{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T08:08:29Z","timestamp":1775808509796,"version":"3.50.1"},"reference-count":15,"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":[[2026,2,18]],"date-time":"2026-02-18T00:00:00Z","timestamp":1771372800000},"content-version":"vor","delay-in-days":48,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"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.2026.02.061","type":"journal-article","created":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T07:18:00Z","timestamp":1774250280000},"page":"197-206","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Exploring Themes and Determinants of Industry 4.0 Adoption in Smart Manufacturing Sector: A Mixed-Methods Approach"],"prefix":"10.1016","volume":"277","author":[{"given":"Rupali","family":"Saini","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sunil","family":"Sharma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vivek","family":"Soni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/j.procs.2026.02.061_bib1","doi-asserted-by":"crossref","unstructured":"Amarnath, B. (2022). Technology Identification In Industry 4.0 With the Help of Text Mining. Interantional Journal of Scientific Research in Engineering and Management. https:\/\/doi.org\/10.55041\/ijsrem14632.","DOI":"10.55041\/IJSREM14632"},{"key":"10.1016\/j.procs.2026.02.061_bib2","doi-asserted-by":"crossref","unstructured":"B. Bajic, A. Rikalovic, N. Suzic and V. Piuri, \"Industry 4.0 Implementation Challenges and Opportunities: A Managerial Perspective,\" in IEEE Systems Journal, vol. 15, no. 1, pp. 546-559, March 2021, https:\/\/doi: 10.1109\/JSYST.2020.3023041","DOI":"10.1109\/JSYST.2020.3023041"},{"key":"10.1016\/j.procs.2026.02.061_bib3","doi-asserted-by":"crossref","unstructured":"Dogra, V., Verma, S., K., Chatterjee, P., Shafi, J., Choi, J., & Ijaz, M. (2022). A Complete Process of Text Classification System Using State-of-the-Art NLP Models. Computational Intelligence and Neuroscience, 2022. https:\/\/doi.org\/10.1155\/2022\/1883698.","DOI":"10.1155\/2022\/1883698"},{"key":"10.1016\/j.procs.2026.02.061_bib4","doi-asserted-by":"crossref","unstructured":"G\u0142adysz, B., Tran, T., Romero, D., Van Erp, T., Abonyi, J., & Ruppert, T. (2023). Current development on the Operator 4.0 and transition towards the Operator 5.0: A systematic literature review in light of Industry 5.0. Journal of Manufacturing Systems. https:\/\/doi.org\/10.1016\/j.jmsy.2023.07.008.","DOI":"10.1016\/j.jmsy.2023.07.008"},{"key":"10.1016\/j.procs.2026.02.061_bib5","series-title":"A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (2nd ed.). Sage Publications Inc.","author":"Hair","year":"2017"},{"key":"10.1016\/j.procs.2026.02.061_bib6","doi-asserted-by":"crossref","unstructured":"Jayashree, S., Hassan Reza, M. N., Malarvizhi, C. A. N., Maheswari, H., Hosseini, Z., & Kasim, A. (2021). Article the impact of technological innovation on industry 4.0 implementation and sustainability: An empirical study on malaysian small and medium sized enterprises. Sustainability (Switzerland), 13(18). https:\/\/doi.org\/10.3390\/su131810115","DOI":"10.3390\/su131810115"},{"key":"10.1016\/j.procs.2026.02.061_bib7","doi-asserted-by":"crossref","unstructured":"Jayashree, S., Reza, M. N. H., Malarvizhi, C. A. N., Gunasekaran, A., & Rauf, M. A. (2022). Testing an adoption model for Industry 4.0 and sustainability: A Malaysian scenario. Sustainable Production and Consumption, 31, 313\u2013330. https:\/\/doi.org\/10.1016\/j.spc.2022.02.015","DOI":"10.1016\/j.spc.2022.02.015"},{"key":"10.1016\/j.procs.2026.02.061_bib8","unstructured":"Kagermann, H., Wahlster, W. and Helbig, J. (2013) Securing the Future of German Manufacturing Industry: Recommendations for Implementing the Strategic Initiative Industrie 4.0. Final Report of the Industrie 4.0 Working Group, Acatech National Academy of Science and Engineering, 678 p."},{"key":"10.1016\/j.procs.2026.02.061_bib9","doi-asserted-by":"crossref","unstructured":"Kamble, S. S., & Gunasekaran, A. (2023). Analysing the role of Industry 4.0 technologies and circular economy practices in improving sustainable performance in Indian manufacturing organisations. Production Planning and Control, 34(10), 887\u2013901. https:\/\/doi.org\/10.1080\/09537287.2021.1980904","DOI":"10.1080\/09537287.2021.1980904"},{"key":"10.1016\/j.procs.2026.02.061_bib10","doi-asserted-by":"crossref","unstructured":"Kumar, S., & Bhatia, M. (2021). Environmental dynamism, industry 4.0 and performance: Mediating role of organizational and technological factors. Industrial Marketing Management. https:\/\/doi.org\/10.1016\/J.INDMARMAN.2021.03.010.","DOI":"10.1016\/j.indmarman.2021.03.010"},{"key":"10.1016\/j.procs.2026.02.061_bib11","first-page":"416","article-title":"Text mining of industry 4.0 job advertisements.","volume":"50","author":"Peji\u0107-Bach","year":"2020","journal-title":"Int. J. Inf. Manag."},{"key":"10.1016\/j.procs.2026.02.061_bib12","doi-asserted-by":"crossref","unstructured":"P\u00e9rez-Lara, M., Saucedo-Mart\u00ednez, J. A., Marmolejo-Saucedo, J. A., Salais-Fierro, T. E., & Vasant, P. (2020). Vertical and horizontal integration systems in Industry 4.0. Wireless Networks, 26(7), 4767\u20134775. https:\/\/doi.org\/10.1007\/s11276-018-1873-2","DOI":"10.1007\/s11276-018-1873-2"},{"key":"10.1016\/j.procs.2026.02.061_bib13","doi-asserted-by":"crossref","first-page":"10851","DOI":"10.1007\/s10639-023-12235-0","article-title":"Text mining applied to distance higher education: A systematic literature review.","volume":"29","author":"Takaki","year":"2023","journal-title":"Educ. Inf. Technol."},{"key":"10.1016\/j.procs.2026.02.061_bib14","unstructured":"Tornatzky, L. G., & Fleischer, M. (1990). The processes of technological innovation. Lexington Books."},{"key":"10.1016\/j.procs.2026.02.061_bib15","doi-asserted-by":"crossref","unstructured":"Tortorella, G. L., & Fettermann, D. (2018). Implementation of Industry 4.0 and lean production in Brazilian manufacturing companies. International Journal of Production Research, 56(8), 2975\u20132987. https:\/\/doi.org\/10.1080\/00207543.2017.1391420","DOI":"10.1080\/00207543.2017.1391420"}],"container-title":["Procedia Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926001778?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926001778?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T07:32:41Z","timestamp":1775806361000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1877050926001778"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":15,"alternative-id":["S1877050926001778"],"URL":"https:\/\/doi.org\/10.1016\/j.procs.2026.02.061","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":"Exploring Themes and Determinants of Industry 4.0 Adoption in Smart Manufacturing Sector: A Mixed-Methods Approach","name":"articletitle","label":"Article Title"},{"value":"Procedia Computer Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.procs.2026.02.061","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"}]}}