A. Obianefo & John N. Ng’ombe & Agness Mzyece & Blessing Masasi & Ngozi J. Obiekwe & Oluchi O. Anumudu, 2021. "Technical Efficiency and Technological Gaps of Rice Production in Anambra State, Nigeria," Agriculture, MDPI, vol. 11(12), pages 1-13, December.
    5. Nathan D. DeLay & Nathanael M. Thompson & James R. Mintert, 2022. "Precision agriculture technology adoption and technical efficiency," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(1), pages 195-219, February.
    6. Fabio Castiglionesi & Fabio Feriozzi & Guido Lorenzoni, 2019. "Financial Integration and Liquidity Crises," Management Science, INFORMS, vol. 65(3), pages 955-975, March.
    7. Richard Adjei Dwumfour & Eric Fosu Oteng-Abayie & Emmanuel Kwasi Mensah, 2022. "Bank efficiency and the bank lending channel: new evidence," Empirical Economics, Springer, vol. 63(3), pages 1489-1542, September.
    8. Lee, Chi-Chuan & Huang, Tai-Hsin, 2017. "Cost efficiency and technological gap in Western European banks: A stochastic metafrontier analysis," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 161-178.
    9. Phuc Trong Ho & Pham Xuan Hung & Nguyen Duc Tien, 2023. "Effects of varieties and seasons on cost efficiency in rice farming: A stochastic metafrontier approach," Asian Journal of Agriculture and Rural Development, Asian Economic and Social Society, vol. 13(2), pages 120-129.
    10. Augusto de la Torre & Alain Ize, 2016. "The Conceptual Foundations of Macroprudential Policy: A Roadmap," International Finance, Wiley Blackwell, vol. 19(3), pages 333-352, December.
    11. Dogba, Kollie B. & Kosura, Willis Oluoch & Chumo, Chepchumba, 2021. "Stochastic meta-frontier function analysis of the regional efficiency and technology gap ratios (TGRs) of small-scale cassava producers in Liberia," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 16(1), March.
    12. Wirat Krasachat, 2023. "The Effect of Good Agricultural Practices on the Technical Efficiency of Chili Production in Thailand," Sustainability, MDPI, vol. 15(1), pages 1-25, January.
    13. Bonfim, D. & Kim, M., 2012. "Liquidity Risk in Banking : Is there Herding?," Other publications TiSEM 6e6df5ea-401b-49a2-b1be-4, Tilburg University, School of Economics and Management.
    14. Xi Chen & Mingzhe Pu & Yu Zhong, 2022. "Evaluating China Food’s Fertilizer Reduction and Efficiency Initiative Using a Double Stochastic Meta-Frontier Method," IJERPH, MDPI, vol. 19(12), pages 1-21, June.
    15. Huang, Tai-Hsin & Chiang, Dien-Lin & Tsai, Chao-Min, 2015. "Applying the New Metafrontier Directional Distance Function to Compare Banking Efficiencies in Central and Eastern European Countries," Economic Modelling, Elsevier, vol. 44(C), pages 188-199.
    16. Florian Heider & Marie Hoerova, 2009. "Interbank Lending, Credit-Risk Premia, and Collateral," International Journal of Central Banking, International Journal of Central Banking, vol. 5(4), pages 5-43, December.
    17. Bao Hoang Nguyen & Robin C. Sickles & Valentin Zelenyuk, 2021. "What do we know from the vast literature on efficiency and productivity in healthcare? A Systematic Review and Bibliometric Analysis," CEPA Working Papers Series WP092021, School of Economics, University of Queensland, Australia.
    18. Le, Minh & Hoang, Viet-Ngu & Wilson, Clevo & Managi, Shunsuke, 2020. "Net stable funding ratio and profit efficiency of commercial banks in the US," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 55-66.
    19. Bao Hoang Nguyen & Robin C. Sickles & Valentin Zelenyuk, 2022. "Efficiency Analysis with Stochastic Frontier Models Using Popular Statistical Softwares," Springer Books, in: Duangkamon Chotikapanich & Alicia N. Rambaldi & Nicholas Rohde (ed.), Advances in Economic Measurement, chapter 0, pages 129-171, Springer.
    20. Owusu, Eric S. & Bravo-Ureta, Boris E., 2022. "Reap when you sow? The productivity impacts of early sowing in Malawi," Agricultural Systems, Elsevier, vol. 199(C).

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:erg:wpaper:1042. 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: Sherine Ghoneim (email available below). General contact details of provider: https://edirc.repec.org/data/erfaceg.html .

    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.