Industry 4.0 Readiness Assessment – A Comparative Analysis of Portuguese and Brazilian Companies

Purpose: This paper aims to present a comparative analysis of the Industry 4.0 (I4.0) maturity levels between Portuguese and Brazilian industrial companies. This study focuses on identifying significant differences across various evaluation dimensions using a standardized maturity model (MM). Methodology: The same evaluation model, developed by the German Mechanical Engineering Industry Association (VDMA), was applied to Portuguese and Brazilian companies, specifically in the State of Espírito Santo (ES). The research encompassed 370 Portuguese industrial companies and 46 Brazilian ones. The VDMA platform was used to process individual results, indicating the levels across six model dimensions and providing an overall score on a scale of 0–5. The data collected were then tabulated to enable a comparative analysis between the two countries. Findings: The study revealed that, on average, Brazilian companies have a lower maturity level (0.95) than Portuguese companies (1.22) on the 0–5 scale for I4.0 readiness. Notably, significant differences were observed in the dimensions of Smart Operations and Employees. Based on these differences, this study outlines potential pathways for these companies to enhance their I4.0 maturity levels. Originality/value: This research provides a unique comparative perspective on industrial companies’ I4.0 maturity levels in Portugal and Brazil, using a standardized and widely recognized MM. The findings offer valuable insights into the specific areas where companies in these countries can focus their efforts to advance their readiness for I4.0, highlighting the importance of tailored strategies for different national contexts.

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Publication Details

Journal
Journal of Industrial Integration and Management
Published
2025-06-06
DOI
https://doi.org/10.1142/s2424862225500046
Citations
1
Primary Topic
Technology Assessment and Management
Type
article
Field-Weighted Citation Impact
1.30
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article

Industry 4.0 Readiness Assessment – A Comparative Analysis of Portuguese and Brazilian Companies

António J. Marques Cardoso, Luciano Raizer Moura, André Martins Guimarães
1 citations
Journal of Industrial Integration and Management
Technology Assessment and Management
1.30
article

Industry 4.0 Readiness Assessment – A Comparative Analysis of Portuguese and Brazilian Companies

António J. Marques Cardoso, Luciano Raizer Moura, André Martins Guimarães
article en
1 citations

Abstract

Purpose: This paper aims to present a comparative analysis of the Industry 4.0 (I4.0) maturity levels between Portuguese and Brazilian industrial companies. This study focuses on identifying significant differences across various evaluation dimensions using a standardized maturity model (MM). Methodology: The same evaluation model, developed by the German Mechanical Engineering Industry Association (VDMA), was applied to Portuguese and Brazilian companies, specifically in the State of Espírito Santo (ES). The research encompassed 370 Portuguese industrial companies and 46 Brazilian ones. The VDMA platform was used to process individual results, indicating the levels across six model dimensions and providing an overall score on a scale of 0–5. The data collected were then tabulated to enable a comparative analysis between the two countries. Findings: The study revealed that, on average, Brazilian companies have a lower maturity level (0.95) than Portuguese companies (1.22) on the 0–5 scale for I4.0 readiness. Notably, significant differences were observed in the dimensions of Smart Operations and Employees. Based on these differences, this study outlines potential pathways for these companies to enhance their I4.0 maturity levels. Originality/value: This research provides a unique comparative perspective on industrial companies’ I4.0 maturity levels in Portugal and Brazil, using a standardized and widely recognized MM. The findings offer valuable insights into the specific areas where companies in these countries can focus their efforts to advance their readiness for I4.0, highlighting the importance of tailored strategies for different national contexts.

Journal of Industrial Integration and Management
University of Beira Interior (PT), Universidade Federal do Espírito Santo (BR), Polytechnic Institute of Viseu (PT)
Openalex Percentile: Top 21%
Technology Assessment and Management
1.30
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