2023
DOI: 10.1007/s10100-023-00845-5
|View full text |Cite
|
Sign up to set email alerts
|

Input and output reconsidered in supplier selection DEA model

Abstract: The selection of input and output items is crucial for successful application of Data Envelopment Analysis (DEA) as they should express the decision maker's preferences and perceptions of what might affect the efficiency of a decision making unit (DMU). This article addresses the question of the transformation of input and output data that may be required for efficiency analyses using DEA method. Different methods for the data transformation are available in the literature, however, they may lead to different … Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1
1

Citation Types

0
0
0

Year Published

2024
2024
2024
2024

Publication Types

Select...
4
1

Relationship

0
5

Authors

Journals

citations
Cited by 5 publications
(2 citation statements)
references
References 40 publications
(43 reference statements)
0
0
0
Order By: Relevance
“…Local search procedures improve the quality of the solutions. Dobos and Vörösmarty (2024) focus on data transformation in several models of Data Envelopment Analysis (DEA, (see, e.g. in Hosseinzadeh et al (2023); Wu et al (2023); Zýková (2022))) and draw the attention to the possibility of biases.…”
Section: The 34th Hungarian Operations Research Conferencementioning
confidence: 99%
“…Local search procedures improve the quality of the solutions. Dobos and Vörösmarty (2024) focus on data transformation in several models of Data Envelopment Analysis (DEA, (see, e.g. in Hosseinzadeh et al (2023); Wu et al (2023); Zýková (2022))) and draw the attention to the possibility of biases.…”
Section: The 34th Hungarian Operations Research Conferencementioning
confidence: 99%
“…However, Denmark and Luxembourg were eliminated, which was attributed to insufficient statistical data. DEA is a numerical technique utilised to assess the relative efficiency of units known as decision-making units (DMUs) (Dobos & Vörösmarty, 2023). Within the framework of DEA, it is crucial to define the inputs and outputs pertinent to the assessment.…”
Section: Standard Dea Modelmentioning
confidence: 99%