IDEAS home Printed from https://ideas.repec.org/a/now/jnldea/103.00000004.html
   My bibliography  Save this article

Seeking Greater Practitioner and Managerial Use of DEA for Benchmarking

Author

Listed:
  • Paradi, Joseph C.
  • Sherman, H. David

Abstract

It is interesting to observe how long it takes to move a powerful new technology from the academic to the practitioners' world and to understand what constitutes acceptance and adoption by professionals.~Data Envelopment Analysis (DEA) was introduced in 1978 but has been only sporadically used in real world applications by consultants and analysts. We believe its current limited use is far below its potential. The reasons for this and the possible paths to increase awareness and use of DEA are explored in this paper. Impediments arise from the research community's underselling or poorly communicating the power and flexibility of DEA, possibly because that is not their key motivation in developing this methodology. At the same time, industry participants are typically slow to learn and accept a new technology, particularly if they feel there are risks associated with trying something new, if the new technology might be complex and challenge their ability to understand new concepts, or if the suggested results might seem threatening. Academic papers on DEA have effectively adapted to meet the requirements of editors of academic publications as evidenced by many thousands of published papers. We suggest that another distinct line of research could focus on adapting DEA to make it more accessible and responsive in addressing managerial problems. Ideally, this would generate enthusiasm for DEA in the management community that parallels its success in academia. We explore alternate strategies to increase awareness of DEA's capabilities by practitioners and managers to extend or augment the success of applications of DEA in benefitting businesses, governments and the non-profit sectors. We invite responses to this paper by those who can offer additional, viable approaches that can augment the use of DEA in the commercial world.

Suggested Citation

  • Paradi, Joseph C. & Sherman, H. David, 2014. "Seeking Greater Practitioner and Managerial Use of DEA for Benchmarking," Data Envelopment Analysis Journal, now publishers, vol. 1(1), pages 29-55, October.
  • Handle: RePEc:now:jnldea:103.00000004
    DOI: 10.1561/103.00000004
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1561/103.00000004
    Download Restriction: no

    File URL: https://libkey.io/10.1561/103.00000004?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
    ---><---

    Citations

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


    Cited by:

    1. Topcu, Taylan G. & Triantis, Konstantinos & Roets, Bart, 2019. "Estimation of the workload boundary in socio-technical infrastructure management systems: The case of Belgian railroads," European Journal of Operational Research, Elsevier, vol. 278(1), pages 314-329.
    2. Taylan G. Topcu & Konstantinos Triantis, 2022. "An ex-ante DEA method for representing contextual uncertainties and stakeholder risk preferences," Annals of Operations Research, Springer, vol. 309(1), pages 395-423, February.

    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:now:jnldea:103.00000004. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: Lucy Wiseman (email available below). General contact details of provider: http://www.nowpublishers.com/ .

    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.