Combining data envelopment analysis and Malmquist Index for evaluating police station efficiency and effectiveness

被引：11
|
作者：
Hadad, Yossi [1 ]
Keren, Baruch [1 ]
Hanani, Michael Z. [1 ]
机构：
[1] SCE Shamoon Coll Engn, Dept Ind Engn & Management, Beer Sheva, Israel
来源：
POLICE PRACTICE AND RESEARCH | 2015年 / 16卷 / 01期
关键词：
police stations; Malmquist Index (MI); data envelopment analysis (DEA); performance measure;
D O I：
10.1080/15614263.2013.845945
中图分类号：
DF [法律]; D9 [法律];
学科分类号：
0301 ;
摘要：
A new measure for evaluating and ranking police stations by performance and by improvement trends over time is presented. The measure, which is identified as DEA/MI, combines data envelopment analysis (DEA) methodology with the Malmquist Index (MI). The DEA component measures the relative efficiency of the DMUs, while the MI component measures the improvement or decrease in efficiency of a DMU over a specified period of time. A case study of all 13 police stations in the south of Israel shows that according to the DEA/MI measure a police station with relatively low efficiency can be ranked high if it has a high improvement index.
引用
收藏
页码：5 / 21
页数：17
相关论文
共 50 条
  • [1] Evaluating the decentralization of public hospitals in Turkey in terms of technical efficiency: data envelopment analysis and Malmquist index
    Bagci, Hasan
    Kocyigit, Seyhan Cil
    [J]. BENCHMARKING-AN INTERNATIONAL JOURNAL, 2023, 30 (10) : 4425 - 4460
  • [2] Evaluating the effectiveness of the Spanish police force through data envelopment analysis
    García-Sánchez I.-M.
    [J]. European Journal of Law and Economics, 2007, 23 (1) : 43 - 57
  • [3] Measuring the efficiency in the Czech banking industry: Data Envelopment Analysis and Malmquist index
    Repkova, Iveta
    [J]. PROCEEDINGS OF 30TH INTERNATIONAL CONFERENCE MATHEMATICAL METHODS IN ECONOMICS, PTS I AND II, 2012, : 781 - 786
  • [4] Evaluating the multi-period operating efficiency of international airports using data envelopment analysis and the Malmquist productivity index
    Ahn, Young-Hyo
    Min, Hokey
    [J]. JOURNAL OF AIR TRANSPORT MANAGEMENT, 2014, 39 : 12 - 22
  • [5] Bootstrapping the data envelopment analysis Malmquist productivity index
    Löthgren, M
    Tambour, M
    [J]. APPLIED ECONOMICS, 1999, 31 (04) : 417 - 425
  • [6] Measuring efficiency of domestic banks in Taiwan: application of data envelopment analysis and Malmquist index
    Lin, Yi-Hsing
    Hsu, George J. Y.
    Hsiao, Ching-Kai
    [J]. APPLIED ECONOMICS LETTERS, 2007, 14 (11) : 821 - 827
  • [7] Cross Malmquist Productivity Index in Data Envelopment Analysis
    Homayoni, Ali
    Fallahnejad, Reza
    Lotfi, Farhad Hosseinzadeh
    [J]. 4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2022, 20 (04): : 567 - 602
  • [8] Cross Malmquist Productivity Index in Data Envelopment Analysis
    Ali Homayoni
    Reza Fallahnejad
    Farhad Hosseinzadeh Lotfi
    [J]. 4OR, 2022, 20 : 567 - 602
  • [9] Environmental Efficiency Evaluation of Construction Waste Generation Based on Data Envelopment Analysis and Malmquist Index
    Liu, Xia
    Wu, Zezhou
    Xie, Peiying
    Hong, Qing
    Hu, Xi
    Antwi-Afari, Maxwell Fordjour
    [J]. BUILDINGS, 2022, 12 (08)
  • [10] An Investigation of the Efficiency of Insurance Companies in Vietnam-Using Data Envelopment Analysis and Malmquist Index
    Nguyen, Bao Ngoc
    Nguyen, Phuong Anh
    [J]. JOURNAL OF ASIAN FINANCE ECONOMICS AND BUSINESS, 2022, 9 (07): : 261 - 271
12345