Digital transformation in public-private collaborations : The success of humanitarian supply chain operations

annif.suggestionsbig data|machine learning|digitalisation|cooperation (general)|non-governmental organisations|private sector|supply chains|humanitarianism|digital technology|networking (making contacts)|enen
annif.suggestions.linkshttp://www.yso.fi/onto/yso/p27202|http://www.yso.fi/onto/yso/p21846|http://www.yso.fi/onto/yso/p8692|http://www.yso.fi/onto/yso/p6334|http://www.yso.fi/onto/yso/p6405|http://www.yso.fi/onto/yso/p11520|http://www.yso.fi/onto/yso/p19415|http://www.yso.fi/onto/yso/p27387|http://www.yso.fi/onto/yso/p8567|http://www.yso.fi/onto/yso/p20000en
dc.contributor.authorAkhtar, Pervaiz
dc.contributor.authorDe Silva, Muthu
dc.contributor.authorKhan, Zaheer
dc.contributor.authorTarba, Shlomo
dc.contributor.authorAmankwah-Amoah, Joseph
dc.contributor.authorWood, Geoffrey
dc.contributor.departmentInnolab-
dc.contributor.facultyInnoLab - Innovation and Entrepreneurship InnoLab-
dc.contributor.orcidhttps://orcid.org/0000-0001-5538-3123-
dc.contributor.organizationfi=Vaasan yliopisto|en=University of Vaasa|
dc.date.accessioned2024-12-18T13:07:52Z
dc.date.accessioned2025-06-25T13:55:17Z
dc.date.available2024-12-18T13:07:52Z
dc.date.issued2024-11-02
dc.description.abstractRecent years have seen the extensive use of big data analytics, related technological infrastructure, and machine learning applications for digital transformation. The resource dependency related to data-driven applications elicits public-private collaborations (PPCs) between governments and private or non-government organizations (NGOs) for value creation. Such collaborations are effective for the success of humanitarian supply chain operations (HSCOs), particularly in the event of large-scale disasters. By building on resource dependence theory (RDT), our study explores the links between digital transformation, PPCs, and HSCO success. Using structural equation modeling on data collected from 224 key decision-makers and experts, we found that digital transformation mediates the relationship between private-NGO collaborations and HSCO success while host government support moderates it. Our study thus makes an original contribution to RDT and the emerging domains of contemporary digital and data-driven applications in HSCO. The implications and future research directions arising from this study are also discussed in this research paper.-
dc.description.notification© 2024 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC license (http://creativecommons.org/licenses/bync/4.0/).-
dc.description.reviewstatusfi=vertaisarvioitu|en=peerReviewed|-
dc.format.bitstreamtrue
dc.format.contentfi=kokoteksti|en=fulltext|-
dc.format.extent15-
dc.identifier.olddbid22176
dc.identifier.oldhandle10024/18516
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/3003
dc.identifier.urnURN:NBN:fi-fe20241218104521-
dc.language.isoeng-
dc.publisherElsevier-
dc.relation.doi10.1016/j.ijpe.2024.109461-
dc.relation.ispartofjournalInternational Journal of Production Economics-
dc.relation.issn1873-7579-
dc.relation.issn0925-5273-
dc.relation.urlhttps://doi.org/10.1016/j.ijpe.2024.109461-
dc.relation.volume279-
dc.rightsCC BY-NC 4.0-
dc.source.identifierWOS:001358579300001-
dc.source.identifierScopus:85208670565-
dc.source.identifierhttps://osuva.uwasa.fi/handle/10024/18516
dc.subjectDigital transformation-
dc.subjectBig data IT infrastructure-
dc.subjectBig data analytics-
dc.subjectMachine learning and statistics-
dc.subjectPublic-private collaborations-
dc.subjectThe success of humanitarian supply chain operations-
dc.titleDigital transformation in public-private collaborations : The success of humanitarian supply chain operations-
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|en=A1 Peer-reviewed original journal article|sv=A1 Originalartikel i en vetenskaplig tidskrift|-
dc.type.publicationarticle-
dc.type.versionpublishedVersion-

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