Uncovering the fragility of large-scale engineering projects

被引:7
|
作者
Santolini, Marc [1 ,2 ,3 ]
Ellinas, Christos [4 ]
Nicolaides, Christos [5 ,6 ]
机构
[1] Univ Paris, INSERM U1284, Ctr Res & Interdisciplinar CRI, F-75006 Paris, France
[2] Northeastern Univ, Network Sci Inst, Boston, MA 02115 USA
[3] Northeastern Univ, Dept Phys, Boston, MA 02115 USA
[4] Nodes & Links Ltd, Stn Rd, Cambridge CB1 2LA, England
[5] Univ Cyprus, Sch Econ & Management, CY-2109 Aglantzia, Cyprus
[6] MIT Sloan Sch Management, Initiat Digital Econ, Cambridge, MA 02142 USA
关键词
Activity networks; Network science; Spreading processes; Cascades; Project performance; COST OVERRUNS; COMPLEXITY; UNCERTAINTY; MODEL;
D O I
10.1140/epjds/s13688-021-00291-w
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Engineering projects are notoriously hard to complete on-time, with project delays often theorised to propagate across interdependent activities. Here, we use a novel dataset consisting of activity networks from 14 diverse, large-scale engineering projects to uncover network properties that impact timely project completion. We provide empirical evidence of perturbation cascades, where perturbations in the delivery of a single activity can impact the delivery of up to 4 activities downstream, leading to large perturbation cascades. We further show that perturbation clustering significantly affects project overall delays. Finally, we find that poorly performing projects have their highest perturbations in high reach nodes, which can lead to largest cascades, while well performing projects have perturbations in low reach nodes, resulting in localised cascades. Altogether, these findings pave the way for a network-science framework that can materially enhance the delivery of large-scale engineering projects.
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页数:13
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