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dc.contributor.authorSantolini, Marc
dc.contributor.authorEllinas, Christos
dc.contributor.authorNicolaides, Christos
dc.date.accessioned2021-11-01T14:33:58Z
dc.date.available2021-11-01T14:33:58Z
dc.date.issued2021-07-08
dc.identifier.urihttps://hdl.handle.net/1721.1/136881
dc.description.abstractAbstract 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.en_US
dc.publisherSpringer Berlin Heidelbergen_US
dc.relation.isversionofhttps://doi.org/10.1140/epjds/s13688-021-00291-wen_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_US
dc.sourceSpringer Berlin Heidelbergen_US
dc.titleUncovering the fragility of large-scale engineering projectsen_US
dc.typeArticleen_US
dc.identifier.citationEPJ Data Science. 2021 Jul 08;10(1):36en_US
dc.contributor.departmentSloan School of Management
dc.identifier.mitlicensePUBLISHER_CC
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2021-07-11T03:18:03Z
dc.language.rfc3066en
dc.rights.holderThe Author(s)
dspace.embargo.termsN
dspace.date.submission2021-07-11T03:18:03Z
mit.licensePUBLISHER_CC
mit.metadata.statusAuthority Work and Publication Information Needed


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