The DOI matches its Crossref record; 16 of the 16 references it cites were found in a registry or an index.
Behind the definition of Industry 4.0: Analysis and open questions
Open accessAbstract
Abstract The many scholars approaching Industry 4.0 today need to confront the lack of an agreed-upon definition, posing serious limitations to theory building and research comparability. Since its initial German conceptualization in 2011, both the technological landscape and the understanding of the Industry 4.0 have evolved significantly leading to several ambiguities. In parallel, similar concepts often used as synonyms − such as “smart manufacturing”, “digital transformation”, and “fourth industrial revolution” − have increased the sense of confusion around the scope and characteristics of the phenomenon. This study approaches the issue through an analysis of almost 100 definitions of Industry 4.0 and related concepts. The review of academic publications has been complemented by a selection of the most influential non-academic sources, including governmental bodies and consulting companies. Each definition has been broken down into its underlying technological and non-technological definitional elements. This categorization will serve as a basis for future research to approach the phenomenon in its multiple facets.
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Lasi, H., Fettke, P., Kemper, H.-G., Feld, T., & Hoffmann, M. (2014) · Business & Information Systems Engineering · doi:10.1007/s12599-014-0334-4 · Cited by 4,276
Towards a theory of ecosystems
Jacobides, M. G., Cennamo, C., & Gawer, A. (2018) · Strategic Management Journal · doi:10.1002/smj.2904 · Cited by 3,724
Industry 4.0: A survey on technologies, applications and open research issues
Lu, Y. (2017) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2017.04.005 · Cited by 3,012
Chen, M., Mao, S., & Liu, Y. (2014) · Mobile Networks and Applications · doi:10.1007/s11036-013-0489-0 · Cited by 2,913
Internet of things and supply chain management: A literature review
Ben-Daya, M., Hassini, E., & Bahroun, Z. (2019) · International Journal of Production Research · doi:10.1080/00207543.2017.1402140 · Cited by 1,501
Kamble, S. S., Gunasekaran, A., & Gawankar, S. A. (2018) · Process Safety and Environmental Protection · doi:10.1016/j.psep.2018.05.009 · Cited by 1,440
Vaidya, S., Ambad, P., & Bhosle, S. (2018) · Procedia Manufacturing · doi:10.1016/j.promfg.2018.02.034 · Cited by 1,352
Kusiak, A. (2018) · International Journal of Production Research · doi:10.1080/00207543.2017.1351644 · Cited by 1,330
The industrial management of SMEs in the era of Industry 4.0
Moeuf, A., Pellerin, R., Lamouri, S., Tamayo-Giraldo, S., & Barbaray, R. (2018) · International Journal of Production Research · doi:10.1080/00207543.2017.1372647 · Cited by 1,188
Industry 4.0 Concept: Background and Overview
Rojko, A. (2017) · International Journal of Interactive Mobile Technologies (iJIM) · doi:10.3991/ijim.v11i5.7072 · Cited by 1,023
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Alkaraan, F., Albitar, K., Hussainey, K., & Venkatesh, V. (2022) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2021.121423 · Cited by 422
Digital transformation success under Industry 4.0: a strategic guideline for manufacturing SMEs
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Soni, G., Kumar, S., Mahto, R. V., Mangla, S. K., Mittal, M. L., & Lim, W. M. (2022) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2022.121686 · Cited by 282
Employment 5.0: The work of the future and the future of work
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Metadata
- Authors
- Culot, G., Nassimbeni, G., Orzes, G., & Sartor, M.
- Venue
- International Journal of Production Economics
- Publisher
- Elsevier BV
- Published
- 2020-08
- Volume
- 226
- Pages
- 107617
- ISSN
- 0925-5273 (ISSN-L)
- OpenAlex
- W2999968165
- Cited by
- 692
- References
- 16
- FWCI
- 65.05
- Type
- journal article
- Language
- en
- Open access
- green
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
