EFFICIENCY EVALUATIONS OF RAILWAYS USING RELATIONAL NETWORK DATA ENVELOPMENT ANALYSIS

被引:0
|
作者
Ergul, Figen [1 ]
Akcan, Serap [2 ]
Yuregir, Oya Hacire [3 ]
机构
[1] TCDD Transportat, Adana, Turkiye
[2] Tarsus Univ, Dept Ind Engn, Mersin, Turkiye
[3] Cukurova Univ, Dept Ind Engn, Adana, Turkiye
关键词
Railway; Efficiency; Relational Network Data Envelopment Analysis; Tobit Regression Analysis; Mathematical Model; TECHNICAL EFFICIENCY; TRANSPORT; PRODUCTIVITY;
D O I
10.23055/ijietap.2023.30.5.9039
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The rate of increase in the world population has caused the rapid growth and differentiation of transportation systems. Therefore, it is becoming increasingly important for transportation systems to provide safe, faster, and less expensive transportation. The present study analyzed the efficiency of 14 European and Turkish railways selected from the International Union of Railways database using data from between 2000 and 2017. The system, production, and consumption process activities of these 14 railways were estimated using Relational Network Data Envelopment Analysis and interpreted with performance matrices. Significant variables affecting production, consumption, and system activities were identified by Tobit Regression Analysis. The most important variables affecting system efficiency were found to be passenger and freight train occupancy rates, gross national income per capita, and population density.
引用
收藏
页码:1211 / 1227
页数:17
相关论文
共 50 条
  • [21] Evaluation of Urban Health Efficiency in Japanese Cities Using Network Data Envelopment Analysis
    Lin, Yuming
    Shen, Zhenjiang
    [J]. JOURNAL OF URBAN PLANNING AND DEVELOPMENT, 2023, 149 (02)
  • [22] Estimation of the efficiency of Japanese hospitals using a dynamic and network data envelopment analysis model
    Kawaguchi, Hiroyuki
    Tone, Kaoru
    Tsutsui, Miki
    [J]. HEALTH CARE MANAGEMENT SCIENCE, 2014, 17 (02) : 101 - 112
  • [23] Energy Efficiency Assessment Using Artificial Neural Network Combined with Data Envelopment Analysis
    Olanrewaju, O. A.
    Jimoh, A. A.
    Kholopane, P. A.
    [J]. IEEE AFRICON 2011, 2011,
  • [24] MEASURING EFFICIENCY OF A UNIVERSITY FACULTY USING A HIERARCHICAL NETWORK DATA ENVELOPMENT ANALYSIS MODEL
    Kashim, Rosmaini
    Kasim, Maznah Mat
    Abd Rahman, Rosshairy
    [J]. JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY-MALAYSIA, 2018, 17 (04): : 569 - 585
  • [25] Interval efficiency assessment using data envelopment analysis
    Wang, YM
    Greatbanks, R
    Yang, JB
    [J]. FUZZY SETS AND SYSTEMS, 2005, 153 (03) : 347 - 370
  • [26] Assessment of the efficiency of cities by using Data Envelopment Analysis
    Lehmann, Iris
    Hennersdorf, Joerg
    Deilmann, Clemens
    [J]. DISP, 2013, 49 (01): : 44 - 53
  • [27] Using data envelopment analysis to measure ports efficiency
    Abid, Chafik
    Tadj, Lotfi
    [J]. INTERNATIONAL JOURNAL OF BUSINESS PERFORMANCE MANAGEMENT, 2012, 13 (3-4) : 257 - 273
  • [28] Measurement of campaign efficiency using data envelopment analysis
    Berry, BJL
    Chen, YS
    [J]. ELECTORAL STUDIES, 1999, 18 (03) : 379 - 395
  • [29] A dynamic efficiency model using data envelopment analysis
    Sengupta, JK
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1999, 62 (03) : 209 - 218
  • [30] Efficiency studies in forestry using data envelopment analysis
    Sowlati, T
    [J]. FOREST PRODUCTS JOURNAL, 2005, 55 (01) : 49 - 57