A dynamic performance measurement system for supply chain management

被引:10
|
作者
Nazari-Ghanbarloo, Vahid [1 ]
机构
[1] Kharazmi Univ, Fac Engn, Tehran, Iran
关键词
Supply chain performance; Dynamic balanced scorecard; System dynamics; Strategy; Big data; Data mining; BIG DATA ANALYTICS; BALANCED SCORECARD; STRATEGY; MODEL; OPPORTUNITIES; METHODOLOGY; INSIGHTS; BUSINESS; DESIGN;
D O I
10.1108/IJPPM-01-2020-0023
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose This paper aims to propose a dynamic model for measurement supply chain performance (SCP) based on a dynamic balanced scorecard (DBSC). Balanced scorecard (BSC) can be defined as a popular performance measurement method that can translate the strategy into a set of performance indicators and manage the status of implementing the various strategies. However, BSC is unable to simulate the complicated environment and the dynamic behavior of performance metrics. Therefore, the author combines BSC with system dynamics (SD) to explore a more efficient tool for measurement SCP. Design/methodology/approach A dynamic causal model is proposed based on the causal hypotheses. The developed DBSC enables managers to evaluate and measure the SCP in a much-balanced way. Using DBSC makes it possible that different SCP metrics to be reviewed and distributed into the four above-mentioned perspectives. It also enables supply chain (SC) managers to evaluate different strategies to improve SCP. Findings investigates two strategies to improve SCP as follows: (1) competitive strategy and (2) harvesting big data and using data mining techniques to determine the customer's expectations and then compares the results of these two strategies based on the four perspectives of DBSC and introduce the best strategy. Finally, harvesting big data and data mining is selected as the best strategy. Originality/value This study proposes a novel strategic management tool for measurement SCP and simulation of the complicated environment and the dynamic behavior of performance metrics. The proposed DBSC model enables managers to compare different strategies and select the best strategy.
引用
收藏
页码:576 / 597
页数:22
相关论文
共 50 条
  • [41] A Predictive Performance Measurement System for Decision Making in the Supply Chain
    Sanchez-Jimenez, Loraine
    Salais-Fierro, Tomas E.
    COMPUTER SCIENCE AND ENGINEERING IN HEALTH SERVICES, 2021, 393 : 225 - 244
  • [42] Key characteristics for designing a supply chain performance measurement system
    Elgazzar, Sara
    Tipi, Nicoleta
    Jones, Glynis
    INTERNATIONAL JOURNAL OF PRODUCTIVITY AND PERFORMANCE MANAGEMENT, 2019, 68 (02) : 296 - 318
  • [43] A System Dynamic Model to Support Cold Chain Management in Food Supply Chain
    Oliva, Francesca
    Revetria, Roberto
    NEW ASPECTS OF SYSTEMS, PTS I AND II, 2008, : 361 - +
  • [44] DYNAMIC PERFORMANCE ASSESSMENT SYSTEM FOR GREEN TOURISM SUPPLY CHAIN
    Huang, Hai-Yu
    Wei, Hai-Xiang
    Wei, Min
    TOURISM ANALYSIS, 2019, 24 (04): : 467 - 482
  • [45] A research review on dynamic performance analysis of supply chain system
    Wei, Lingyun
    Chai, Yueting
    Ren, Changrui
    Dong, Jin
    SYSTEMS MODELING AND SIMULATION: THEORY AND APPLICATIONS, ASIA SIMULATION CONFERENCE 2006, 2007, : 163 - +
  • [46] Performance management in supply chain
    Tian, CH
    Chai, YT
    Liu, Y
    Ren, SJ
    2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 4934 - 4939
  • [47] An Empirical Study on Efficiency, Effectiveness and Performance Measurement in Supply Chain Management
    Vunjak, Nenad M.
    Buha, Jelena
    Zulfiu, Vedat
    Tangiri, Penekeh Pechu
    STRATEGIC MANAGEMENT, 2013, 18 (04): : 27 - 34
  • [48] The Performance Measurement of Supply Chain Management (SCM) in Malaysian Infrastructure Project
    Abd Wahab, Mohamad Razali
    Ahmad, Hayroman
    STRUCTURAL, ENVIRONMENTAL, COASTAL AND OFFSHORE ENGINEERING, 2014, 567 : 642 - 647
  • [49] Designing Supply Chain Performance Measurement and Management Systems: A Systemic Perspective
    Siham, Lakri
    Jean-Claude, Bocquet
    Laurent, Gregoire
    Yves, Dallery
    Zied, Jemai
    2015 4TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED LOGISTICS AND TRANSPORT (ICALT), 2015, : 256 - 261
  • [50] Performance measurement of supply chain management using the analytical hierarchy process
    Bhagwat, R.
    Sharma, M. K.
    PRODUCTION PLANNING & CONTROL, 2007, 18 (08) : 666 - 680