“Why do we need them?”: Digital technologies and small and medium-sized enterprises’ performance

dc.contributor.authorGarcia, R. C.
dc.contributor.authorFerreira, F. A. F.
dc.contributor.authorKannan, D.
dc.contributor.authorFerreira, N. C. M. Q. F.
dc.date.accessioned2026-03-19T12:27:51Z
dc.date.available2026-03-19T12:27:51Z
dc.date.issued2026
dc.date.updated2026-03-19T12:23:56Z
dc.description.abstractIn an increasingly digitalized world, enterprises that neglect to adapt and innovate risk losing their competitive edge and lagging behind industry trends. Recognizing the unique challenges that small and medium-sized enterprises (SMEs) encounter in this transformative process, there is a pressing need for an evaluation system to aid decision-making regarding digital technology factors that can enhance the performance of these firms. This study employs a multiple-criteria decision analysis (MCDA) approach that integrates cognitive mapping and the Best–Worst Method (BWM) to systematically identify evaluation criteria and their intricate interactions. To ensure the relevance and applicability of the research findings, a panel of experts was recruited from among professionals with knowledge and experience in this area, who were able to provide added value to the research. The results include a proposed decision-support model, the practical potential of which was discussed and validated by both the panel members and a project manager from COTEC Portugal—a leading think-and-action network dedicated to advancing technology diffusion and business innovation cooperation. Due to its process-oriented nature, this research contributes to bridging the gap between theoretical insights and practical applications. Its contributions and limitations are also analyzed, offering valuable insights for researchers, practitioners and policymakers alike. Overall, this comprehensive and unique approach addresses the critical need for understanding the nuanced interplay between digital technologies and SME performance in today’s dynamic business environment.eng
dc.description.versioninfo:eu-repo/semantics/publishedVersion
dc.identifier.citationGarcia, R. C., Ferreira, F. A. F., Kannan, D., & Ferreira, N. C. M. Q. F. (2026). “Why do we need them?”: Digital technologies and small and medium-sized enterprises’ performance. Annals of Operations Research, 358(3), 1219-1244. https://doi.org/10.1007/s10479-025-07023-7
dc.identifier.doi10.1007/s10479-025-07023-7
dc.identifier.issn0254-5330
dc.identifier.urihttp://hdl.handle.net/10071/36673
dc.language.isoeng
dc.number3
dc.pagination1219 - 1244
dc.peerreviewedyes
dc.publisherSpringer
dc.rightsopen access
dc.subjectBest–Worst Method (BWM)eng
dc.subjectCognitive mappingeng
dc.subjectDigital technologieseng
dc.subjectFirm performanceeng
dc.subjectSmall and medium-sized enterprises (SMEs)eng
dc.subject.fosDomínio/Área Científica::Ciências Sociais::Economia e Gestãopor
dc.title“Why do we need them?”: Digital technologies and small and medium-sized enterprises’ performanceeng
dc.typearticle
dc.volume358
dspace.entity.typePublicationen
iscte.alternateIdentifiers.scopus2-s2.0-105029694447
iscte.alternateIdentifiers.wosWOS:WOS:001681801600001
iscte.identifier.cienciahttps://ciencia.iscte-iul.pt/id/ci-pub-116297
iscte.journalAnnals of Operations Research
iscte.subject.odsIndústria, inovação e infraestruturaspor

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