A single-stage approach for selecting inputs/outputs in DEA
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27510%2F16%3A86098096" target="_blank" >RIV/61989100:27510/16:86098096 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—
Alternative languages
Result language
angličtina
Original language name
A single-stage approach for selecting inputs/outputs in DEA
Original language description
Data Envelopment Analysis (DEA) is an optimization-based methodology to evaluate the performance of Decision Making Units (DMUs), each one consumes multiple inputs to produce multiple outputs. From the statistical and empirical points of view, if the number of inputs/outputs is high in comparison with the number of DMUs, then a large percentage of DMUs will be identified as efficient and efficiency discrimination among DMUs is questionable. It also implies that the selection of rel-evant inputs/outputs is very crucial for successful theoretical and applied purposes. In order to deal with selective input/output measures in DEA, some two-stage ap-proaches are proposed where selective measures are chosen in the first stage and then the DMUs are evaluated in the second stage based on the selected measures. The cur-rent study suggests a common weights DEA model which selects inputs/outputs as well finds the efficiency of DMUs in a single-stage approach. An illustrative example of the banking industry in Iran is provided to validate the proposed approach. Obtained Results emphasize that the suggested approach correctly deals with selective measures.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
AE - Management, administration and clerical work
OECD FORD branch
—
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
34th International Conference Mathematical Methods in Economics (MME) : proceedings papers
ISBN
978-80-7494-296-9
ISSN
—
e-ISSN
—
Number of pages
6
Pages from-to
395-400
Publisher name
Technická univerzita Liberec
Place of publication
Liberec
Event location
Liberec
Event date
Sep 6, 2016
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
000385239500068