RISK REDUCTION IN A PROJECT PORTFOLIO

被引:17
|
作者
Guan, Dujuan [1 ,2 ]
Guo, Peng [1 ]
Hipel, Keith W. [3 ,4 ]
Fang, Liping [5 ]
机构
[1] Northwestern Polytech Univ, Sch Management, Xian 710072, Peoples R China
[2] Hefei Univ, Dept Management, Hefei 230601, Peoples R China
[3] Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada
[4] Ctr Int Governance Innovat, Waterloo, ON N2L 6C2, Canada
[5] Ryerson Univ, Dept Mech & Ind Engn, Toronto, ON M5B 2K3, Canada
基金
中国国家自然科学基金;
关键词
Project portfolio; integrated risk; set theory; Bayesian network; risk assessment; MANAGEMENT; NETWORKS; SELECTION; BENEFIT;
D O I
10.1007/s11518-016-5296-2
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
The positive impacts of managing projects as a portfolio are quantified by comparing the value of the integrated risk of a project portfolio and the aggregation of single project risks implemented separately. Firstly, the integrated risk is defined by proposing risky events based on set theory. Secondly, as projects interact with each other in a project portfolio, the integrated risk is evaluated by using a Bayesian network structure learning algorithm to construct an interdependent network of risks. Finally, the integrated risk of a practical case is assessed using this method, and the results show that the proposed method is an effective tool for calculating the extent of risk reduction of implementing a project portfolio and identifying the most risky project, so as to assist companies in making comprehensive decisions in the phase of portfolio selection and portfolio controlling.
引用
收藏
页码:3 / 22
页数:20
相关论文
共 50 条
  • [21] Shedding New Light on Project Portfolio Risk Management
    Hofman, Mariusz
    Spalek, Seweryn
    Grela, Grzegorz
    SUSTAINABILITY, 2017, 9 (10)
  • [22] A Method for Risk Response Planning in Project Portfolio Management
    Ahmadi-Javid, Amir
    Fateminia, Seyed Hamed
    Gemuenden, Hans Georg
    PROJECT MANAGEMENT JOURNAL, 2020, 51 (01) : 77 - 95
  • [23] Modeling of risk cascading propagation in project portfolio network
    Zhang, Kaimin
    Bai, Libiao
    Xie, Xiaoyan
    Wang, Chenshuo
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2023, 612
  • [24] Project portfolio risk categorisation - factor analysis results
    Hofman, Mariusz
    Grela, Grzegorz
    IJISPM-INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND PROJECT MANAGEMENT, 2018, 6 (04): : 39 - 58
  • [25] Assessing Project Portfolio Risk Based on Bayesian Network
    Guan, Dujuan
    Hipel, Keith W.
    Fang, Liping
    Guo, Peng
    2014 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), 2014, : 1546 - 1551
  • [26] Toward Enterprise Approach for Project Portfolio Risk Management
    Breault, Michael R.
    Cleveland, Simon
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY PROJECT MANAGEMENT, 2020, 11 (02) : 90 - 104
  • [27] Knowledge Management Framework for IT Project Portfolio Risk Management
    Rosselet, Ulysse
    Wentland, Maia
    K-CAP'09: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON KNOWLEDGE CAPTURE, 2009, : 203 - 204
  • [28] A Study on Project Portfolio Models with Skewness Risk and Staffing
    Weijun Xu
    Guifang Liu
    Hongyi Li
    Weiqiang Luo
    International Journal of Fuzzy Systems, 2017, 19 : 2033 - 2047
  • [29] Project Portfolio Network Risk Propagation Modeling: A Risk Perception Perspective
    Bai, Libiao
    Wang, Chenshuo
    Sun, Yichen
    Xie, Xiaoyan
    Tang, Tiantian
    Xie, Qi
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2024, 71 : 14608 - 14620
  • [30] Diamonds and precious metals for reduction of portfolio tail risk
    Barbi, Massimiliano
    Geman, Helyette
    Romagnoli, Silvia
    APPLIED ECONOMICS, 2020, 52 (26) : 2841 - 2861