Data Envelopment Analysis with application to a Business Simulation Game

被引:0
|
作者
Zhang, Zhehua [1 ]
Han, Sangsu [1 ]
Takubo, Miha [2 ]
机构
[1] Osaka Int Univ, Grad Sch Management & Informat Sci, Osaka, Japan
[2] Osaka Int Univ, Fac Business Adm, Osaka, Japan
关键词
DEA; CCR model; efficiency; business simulation game;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Up to now, we have seen a great variety of applications of DEA (Data Envelopment Analysis) for evaluating the efficiency of many different kinds of activities of organizations called DMU (Decision Making Unit). This study is concerned with efficiency analysis through data produced from a business simulation game. We concentrate on two factors, namely selecting of evaluating item and improving of range for efficiency. The efficient methods to select proper items and improve efficiency range are proposed based on the financial ratio analysis and the sensitivity analysis, respectively. The objective of this study is to propose a method that can make up for shortfalls of conventional financial ratio analysis methods and the DEA model (CCR) with quantitative and non-quantitative data produced from production, sales, financing and other business operations on a business simulation game.
引用
收藏
页码:1978 / 1981
页数:4
相关论文
共 50 条
  • [1] Analyzing Business Process Efficiency by Combining Business Process Simulation with Data Envelopment Analysis
    Dohmen, Anne
    Leyer, Michael
    [J]. IAENG TRANSACTIONS ON ENGINEERING TECHNOLOGIES, VOL 5, 2010, 1285 : 29 - 43
  • [2] Combining Data Envelopment Analysis And Business Process Simulation For Analyzing The Efficiency Of Business Processes
    Dohmen, A.
    Leyer, M.
    [J]. INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS (IMECS 2010), VOLS I-III, 2010, : 2134 - 2138
  • [3] The Comparison of Data Envelopment Analysis (DEA) and Financial Analysis Results in a Production Simulation Game
    Koltai, Tamas
    Uzonyi-Kecskes, Judit
    [J]. ACTA POLYTECHNICA HUNGARICA, 2017, 14 (04) : 167 - 185
  • [4] Growth Potential Analysis with Application to a Business Simulation Game by DEA
    Zhang, Zhehua
    Han, Sangsu
    [J]. 2014 JOINT 7TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (SCIS) AND 15TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (ISIS), 2014, : 879 - 882
  • [5] Neural data envelopment analysis: A simulation
    Neto, LB
    Lins, MPE
    Gomes, EG
    de Mello, JCCBS
    Oliveira, FS
    [J]. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2004, 11 (01): : 14 - 24
  • [6] Data envelopment analysis with heterogeneous data: an application
    Sengupta, JK
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2005, 56 (06) : 676 - 686
  • [7] CONSTRAINED GAME FORMULATIONS AND INTERPRETATIONS FOR DATA ENVELOPMENT ANALYSIS
    BANKER, RD
    CHARNES, A
    COOPER, WW
    CLARKE, R
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1989, 40 (03) : 299 - 308
  • [8] An application of sensitivity analysis in data envelopment analysis
    Neralic, L
    Sikora, Z
    [J]. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON OPERATIONAL RESEARCH - KOI'98, 1999, : 25 - 33
  • [9] Modeling business partnerships: A data envelopment analysis approach
    Amin, Gholam R.
    Ibn Boamah, Mustapha
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 305 (01) : 329 - 337
  • [10] Performance evaluation of teams in business simulation games with weight restricted data envelopment analysis models
    Koltai, Tamas
    Tamas, Alexandra
    [J]. INTERNATIONAL JOURNAL OF MANAGEMENT EDUCATION, 2022, 20 (03):