Construction of Roadmaps applicable to industry 4.0: case of the Brazilian and American companies

Authors

DOI:

https://doi.org/10.20397/2177-6652/2023.v23i4.2633

Keywords:

Roadmap, Industry 4.0, Case study, Digital transformation, Maturity, Strategic planning

Abstract

Purpose:This article provides a critical analysis of the adoption of roadmaps applicable to Industry 4.0 of companies have been seeking to modernize their production by new technologies and transforming digital model.

Methodology/approach: This article is a case study of two multinational companies, Company 1, managed by Brazilian entrepreneurs, and Company 2 by Americans. Based on the guidance of external consultants, both of them have formulated and built roadmaps for one of their production lines for the transformation process towards Industry 4.0.

Originality/Relevance: Two reports were generated, one referring to each company, documents that were the basis for this research, and discussing the importance of roadmaps in the digital transformation process.

Key findings: The inferences found in the results and discussion demonstrate the possibilities of the tool in the practical operations of companies, demonstrates how the tool can facilitate digitizing production since it is possible to visualize the relationship between the technological layer of the company with the maturity.

Theoretical/methodological contributions: The roadmap helps align the resources and processes of the organization with its market goals, besides allowing the temporal measurement of actions taking into account the level of technological maturity for the digitization process, it is possible to identify in practice the applicability of roadmaps in the transition to industry 4.0 in a production line.

 

Author Biographies

Ruan Carlos dos Santos, UDESC-ESAG/Doutorando em Administração

Bacharel em Filosofia pela Universidade do Sul de Santa Catarina (2002-2005). Licenciatura Plena em Filosofia e Ciências Sociais pela Faculdade Inetgrada Cruzeiro- FIC (2018). Bacharel em Teologia pela FAJE/ITESC (2006-2009). Especialização e MBA em Gestão Estratégica Empresarial pela FAPAG (2012). Especialização em Metodologia de ensino de Filosofia e Sociologia pela FACEL (2017-2018). MBA em Governança Corporativa pela UnIBF (2018-2019). Especialização em Auditoria e Perícia Contábil pela UnIBF (2019-2020). Especialização em Administração, Supervisão e Coordenação Escolar pela UnIBF (2019-2020). Bacharel em Administração pela UniFCV (2021). Bacharel em Ciências Contábeis pela UniCV (2022). Licenciatura em Pedagogia pela UNICV (2024). Mestrado em Administração pela UNIVALI (2015-2017). Associado na ANEGEPE (Associação Nacional de Estudos em Empreendedorismo e Gestão de Pequenas Empresas) e na ABEC (Associação Brasileira de Editores Científicos). Consultor/docente credenciado na École National D'Administration (ENA- Brasil). Doutorando em Administração pela UDESC-ESAG (2022).    

Fabiano Maury Raupp, UDESC-ESAG/Professor do Programa de Pós-graduação em Administração

Doutorado em Administração pela Universidade Federal da Bahia (2011), Mestrado em Administração pela Universidade Federal de Santa Catarina (2003) e Graduação em Ciências Contábeis pela Universidade Federal de Santa Catarina (2001). É professor associado na Universidade do Estado de Santa Catarina, atuando no Departamento de Administração Empresarial, no Mestrado Profissional em Administração, no Mestrado Acadêmico em Administração e no Doutorado em Administração do Centro de Ciências da Administração e Socioeconômicas. É líder do Núcleo de Estudos para o Desenvolvimento de Instrumentos Contábeis e Financeiros e pesquisador do Observatório de Finanças Públicas - OFIP, cadastrados na plataforma do CNPq. Na Associação Nacional de Pós-Graduação e Pesquisa em Administração é líder do tema Planejamento Governamental, Finanças Públicas e Controle no Setor Público - Divisão Acadêmica Administração Pública. É autor de livros, capítulos de livros, artigos em periódicos e trabalhos socializados em anais de eventos científicos.   

Daniel de Souza Silva Junior, UDESC/Mestrando em Administração

Graduação em Administração pela UNIAVAN. Mestrando em Administração pela UDESC.  

Alessandra Yula Tutida, UNIVALI/Doutoranda em Administração

Americana. Fluente em inglês e espanhol. Doutoranda em Administração (UNIVALI). Mestrado na Universidade do Vale do Itajaí (UNIVALI - 2020). Mestrado em Business - M.A Leadership and Management - Webster University (2011) U.S.A. Bacharelado em Línguas Modernas, Licenciatura em Português/Inglês. (UEL Universidade Estadual de Londrina/ PR 2004). Professora Universitária - UNIASSELVI ? FAMESUL/SC e membro do NDE (Núcleo Docente Estruturante do Curso de Administração de Empresas) para os cursos de Administração de Empresas, Engenharia de Produção, Engenharia Mecânica e Engenharia Elétrica nas disciplinas de Gestão de Projetos, Negócios Internacionais, Comunicação Empresarial, Fundamentos de Marketing, Projeto de Fábrica, Gestão Estratégica de Marketing e Gestão, Normalização e Certificação para a Qualidade e Estágio Supervisionado I para Engenharia Mecânica. Experiência nos Estados Unidos em Negócios Internacionais, Importação/Exportação e logística. Auditoria na área de TI, projetos e gestão de pessoas. Resolução de conflitos entre clientes e empresa. Liderança de Programas de Parceria Symantec na América Latina, América do Norte e Europa. Tradutora/Intérprete associada a ABRATES (Associação Brasileira de Tradutores Intérpretes). 

References

Alvarenga Neto, R. C. D. de, & Choo, C. W. (2011). Expanding the concept of Ba: managing enabling contexts in knowledge organizations. Perspectivas em Ciência da Informação, 16(3), 2-25. https://doi.org/10.1590/S1413-99362011000300002

Anderl, R. (2014). Industrie 4.0-advanced engineering of smart products and smart production”, paper presented at the 19th International Seminar on High Technology. Technological Innovations in the Product Development, October 9, pp. 1-14.

Anderl, R., Anokhin, O. & Arndt, A. (2018). Efficient Factory 4.0 Darmstadt-Industrie 4.0 implementation for midsize industry. In: Sendler, U. The Internet of Things, Springer, pp. 117-131.

Asdecker, B. & Felch, V. (2018), "Development of an Industry 4.0 maturity model for the delivery process in supply chains", Journal of Modelling in Management, Vol. 13 No. 4, pp. 840-883. https://doi-org.ez74.periodicos.capes.gov.br/10.1108/JM2-03-2018-0042

Alves, J. E. M. (2023). How to Make the Fundamental Principles of the Labour Law Be Compatible with the Modern Work?. Journal of Law and Corruption Review, 5(00), e049. https://doi.org/10.37497/CorruptionReview.5.2023.49

Baxter, P., & Jack, S. (2008). Qualitative Case Study Methodology: Study Design and Implementation for Novice Researchers. The Qualitative Report, vol. 13, N° 4, p.544-559.

Bourne, M., Melnyk, S., & Bititci, U.S (2018). Performance measurement and management: theory and practice. International Journal of Operations and Production Management, vol. 38, No. 11, pp. 2010-2021.

Bordeleau, Fanny-E., Mosconi, E., & Santa-Eulalia, L. A. de. (2019). Business intelligence and analytics value creation in Industry 4.0: a multiple case study in manufacturing medium enterprises. Production Planning & Control, v.30. DOI: 10.1080/09537287.2019.1631458

Burke, R., Mussomeli, A., Laaper, S., Hartigan, M., & Sniderman, B. (2017). The Smart Factory: Responsive, Adaptive, connected manufacturing. Deloitte University Press.

Caiado, R. G. G., & Quelhas, O. L. G. (2019). Factories for the Future: Toward Sustainable Smart Manufacturing. Responsible Consumption and Production, 1–12. doi:10.1007/978-3-319-71062-4_108-1.

Caiado, R. G. G., Scavarda, L.F., Gavião, L.O., Ivson, P., Nascimento, D.L.M., & Garza-Reyz, J.A. (2020). A fuzzy rule-based industry 4.0 maturity model for operations and supply chain management. International Journal of Production Economics, n. 231. https://doi.org/10.1016/j.ijpe.2020.107883

Castilhos, T. O. de. (2021). Assessing Legislative Innovation and its Impact on Corruption Control and Constitutional Rights: Advancements and Setbacks. Journal of Law and Corruption Review, 3(ssue), e062. https://doi.org/10.37497/CorruptionReview.3.2021.62

Cavalcanti, V. Y. S. de L., Souza, G. H. de., Sodré, M. A. C., Abreu, M. S. D. de, Maciel, T. da S., & Silva, J. M. de A. Indústria 4.0: Desafios E Perspectivas Na Construção Civil. Revista Campos do Saber, v.4, n.4, 2018.

Coelho, J. A. F., Botelho Junior, S., & Tahim, E. F. (2012). Roadmap tecnológico: um estudo preliminar. RECADM: Revista Eletrônica de Ciência Administrativa, v. 11, p. 168-177.

Colli, M., Berger, U., Bockholt, M., Madsen, O., Møller, C., & Wæhrens, B. V. (2019). A maturity assessment approach for conceiving context-specific roadmaps in the Industry 4.0 era. Annual Reviews in Control, 48, 165–177. https://doi.org/10.1016/j.arcontrol.2019.06.001

Colli, M., Madsen, O., Berger, U., Moller, C., Waehrens, B.V., & Bockholt, M. (2018). Contextualizing the outcome of a maturity assessment for Industry 4.0. IFAC-PapersOnLine, v.51, n.11. https://doi.org/10.1016/j.ifacol.2018.08.343

Creswell, J. W. (2007). Qualitative inquiry and research design: Choosing among five approaches. 2.ed. California: Sage Publications.

DELOITTE. (2015). Industry 4.0: Challenges and solutions for the digital transformation and use of expotencial technologies. Zurique. Available: < https://www2.deloitte.com/ /Documents/manufacturing/ch-en-manufacturing-industry-4-0-24102014.pdf> Access at 23 de jun. 2020.

Deif, A. M. (2011). A system model for green manufacturing. Journal of Cleaner Production, 19(14), 1553–1559.

Donovan, P. O., Sullivan, D. T. J. O., & Bruton, K. (2016). IAMM: A Maturity Model for Measuring Industrial Analytics Capabilities in Large-scale Manufacturing Facilities. International Journal of Prognostics and Health Management, 7(32), 1–11.

Eurico Soares de Noronha, M., Barros Neves Martins, J., Lietti, T., & de Souza Vieira Silva, R. (2022). A Agilidade Organizacional e a Difusão de Inovação Tecnológica das Empresas Cleantech. Revista Inteligência Competitiva, 12(1), e0412. https://doi.org/10.24883/IberoamericanIC.v12i.2022.e0412

EUROPEAN COMMISSION. (2017). Germany: Industrie 4.0. Digital Transformation Monitor. União Europeia. Available: < https://ec.europa.eu/growth/tools-databases/default/ _Industrie4.0.pdf> Acessado em 28 de mar. 2020.

Feng, S. C., Bernstein, W. Z., Hedberg, T., & Feeney, A. B. (2017). Towards Knowledge Management for Smart Manufacturing, ASME Journal of Computing and Information Science in Engineering, Set.

Ferro De Guimarães, J. C., Severo , E. A., & Dorion , E. C. H. (2023). Path to Sustainable Competitive Advantage with Use of Environmental, Social and Governance Principles. ESG Law Review, 6(1), e01590. https://doi.org/10.37497/esg.v6i1.1590

Flor Vallejo, V., Antony, J., Douglas, J.A., Alexander, P. & Sony, M. (2020), "Development of a roadmap for Lean Six Sigma implementation and sustainability in a Scottish packing company", The TQM Journal, Vol. 32 No. 6, pp. 1263-1284. https://doi.org/10.1108/TQM-02-2020-0036

Franceschetto, H. (2022). The Blockchain Technology and Tax Compliance: Possibilities and Potential Uses. Journal of Law and Corruption Review, 4(jcreview), e069. https://doi.org/10.37497/CorruptionReview.4.2022.69

Furr, N., Ozcan, P., & Eisenhardt, K. (2022). O Que é a Transformação Digital? Tensões Fundamentais enfrentadas pelas Empresas estabelecidas no Cenário Mundial. Revista Inteligência Competitiva, 12(1), e0410. https://doi.org/10.24883/IberoamericanIC.v12i.2022alumniin

Ganzarain, J., & Errasti, N. (2016). Three stage maturity model in SME’s towards industry 4.0. Journal of Industrial Engineering and Management, 9(5), 1119–1128. https://doi.org/10.3926/jiem.2073

Ganzer, P. P., Biegelmeyer, U. H., Oliveira, M., Camargo, M. E., & Olea, P. M. (2017). INOVAÇÃO E INTELIGÊNCIA COMPETITIVA NA INDÚSTRIA: UMA ABORDAGEM TEÓRICA. Revista Inteligência Competitiva, 7(2), 46–81. https://doi.org/10.24883/IberoamericanIC.v7i2.215

Garetti, M., & Taisch, M. (2012). Sustainable manufacturing: Trends and research challenges. Production Planning and Control, 23(2–3), 83–104.

Ghobakhloo, M. (2018). The future of manufacturing industry: a strategic roadmap toward Industry 4.0. Journal of Manufacturing Technology Management, Vol. 29 No. 6, pp. 910-936.

Gontijo, T. S., & Motta, F. M. (2019). A Bibliometric study on Industry 4.0. International Journal of Professional Business Review, 4(2), 35-42. http://dx.doi.org/10.26668/businessreview/2019.v4i2.112

Habib, M. K., & Chimsom, C. I. (2019). Industry 4.0: Sustainability and design principles. In: 20th International Conference on Research and Education in Mechatronics, Wels; Austria. https://doi.org/10.1109/REM.2019.8744120

Hermann, M., Pentek, T., & Otto, B. (2015). Design Principles for Industrie 4.0 Scenarios: A Literature Review. Available: < http://www.iim.mb.tu-dortmund.de/Design-Principles-for-Industrie-4_0-Scenarios.pdf>. Access at 29 mar. 2020.

Kagermann, H., Anderl, R., Gausemeier, J., Schuh, G., & Wahlster, W. (2016). Industrie 4.0 in a Global Context: Strategies for Cooperating with International Partners. National Academy of Science and Engineering, 2016. Available: < https://www.acatech.de/wp-content/_KF_Industry40_Global_01.pdf> Access at 10 de mar. 2020.

Kang, H. S., Lee, J. Y., Choi, S., Kim, H., Park, J. H., Son, J. Y., Kim, B. H., & Noh, S. D. (2016). Smart manufacturing: Past research, present findings, and future directions. International Journal of Precision Engineering and Manufacturing - Green Technology, 3(1), 111–128.

Kostoff, R. N., & Schaller, R. R. (2001). Science and Technology Roadmaps. IEEE Transactions on Engineering Management. n.48, p.132-143.

Kroll, H., Horvat, D., & Jäger, A. (2018). Effects of Automatisation and Digitalisation on Manufacturing Companies' Production Efficiency and Innovation Performance. Fraunhofer ISI Discussion Papers Innovation Systems and Policy Analysis, n.58, Feb., Karlsruhe.

Kumar, A., & Nayyar, A. (2020). Industry: A Sustainable, Intelligent, Innovative, Internet-of-Things Industry. In.: Kumar, A., & Nayyar, A. A Roadmap to Industry 4.0: Smart Production, Sharp Business and Sustainable Development. Cham: Springer.

Kusiak, A. (2018). Smart Manufacturing. International Journal of Production Research, v. 56, n. 1–2, 508–517, jan.

Lara, J. E., Silva Junior, S. M., Ribeiro, R. M., & Cremonez, V. G. . (2023). Ética na Quarta Revolução Industrial: Uma Perspectiva Sobre as Principais Influências. Revista Do CEJUR/TJSC: Prestação Jurisdicional, 11(00), e0405. https://doi.org/10.37497/revistacejur.v11i00.405

Lakatos, E. M., & Marconi, M. de A. (2003). Fundamentos de metodologia científica. 5.ed. São Paulo: Atlas.

Lee, J. H., Phaal, R., & Lee, S.-H. (2013). An integrated service-device-technology roadmap for smart city development. Technological Forecasting and Social Change, 80(2), 286–306.

Lopes, A. (2019). Rumo à Indústria 4.0: Mas antes, precisamos aplicar o pensamento Lean. Instituto Senai de Tecnologia. Novo Hamburgo. Available: <http://institutossenai.org.br//apresentao-palestra-rumo-a-industria-4-0-pdf.pdf> Access at 27 de mar. 2020.

Madsen, D. O. (2019). The Emergence and Rise of Industry 4.0 Viewed through the Lens of Management Fashion Theory. Adm. Sci., n.9, v.3. https://doi.org/10.3390/admsci9030071

Mana, R., Cesar, F. I. G., Makiya, I. K., & Volpe, W. (2018). The concept of the industry 4.0 in a German multinational instrumentation and control company: a case study of a subsidiary in Brazil. Independent Journal of Management & Production, vol. 9, no. 3, pp. 933-957. https://doi.org/10.14807/ijmp.v9i3.665

Mazali, T. (2018). From industry 4.0 to society 4.0, there and back. AI & Soc., n.33, p.405–411. https://doi.org/10.1007/s00146-017-0792-6

Mintzberg, H. (1987). The strategy concept I: Five Ps for strategy. California Management Review, 30.1: 11-24.

Mokyr, J., & Strotz, R. H. (2003). The Second Industrial Revolution, 1870-1914. Northwestern University. Available: < https://en-econ.tau.ac.il/sites/economy /media_server/Economics/ /castronovo.pdf>. Access at 25 de jul. 2020.

Morais, R., & Monteiro, R. (2019). An Assay On The Impact of Industry 4.0 in The Operations Area. Journal of Profess. Bus. Review, 4(2), 43-50. http://dx.doi.org/10.26668/businessreview/2019.v4i2.134

Moura, L.R., & Kohl, H. Maturity Assessment in Industry 4.0 – A Comparative Analysis of Brazilian and German Companies. Emerging Science Journal, v.4, n.5, 2020. http://dx.doi.org/10.28991/esj-2020-01237

Noronha, M. E. S. de, Martins, J. B. N., Lietti , T., & Silva , R. de S. V. (2023). Driving Competitive Advantage in Cleantech Companies: A Model of Smart Regulation, Organizational Agility, and Technological Innovation. ESG Law Review, 6(1), e01594. https://doi.org/10.37497/esg.v6i1.1595

Nuvolari, A. (2004). The Making of Steam Power Technology: A study of Technology Change the British Industrial Revolution. Tese de Doutorado. Eindhoven: Technische Universiteit Eindhoven.

O’Donovan, P., Leahy, K., Bruton, K., & O’Sullivan, D. T. J. (2015). An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities. Journal of Big Data, 2(1).

Oztemel, E., & Gursev, S. (2020). Literature review of Industry 4.0 and related Technologies. Journal of Intelligent Manufacturing, v.31, n.3, p.127-182, 2020.

Oesterreich, T. D., & Teuteberg, F. (2016). Understanding the implications of digitisation and automation in the context of Industry 4.0: A triangulation approach and elements of a research agenda for the construction industry. Computers in Industry, n.83, p.121-139. http://dx.doi.org/10.1016/j.compind.2016.09.006

Oliveira, M.G., Routley, M., Phaal, R., & Mendes, G.H.S. (2019). The Concept of ‘Roadmapping Service’: Exploring Customer Perspectives of Roadmapping through the Service Lens’, In: 22nd International Conference on Engineering Design (ICED19), Delft, The Netherlands, 5-8 August. http://dx.doi.org/10.1017/ dsi.2019.317

Pfohl, Hans-C., Yahsi, B., & Kurnaz, T. (2015). The Impact of Industry 4.0 on the Supply Chain. In: Hamburg International Conference of Logistics – HICL. Hamburg: HICL.

Peinado, J., & Graeml, A. R. (2007). Administração da Produção: operações industriais e de serviços. Curitiba: Unicenp.

Pessôa, M. V. P., & Becker, J. M. J. (2020). Smart design engineering: a literature review of the impact of the 4th industrial revolution on product design and development. Research in Engineering Design. https://doi.org/10.1007/s00163-020-00330-z

Phaal, R., Farrukh, C. J. P., & Probert, D. R. (2004). Technology roadmapping: A planning framework for evolution and revolution. Technological Forecasting & Social Change, n. 71.

Phaal, R. (2015). Roadmapping for strategy and innovation. University of Cambridge. Available: <https://www.ifm.eng.cam.ac.uk/uploads/Research/CTM/Roadmapping/.pdf> Access at 01 de abr. 2020.

Porter, M. (2008). The Five competitive forces that shape strategy. Harvard Business Review. January. pp. 1-18.

Prinsloo, J., Vosloo, J.C., & Mathews, E.H. (2019). Towards industry 4.0: A roadmap for the South African heavy industry sector. South African Journal of Industrial Engineering, v. 30, n. 3. http://dx.doi.org/10.7166/30-3-2237

Prodanov, C. C. (2013). Metodologia do trabalho científico, métodos e técnicas da pesquisa e do trabalho acadêmico. 2.ed. Novo Hamburgo: Feevale.

Queiroz, M. M., Wamba, S. F., Machado, M. C., & Telles, R. (2019). Smart production systems drivers for business process management improvement: An integrative framework. Business Process Management Journal. https://doi.org/10.1108/BPMJ-03-2019-0134

Roblek, V., Mesko, M., & Krapez, A. (2016). A Complex View of Industry 4.0. SAGE Open, v. 6, n.2. abr/jun.

Ruppert, T., Jaskó, S., Holczinger, T., & Abonyi, J. (2018). Enabling Technologies for Operator 4.0: A Survey. Appl. Sci., v.8, n.9. https://doi.org/10.3390/app8091650

Sanders, A., Elangeswaran, C., & Wulfsberg, J. (2016). Industry 4.0 implies lean manufacturing: Research activities in industry 4.0 function as enablers for lean manufacturing. Journal of Industrial Engineering and Management, 9(3), 811–833.

Santos, R. C., & Martinho, J. L. (2019). An Industry 4.0 maturity model proposal. Journal of Manufacturing Technology Management. https://doi.org/10.1108/JMTM-09-2018-0284.

Santos, I. L. dos, Santos, R. C. dos, & Silva Junior, D. (2019). Analysis of the Industry 4.0 How Breaking Element in Production Administration. Future Studies Research Journal: Trends and Strategies, 11(1), 48-64.

Silva Junior, D., Santos, R. C. dos, & Santos, I. L. dos. (2020). Industry Innovations 4.0 Process Managem. Future Studies Research Journal: Trends and Strategies, 12(3). https://doi.org/10.24023/FutureJournal/2175-5825/2020.v12i3.500

Silva Junior, D., Santos, R., & Souza, J. (2021). The relationship between Ikujiro Nonaka's knowledge spiral and the six industry principles 4.0 in the context of digital transformation. Revista Gestão & Tecnologia, 21(4), 135-161. doi:https://doi.org/10.20397/2177-6652/2021.v21i4.2145

Sardi, A., Garengo, P., & Bititci, U. (2019). Measurement and management of competences by enterprise social networking. International Journal of Productivity and Performance Management, Vol. 68 No. 1, pp. 109-126.

Sarvari, P. A., Ustundag, A., Cevikcan, E., Kaya, I., & Cebi, S. (2017). Technology Roadmap for Industry 4.0. In: Ustundag, A. & Cevikcan, E. Industry 4.0: Managing The Digital Transformation. EUA: Springer Series in Advanced Manufacturing. https://doi.org/10.1007/978-3-319-57870-5_5

Schluse, M., Priggemeyer, M., Atorf, L., & Rossmann, J. (2018). Experimentable Digital Twins-Streamlining Simulation-Based Systems Engineering for Industry 4.0. IEEE Transactions on Industrial Informatics, v.14, n.4, p. 1722-1731. https://doi.org/10.1109/TII.2018.2804917

Schuh, G., Anderl, R., Gausemeier, J., Hompel, M., & Wahlster, W. (2017). Industrie 4.0 Maturity Index Managing the Digital Transformation of Companies. Acatech Study.

Schrauf, S., & Berttram, P. (2016). Industry 4.0: How digitization makes the supply chain more efficient, agile, and customer-focused. Strategyand. PWC. Available: < https://www.strategyand.pwc.com/media/file/Industry4.0.pdf>. Access at 10 mai. 2019.

Schumacher, A., Erol, S., & Sihn, W. (2016). A Maturity Model for Assessing Industry 4.0 Readiness and Maturity of Manufacturing Enterprises. Procedia CIRP, 52, 161–166.

Schwab, K. (2016). The Fourth Industrial Revolution: what it means, how to respond. Available:<https://www.weforum.org/agenda/2016//the-fourth-industrial-revolutionwhat--means> Access at 20 de mar. 2020.

Silva Junior, D., Santos, R., & Souza, J. (2021). The relationship between Ikujiro Nonaka's knowledge spiral and the six industry principles 4.0 in the context of digital transformation. Revista Gestão & Tecnologia, 21(4), 135-161. doi:https://doi.org/10.20397/2177-6652/2021.v21i4.2145

Simão, A. Dos S., Alcoforado, L. F., Longo, O. C., Santos, D. A., Santos, F. Dos, Silva, A. D., Menezes, C. A. G., & Meirelles Júnior, J. C. (2019). Impacto da Indústria 4.0 na construção civil brasileira. Braz. J. of Develop., v. 5, n. 10, p. 20130-20145. https://doi.org/10.34117/bjdv5n10-210.

Sjödin, D. R., Parida, V., Leksell, M., & Petrovic, A. (2018). Smart Factory Implementation and Process Innovation: A Preliminary Maturity Model for Leveraging Digitalization in ManufacturingMoving to smart factories presents specific challenges that can be addressed through a structured approach focused on people. Research Technology Management, 61(5), 22–31. https://doi.org/10.1080/08956308.2018.1471277

Sjödin, D. R., Parida, V., Leksell, M., & Petrovic, A. (2018). Smart Factory Implementation and Process Innovation: A Preliminary Maturity Model for Leveraging Digitalization in Manufacturing Moving to smart factories presents specific challenges that can be addressed through a structured approach focused on people. Research Technology Management, 61(5), 22–31.

Thoben, Klaus-D., Wiesner, S., & Wuest, T. (2017). Industrie 4.0 and Smart Manufacturing – A Review of Research Issues and Application Examples. International Journal of Automation Technology. v.11, n.1. jan.

Trakulsunti, Y., Antony, J. & Douglas, J.A. (2020). "Lean Six Sigma implementation and sustainability roadmap for reducing medication errors in hospitals", The TQM Journal, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/TQM-03-2020-0063

Tutida, A. Y., Rossetto, C. R., Santos, R. C. dos, & Mazon, G. (2022). Transformação Digital (TD): Uma Visão Geral da Produção Científica Internacional na Última Década. Revista Inteligência Competitiva, 12(1), e0413. https://doi.org/10.24883/IberoamericanIC.v12i.2022.e0413

Vinayavekhin, S., & Phaal, R. (2020). Improving Synergy in Strategic Planning: Enablers and Synchronisation Assessment Framework (SAF). International Journal of Innovation and Technology Management. https://doi.org/10.1142/S0219877020500091

Xu, L. D., Xu, E. L., & Li, L. (2018). Industry 4.0: State of the art and future trends. International Journal of Production Research, 56(8), 2941–2962.

Zhong, R. Y., Xua, X., Klotz, E., & Newman, S. T. (2017). Intelligent Manufacturing in the Context of Industry 4.0: A Review. Engineering, 3 (5), October, 616-630.

WORLD ECONOMIC FORUM – WEF. (2017). System Initiative on shaping the Future of Production: Impact of the Fourth Industrial Revolution on Supply Chains. WEF: 2017. Available: http://www3.weforum.org/docs/_Impact_of_the_Fourth_Industrial. Access at 24 fev. 2020.

Yin, R. K. (2014). Case Study Research, Design and Methods. 5th ed. USA: Sage Publications, Thousand Oaks, CA.

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Published

2024-04-09

How to Cite

Santos, R. C. dos, Raupp, F. M., Silva Junior, D. de S., & Tutida, A. Y. (2024). Construction of Roadmaps applicable to industry 4.0: case of the Brazilian and American companies. Journal of Management & Technology, 24(1), 58–90. https://doi.org/10.20397/2177-6652/2023.v23i4.2633

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ARTIGO