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Unveiling the relationship between sustainable development and Industry 4.0: A text mining literature analysis

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  • Serena Strazzullo
  • Sérgio Moro
  • Livio Cricelli

Abstract

This article aims to assess the evolution of the literature on the link between Industry 4.0 and sustainable development. Through a systematic analysis of the literature, a sample of 234 documents was identified, published between 2011 and 2021. Given the large number of papers collected, the text mining approach was performed to analyze the sample of documents. In particular, the latent Dirichlet allocation model was adopted to group articles in different relevant topics starting from two dictionaries belonging to terms both in the domain of Industry 4.0 and in sustainability. As a result, 11 different topics have been identified that link these two domains. The results showed a strong predominance of Industry 4.0 compared to sustainability models that are very focused only on the environmental aspect. In conclusion, this study emphasizes future research potential by highlighting these existing research areas.

Suggested Citation

  • Serena Strazzullo & Sérgio Moro & Livio Cricelli, 2023. "Unveiling the relationship between sustainable development and Industry 4.0: A text mining literature analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(4), pages 2851-2862, August.
    • Handle: RePEc:wly:sustdv:v:31:y:2023:i:4:p:2851-2862
    DOI: 10.1002/sd.2552
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    1. Vincenzo Varriale & Mark Anthony Camilleri & Antonello Cammarano & Francesca Michelino & Julian Müller & Serena Strazzullo, 2025. "Unleashing digital transformation to achieve the sustainable development goals across multiple sectors," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(1), pages 565-579, February.
    2. Rame, Rame & Purwanto, Purwanto & Sudarno, Sudarno, 2024. "Industry 5.0 and sustainability: An overview of emerging trends and challenges for a green future," Innovation and Green Development, Elsevier, vol. 3(4).
    3. Mohammad Al Haj Eid & Ala' Omar Dandis & Virginia Cathro & Mathew Parackal, 2024. "Exploring public voice on social media: Twitter Users' views on the circular economy," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 6360-6373, December.
    4. Feiyang Wei & Bon‐Gang Hwang & Hanjing Zhu & Jasmine Ngo, 2024. "Project management for sustainable development: Critical determinants of technological competency for project managers with smart technologies," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3654-3677, August.

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