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Guiding organizations in the digital era: Tools and metrics for success

Italo Cesidio Fantozzi et al.

International Journal of Engineering Business Management2025https://doi.org/10.1177/18479790241312804article
AJG 1
Weight
0.62

What the paper says

This study develops a strategic framework to guide the adoption of Industry 4.0 technologies across various business sectors. Using a mixed-methods approach, the research combines an extensive literature review with empirical investigations, including case studies and surveys with industry practitioners. The framework integrates advanced digital technologies, such as artificial intelligence and immersive solutions, and provides specific indicators to measure adoption progress. Key findings highlight critical business areas benefiting from digital transformation, such as production, operations management, and IT, showcasing improvements in resource management, operational efficiency, and innovation capabilities. The study’s originality lies in its comprehensive and actionable framework, validated through empirical data and aligned with international standards, offering practical tools for businesses navigating digital transformation.

16 citations

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https://doi.org/https://doi.org/10.1177/18479790241312804

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@article{italo2025,
  title        = {{Guiding organizations in the digital era: Tools and metrics for success}},
  author       = {Italo Cesidio Fantozzi et al.},
  journal      = {International Journal of Engineering Business Management},
  year         = {2025},
  doi          = {https://doi.org/https://doi.org/10.1177/18479790241312804},
}

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Guiding organizations in the digital era: Tools and metrics for success

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Evidence weight

0.62

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.64 × 0.4 = 0.26
M · momentum0.90 × 0.15 = 0.14
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.