Artificial intelligence (AI) competencies for organizational performance : A B2B marketing capabilities perspective

annif.suggestionsbusiness-to-business marketing|organisations (systems)|marketing|enterprises|business operations|know-how|Paridae|development (active)|Riyadh|marketing research|enen
annif.suggestions.linkshttp://www.yso.fi/onto/yso/p12743|http://www.yso.fi/onto/yso/p272|http://www.yso.fi/onto/yso/p5878|http://www.yso.fi/onto/yso/p3128|http://www.yso.fi/onto/yso/p1181|http://www.yso.fi/onto/yso/p8343|http://www.yso.fi/onto/yso/p12447|http://www.yso.fi/onto/yso/p4230|http://www.yso.fi/onto/yso/p508405|http://www.yso.fi/onto/yso/p13560en
dc.contributor.authorMikalef, Patrick
dc.contributor.authorIslam, Najmul
dc.contributor.authorParida, Vinit
dc.contributor.authorSingh, Harkamaljit
dc.contributor.authorAltwaijry, Najwa
dc.contributor.departmentfi=Ei tutkimusalustaa|en=No platform|-
dc.contributor.facultyfi=Johtamisen yksikkö|en=School of Management|-
dc.contributor.orcidhttps://orcid.org/0000-0003-3255-414X-
dc.contributor.organizationfi=Vaasan yliopisto|en=University of Vaasa|
dc.date.accessioned2023-06-29T11:49:40Z
dc.date.accessioned2025-06-25T12:50:34Z
dc.date.available2023-06-29T11:49:40Z
dc.date.issued2023-05-10
dc.description.abstractThe deployment of Artificial Intelligence (AI) has been accelerating in several fields over the past few years, with much focus placed on its potential in Business-to-Business (B2B) marketing. Early reports highlight promising benefits of AI in B2B marketing such as offering important insights into customer behaviors, identifying critical market insight, and streamlining operational inefficiencies. Nevertheless, there is a lack of understanding concerning how organizations should structure their AI competencies for B2B marketing, and how these ultimately influence organizational performance. Drawing on AI competencies and B2B marketing literature, this study develops a conceptual research model that explores the effect that AI competencies have on B2B marketing capabilities, and in turn on organizational performance. The proposed research model is tested using 155 survey responses from European companies and analyzed using partial least squares structural equation modeling. The results highlight the mechanisms through which AI competencies influence B2B marketing capabilities, as well as how the later impact organizational performance.-
dc.description.notification© 2023 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/bync-nd/4.0/).-
dc.description.reviewstatusfi=vertaisarvioitu|en=peerReviewed|-
dc.format.bitstreamtrue
dc.format.contentfi=kokoteksti|en=fulltext|-
dc.format.extent11-
dc.identifier.olddbid18861
dc.identifier.oldhandle10024/16058
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/1014
dc.identifier.urnURN:NBN:fi-fe2023062966900-
dc.language.isoeng-
dc.publisherElsevier-
dc.relation.doi10.1016/j.jbusres.2023.113998-
dc.relation.funderSlovenian Research Agency-
dc.relation.funderKing Saud University-
dc.relation.grantnumberP5–0441-
dc.relation.ispartofjournalJournal of Business Research-
dc.relation.issn1873-7978-
dc.relation.issn0148-2963-
dc.relation.urlhttps://doi.org/10.1016/j.jbusres.2023.113998-
dc.relation.volume164-
dc.rightsCC BY-NC-ND 4.0-
dc.source.identifierWOS:001004870100001-
dc.source.identifierScopus:85158831277-
dc.source.identifierhttps://osuva.uwasa.fi/handle/10024/16058
dc.subjectArtificial intelligence-
dc.subjectB2B marketing-
dc.subjectAI competencies-
dc.subjectCore competencies theory-
dc.subject.disciplinefi=Strateginen johtaminen|en=Strategic Management|-
dc.titleArtificial intelligence (AI) competencies for organizational performance : A B2B marketing capabilities perspective-
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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