Publication Cover
Production Planning & Control
The Management of Operations
Volume 31, 2020 - Issue 16
4,869
Views
108
CrossRef citations to date
0
Altmetric
Original Articles

Industry 4.0 strategies and technological developments. An exploratory research from Italian manufacturing companies

ORCID Icon, &
Pages 1385-1398 | Received 03 Jul 2019, Accepted 26 Dec 2019, Published online: 06 Jan 2020

References

  • Agrifoglio, R., C. Cannavale, E. Laurenza, and C. Metallo. 2017. “How Emerging Digital Technologies Affect Operations Management through Co-Creation. Empirical Evidence from the Maritime Industry.” Production Planning & Control 28 (16): 1298–1306. doi:10.1080/09537287.2017.1375150.
  • Asmae, A.,. S. Souhail, Z. El Moukhtar, and B. Hussein. 2017. “Using Ontologies for the Integration of Information Systems Dedicated to Product and Those of Systems Monitoring.” Paper presented at International Colloquium on Logistics and Supply Chain Management (LOGISTIQUA), April 2017, 59–64, Rabat. IEEE.
  • Belvedere, V., and A. Grando. 2017a. Sustainable Operations and Supply Chain Management. New York, NY: John Wiley & Sons.
  • Belvedere, V., and A. Grando. 2017b. “ICT-Enabled Time Performance: An Investigation of Value Creation Mechanisms.” Production Planning & Control 28 (1): 75–88. doi:10.1080/09537287.2016.1233359.
  • Bibby, L., and B. Dehe. 2018. “Defining and Assessing Industry 4.0 Maturity Levels – Case of the Defence Sector.” Production Planning & Control 29 (12): 1030–1043. doi:10.1080/09537287.2018.1503355.
  • Bilberg, A., and R. Hadar. 2012. “Adaptable and Reconfigurable LEAN Automation - A Competitive Solution in the Western Industry.” Paper presented at Proceedings of the 22th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM), May 2012, Helsinki, Finland.
  • Boothroyd, G. 1994. “Product Design for Manufacture and Assembly.” Computer-Aided Design 26 (7): 505–520. doi:10.1016/0010-4485(94)90082-5.
  • Boothroyd, G., P. Dewhurst, and W. Knight. 2010. Product Design for Manufacture and Assembly. New York, NY: CRC Press.
  • Bressanelli, G., F. Adrodegari, M. Perona, and N. Saccani. 2018. “Exploring How Usage-Focused Business Models Enable Circular Economy through Digital Technologies.” Sustainability 10 (3): 639.
  • Bronzini, R., and P. Piselli. 2016. “The Impact of R&D Subsidies on Firm Innovation.” Research Policy 45 (2): 442–457. doi:10.1016/j.respol.2015.10.008.
  • Buer, S. V., J. O. Strandhagen, and F. T. Chan. 2018. “The Link between Industry 4.0 and Lean Manufacturing: Mapping Current Research and Establishing a Research Agenda.” International Journal of Production Research 56 (8): 2924–2940. doi:10.1080/00207543.2018.1442945.
  • Büyüközkan, G., and F. Göçer. 2018. “Digital Supply Chain: Literature Review and a Proposed Framework for Future Research.” Computers in Industry 97: 157–177. doi:10.1016/j.compind.2018.02.010.
  • Chay, T., Y. Xu, A. Tiwari, and F. Chay. 2015. “Towards Lean Transformation: The Analysis of Lean Implementation Frameworks.” Journal of Manufacturing Technology Management 26 (7): 1031–1052. doi:10.1108/JMTM-10-2013-0143.
  • Chiarini, A., and E. Vagnoni. 2017a. “Differences in Implementing Corporate Social Responsibility through SA8000 and ISO 26000 Standards: Research from European Manufacturing.” Journal of Manufacturing Technology Management 28 (4): 438–457. doi:10.1108/JMTM-12-2016-0170.
  • Chiarini, A., and E. Vagnoni. 2017b. “Strategies for Modern Operations Management: Answers from European Manufacturing Companies.” Benchmarking: An International Journal 24 (4): 1065–1081. doi:10.1108/BIJ-11-2015-0115.
  • Cirulis, A., and E. Ginters. 2013. “Augmented Reality in Logistics.” Procedia Computer Science 26: 14–20. doi:10.1016/j.procs.2013.12.003.
  • Czarnitzki, D., and C. Lopes-Bento. 2014. “Innovation Subsidies: Does the Funding Source Matter for Innovation Intensity and Performance? Empirical Evidence from Germany.” Industry and Innovation 21 (5): 380–409. doi:10.1080/13662716.2014.973246.
  • D’Antonio, G., J. S. Bedolla, G. Genta, S. Ruffa, G. Barbato, P. Chiabert, and G. Pasquettaz. 2015. “PLM-MES Integration: A Case-Study in Automotive Manufacturing.” Paper presented at the International Conference proceedings on Product Lifecycle Management, 780–789, Springer, Cham.
  • Dacunha-Castelle, D., and M. Duflo. 2012. Probability and Statistics. Berlin: Springer Science & Business Media.
  • Dalenogare, L. S., G. B. Benitez, N. F. Ayala, and A. G. Frank. 2018. “The Expected Contribution of Industry 4.0 Technologies for Industrial Performance.” International Journal of Production Economics 204: 383–394. doi:10.1016/j.ijpe.2018.08.019.
  • Davies, R. 2015. Industry 4.0 Digitalization for Productivity and Growth, 1–10. Bruxelles: European Parliamentary Research Service (EPRS), Briefing.
  • de Sousa Jabbour, A. B. L., C. J. C. Jabbour, C. Foropon, and M. Godinho Filho. 2018. “When Titans Meet. Can Industry 4.0 Revolutionise the Environmentally-Sustainable Manufacturing Wave? The Role of Critical Success Factors.” Technological Forecasting and Social Change 132 (4): 18–25. doi:10.1016/j.techfore.2018.01.017.
  • Dey, P. K., B. Clegg, and J. MacBryde. 2013. “Trends in Modern Operations Management.” International Journal of Operations & Production Management 33 (11/12): 1–2. doi:10.1108/IJOPM-09-2013-0432.
  • Dolgui, A., D. Ivanov, S. P. Sethi, and B. Sokolov. 2018. “Scheduling in Production, Supply Chain and Industry 4.0 Systems by Optimal Control: Fundamentals, State-of-the-Art and Applications.” International Journal of Production Research 56 (1–2): 1–22. doi:10.1080/00207543.2018.1442948.
  • Dorota Rymaszewska, A. 2014. “The Challenges of Lean Manufacturing Implementation in SMEs.” Benchmarking: An International Journal 21 (6): 987–1002. doi:10.1108/BIJ-10-2012-0065.
  • Eastman, C. M. 2012. Design for X: concurrent Engineering Imperatives. Berlin: Springer Science & Business Media.
  • European Commission 2015. “Digital Single Market Strategy: European Commission Agrees Areas for Action.” European Commission, Brussels - Press release. accessed June 29 2018. http://europa.eu/rapid/press-release_IP-15-4653_en.htm.
  • European Parliament. 2015. “Industry 4.0 - Digitalisation for Productivity and Growth.” European Parliament Briefing, Brussels.
  • Fatorachian, H., and H. Kazemi. 2018. “A Critical Investigation of Industry 4.0 in Manufacturing: Theoretical Operationalisation Framework.” Production Planning & Control 29 (8): 633–644. doi:10.1080/09537287.2018.1424960.
  • Feng, T., L. Sun, C. Zhu, and A. S. Sohal. 2012. “Customer Orientation for Decreasing Time-to-Market of New Products: IT Implementation as a Complementary Asset.” Industrial Marketing Management 41 (6): 929–939. doi:10.1016/j.indmarman.2011.11.027.
  • Forza, C. 2002. “Survey Research in Operations Management: A Process-Based Perspective.” International Journal of Operations & Production Management 22 (2): 152–194. doi:10.1108/01443570210414310.
  • Frank, A. G., L. S. Dalenogare, and N. F. Ayala. 2019. “Industry 4.0 Technologies: Implementation Patterns in Manufacturing Companies.” International Journal of Production Economics 210: 15–26. doi:10.1016/j.ijpe.2019.01.004.
  • Ghobakhloo, M. 2018. “The Future of Manufacturing Industry: A Strategic Roadmap Toward Industry 4.0.” Journal of Manufacturing Technology Management 29 (6): 910–936. doi:10.1108/JMTM-02-2018-0057.
  • Gibson, Ian, David W. Rosen, and Brent Stucker. 2010. Additive Manufacturing Technologies. Rapid Prototyping to Direct Digital Manufacturing. New York, NY: Springer.
  • Goldin, L., and D. M. Berry. 2013. “Reuse of Requirements Reduced Time to Market at One Industrial Shop: A Case Study.” Requirements Engineering, 20 (1):23–44. doi:10.1007/s00766-013-0182-7.
  • Gölzer, P., and A. Fritzsche. 2017. “Data-Driven Operations Management: Organisational Implications of the Digital Transformation in Industrial Practice.” Production Planning & Control 28 (16): 1332–1343.
  • Grau, A., M. Indri, L. L. Bello, and T. Sauter. 2017. “Industrial Robotics in Factory Automation: From the Early Stage to the Internet of Things.” Paper presented at 43rd Annual Conference of the IEEE Industrial Electronics Society, Bejing, China, 6159–6164.
  • Hair, J., A. Money, P. Samouel, and M. Page. 2007. “Research Methods for Business.” Education + Training 49 (4): 336–337. doi:10.1108/et.2007.49.4.336.2.
  • Hermann, M., T. Pentek, and B. Otto. 2016. “Design Principles for Industrie 4.0 Scenarios.” Paper presented at Proceedings of the 49th Hawaii International Conference on System Sciences (HICSS), Koloa, HI, January 2016. Accessed August 20 2018. http://www.europarl.europa.eu/RegData/etudes/BRIE/2015/568337/EPRS_BRI(2015)568337_EN.pdf
  • Huo, B., Y. Qi, Z. Wang, and X. Zhao. 2014. “The Impact of Supply Chain Integration on Firm Performance: The Moderating Role of Competitive Strategy.” Supply Chain Management: An International Journal 19 (4): 369–384. doi:10.1108/SCM-03-2013-0096.
  • Indri, M., A. Grau, and M. Ruderman. 2018. “Guest Editorial Special Section on Recent Trends and Developments in Industry 4.0 Motivated Robotic Solutions.” IEEE Transactions on Industrial Informatics 14 (4): 1677–1680. doi:10.1109/TII.2018.2809000.
  • Ivanov, D., A. Dolgui, and B. Sokolov. 2018. “The Impact of Digital Technology and Industry 4.0 on the Ripple Effect and Supply Chain Risk Analytics.” International Journal of Production Research 57 (3): 829–846. doi:10.1080/00207543.2018.1488086.
  • Jung, K., S. Choi, B. Kulvatunyou, H. Cho, and K. C. Morris. 2017. “A Reference Activity Model for Smart Factory Design and Improvement.” Production Planning & Control 28 (2): 108–122. doi:10.1080/09537287.2016.1237686.
  • Kagermann, H., W. D. Lukas, and W. Wahlster. 2011. “Industrie 4.0: Mit dem Internet der Dinge auf dem eg zur 4. industriellen Revolution.” VDI Nachrichten. Accessed June 20 2017. http://www.vdi-nachrichten.com/Technik-Gesellschaft/Industrie-40-Mit-Internet-Dinge-Weg-4-industriellen-Revolution
  • Kagermann, H., W. Wolfgang, and J. Helbi. 2013. “Recommendations for Implementing the Strategic Initiative INDUSTRIE 4.0.” Accessed June 20, 2017. www.plattform-i40.de/finalreport2013
  • Keränen, J., and A. Jalkala. 2014. “Three Strategies for Customer Value Assessment in Business Markets.” Management Decision 52 (1): 79–100. doi:10.1108/MD-04-2013-0230.
  • Kim, D. Y. 2013. “Relationship between Supply Chain Integration and Performance.” Operations Management Research 6 (1–2): 74–90. doi:10.1007/s12063-013-0079-0.
  • Kolberg, D., and D. Zühlke. 2015. “Lean Automation Enabled by Industry 4.0 Technologies.” IFAC-PapersOnLine 48 (3): 1870–1875. doi:10.1016/j.ifacol.2015.06.359.
  • Kucharska, E., K. Grobler-Dębska, J. Gracel, and M. Jagodziński. 2015. “Idea of Impact of ERP-APS-MES Systems Integration on the Effectiveness of Decision Making Process in Manufacturing Companies.” Paper presented at International Conference: Beyond Databases, Architectures and Structures, 551–564. Springer International Publishing, Berlin.
  • Kupper, D., A. Heidemann, J. Ströhle, D. Spindelndreier, and C. Knizek. 2017. When Lean Meets Industry 4.0: The Next Level of Operational Excellence. Boston, MA: The Boston Consulting Group.
  • Lamba, K., and S. P. Singh. 2017. “Big Data in Operations and Supply Chain Management: Current Trends and Future Perspectives.” Production Planning & Control 28 (11–12): 877–890. doi:10.1080/09537287.2017.1336787.
  • Lee, J., H. A., Kao, and S., Yang. 2014. Service Innovation and Smart Analytics for Industry 4.0 and Big Data Environment. Procedia CIRP 16: 3–8.
  • Leuschner, R., D. S. Rogers, and F. F. Charvet. 2013. “A Meta‐Analysis of Supply Chain Integration and Firm Performance.” Journal of Supply Chain Management 49 (2): 34–57. doi:10.1111/jscm.12013.
  • Li, L, Jieyu Li, Haihua Wang, T. Georgieva, K. P. Ferentinos, K. G. Arvanitis, and N. A. Sigrimis. 2018. “Sustainable Energy Management of Solar Greenhouses Using Open Weather Data on MACQU Platform.” International Journal of Agricultural and Biological Engineering 11 (1): 74–82.
  • Liao, Y., F. Deschamps, E. D. F. R. Loures, and L. F. P. Ramos. 2017. “Past, Present and Future of Industry 4.0 – A Systematic Literature Review and Research Agenda Proposal.” International Journal of Production Research 55 (12): 3609–3629. doi:10.1080/00207543.2017.1308576.
  • Lii, P., and F. I. Kuo. 2016. “Innovation-Oriented Supply Chain Integration for Combined Competitiveness and Firm Performance.” International Journal of Production Economics 174 (3): 142–155. doi:10.1016/j.ijpe.2016.01.018.
  • Lipson, Hod, and Melba Kurman. 2013. Fabricated. The New World of 3D Printing. Indianapolis, IN: Wiley.
  • Liu, H., W. Ke, K. Kee Wei, and Z. Hua. 2013. “Effects of Supply Chain Integration and Market Orientation on Firm Performance: Evidence from China.” International Journal of Operations & Production Management 33 (3): 322–346. doi:10.1108/01443571311300809.
  • Lööf, H., and A. Hesmati. 2004. “The Impact of Public Funding on Private R&D investment. New Evidence from a Firm Level Innovation Study (Additionality or Crowding Out? On the effectiveness of R&D subsidies).” The Royal Institute of Technology Centre of Excellence for Studies in Science and Innovation. Accessed November 13, 2018. http://www.diva-portal.org/smash/get/diva2:487582/FULLTEXT01.pdf
  • Lu, Y. 2017. “Industry 4.0: A Survey on Technologies, Applications and Open Research Issues.” Journal of Industrial Information Integration 6: 1–10. doi:10.1016/j.jii.2017.04.005.
  • Mackelprang, A. W., J. L. Robinson, E. Bernardes, and G. S. Webb. 2014. “The Relationship between Strategic Supply Chain Integration and Performance: A Meta‐Analytic Evaluation and Implications for Supply Chain Management Research.” Journal of Business Logistics 35 (1): 71–96. doi:10.1111/jbl.12023.
  • Maizza, A., and L. Zanni. 2015. “Present Challenges and Future Opportunities in Entrepreneurship.” Sinergie Italian Journal of Management 33 (97): 11–16.
  • MISE – Ministero dello Sviluppo Economico. 2018. La diffusione delle imprese 4.0 e le politiche: evidenze 2017. Accessed November 14, 2018. https://www.sviluppoeconomico.gov.it/images/stories/documenti/Rapporto-MiSE-MetI40.pdf
  • Möller, D. P. F. 2016. “Digital Manufacturing/Industry 4.0.” In Guide to Computing Fundamentals in Cyber-Physical Systems. Cham: Computer Communications and Networks, Springer.
  • Molloy, O., E. A. Warman, and S. Tilley. 2012. Design for Manufacturing and Assembly: Concepts, Architectures and Implementation. Berlin: Springer Science & Business Media.
  • Monostori, L., B. Kádár, T. Bauernhansl, S. Kondoh, S. Kumara, G. Reinhart, O. Sauer, G. Schuh, W. Sihn, and K. Ueda. 2016. “Cyber-Physical Systems in Manufacturing.” Cirp Annals 65 (2): 621–641. doi:10.1016/j.cirp.2016.06.005.
  • Müller, J. M., D. Kiel, and K. I. Voigt. 2018. “What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability.” Sustainability 10 (1): 247. doi:10.3390/su10010247.
  • Narayanamurthy, G., and A. Gurumurthy. 2016. “Systemic Leanness: An Index for Facilitating Continuous Improvement of Lean Implementation.” Journal of Manufacturing Technology Management 27 (8): 1014–1053. doi:10.1108/JMTM-04-2016-0047.
  • Neely, A., D. McFarlane, and I. Visnjic. 2011. “Complex Service Systems – Identifying Drivers Characteristics and Success Factors.” Paper presented at 18th International Annual EurOMA Conference, Exploring Interfaces, July 3–6. Cambridge, UK: Cambridge University Press.
  • Papadopoulos, T., A. Gunasekaran, R. Dubey, and S. Fosso Wamba. 2017. “Big Data and Analytics in Operations and Supply Chain Management: Managerial Aspects and Practical Challenges.” Production Planning & Control 28 (11–12): 873–876. doi:10.1080/09537287.2017.1336795.
  • Perols, J., C. Zimmermann, and S. Kortmann. 2013. “On the Relationship between Supplier Integration and Time-to-Market.” Journal of Operations Management 31 (3): 153–167. doi:10.1016/j.jom.2012.11.002.
  • Petrovic, Vojislav, Juan Vicente Haro Gonzalez, Olga Jordá Ferrando, Javier Delgado Gordillo, Jose Ramón Blasco Puchades, and Luis Portolés Griñan. 2011. “Additive Layered Manufacturing: Sectors of Industrial Application Shown through Case Studies.” International Journal of Production Research 49 (4): 1061–1079. doi:10.1080/00207540903479786.
  • Pfenning, N. 2010. Elementary Statistics: Looking at the Big Picture. Boston, MA: Cengage Learning.
  • Pons, M., E. Barajas, D. Mateo, J. L. Gonzalez, F. Moll, A. Rubio, and A. Gonzalez. 2011. “Fast time-to-market with Via-configurable Transistor Array Regular Fabric: A Delay-locked Loop Design Case Study.” Paper presented at Design & Technology of Integrated Systems in Nanoscale Era (DTIS), 6th International Conference, IEEE, 1-6. doi:10.1109/DTIS.2011.5941428.
  • Porter, M. E., and J. E. Heppelmann. 2014. “How Smart, Connected Products Are Transforming Competition.” Harvard Business Review 92 (11): 64–88.
  • Porter, M. E., and J. E. Heppelmann. 2015. “How Smart, Connected Products Are Transforming Companies.” Harvard Business Review 93 (10): 96–114.
  • Prause, G. 2015. “Sustainable Business Models and Structures for Industry 4.0.” Journal of Security and Sustainability Issues 5 (2): 159–169. doi:10.9770/jssi.2015.5.2(3).
  • PwC. 2018. “2016 Global Industry 4.0 Survey.” PwC Research & Insights. Accessed August 20, 2018. https://www.pwc.com/gx/en/industries/industries-4.0/landing-page/industry-4.0-building-your-digital-enterprise-april-2016.pdf
  • Qin, J., Y. Liu, and R. Grosvenor. 2016. “A Categorical Framework of Manufacturing for Industry 4.0 and Beyond.” Procedia Cirp 52: 173–178. doi:10.1016/j.procir.2016.08.005.
  • Ralston, P. M., J. Blackhurst, D. E. Cantor, and M. R. Crum. 2015. “A Structure–Conduct–Performance Perspective of How Strategic Supply Chain Integration Affects Firm Performance.” Journal of Supply Chain Management 51 (2): 47–64. doi:10.1111/jscm.12064.
  • Roden, S., A. Nucciarelli, F. Li, and G. Graham. 2017. “Big Data and the Transformation of Operations Models: A Framework and a New Research Agenda.” Production Planning & Control 28 (11–12): 929–944. doi:10.1080/09537287.2017.1336792.
  • Rüßmann, M., M. Lorenz, P. Gerbert, M. Waldner, J. Justus, P. Engel, and M. Harnisch. 2015. “Industry 4.0: The Future of Productivity and Growth in Manufacturing Industries.” Boston Consulting Group. Accessed August 10 2018. http://www.inovasyon.org/pdf/bcg.perspectives_Industry.4.0_2015.pdf
  • Rymaszewska, A., P. Helo, and A. Gunasekaran. 2017. “IoT Powered Servitization of Manufacturing – An Exploratory Case Study.” International Journal of Production Economics 192: 92–105. doi:10.1016/j.ijpe.2017.02.016.
  • Salonen, A. 2011. “Service Transition Strategies of Industrial Manufacturers.” Industrial Marketing Management 40 (5): 683–690. doi:10.1016/j.indmarman.2011.05.005.
  • Schuh, G., T. Potente, C. Wesch-Potente, A. R. Weber, and J. P. Prote. 2014. “Collaboration Mechanisms to Increase Productivity in the Context of Industrie 4.0.” Procedia CIRP 19 (2): 51–56. doi:10.1016/j.procir.2014.05.016.
  • Schumacher, A., S. Erol, and W. Sihn. 2016. “A Maturity Model for Assessing Industry 4.0 Readiness and Maturity of Manufacturing Enterprises.” Procedia CIRP 52: 161–166. doi:10.1016/j.procir.2016.07.040.
  • Schumacher, A., S. Erol, and W. Sihn. 2016. “A Maturity Model for Assessing Industry 4.0 Readiness and Maturity of Manufacturing Enterprises.” Procedia CIRP 52: 161–166. doi:10.1016/j.procir.2016.07.040.
  • Selvaraj, P., P. Radhakrishnan, and M. Adithan. 2009. “An Integrated Approach to Design for Manufacturing and Assembly Based on Reduction of Product Development Time and Cost.” The International Journal of Advanced Manufacturing Technology 42 (1–2): 13–29. doi:10.1007/s00170-008-1580-8.
  • Seth, D., and V. Gupta. 2005. “Application of Value Stream Mapping for Lean Operations and Cycle Time Reduction: An Indian Case Study.” Production Planning & Control 16 (1): 44–59. doi:10.1080/09537280512331325281.
  • Shrouf, F., J. Ordieres, and G. Miragliotta. 2014. “Smart Factories in Industry 4.0: A Review of the Concept and of Energy Management Approached in Production Based on the Internet of Things Paradigm.” Paper presented at Industrial Engineering and Engineering Management (IEEM) proceedings, Bandar Sunway, Malaysia, 697–701.
  • Smith, L., R. Maull, and I. C. Ng. 2014. “Servitization and Operations Management: A Service Dominant-Logic Approach.” International Journal of Operations & Production Management 34 (2): 242–269. doi:10.1108/IJOPM-02-2011-0053.
  • Song, M., Q. Du, and Q. Zhu. 2017. “A Theoretical Method of Environmental Performance Evaluation in the Context of Big Data.” Production Planning & Control 28 (11–12): 976–984. doi:10.1080/09537287.2017.1336801.
  • Stock, T., and G. Seliger. 2016. “Opportunities of Sustainable Manufacturing in Industry 4.0.” Procedia CIRP 40 (2): 536–541. doi:10.1016/j.procir.2016.01.129.
  • The Digital Supply Chain Initiative. 2015. Digital Supply Chains: A Frontsite Flip. Sanya, China.
  • Tortorella, G., R. Miorando, R. Caiado, D. Nascimento, and A. Portioli Staudacher. 2018. “The Mediating Effect of Employees’ Involvement on the Relationship between Industry 4.0 and Operational Performance Improvement.” Total Quality Management & Business Excellence 56 (8): 1–15. doi:10.1080/14783363.2018.1532789.
  • Tortorella, G. L., and D. Fettermann. 2018. “Implementation of Industry 4.0 and Lean Production in Brazilian Manufacturing Companies.” International Journal of Production Research 56 (8): 2975–2987. doi:10.1080/00207543.2017.1391420.
  • Vandermerwe, S., and J. Rada. 1988. “Servitization of Business: Adding Value by Adding Services.” European Management Journal 6 (4): 314–324. doi:10.1016/0263-2373(88)90033-3.
  • Vendrell-Herrero, F., O. F. Bustinza, G. Parry, and N. Georgantzis. 2017. “Servitization, Digitization and Supply Chain Interdependency.” Industrial Marketing Management 60: 69–81. doi:10.1016/j.indmarman.2016.06.013.
  • Wagner, T., C. Herrmann, and S. Thiede. 2017. “Industry 4.0 Impacts on Lean Production Systems.” Procedia CIRP 63 (1): 125–131. doi:10.1016/j.procir.2017.02.041.
  • Wang, G., A. Gunasekaran, E. W. Ngai, and T. Papadopoulos. 2016. “Big Data Analytics in Logistics and Supply Chain Management: Certain Investigations for Research and Applications.” International Journal of Production Economics 176: 98–110. doi:10.1016/j.ijpe.2016.03.014.
  • Wang, S., J. Wan, D. Zhang, D. Li, and C. Zhang. 2016. “Towards Smart Factory for Industry 4.0: A Self-Organized Multi-Agent System with Big Data Based Feedback and Coordination.” Computer Networks 101 (2): 158–168. doi:10.1016/j.comnet.2015.12.017.
  • Weller, C., R. Kleer, and F. T. Piller. 2015. “Economic Implications of 3D Printing: Market Structure Models in Light of Additive Manufacturing Revisited.” International Journal of Production Economics 164: 43–56. doi:10.1016/j.ijpe.2015.02.020.
  • Wickramasinghe, G. L. D., and V. Wickramasinghe. 2017. “Implementation of Lean Production Practices and Manufacturing Performance: The Role of Lean Duration.” Journal of Manufacturing Technology Management 28 (4): 531–550. doi:10.1108/JMTM-08-2016-0112.
  • Xu, L. D., E. L. Xu, and L. Li. 2018. “Industry 4.0: State of the Art and Future Trends.” International Journal of Production Research 56 (8): 2941–2962. doi:10.1080/00207543.2018.1444806.
  • Yu, W., M. A. Jacobs, W. D. Salisbury, and H. Enns. 2013. “The Effects of Supply Chain Integration on Customer Satisfaction and Financial Performance: An Organizational Learning Perspective.” International Journal of Production Economics 146 (1): 346–358. doi:10.1016/j.ijpe.2013.07.023.
  • Závadská, Z., and J. Závadský. 2018. “Quality Managers and Their Future Technological Expectations Related to Industry 4.0.” Total Quality Management & Business Excellence : 1–25. doi:10.1080/14783363.2018.1444474.
  • Zhao, L., B. Huo, L. Sun, and X. Zhao. 2013. “The Impact of Supply Chain Risk on Supply Chain Integration and Company Performance: A Global Investigation.” Supply Chain Management: An International Journal 18 (2): 115–131. doi:10.1108/13598541311318773.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.