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2022 | 67 | 4 (405) | 46-66

Article title

Data Envelopment Analysis in Performance Auditing - Measurement of Efficiency

Content

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Languages of publication

Abstracts

EN
One of the objectives of performance auditing is to examine and assess the efficiency of the audited processes, programmes and organisations. To this end, the ratio method is usually used (the relation between output and input). However, it is faulty and has several significant limitations. Simultaneously, more advanced analytical methods are often considered as too complicated. The author, apart from discussing the basic issues, including the definition of efficiency, focuses on the application of the so called non-parametric methods for assessing efficiency, especially the Data Envelopment Analysis (DEA) method. This method is known in academic circles, but it is also frequently applied in evaluation and benchmarking in business and in the public sector, and is recommended by various institutions and government agencies in many countries. Although the DEA is used by some audit institutions, it still seems to be not very common in auditing. In his article the author presents, in the most accessible manner possible, the idea of the DEA method, simple tools for its application and case studies.

Year

Volume

67

Issue

Pages

46-66

Physical description

Dates

published
2022

Contributors

References

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  • Cook W.D., Zhu J.: Modeling Performance Measurement. Applications and Implementation Issues in DEA, Springer, 2005.
  • Cooper W. and others: Data envelopment analysis: a comprehensive text with models, applications, references and DEA-solver software, 2nd edition. Springer, New York, 2007.
  • Domagała A.: Zastosowanie metody Data Envelopment Analysis do badania europejskich giełd papierów wartościowych, rozprawa doktorska, UE w Poznaniu, 2009.
  • Emrouznejad A., Yang G.: A survey and analysis of the first 40 years of scholarly literature in DEA: 1978-2016, „Socio-Economic Planning Sciences”, 2018.
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  • Farrell M.J.: The Measurement of Productive Efficiency, „Journal of the Royal Statistical Society”, Series A, Vol. 120, No. 3, 1957.
  • Feroz E. and others: Application of Data Envelopment Analysis in auditing, US Patent Application Publication, US 2005/0288980 A1.
  • GUID 3910 Central Concepts for Performance Auditing, INTOSAI, 2019.
  • GUID 3920 The Performance Auditing Process, INTOSAI, 2019.
  • Guzik B.: Podstawowe modele DEA w badaniu efektywności gospodarczej i społecznej, UE w Poznaniu, 2009.
  • ISSAI-300 Performance Audit Principles, INTOSAI, 2019.
  • Jones J: Pomiar Efektywności, „Nauka i Szkolnictwo Wyższe” nr 2 (52)/2018.
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  • Paradi J.C., Sherman H.D., Tam F.K.: Data Envelopment Analysis in the Financial Services Industry. A Guide for Practitioners and Analysts Working in Operations Research Using DEA, Springer, 2018.

Document Type

Publication order reference

Identifiers

Biblioteka Nauki
2153750

YADDA identifier

bwmeta1.element.ojs-doi-10_53122_ISSN_0452-5027_2022_1_29
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