IDEAS home Printed from https://ideas.repec.org/a/epw/ejece0/v4y2020i3id19214.html

A Novel Improved Data Envelopment Analysis Model Based on SBM and FDH Models

Author

Listed:
  • Mirpouya Mirmozaffari
  • Gohar Azeem
  • Azam Boskabadi
  • Ali Aranizadeh
  • Aditya Vaishnav
  • Jithin John

Abstract

During the past decade, applying nonparametric operation research problems such as Data Envelopment Analysis(DEA) has received significant consideration among researchers. In this paper, a new DEA-based SBM-FDH model is introduced. Finally, productivity evaluation for banking systems in Malmquist Productivity Index (MPI) based on the proposed model has been compared with Slack Based Measurement (SBM) and Free Disposal Hull (FDH). The obtained results confirm the high performance of the proposed model in comparison to the other models used in this paper.

Suggested Citation

  • Mirpouya Mirmozaffari & Gohar Azeem & Azam Boskabadi & Ali Aranizadeh & Aditya Vaishnav & Jithin John, 2020. "A Novel Improved Data Envelopment Analysis Model Based on SBM and FDH Models," European Journal of Electrical Engineering and Computer Science, European Open Science, vol. 4(3), May.
    • Handle: RePEc:epw:ejece0:v:4:y:2020:i:3:id:19214
    DOI: 10.24018/ejece.2020.4.3.214
    as

    Download full text from publisher

    File URL: https://eu-opensci.org/index.php/ejece/article/view/19214
    File Function: Abstract page
    Download Restriction: no
    File URL: https://eu-opensci.org/index.php/ejece/article/download/19214/11099
    File Function: Full text
    Download Restriction: no
    File URL: https://libkey.io/10.24018/ejece.2020.4.3.214?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. Ali Azadeh & Azam Boskabadi & Shima Pashapour, 2015. "A unique support vector regression for improved modelling and forecasting of short-term gasoline consumption in railway systems," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 21(2), pages 217-237.
    2. Ali Aranizadeh & Iman Niazazari & Mirpouya Mirmozaffari, 2019. "A Novel Optimal Distributed Generation Planning in Distribution Network using Cuckoo Optimization Algorithm," European Journal of Electrical Engineering and Computer Science, European Open Science, vol. 3(3), April.
    3. Yung-Ho Chiu & Yu-Chuan Chen & Xue-Jie Bai, 2011. "Efficiency and risk in Taiwan banking: SBM super-DEA estimation," Applied Economics, Taylor & Francis Journals, vol. 43(5), pages 587-602.
    4. C. Lovell & Shawna Grosskopf & Eduardo Ley & Jesús Pastor & Diego Prior & Philippe Eeckaut, 1994. "Linear programming approaches to the measurement and analysis of productive efficiency," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 2(2), pages 175-248, December.
    5. Mirpouya Mirmozaffari, 2019. "Developing an Expert System for Diagnosing Liver Diseases," European Journal of Engineering and Technology Research, European Open Science, vol. 4(3), pages 1-5, 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. Ali Aranizadeh & Mehrzad Kazemi & Homayoun Barahmandpour & Hamidreza Ahady Dolatsara, 2020. "AHP Decision Making Algorithm for Development of HVDC and EHVAC in Developing Countries," European Journal of Electrical Engineering and Computer Science, European Open Science, vol. 4(3), May.

    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. Ali Aranizadeh & Mehrzad Kazemi & Homayoun Barahmandpour & Hamidreza Ahady Dolatsara, 2020. "AHP Decision Making Algorithm for Development of HVDC and EHVAC in Developing Countries," European Journal of Electrical Engineering and Computer Science, European Open Science, vol. 4(3), May.
    2. Jaume Puig, 1999. "Radial measures of public services deficit for regional allocation of public funds," Working Papers, Research Center on Health and Economics 439, Department of Economics and Business, Universitat Pompeu Fabra.
    3. D T Barnum & J M Gleason & B Hemily & J Lin & P Wang, 2010. "Progressing from uncertainty to risk for DEA-based decisions," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(10), pages 1548-1555, October.
    4. Paul NINGAYE & Virginia Takoutio FEUDJIO, 2014. "Bankruptcy, financial liberalization, and efficiency of commercial banks in Cameroon," EuroEconomica, Danubius University of Galati, issue 2(33), pages 119-134, November.
    5. Carlos Pestana Barros & Emanuel Reis Leão & Nkanga Pedro João Macanda & Zorro Mendes, 2016. "A Bayesian Efficiency Analysis of Angolan Banks," South African Journal of Economics, Economic Society of South Africa, vol. 84(3), pages 484-498, September.
    6. Schalk Hans Joachim & Untiedt Gerhard & Lüschow Jörg, 1995. "Technische Effizienz, Wachstum und Konvergenz in den Arbeitsmarktregionen der Bundesrepublik Deutschland (West). Eine ökonometrische Analyse für die Verarbeitende Industrie mit einem „Frontier Production Function“-Modell / Technical Efficiency, Econo," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 214(1), pages 25-49, February.
    7. Thembi Xaba & Nyankomo Marwa & Babita Mathur-Helm, 2018. "Efficiency and Profitability Analysis of Agricultural Cooperatives in Mpumalanga, South Africa," Journal of Economics and Behavioral Studies, AMH International, vol. 10(6), pages 1-10.
    8. Abdul Wadud, 2013. "Impact of Microcredit on Agricultural Farm Performance and Food Security in Bangladesh," Working Papers 14, Institute of Microfinance (InM).
    9. Pertti Haaparanta & Heli Virta, 2006. "Decomposing Growth: Do Low-Income and HIPCs Differ from High-Income Countries?: Growth, Technological Catch-up, Technological Change and Human and Physical Capital Deepening," WIDER Working Paper Series RP2006-26, World Institute for Development Economic Research (UNU-WIDER).
    10. Yi-Chung Hsu, 2014. "Efficiency in government health spending: a super slacks-based model," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(1), pages 111-126, January.
    11. Alexander Arévalo S & V�ctor Gim�nez G & Diego Prior J, 2022. "Análisis de eficiencia en educación: una aplicación del método StoNED," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, vol. 92(2), pages 45-91.
    12. Fitzpatrick, Trevor & McQuinn, Kieran, 2004. "Cost Efficiency in UK and Irish Credit Institutions," Research Technical Papers 3/RT/04, Central Bank of Ireland.
    13. 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.
    14. Charyulu, D. Kumara, 2010. "Technical, Allocative and Economic Efficiency of Organic Input Units in India," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 65(4), pages 1-17.
    15. Aparicio, Juan & Zofío, José L., 2021. "Economic cross-efficiency," Omega, Elsevier, vol. 100(C).
      • Aparicio, J. & Zofío, J.L., 2019. "Economic Cross-Efficiency," ERIM Report Series Research in Management ERS-2019-001-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    16. Mitra Khaksar & Mir Mohammad Ali Malakoutian, 2020. "Productivity Evaluation for Banking System in Developing Countries: DEA Malmquist Productivity Index Based on CCR, BCC, CCR-BCC (A Case Study)," Post-Print hal-03221338, HAL.
    17. Thu Trang Tran Nguyen & Hai Ha Le & Thi Minh Hop Ho & Thomas Dogot & Philippe Burny & Thi Nga Bui & Philippe Lebailly, 2020. "Efficiency Analysis of the Progress of Orange Farms in Tuyen Quang Province, Vietnam towards Sustainable Development," Sustainability, MDPI, vol. 12(8), pages 1-15, April.
    18. Hoang, Viet-Ngu & Coelli, Tim, 2011. "Measurement of agricultural total factor productivity growth incorporating environmental factors: A nutrients balance approach," Journal of Environmental Economics and Management, Elsevier, vol. 62(3), pages 462-474.
    19. Luis R. Murillo‐Zamorano, 2004. "Economic Efficiency and Frontier Techniques," Journal of Economic Surveys, Wiley Blackwell, vol. 18(1), pages 33-77, February.
    20. Hirofumi Fukuyama & Yong Tan, 2024. "Investigating into the dual role of loan loss reserves in banking production process," Annals of Operations Research, Springer, vol. 334(1), pages 423-444, March.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:epw:ejece0:v:4:y:2020:i:3:id:19214. 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: support (email available below). General contact details of provider: https://eu-opensci.org/index.php/ejece .

    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.