{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,27]],"date-time":"2026-07-27T23:44:02Z","timestamp":1785195842648,"version":"3.55.0"},"reference-count":99,"publisher":"MDPI AG","issue":"4","license":[{"start":{"date-parts":[[2024,4,2]],"date-time":"2024-04-02T00:00:00Z","timestamp":1712016000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems"],"abstract":"<jats:p>Digital transformation efforts as part of the Fourth Industrial Revolution promise to revolutionize engineering practices. However, given the multitude of technological choices and the diversity of potential investment decisions, many engineering entities are slow and haphazard in their adoption of digital innovations and fail to meet the expectations set for digital engineering and digital transformation. In this study, we analyze the literature on adoption, including a systematic literature review on adoption theory and a characterization of where the research is focused. We introduce the term strategic adoption to represent adoption associated with not a single innovation but rather a digitally transformed and hyperconnected set of innovations in a digital ecosystem. From the analysis of 22 adoption theories\/models and 178 adoption factors, we introduce twelve strategic adoption influencers and make recommendations for their use in accelerating the strategic adoption of digital innovations leading to digital engineering transformation. We discuss the theoretical and practical considerations for strategic adoption influencers and suggest future research directions.<\/jats:p>","DOI":"10.3390\/systems12040118","type":"journal-article","created":{"date-parts":[[2024,4,2]],"date-time":"2024-04-02T10:58:31Z","timestamp":1712055511000},"page":"118","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Strategic Adoption of Digital Innovations Leading to Digital Transformation: A Literature Review and Discussion"],"prefix":"10.3390","volume":"12","author":[{"given":"Joseph M.","family":"Campagna","sequence":"first","affiliation":[{"name":"Systems Engineering Department, Worcester Polytechnic Institute, Worcester, MA 01609-2280, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9869-2137","authenticated-orcid":false,"given":"Shamsnaz V.","family":"Bhada","sequence":"additional","affiliation":[{"name":"Systems Engineering Department, Worcester Polytechnic Institute, Worcester, MA 01609-2280, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2024,4,2]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"3609","DOI":"10.1080\/00207543.2017.1308576","article-title":"Past, present and future of Industry 4.0\u2014A systematic literature review and research agenda proposal","volume":"55","author":"Liao","year":"2017","journal-title":"Int. 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