Modelling performance management measures through statistics and system dynamics-based simulation

被引:0
作者
Grillo, Hanzel [1 ]
Campuzano-Bolarin, Francisco [2 ]
Mula, Josefa [1 ]
机构
[1] Univ Politecn Valencia, CIGIP Res Ctr Prod Management & Engn, Plaza Ferrandiz & Carbonell 2, Alicante 03801, Spain
[2] Univ Politecn Cartagena, Business Management Dept, Campus Muralla Mar S-N, Murcia 30202, Spain
来源
DIRECCION Y ORGANIZACION | 2018年 / 65卷
关键词
Performance management measures; simulation; system dynamics; statistics;
D O I
暂无
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The objective of this paper is to establish a methodology that combines performance measurement, a statistical record of measures to identify any relations among them, and system dynamics-based simulation modeling with the aim of supporting operations decision systems. This methodology intends to provide the comprehensive analysis of performance in such a way that it also analyzes the sensitivity and optimization of certain metrics according to requirements in each case. In the literature, this appears as a poorly developed research area. Some relevant studies have been identified which have attempted this combination, but have not completely established it.
引用
收藏
页码:20 / 35
页数:16
相关论文
共 32 条
[1]   Relevance assumed: a case study of balanced scorecard development using system dynamics [J].
Akkermans, HA ;
van Oorschot, KE .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2005, 56 (08) :931-941
[2]   Performance measurement system for enterprise networks [J].
Alfaro Saiz, Juan Jose ;
Ortiz Bas, Angel ;
Rodriguez Rodriguez, Raul .
INTERNATIONAL JOURNAL OF PRODUCTIVITY AND PERFORMANCE MANAGEMENT, 2007, 56 (04) :305-334
[3]   A model and a performance measurement system for collaborative supply chains [J].
Angerhofer, Bernhard J. ;
Angelides, Marios C. .
DECISION SUPPORT SYSTEMS, 2006, 42 (01) :283-301
[4]   A "system dynamics-based Balanced Scorecard" to support strategic decision making Insights from a case study [J].
Barnabe, Federico .
INTERNATIONAL JOURNAL OF PRODUCTIVITY AND PERFORMANCE MANAGEMENT, 2011, 60 (05) :446-473
[5]  
BIANCHI C, 2012, SYSTEMIC MANAGEMENT, P143, DOI DOI 10.1007/978-3-642-29244-6_8
[6]   Modelling the impact of reengineering with system dynamics [J].
Burgess, TF .
INTERNATIONAL JOURNAL OF OPERATIONS & PRODUCTION MANAGEMENT, 1998, 18 (9-10) :950-+
[7]   Improving supply chain performance management: A systematic approach to analyzing iterative KPI accomplishment [J].
Cai, Jian ;
Liu, Xiangdong ;
Xiao, Zhihui ;
Liu, Jin .
DECISION SUPPORT SYSTEMS, 2009, 46 (02) :512-521
[8]  
Campuzano F, 2011, SUPPLY CHAIN SIMULATION: A SYSTEM DYNAMICS APPROACH FOR IMPROVING PERFORMANCE, P1, DOI 10.1007/978-0-85729-719-8
[9]   Performance of some variable selection methods when multicollinearity is present [J].
Chong, IG ;
Jun, CH .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2005, 78 (1-2) :103-112
[10]  
Cohen J., 2013, APPL MULTIPLE REGRES