IDEAS home Printed from https://ideas.repec.org/a/bla/abacus/v41y2005i3p290-306.html
   My bibliography  Save this article

An application of data envelopment analysis to the evaluation of audit risk: a reinterpretation

Author

Listed:
  • Nurhan Davutyan
  • Lerzan Kavut

Abstract

This paper, which reinterprets previous work by Bradbury and Rouse (2002), addresses the risk quantification issue at an intuitive level. The insights provided by such quantification are discussed. Risk factors are associated with the risk‐return concept. This allows measuring whether risks taken on are appropriately rewarded. The paper gives a non‐technical exposition of DEA and outlines possible applications to accounting and finance. Using data for a large multinational, it shows how DEA analysis can be combined with internal audit procedures. It explains how the results obtained can be used to improve risk management.

Suggested Citation

  • Nurhan Davutyan & Lerzan Kavut, 2005. "An application of data envelopment analysis to the evaluation of audit risk: a reinterpretation," Abacus, Accounting Foundation, University of Sydney, vol. 41(3), pages 290-306, October.
    • Handle: RePEc:bla:abacus:v:41:y:2005:i:3:p:290-306
    DOI: 10.1111/j.1467-6281.2005.00183.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1467-6281.2005.00183.x
    Download Restriction: no
    File URL: https://libkey.io/10.1111/j.1467-6281.2005.00183.x?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. Andrew C. Worthington†, 1998. "Technical Efficiency and Technological Change in Australian Building Societies, 1993/94-1996/97‡," Banking & Finance Conference Papers 9906, Centre for Australian Financial Institutions.
    2. Ray,Subhash C., 2012. "Data Envelopment Analysis," Cambridge Books, Cambridge University Press, number 9781107405264, Enero.
    3. Michael E. Bradbury & Paul Rouse, 2002. "An Application of Data Envelopment Analysis to the Evaluation of Audit Risk," Abacus, Accounting Foundation, University of Sydney, vol. 38(2), pages 263-279, June.
    4. Jeffrey Kantor & Shlomo Maital, 1999. "Measuring Efficiency by Product Group: Integrating DEA with Activity-Based Accounting in a Large Mideast Bank," Interfaces, INFORMS, vol. 29(3), pages 27-36, June.
    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. Gholam R. Amin & Osama El‐Temtamy & Samy Garas, 2022. "Audit Risk Evaluation Using Data Envelopment Analysis with Ordinal Data," Abacus, Accounting Foundation, University of Sydney, vol. 58(3), pages 589-602, September.
    2. Sahoo, Biresh K. & Acharya, Debashis, 2010. "An alternative approach to monetary aggregation in DEA," European Journal of Operational Research, Elsevier, vol. 204(3), pages 672-682, August.

    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. Subhash C. Ray, 2004. "A Simple Statistical Test of Violation of the Weak Axiom of Cost Minimization," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 39(1), pages 111-121, January.
    2. Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
    3. Alexander Cotte Poveda, 2012. "Estimating Effectiveness of the Control of Violence and Socioeconomic Development in Colombia: An Application of Dynamic Data Envelopment Analysis and Data Panel Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 105(3), pages 343-366, February.
    4. Karima Kourtit, 2017. "Effective Clusters as Territorial Performance Engines in a Regional Development Strategy - A Triple-Layer DEA Assessment of the Aviation Valley in Poland," REGION, European Regional Science Association, vol. 4, pages 39-63.
    5. Kerekes, Monika, 2007. "Analyzing patterns of economic growth: a production frontier approach," Discussion Papers 2007/15, Free University Berlin, School of Business & Economics.
    6. Tony Flegg & David O. Allen, 2006. "Does it matter How We Measure Congestion?," Working Papers 0614, Department of Accounting, Economics and Finance, Bristol Business School, University of the West of England, Bristol.
    7. Anup Kumar Bhandari, 2010. "Global Crisis, Environment Volatility and Expansion of Tthe Indian Leather Industry," Working Papers id:2500, eSocialSciences.
    8. Flegg, A.T. & Allen, D.O., 2009. "Congestion in the Chinese automobile and textile industries revisited," Socio-Economic Planning Sciences, Elsevier, vol. 43(3), pages 177-191, September.
    9. Hamdan, Amer & (Jamie) Rogers, K.J., 2008. "Evaluating the efficiency of 3PL logistics operations," International Journal of Production Economics, Elsevier, vol. 113(1), pages 235-244, May.
    10. Kerstens, Kristiaan & Mounir, Amine & de Woestyne, Ignace Van, 2011. "Non-parametric frontier estimates of mutual fund performance using C- and L-moments: Some specification tests," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1190-1201, May.
    11. Niquidet, Kurt & Nelson, Harry, 2010. "Sawmill production in the interior of British Columbia: A stochastic ray frontier approach," Journal of Forest Economics, Elsevier, vol. 16(4), pages 257-267, December.
    12. Venkatesh, Anand & Kushwaha, Shivam, 2018. "Short and long-run cost efficiency in Indian public bus companies using Data Envelopment Analysis," Socio-Economic Planning Sciences, Elsevier, vol. 61(C), pages 29-36.
    13. Wanke, Peter & Barros, C.P. & Figueiredo, Otávio, 2016. "Efficiency and productive slacks in urban transportation modes: A two-stage SDEA-Beta Regression approach," Utilities Policy, Elsevier, vol. 41(C), pages 31-39.
    14. A.T. Flegg & D.O. Allen, 2007. "Congestion in the Chinese automobile and textile industries revisited," Working Papers 0702, Department of Accounting, Economics and Finance, Bristol Business School, University of the West of England, Bristol.
    15. Sunil Kanwar, 2013. "Innovation, Productivity and IPRs," Working papers 230, Centre for Development Economics, Delhi School of Economics.
    16. Vasile Burja, 2011. "Regional Disparities Of Agricultural Performance In Romania," Annales Universitatis Apulensis Series Oeconomica, Faculty of Sciences, "1 Decembrie 1918" University, Alba Iulia, vol. 1(13), pages 1-12.
    17. Rolf Färe & Xinju He & Sungko Li & Valentin Zelenyuk, 2019. "A Unifying Framework for Farrell Profit Efficiency Measurement," Operations Research, INFORMS, vol. 67(1), pages 183-197, January.
    18. Berkhout, Ezra D. & Schipper, Robert A. & Kuyvenhoven, Arie & Coulibaly, Ousmane, 2009. "Does heterogeneity in goals and preferences affect allocative and technical efficiency? A case study in Northern Nigeria," 2009 Conference, August 16-22, 2009, Beijing, China 51676, International Association of Agricultural Economists.
    19. Petridis, Konstantinos & Malesios, Chrisovalantis & Arabatzis, Garyfallos & Thanassoulis, Emmanuel, 2013. "Efficiency analysis of forestry journals: Suggestions for improving journals’ quality," Journal of Informetrics, Elsevier, vol. 7(2), pages 505-521.
    20. Jradi, Samah & Bouzdine Chameeva, Tatiana & Aparicio, Juan, 2019. "The measurement of revenue inefficiency over time: An additive perspective," Omega, Elsevier, vol. 83(C), pages 167-180.

    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:bla:abacus:v:41:y:2005:i:3:p:290-306. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0001-3072 .

    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.