{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T23:13:51Z","timestamp":1768432431164,"version":"3.49.0"},"reference-count":59,"publisher":"Wiley","license":[{"start":{"date-parts":[[2022,1,18]],"date-time":"2022-01-18T00:00:00Z","timestamp":1642464000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Mobile Information Systems"],"published-print":{"date-parts":[[2022,1,18]]},"abstract":"<jats:p>Digital technologies are shown to perform a vital role in developing a resource-efficient industrial base. The effective adoption of digital technologies can help reduce costs and improve the sustainability and flexibility of manufacturing industries. However, how digital technologies favor the transition towards manufacturing systems has not been analyzed in detail yet, so more conceptual and empirical investigation is required in this field. This study investigates the digital transformation trend in the manufacturing industry by combining the bibliometric method with life cycle mode and literature mining. An integrated data analysis system (IDAS) is developed, which includes data collection, data analysis, and visualization processes. As a result, dual-map overlay, keywords clusters, Timeline, and Time zone views are visualized to identify the research trend with the three main aspects: design, larger integrated circuit, and sustainable manufacturing concept evolution. Besides, to recognize potentials for future development of the domain, life cycle model-based technological trajectory is identified, constructing an information society, the combination of tools, and the performance improvement of the whole digital transformation. Moreover, in response to sustainable development, a system considering business strategies and cultural delivery, technological integration, and partner participation and evaluation is developed, which could cope with complex manufacturing processes due to different industrial tasks in different regions.<\/jats:p>","DOI":"10.1155\/2022\/1451705","type":"journal-article","created":{"date-parts":[[2022,1,18]],"date-time":"2022-01-18T22:51:09Z","timestamp":1642546269000},"page":"1-11","source":"Crossref","is-referenced-by-count":14,"title":["The Sustainable Digitalization in the Manufacturing Industry: A Bibliometric Analysis and Research Trend"],"prefix":"10.1155","volume":"2022","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3244-9457","authenticated-orcid":true,"given":"Zhiming","family":"Shang","sequence":"first","affiliation":[{"name":"Business School, Sichuan University, Chengdu 610064, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4572-1341","authenticated-orcid":true,"given":"Liming","family":"Zhang","sequence":"additional","affiliation":[{"name":"Business School, Sichuan University, Chengdu 610064, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2014.02.016"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1108\/bpmj-04-2017-0088"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1080\/07421222.2004.11045794"},{"key":"4","first-page":"7","volume-title":"Industry 4.0-How to Navigate Digitization of the Manufacturing Sector","author":"D. Wee","year":"2015"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.aasri.2012.06.055"},{"key":"6","volume-title":"The Impact of the Fourth Industrial Revolution on Supply Chains","author":"World Economic Forum","year":"2017"},{"issue":"1","key":"7","first-page":"45","article-title":"Digital leadership in business organizations: an overview","volume":"2","author":"D. Araujo","year":"2021","journal-title":"International journal of Educationa Administration and leadership"},{"issue":"1","key":"8","first-page":"27","article-title":"Achieving digital maturity","volume":"59","author":"G. C. Kane","year":"2017","journal-title":"MIT Sloan Management Review"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1080\/08956308.2020.1707003"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2019.01.014"},{"issue":"11","key":"11","first-page":"17","article-title":"Key aspects of strategy and leadership for business transformation","volume":"11","author":"G. Gudergan","year":"2014","journal-title":"The Business Transformation Journal"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1111\/gwao.12489"},{"key":"13","volume-title":"US Department of Defense Awards $70 Million Grant to UI LABS-Led Team","author":"A. Isakson","year":"2014"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-658-05014-6_2"},{"key":"15","article-title":"Automation, digitization and digitalization and their implications for manufacturing processes","author":"A. Schumacher"},{"key":"16","article-title":"CiteSpace II: visualization and knowledge discovery in bibliographic databases","volume":"724","author":"M. B. Synnestvedt","year":"2005","journal-title":"American Medical Informatics Association"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2017.1324224"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2016.02.004"},{"key":"19","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijpe.2020.107617","article-title":"Behind the definition of Industry 4.0: analysis and open questions","volume":"226","author":"G. Culot","year":"2020","journal-title":"International Journal of Production Economics"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1080\/0951192031000089165"},{"issue":"1","key":"21","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/S0160-791X(99)00036-6","article-title":"Constructing the information society: women, information technology, and design","volume":"22","author":"J. E. Fountain","year":"2003","journal-title":"Technology in Society"},{"issue":"4","key":"22","doi-asserted-by":"crossref","first-page":"1","DOI":"10.5815\/ijem.2016.04.01","article-title":"Big data in cyber-physical systems, digital manufacturing and industry 4.0","volume":"6","author":"L. Wang","year":"2016","journal-title":"International Journal of Engineering and Manufacturing (IJEM)"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.3390\/pr7110818"},{"key":"24","volume-title":"The Structure of Scientific Revolutions","author":"T. Kuhn","year":"1962"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.2307\/30036530"},{"issue":"1","key":"26","first-page":"17","article-title":"What I.T. infrastructure capabilities are needed to implement e-business models","volume":"1","author":"P. Weill","year":"2002","journal-title":"MIS Quarterly"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1080\/019722400128293"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1287\/isre.1070.0133"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1243\/09544054jem1241"},{"issue":"3","key":"30","first-page":"1","article-title":"The nine elements of digital transformation","volume":"55","author":"G. Westerman","year":"2014","journal-title":"MIT Sloan Management Review"},{"issue":"3\u20135","key":"31","first-page":"1313","article-title":"Digital transformation of primarily physical industries-exploring the impact of digital trends on business models of automobile manufacturers","volume":"88","author":"A. Hanelt","year":"2015","journal-title":"Wirtschaftsinformatik"},{"key":"32","volume-title":"The Global Information Society","author":"W. J. Martin","year":"2015"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.1080\/08874417.2017.1312635"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2019.01.007"},{"key":"35","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-014-0334-4"},{"key":"36","doi-asserted-by":"publisher","DOI":"10.1108\/jmtm-02-2018-0057"},{"issue":"4","key":"37","first-page":"149","article-title":"How information gives you a competitive advantage","volume":"63","author":"M. E. Porter","year":"1985","journal-title":"Harvard Business Review"},{"key":"38","doi-asserted-by":"publisher","DOI":"10.1093\/icc\/dtp023"},{"key":"39","volume-title":"Handbook of Strategy and Management","author":"A. M. Pettigrew","year":"2001"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.2307\/249364"},{"key":"41","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsis.2012.04.002"},{"issue":"4","key":"42","doi-asserted-by":"crossref","first-page":"667","DOI":"10.1111\/j.1540-5915.2009.00246.x","article-title":"Supply chain strategy, product characteristics, and performance impact: evidence from Chinese manufacturers","volume":"40","author":"Y. Qi","year":"2014","journal-title":"Decision Sciences"},{"key":"43","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2012.09.018"},{"key":"44","doi-asserted-by":"publisher","DOI":"10.1016\/j.indmarman.2020.02.012"},{"key":"45","doi-asserted-by":"publisher","DOI":"10.25300\/misq\/2013\/37.2.09"},{"key":"46","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2016.1252864"},{"key":"47","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2018.05.002"},{"key":"48","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2017.02.016"},{"key":"49","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2019.117626"},{"key":"50","doi-asserted-by":"publisher","DOI":"10.1007\/s11846-018-0283-2"},{"key":"51","doi-asserted-by":"publisher","DOI":"10.1007\/s40194-019-00723-2"},{"key":"52","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2008.02.008"},{"key":"53","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2020.07.044"},{"key":"54","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2017.09.010"},{"issue":"11","key":"55","first-page":"19","article-title":"Digital ubiquity: how connections, sensors, and data are revolutionizing business","volume":"92","author":"M. Iansiti","year":"2014","journal-title":"Harvard Business Review"},{"key":"56","doi-asserted-by":"publisher","DOI":"10.1111\/radm.12153"},{"key":"57","doi-asserted-by":"publisher","DOI":"10.1016\/j.aos.2008.07.003"},{"key":"58","doi-asserted-by":"publisher","DOI":"10.1016\/j.bar.2013.10.001"},{"key":"59","doi-asserted-by":"publisher","DOI":"10.25300\/misq\/2013\/37:2.3"}],"container-title":["Mobile Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/misy\/2022\/1451705.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/misy\/2022\/1451705.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/misy\/2022\/1451705.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,18]],"date-time":"2022-01-18T22:51:28Z","timestamp":1642546288000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/misy\/2022\/1451705\/"}},"subtitle":[],"editor":[{"given":"Hasan Ali","family":"Khattak","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2022,1,18]]},"references-count":59,"alternative-id":["1451705","1451705"],"URL":"https:\/\/doi.org\/10.1155\/2022\/1451705","relation":{},"ISSN":["1875-905X","1574-017X"],"issn-type":[{"value":"1875-905X","type":"electronic"},{"value":"1574-017X","type":"print"}],"subject":[],"published":{"date-parts":[[2022,1,18]]}}}