An integrated group best-worst method - Data envelopment analysis approach for evaluating road safety: A case of Iran

被引:44
|
作者
Omrani, Hashem [1 ]
Amini, Mohaddeseh [1 ]
Alizadeh, Arash [1 ]
机构
[1] Urmia Univ Technol, Fac Ind Engn, Orumiyeh, Iran
关键词
Data envelopment analysis-based road safety; Best-worst method; Group decision-making; Road safety; PRINCIPAL COMPONENT ANALYSIS; WEIGHT FLEXIBILITY; RISK-EVALUATION; COMMON WEIGHTS; DECISION; DEA; PERFORMANCE; TOPSIS;
D O I
10.1016/j.measurement.2019.107330
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Evaluating road safety is an important issue for policy makers. One of the most important model for evaluation of road safety is data envelopment analysis-based road safety (DEA-RS). Conventional DEA-RS model is unable to consider decision makers' (DMs) judgements in the evaluations and also suffers from weight flexibility of input and output variables. In this paper, to incorporate DMs' preferences into decision making process and overcome the weight flexibility shortcoming of DEA-RS model, DEA-RS is combined with group best-worst method (BWM). For considering the preferences, a group BWM is proposed. The proposed model is applied to estimate the road safety efficiency in provinces of Iran. The results show that developed provinces such as Tehran has the safest roads in Iran. In contrast, provinces with poor road facilities are unsafe provinces in roads. At last, to improve the road safety performances, managerial implications and recommendations have been made for policy makers. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Embedding Best-Worst Method into Data Envelopment Analysis
    Yu, Yu
    Khezrimotlag, Dariush
    [J]. ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2024, 41 (01)
  • [2] An Integrated Approach of Best-Worst Method (BWM) and Triangular Fuzzy Sets for Evaluating Driver Behavior Factors Related to Road Safety
    Moslem, Sarbast
    Gul, Muhammet
    Farooq, Danish
    Celik, Erkan
    Ghorbanzadeh, Omid
    Blaschke, Thomas
    [J]. MATHEMATICS, 2020, 8 (03)
  • [3] Risk analysis in underground tunnel construction with tunnel boring machines using the Best-Worst method and data envelopment analysis
    Koohathongsumrit, Nitidetch
    Meethom, Warapoj
    [J]. HELIYON, 2024, 10 (01)
  • [4] Group decision making in best-worst method when the best and worst are not unique: case study of scholar selection
    Adali, Esra Aytac
    Caglar, Atalay
    [J]. PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, 2023, 29 (01): : 30 - 44
  • [5] A novel approach for combination of individual and group decisions based on fuzzy best-worst method
    Hafezalkotob, Ashkan
    Hafezalkotob, Arian
    [J]. APPLIED SOFT COMPUTING, 2017, 59 : 316 - 325
  • [6] A Group Decision-Making Approach in MCDM: An Application of the Multichoice Best-Worst Method
    Ahmad, Qazi Shoeb
    Khan, Mohammad Faisal
    Ahmad, Naeem
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (12):
  • [7] A rough-fuzzy approach integrating best-worst method and data envelopment analysis to multi-criteria selection of smart product service module
    Chen, Zhihua
    Ming, Xinguo
    [J]. APPLIED SOFT COMPUTING, 2020, 94
  • [8] A Unified Multiplicative Group Best-Worst Method with a New Assessment Approach for Dissimilar Markets
    Atan, Tankut
    Temur, Gul Tekin
    [J]. INFORMATICA, 2023, 34 (03) : 465 - 489
  • [9] A road map for the implementation of integrated JIT-lean practices in Indian manufacturing industries using the best-worst method approach
    Talib, Faisal
    Asjad, Mohammad
    Attri, Rajesh
    Siddiquee, Arshad Noor
    Khan, Zahid A.
    [J]. JOURNAL OF INDUSTRIAL AND PRODUCTION ENGINEERING, 2020, 37 (06) : 275 - 291
  • [10] Road safety evaluation using data envelopment analysis case study: Roads in provinces in Iran
    Amelian S.
    Shojaie A.A.
    Davoodi S.M.R.
    [J]. Amelian, Shahab (amelian@shaiau.ac.ir), 1600, Inderscience Enterprises Ltd., 29, route de Pre-Bois, Case Postale 856, CH-1215 Geneva 15, CH-1215, Switzerland (09): : 253 - 261