{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T16:21:06Z","timestamp":1783527666929,"version":"3.55.0"},"reference-count":43,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T00:00:00Z","timestamp":1771459200000},"content-version":"vor","delay-in-days":49,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100003170","name":"Knowledge Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003170","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100003077","name":"Knowledge Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100003077","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Procedia Computer Science"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1016\/j.procs.2026.02.112","type":"journal-article","created":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T07:17:59Z","timestamp":1774250279000},"page":"705-717","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Navigating Contextual Complexity in Smart and Sustainable Production: A Comparative Study on the Selection and Integration of Digital Technologies"],"prefix":"10.1016","volume":"277","author":[{"given":"Natalie","family":"Agerskans","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jessica","family":"Bruch","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohammad","family":"Ashjaei","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nicolas","family":"Leberruyer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Koteshwar","family":"Chirumalla","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"10","key":"10.1016\/j.procs.2026.02.112_bib1","doi-asserted-by":"crossref","first-page":"5495","DOI":"10.3390\/su13105495","article-title":"Sustainable, Smart, and Sensing Technologies for Cyber-Physical Manufacturing Systems: A Systematic Literature Review","volume":"13","author":"Andronie","year":"2021","journal-title":"Sustainability"},{"key":"10.1016\/j.procs.2026.02.112_bib2","doi-asserted-by":"crossref","first-page":"105499","DOI":"10.1016\/j.scs.2024.105499","article-title":"Artificial Intelligence and Sustainable Development Goals: Systematic Literature Review of the Construction Industry","volume":"108","author":"Regona","year":"2024","journal-title":"Sustainable Cities and Society"},{"key":"10.1016\/j.procs.2026.02.112_bib3","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1016\/j.jmsy.2018.01.006","article-title":"Data-driven smart manufacturing","volume":"48","author":"Tao","year":"2018","journal-title":"Journal of Manufacturing Systems"},{"key":"10.1016\/j.procs.2026.02.112_bib4","doi-asserted-by":"crossref","first-page":"100257","DOI":"10.1016\/j.jii.2021.100257","article-title":"Industry 5.0: A survey on enabling technologies and potential applications","volume":"26","author":"Maddikunta","year":"2022","journal-title":"Journal of Industrial Information Integration"},{"key":"10.1016\/j.procs.2026.02.112_bib5","first-page":"Munich","author":"Schuh","year":"2020","journal-title":"Industrie 4.0 Maturity Index: Managing the Digital Transformation of Companies."},{"issue":"1","key":"10.1016\/j.procs.2026.02.112_bib6","doi-asserted-by":"crossref","first-page":"543","DOI":"10.1007\/s10479-023-05472-6","article-title":"Smart manufacturing as a strategic tool to mitigate sustainable manufacturing challenges: a case approach","volume":"331","author":"Kannan","year":"2023","journal-title":"Annals of Operations Research"},{"issue":"14","key":"10.1016\/j.procs.2026.02.112_bib7","doi-asserted-by":"crossref","first-page":"5221","DOI":"10.3390\/en15145221","article-title":"From Industry 4.0 towards Industry 5.0: A Review and Analysis of Paradigm Shift for the People, Organization and Technology","volume":"15","author":"Zizic","year":"2022","journal-title":"Energies"},{"key":"10.1016\/j.procs.2026.02.112_bib8","first-page":"1463","article-title":"Industry 5.0 and sustainable manufacturing: a systematic literature review Industry 5.0 and SM","volume":"32","author":"Narkhede","year":"2024","journal-title":"Benchmarking: An International Journal"},{"key":"10.1016\/j.procs.2026.02.112_bib9","first-page":"1","article-title":"A data flow framework to support the selection and integration of digital technologies for smart production","author":"Agerskans","year":"2025","journal-title":"International Journal of Production Research"},{"key":"10.1016\/j.procs.2026.02.112_bib10","doi-asserted-by":"crossref","unstructured":"Hamzeh, R., et al. A Technology Selection Framework for Manufacturing Companies in the Context of Industry 4.0. in 2018 World Symposium on Digital Intelligence for Systems and Machines (DISA). 2018.","DOI":"10.1109\/DISA.2018.8490606"},{"key":"10.1016\/j.procs.2026.02.112_bib11","doi-asserted-by":"crossref","unstructured":"Zeid, A., et al., Interoperability in smart manufacturing: Research challenges. Machines, 2019. 7(2).","DOI":"10.3390\/machines7020021"},{"issue":"3","key":"10.1016\/j.procs.2026.02.112_bib12","doi-asserted-by":"crossref","first-page":"1118","DOI":"10.1080\/00207543.2017.1372647","article-title":"The industrial management of SMEs in the era of Industry 4.0","volume":"56","author":"Moeuf","year":"2018","journal-title":"International Journal of Production Research"},{"key":"10.1016\/j.procs.2026.02.112_bib13","doi-asserted-by":"crossref","unstructured":"Bertoncel, T., I. Erenda, and M. Me\u0161ko, Managerial early warning system as best practice for project selection at a smart factory. Amfiteatru Economic, 2018. Vol. 20: p. 805-819.","DOI":"10.24818\/EA\/2018\/49\/805"},{"key":"10.1016\/j.procs.2026.02.112_bib14","first-page":"1","article-title":"Selection of Manufacturing Technologies in the Context of Digital Transformation: A Systematic Review","author":"Santos","year":"2023","journal-title":"IEEE Engineering Management Review"},{"issue":"1","key":"10.1016\/j.procs.2026.02.112_bib15","doi-asserted-by":"crossref","first-page":"247","DOI":"10.3390\/su10010247","article-title":"What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability","volume":"10","author":"M\u00fcller","year":"2018","journal-title":"Sustainability"},{"key":"10.1016\/j.procs.2026.02.112_bib16","doi-asserted-by":"crossref","unstructured":"Silva, J., et al., Decision making in the process of choosing and deploying industry 4.0 technologies. Gest\u00e3o & Produ\u00e7\u00e3o, 2022. 29.","DOI":"10.1590\/1806-9649-2022v29e163"},{"key":"10.1016\/j.procs.2026.02.112_bib17","doi-asserted-by":"crossref","unstructured":"Bellgran, M. and K. S\u00e4fsten, Production development: Design and operation of production systems. Production Development: Design and Operation of Production Systems. 2010: Springer London. 1-340.","DOI":"10.1007\/978-1-84882-495-9"},{"issue":"1","key":"10.1016\/j.procs.2026.02.112_bib18","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1016\/S1047-8310(99)80007-8","article-title":"A reexamination of product and process innovations using a knowledge-based view","volume":"10","author":"Gopalakrishnan","year":"1999","journal-title":"The Journal of High Technology Management Research"},{"key":"10.1016\/j.procs.2026.02.112_bib19","doi-asserted-by":"crossref","unstructured":"Klingenberg, C.O., M.A.V. Borges, and J.A.V. Antunes Jr, Industry 4.0 as a data-driven paradigm: a systematic literature review on technologies. Journal of Manufacturing Technology Management, 2019.","DOI":"10.1108\/JMTM-09-2018-0325"},{"key":"10.1016\/j.procs.2026.02.112_bib20","doi-asserted-by":"crossref","unstructured":"Zheng, T., et al., The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review. International Journal of Production Research, 2020.","DOI":"10.1080\/00207543.2020.1824085"},{"issue":"8","key":"10.1016\/j.procs.2026.02.112_bib21","doi-asserted-by":"crossref","first-page":"2941","DOI":"10.1080\/00207543.2018.1444806","article-title":"Industry 4.0: state of the art and future trends","volume":"56","author":"Xu","year":"2018","journal-title":"International Journal of Production Research"},{"issue":"18","key":"10.1016\/j.procs.2026.02.112_bib22","doi-asserted-by":"crossref","first-page":"3800","DOI":"10.3390\/electronics12183800","article-title":"AI in IIoT Management of Cybersecurity for Industry 4.0 and Industry 5.0 Purposes","volume":"12","author":"Czeczot","year":"2023","journal-title":"Electronics"},{"issue":"8","key":"10.1016\/j.procs.2026.02.112_bib23","doi-asserted-by":"crossref","first-page":"3938","DOI":"10.3390\/s23083938","article-title":"Human-Centric Digital Twins in Industry: A Comprehensive Review of Enabling Technologies and Implementation Strategies","volume":"23","author":"Asad","year":"2023","journal-title":"Sensors"},{"key":"10.1016\/j.procs.2026.02.112_bib24","series-title":"Enabling an AI-Based Defect Detection Approach to Facilitate Zero Defect Manufacturing. in Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures.","author":"Leberruyer","year":"2023"},{"issue":"9","key":"10.1016\/j.procs.2026.02.112_bib25","doi-asserted-by":"crossref","first-page":"4960","DOI":"10.3390\/su14094960","article-title":"Towards the Smart Circular Economy Paradigm: A Definition, Conceptualization, and Research Agenda","volume":"14","author":"Bressanelli","year":"2022","journal-title":"Sustainability"},{"key":"10.1016\/j.procs.2026.02.112_bib26","doi-asserted-by":"crossref","first-page":"1177","DOI":"10.3390\/app8071177","article-title":"Opportunities for Industry 4.0 to Support Remanufacturing","volume":"8","author":"Yang","year":"2018","journal-title":"Applied Sciences"},{"key":"10.1016\/j.procs.2026.02.112_bib27","unstructured":"Potting, J., et al., Circular Economy: Measuring innovation in the product chain. 2017."},{"key":"10.1016\/j.procs.2026.02.112_bib28","unstructured":"Agerskans, N., Digital Technologies for Enabling Smart Production: Examining the Aspects of Selection and Integration, in M\u00e4lardalen University Press Licentiate Theses. 2023, M\u00e4lardalens universitet: V\u00e4ster\u00e5s. p. 51."},{"issue":"8","key":"10.1016\/j.procs.2026.02.112_bib29","doi-asserted-by":"crossref","first-page":"1537","DOI":"10.1080\/13528160412331326478","article-title":"Practical common weight multi-criteria decision-making approach with an improved discriminating power for technology selection","volume":"43","author":"Karsak","year":"2005","journal-title":"International Journal of Production Research"},{"key":"10.1016\/j.procs.2026.02.112_bib30","unstructured":"Lamb, M. and M. Gregory. Industrial concerns in technology selection. in Innovation in Technology Management. The Key to Global Leadership. PICMET \u201897. 1997."},{"key":"10.1016\/j.procs.2026.02.112_bib31","first-page":"1","article-title":"A new DEA common-weight multi-criteria decision-making approach for technology selection","volume":"58","author":"Chu","year":"2019","journal-title":"International Journal of Production Research"},{"issue":"8","key":"10.1016\/j.procs.2026.02.112_bib32","doi-asserted-by":"crossref","first-page":"2384","DOI":"10.1080\/00207543.2019.1630775","article-title":"Determinants of information and digital technology implementation for smart manufacturing","volume":"58","author":"Ghobakhloo","year":"2020","journal-title":"International Journal of Production Research"},{"issue":"5","key":"10.1016\/j.procs.2026.02.112_bib33","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1080\/08956308.2018.1471277","article-title":"Smart Factory Implementation and Process Innovation","volume":"61","author":"Sj\u00f6din","year":"2018","journal-title":"Research-Technology Management"},{"issue":"10","key":"10.1016\/j.procs.2026.02.112_bib34","doi-asserted-by":"crossref","first-page":"2067","DOI":"10.1016\/j.ifacol.2022.10.012","article-title":"Modeling: Integration of Lean and Technologies of Industry 4.0 for Enterprise Performance","volume":"55","author":"Ortega","year":"2022","journal-title":"IFAC-PapersOnLine"},{"key":"10.1016\/j.procs.2026.02.112_bib35","doi-asserted-by":"crossref","first-page":"108224","DOI":"10.1016\/j.ijpe.2021.108224","article-title":"Integration of Industry 4.0 technologies into Total Productive Maintenance practices","volume":"240","author":"Tortorella","year":"2021","journal-title":"International Journal of Production Economics"},{"key":"10.1016\/j.procs.2026.02.112_bib36","doi-asserted-by":"crossref","first-page":"154","DOI":"10.1016\/j.ijpe.2017.06.010","article-title":"Maintenance in digitalised manufacturing: Delphi-based scenarios for 2030","volume":"191","author":"Bokrantz","year":"2017","journal-title":"International Journal of Production Economics"},{"issue":"1","key":"10.1016\/j.procs.2026.02.112_bib37","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1080\/00207543.2021.1988750","article-title":"Design and development of automobile assembly model using federated artificial intelligence with smart contract","volume":"60","author":"Manimuthu","year":"2022","journal-title":"International Journal of Production Research"},{"issue":"6","key":"10.1016\/j.procs.2026.02.112_bib38","doi-asserted-by":"crossref","first-page":"910","DOI":"10.1108\/JMTM-02-2018-0057","article-title":"The future of manufacturing industry: a strategic roadmap toward Industry 4.0","volume":"29","author":"Ghobakhloo","year":"2018","journal-title":"Journal of Manufacturing Technology Management"},{"issue":"6","key":"10.1016\/j.procs.2026.02.112_bib39","first-page":"467","article-title":"The Architecture of Complexity","volume":"106","author":"Simon","year":"1962","journal-title":"Proceedings of the American Philosophical Society"},{"issue":"4","key":"10.1016\/j.procs.2026.02.112_bib40","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1007\/s10696-006-9028-7","article-title":"Flexible and reconfigurable manufacturing systems paradigms","volume":"17","author":"ElMaraghy","year":"2005","journal-title":"International Journal of Flexible Manufacturing Systems"},{"key":"10.1016\/j.procs.2026.02.112_bib41","doi-asserted-by":"crossref","unstructured":"Ashby, W.R., An introduction to cybernetics. 1956: Chapman & Hall.","DOI":"10.5962\/bhl.title.5851"},{"issue":"4","key":"10.1016\/j.procs.2026.02.112_bib42","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1007\/s12599-014-0334-4","article-title":"Industry 4.0","volume":"6","author":"Lasi","year":"2014","journal-title":"Business and Information Systems Engineering"},{"key":"10.1016\/j.procs.2026.02.112_bib43","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1191\/1478088706qp063oa","article-title":"Using thematic analysis in psychology","volume":"3","author":"Braun","year":"2006","journal-title":"Qualitative Research in Psychology"}],"container-title":["Procedia Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926002280?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926002280?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T15:45:21Z","timestamp":1783525521000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1877050926002280"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":43,"alternative-id":["S1877050926002280"],"URL":"https:\/\/doi.org\/10.1016\/j.procs.2026.02.112","relation":{},"ISSN":["1877-0509"],"issn-type":[{"value":"1877-0509","type":"print"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Navigating Contextual Complexity in Smart and Sustainable Production: A Comparative Study on the Selection and Integration of Digital Technologies","name":"articletitle","label":"Article Title"},{"value":"Procedia Computer Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.procs.2026.02.112","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Author(s). Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}