Industry 4.0: An analysis of the production of scientific papers based on indicators

Authors

DOI:

https://doi.org/10.33448/rsd-v10i11.18923

Keywords:

Industry 4.0; Indicators; Cluster.

Abstract

The application of technologies related to Industry 4.0 is already underway in countries such as the United States, Germany, China, South Korea and Japan. Given the importance of using new technologies of Industry 4.0, listed in the scientific literature, we aim to understand how international academic publications on Industry 4.0 are characterized, based on their scientific indicators. In order to meet the objective, scientific publications were extracted from the Web of Science platform and analysis techniques such as Bibliometric, Spearman Correlation and Clustering (Cluster) were used. The revelations have pointed out that the Industry 4.0 theme is recent in terms of scientific publications by the Web of Science platform. In this database, the first Management, Business and Economics academic publications took place in 2016, although from 2018 onwards, there is a significant increase of academic publications in the researched area. Empirical disclosure provided evidence that the various measurements of indicators on the Impact Factor and number of citations converge with each other. The results pointed to a gap in indicators that demonstrate academic publications with expressive citations in low-impact journals. Finally, it is pointed out that these quantitative disclosures contribute to the decision-making initial process, but with limitations, considering the importance of interpretive analysis of the scientific literature content.

Author Biographies

Maria do Socorro de Souza, Universidade Municipal de São Caetano do Sul

Universidade de São Caetano do Sul - Campus Conceição: Rua Conceição, 321 - Santo Antônio - São Caetano do Sul - 09530-060

Jakeline Rodrigues de Aquino Bezerra, Universidade Municipal de São Caetano do Sul

Universidade de São Caetano do Sul - Campus Conceição: Rua Conceição, 321 - Santo Antônio - São Caetano do Sul - 09530-060

Universidade Federal do Piaui-UFPI

Luis Paulo Bresciani, Universidade Municipal de São Caetano do Sul

Municipal University of São Caetano do Sul - Conceição Campus: Rua Conceição, 321 - Santo Antônio - São Caetano do Sul - 09530-060

Brazil

Edimilson Eduardo da Silva, Universidade Federal dos Vales do Jequitinhonha e Mucuri

Federal University of Jequitinhonha and Mucuri Valleys-MG
Brazil

References

Ancarani, A., Di Mauro, C., & Mascali, F. (2019). Backshoring strategy and the adoption of Industry 4.0: Evidence from Europe. Journal of World Business, 54(4), 360-371.

Antunes, A. A. (2015). Como avaliar produção científica. Revista do Colégio Brasileiro de Cirurgiões, 42(1), 17-19.

Araújo, C. A. (2006). Bibliometria: Evolução histórica e questões atuais. Em Questão, 12(1), 11-32.

Arbix, G. et al. (2017). O Brasil e a nova onda de manufatura avançada: O que aprender com Alemanha, China e Estados Unidos. Novos Estudos CEBRAP, 36(3), 28-49.

Basl, J. (2017). Pilot study of readiness of Czech companies to implement the principles of Industry 4.0. Management and Production Engineering Review, 8(2), 3-8.

Bollen, J., Rodriquez, M. A., & Van De Sompel, H. (2006). Journal status. Scientometrics, 69(3), 669-687.

Christensen, C. M., Raynor, M. E., & Mcdonald, R. (2015). What is disruptive innovation. Harvard Business Review, 93(12), 44-53.

Costas, R., & Bordons, M. (2007). The h-index: Advantages, limitations and its relation with other bibliometric indicators at the micro level. Journal of Informetrics, 1(3), 193-203.

Dellavalle, R. P. et al. (2007). Refining dermatology journal impact factors using PageRank. Journal of the American Academy of Dermatology, 57(1), 116-119.

Dutta, G., Kumar, R., & Sindhwani, R. (2020). Digital transformation priorities of India’ s discrete manufacturing SMEs – a conceptual study in perspective of Industry 4.0. Competitiveness Review: An International Business Journal, 30(3), 289-314.

Elkington, J. (1998). Cannibals with Forks. The Triple Bottow Line of 21st Century Business, Grabiola Island: New Society Publishers.

Falagas, M. E., Pitsouni E. I., Malietzis, G. A., & Pappas, G. (2008). Comparison of PubMed, Scopus, web of science, and Google scholar: strengths and weaknesses. The FASEB journal, 22(2), 338-342.

Garfield, E. (2000). The use of JCR and JPI in measuring short and long term journal impact. Croatian Medical Journal, 41(4), 368-74.

Garfield, E. (2006). The History and Meaning of the Journal Impact Factor. JAMA, 295(1), 90-93.

Gereffi, G. (2013). Global value chains in a post-Washington Consensus world. Review of International Political Economy, 21(1), 9-37.

Gerlitz, L. (2016). Design management as a domain of smart and sustainable enterprise: business modelling for innovation and smart growth in Industry 4.0. The International Journal Entrepreneurship and Sustainability Issues, 3(3), 244-268.

Gobble, M. M. (2014). News and analysis of the globla innovation scene. Research-Technology Management, 57(2), 2-8.

Goffman, W. (1966). Mathematical approach to the spread of scientifics ideas: The history of mast cell research. Nature, 212(1), 449-452.

González-Pereira, B., Guerrero-Bote, V. P., & Moya-Anegón, F. (2010). A new approach to the metric of journals’ scientific prestige: The SJR indicator. Journal of Informetrics, 4(3), 379-391.

Hair, J. F. et al. (2009). Análise multivariada de dados. 6. ed. Porto Alegre: Bookman.

Hartmann, M., & Halecker, B. (2015). Management of innovation in the industrial internet of things. In: Proc. 26th Int. Society for Professional Innovation Management Conf. (ISPIM), pp. 1–17. Budapest.

Hirsch, J. E. (2005). Na index to quantify na individual´s scientific research output. Proceedings of the National Academy of Sciences, 102(46), 16569-16572.

Instituto de Estudos para o Desenvolvimento Industrial - IEDI. (2017). Política Industrial para o futuro - A iniciativa indústria 4.0 na Alemanha. IEDI. Recuperado de: https://www.iedi.org.br/cartas/carta_iedi_n_807.html.

Kagermann, H., Wahlster, W., & Helbig, J. (2013). Recommendations for implementing the strategic initiative INDUSTRIE 4.0: Securing the future of German manufacturing industry; final report of the Industrie 4.0 Working Group. Forschungsunion.

Khan, M. et al. (2017). Big data challenges and opportunities in the hype of Industry 4.0. In: 2017 IEEE International Conference on Communications (ICC). IEEE, p. 1-6.

Kiel, D., Müller, J. M., Arnold, C., & Voigt, K. (2017). Sustainable industrial value creation: Benefits and challenges of industry 4.0. International Journal of Innovation Management, 1(8), 1-34.

Kim, D. (2020). Electronic Commerce Research and Applications A 2020 perspective on “A dynamic model for the evolution of the next generation Internet - Implications for network policies”: Towards a balanced perspective on the Internet ’ s role in the 5G and Industry 4.0. Electronic Commerce Research and Applications, 41, e100966.

Kodrzycki, Y. K., & Yu, P. (2006). New approaches to ranking economics journals. The BE Journal of Economic Analysis & Policy, 5(1), 5-12.

Lee, E. A. (2008). Cyber physical systems: Design challenges. 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC).

Li, L. (2018). China’s manufacturing locus in 2025: With a comparison of “Made-in-China” and “Industry 4.0”. Technological Forecasting & Social Change, 135, 66-74.

Li, L. (2013). The path to Made-in-China: How this was done and future prospects. International Journal of Production Economics, 146(1), 4-13.

Morteza, G. (2018). The future of manufacturing industry: A strategic roadmap toward Industry 4.0. Journal of Manufacturing Technology Management, 29(6), 910-936.

Mueller, S. P. M. (2006). A comunicação científica e o movimento de acesso livre ao conhecimento. Ciência Da Informação, 35(2), 27-38.

Okubo, Y. (1997). Bibliometric indicators and analysis of research systems: Methods and Examples. OECD Science, Technology and Industry Working Papers, No. 1997/01, OECD Publishing, Paris.

Panés, J., & Gisbert, J. P. (2009). Publicación científica, indicadores bibliométricos e índice h de Hirsch. Gastroenterología y hepatología, 32(3), 140-149.

Price, D. J. S. (1695). Networks of scientific papers. Science, 149(3683), 510-515.

Quindós, G. (2009). Confundiendo al confuso: Reflexiones sobre el factor de impacto, el índice h (irsch), el valor Q y otros cofactores que influyen en la felicidad del investigador. Revista Iberoamericana de Micología, 26(2), 97-102.

Rajkumar, R., Lee, I., Sha, L., & Stankovic, J. (2010). Cyber-physical systems: the next computing revolution. In: Proceedings of the design automation conference 13-18 June 2010, Anheim, p. 731-736.

Ruiz, M. A., Greco, O. T., & Braile, D. M. (2009). Fator de impacto: Importância e influência no meio editorial, acadêmico e científico. Revista Brasileira de Hematologia e Hemoterapia, 31(5), 355-360.

Schwab, K. A Quarta Revolução Industrial. São Paulo: Edipro, 2017.

Schwab, K. Aplicando a quarta revolução industrial. São Paulo: Edipro, 2018.

Schwab, K. (2018). The Global Competitiveness Report. Fórum Econômico Mundial. Disponível em:

Ślusarczyk, B. (2018). Industry 4.0: Are we ready?. Polish Journal of Management Studies, 17(1), 232-248.

Thomaz, P. G., Assad, R. S., & Moreira, L. F. P. (2011). Uso do fator de impacto e do índice H para avaliar pesquisadores e publicações. Arquivos Brasileiros de Cardiologia, 96(2), 90-93.

Toro, A. G., & Amezcua, M. (2006). The Hirsch's h-index. An update on the author's evaluation methods and their contributions in scientific publications. Index de Enfermería [Index Enferm], 55, 38-43.

Wang, S., Wan, J., Li, D., & Zhang, C. (2016). Implementing Smart Factory of Industrie 4.0: An Outlook. International Journal of Distributed Sensor Networks, 12(1), 3159805.

Winkmann, G., Schlutius, S., & Schweim, H. G. (2002). Citation rates of medical German-language journals in English-language papers-do they correlate with the Impact Factor, and who cites?. DMW - Deutsche Medizinische Wochenschrift, 127(4), 138-143.

Zupic, I.., & Čater, T. (2015). Bibliometric Methods in Management and Organization. Organizational Research Methods, 18(3), 429–472.

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Published

28/08/2021

How to Cite

SOUZA, M. do S. de .; BEZERRA, J. R. de A. .; BRESCIANI, L. P. .; SILVA, E. E. da . Industry 4.0: An analysis of the production of scientific papers based on indicators . Research, Society and Development, [S. l.], v. 10, n. 11, p. e193101118923, 2021. DOI: 10.33448/rsd-v10i11.18923. Disponível em: https://rsdjournal.org/index.php/rsd/article/view/18923. Acesso em: 22 nov. 2024.

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Human and Social Sciences