Application of Data Envelopment Analysis (DEA) in the Selection of Sustainable Suppliers: A Review and Bibliometric Analysis

被引:17
|
作者
Cikovic, Katerina Fotova [1 ]
Martincevic, Ivana [2 ]
Lozic, Josko [1 ]
机构
[1] Univ North, Dept Econ, Trg Dr Zarka Dolinara 1, Koprivnica 48000, Croatia
[2] Univ North, Dept Logist & Sustainable Mobil, Trg Dr Zarka Dolinara 1, Koprivnica 48000, Croatia
关键词
data envelopment analysis (DEA); efficiency measurement; non-parametric approach; sustainability; sustainable supplier selection; supply chain; bibliometric review; FUZZY-DEA; INTEGRATED MODEL; VOLUME DISCOUNT; EFFICIENCY; CHAIN; BENCHMARKING; FRAMEWORK; SYSTEM;
D O I
10.3390/su14116672
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The supplier selection process is a strategic decision-making process that influences the company's sustainability. Lately, the sustainability concept has been highlighted as an organization's source of success and profitability. Therefore, the selection of a sustainable supplier has become an imperative for organizations and is the focus of this manuscript. Suppliers are key stakeholders in the supply chain, and their proper selection is a key factor in a successful and sustainable supply chain. For this reason, it is crucial to determine how and which methods are mostly used by companies when choosing sustainable suppliers with the aim of examining whether the Data Envelopment Analysis (DEA) contributes to the same. This article is the first to present a comprehensive bibliometric analysis of 87 articles dealing with the application of DEA in the sustainable supplier selection in the period 2010-2022, with the application of the keywords "Data Envelopment Analysis", "Supplier", and "Sustainable" in Scopus and Web of Science databases. The main goal of this manuscript is to explore the applications of DEA in a sustainable supplier selection and to provide an analysis and visualization of bibliometric data to reveal the annual trends of published articles in this area, the top contributing journals, the most cited papers, the most contributing authors, citations, affiliations, and countries' analysis, and an in-depth keyword visualization analysis. The findings of this study provide valuable insights and emphasize the ever-growing trend toward the selection of sustainable partners and suppliers in business using DEA methodology. Notably, this work shows the applicability and efficacy of DEA in specialized areas of supply chain management and should contribute to the construction of an overview of the existing literature on DEA studies regarding the process of selection of sustainable suppliers in supply chain management as well as stimulate the interest in the topic. This article gives an overview of a research field that is actually insufficiently explored through the scientific literature and presents a wide area and guidelines for future work.
引用
收藏
页数:30
相关论文
共 50 条
  • [1] Window data envelopment analysis approach: A review and bibliometric analysis
    Peykani, Pejman
    Saen, Reza Farzipoor
    Esmaeili, Fatemeh Sadat Seyed
    Gheidar-Kheljani, Jafar
    [J]. EXPERT SYSTEMS, 2021, 38 (07)
  • [2] Mapping and bibliometric analysis of the Use of Data Envelopment Analysis (DEA) in accounting and administration in Brazil
    da Silva Macedo, Marcelo Alvaro
    de Castro Casa Nova, Silvia Pereira
    de Almeida, Katia
    [J]. CONTABILIDADE GESTAO E GOVERNANCA, 2009, 12 (03): : 87 - 101
  • [3] Evaluating and ranking sustainable suppliers by robust dynamic data envelopment analysis
    Yousefi, Saeed
    Shabanpour, Hadi
    Fisher, Ron
    Saen, Reza Farzipoor
    [J]. MEASUREMENT, 2016, 83 : 72 - 85
  • [4] Ranking sustainable suppliers by context-dependent data envelopment analysis
    Izadikhah, Mohammad
    Saen, Reza Farzipoor
    [J]. ANNALS OF OPERATIONS RESEARCH, 2020, 293 (02) : 607 - 637
  • [5] Ranking sustainable suppliers using congestion approach of data envelopment analysis
    Shabanpour, Hadi
    Fathi, Amirali
    Yousefi, Saeed
    Saen, Reza Farzipoor
    [J]. JOURNAL OF CLEANER PRODUCTION, 2019, 240
  • [6] Ranking sustainable suppliers by context-dependent data envelopment analysis
    Mohammad Izadikhah
    Reza Farzipoor Saen
    [J]. Annals of Operations Research, 2020, 293 : 607 - 637
  • [7] Predicting group membership of sustainable suppliers via data envelopment analysis and discriminant analysis
    Tavassoli, Mohammad
    Saen, Reza Farzipoor
    [J]. SUSTAINABLE PRODUCTION AND CONSUMPTION, 2019, 18 : 41 - 52
  • [8] Application of Data Envelopment Analysis (DEA) in Information and Communication Technologies
    Cikovic, Katerina Fotova
    Lozic, Josko
    [J]. TEHNICKI GLASNIK-TECHNICAL JOURNAL, 2022, 16 (01): : 129 - 134
  • [9] Approach in inputs & outputs selection of Data Envelopment Analysis (DEA) efficiency measurement in hospitals: A systematic review
    Zubir, M. Zulfakhar
    Noor, A. Azimatun
    Rizal, A. M. Mohd
    Harith, A. Aziz
    Abas, M. Ihsanuddin
    Zakaria, Zuriyati
    Bakar, Anwar Fazal A.
    [J]. PLOS ONE, 2024, 19 (08):
  • [10] Triumph of Good over Evil ? An Application of Data Envelopment Analysis (DEA)
    Chou, Huei-Jeng
    [J]. INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS & STATISTICS, 2013, 41 (11): : 104 - 115