The tribes in the field of servitization : Discovering latent streams across 30 years of research

annif.suggestionsbusiness|service business|service production|enterprises|networks (societal phenomena)|industry|marketing|business models|managers and executives|machine learning|enen
annif.suggestions.linkshttp://www.yso.fi/onto/yso/p2439|http://www.yso.fi/onto/yso/p24600|http://www.yso.fi/onto/yso/p13221|http://www.yso.fi/onto/yso/p3128|http://www.yso.fi/onto/yso/p5570|http://www.yso.fi/onto/yso/p998|http://www.yso.fi/onto/yso/p5878|http://www.yso.fi/onto/yso/p21761|http://www.yso.fi/onto/yso/p23894|http://www.yso.fi/onto/yso/p21846en
dc.contributor.authorRabetino, Rodrigo
dc.contributor.authorKohtamäki, Marko
dc.contributor.authorBrax, Saara A.
dc.contributor.authorSihvonen, Jukka
dc.contributor.departmentVebic-
dc.contributor.facultyfi=Johtamisen yksikkö|en=School of Management|-
dc.contributor.orcidhttps://orcid.org/0000-0001-8567-2559-
dc.contributor.orcidhttps://orcid.org/0000-0003-2094-7974-
dc.contributor.organizationfi=Vaasan yliopisto|en=University of Vaasa|
dc.date.accessioned2021-04-15T11:02:18Z
dc.date.accessioned2025-06-25T12:58:47Z
dc.date.available2021-04-15T11:02:18Z
dc.date.issued2021-04-11
dc.description.abstractThe servitization domain consists of over three decades of multi-disciplinary research on service activities in industrial contexts. Servitization literature combines different research streams that share a set of critical concepts. Existing meta-analytical studies have organized information content of sub-streams, homogenized theoretical propositions, and concepts to discover shared patterns, and identified an implicit meta-narrative. This study reverses the meta-analysis direction to deconstruct the servitization body of knowledge using the dynamic topic modeling (DTM) methodology to analyze 550 research articles. DTM enables complex forms of content analysis that combine quantitative and qualitative analysis. The analysis demonstrates how these streams have informed the development of the servitization domain and shaped the collective construction of this body of knowledge. The contributions of this study are threefold. First, the study increases understanding of the conceptual dynamics and thematic trends within the servitization research domain and the nuances between the sub-streams. The study offers some strategies for the future development of the field, facilitating the renewal of the servitization-related research agenda. Second, it illustrates the role of DTM as an alternative tool for conducting a literature review. Finally, it supports the development of a common language for the servitization field, thereby reducing the entry barriers for new contributors and favoring the knowledge transfer to professionals.-
dc.description.notification© 2021 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)-
dc.description.reviewstatusfi=vertaisarvioitu|en=peerReviewed|-
dc.format.bitstreamtrue
dc.format.contentfi=kokoteksti|en=fulltext|-
dc.format.extent15-
dc.format.pagerange70-84-
dc.identifier.olddbid14026
dc.identifier.oldhandle10024/12419
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/1265
dc.identifier.urnURN:NBN:fi-fe2021041510563-
dc.language.isoeng-
dc.publisherElsevier-
dc.relation.doi10.1016/j.indmarman.2021.04.005-
dc.relation.ispartofjournalIndustrial Marketing Management-
dc.relation.issn1873-2062-
dc.relation.issn0019-8501-
dc.relation.urlhttps://doi.org/10.1016/j.indmarman.2021.04.005-
dc.relation.volume95-
dc.rightsCC BY-NC-ND 4.0-
dc.source.identifierhttps://osuva.uwasa.fi/handle/10024/12419
dc.subjectServitization-
dc.subjectTopic modeling-
dc.subjectNarratives-
dc.subjectLiterature review-
dc.subject.disciplinefi=Strateginen johtaminen|en=Strategic Management|-
dc.titleThe tribes in the field of servitization : Discovering latent streams across 30 years of research-
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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