Critical factors affecting digital transformation in manufacturing companies

dc.contributor.authorChirumalla, Koteshwar
dc.contributor.authorOghazi, Pejvak
dc.contributor.authorNnewuku, Rosa Eluekezi
dc.contributor.authorTuncay, Hatice
dc.contributor.authorYahyapour, Nima
dc.date.accessioned2026-03-04T12:02:00Z
dc.date.issued2025
dc.description.abstractDigital transformation represents a compelling opportunity for manufacturing companies to enhance their competitiveness. This transformative journey offers myriad possibilities, including improved connectivity between workers and machines, as well as seamless machine-to-machine interactions. However, many manufacturing companies encounter challenges when attempting to implement digital transformation effectively. The process of digital transformation is often slow, and most companies find themselves in the early stages of adoption, grappling with the ambiguity surrounding the associated technologies. A systematic approach for the implementation of digital transformation is still elusive for many manufacturing companies. The number of studies exploring digital transformation is increasingly growing, encompassing various sectors and domains. However, within the manufacturing sector, there remains a need for further research and clarity on systematic implementation approaches. To address these issues, this research undertakes a comprehensive analysis to identify the critical factors that influence digital transformation in the manufacturing sector. The objective of this research is to identify the factors that drive the success of digital transformation in manufacturing companies while also uncovering factors that, when neglected, could lead to failure. Through a systematic literature review, this research identifies 11 critical factors. These factors serve as the basis for developing the ARTO model, a structured framework comprising four distinct categories: "Awareness-related factors," "Readiness-related factors," "Technology Selection-related factors," and "Operations-related factors." Moreover, this research incorporates expert perspectives gathered through a survey to refine the ARTO model. This study offers the ARTO model and digital transformation definition as practical tools for successfully implementing digital transformation in manufacturing companies, while also delineating the intricate relationships among the crucial factors. By shedding light on the factors underpinning digital transformation in the manufacturing sector, this research contributes to the ongoing discourse and facilitates more effective adoption of digital transformation strategies.en
dc.description.notification© The Author(s) 2025. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
dc.description.reviewstatusfi=vertaisarvioitu|en=peerReviewed|
dc.format.pagerange52
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/19890
dc.identifier.urnURN:NBN:fi-fe2026030417727
dc.language.isoen
dc.publisherSpringer
dc.relation.doihttps://doi.org/10.1007/s11365-024-01056-3
dc.relation.ispartofjournalInternational entrepreneurship and management journal
dc.relation.issn1555-1938
dc.relation.issn1554-7191
dc.relation.issue1
dc.relation.urlhttps://doi.org/10.1007/s11365-024-01056-3
dc.relation.urlhttps://urn.fi/URN:NBN:fi-fe2026030417727
dc.relation.volume21
dc.rightshttps://creativecommons.org/licenses/by/4.0/
dc.source.identifierWOS:001400083100001
dc.source.identifier2-s2.0-85217629106
dc.source.identifiere13c0164-119e-41f9-8ee7-da0e55f041d7
dc.source.metadataSoleCRIS
dc.subjectDigitalization
dc.subjectIndustry 4.0
dc.subjectDigital technologies
dc.subjectCritical factors
dc.subjectManufacturing industry
dc.subjectTechnology integration
dc.subjectSuccess factors
dc.subjectSmart production
dc.subjectTransition management
dc.subject.disciplinefi=Strateginen johtaminen|en=Strategic Management|
dc.titleCritical factors affecting digital transformation in manufacturing companies
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä (vertaisarvioitu)|en=A1 Journal article (peer-reviewed)|
dc.type.publicationarticle
dc.type.versionpublishedVersion

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