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Author

Adriana Marotti de Mello

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Review Open access Aug 2026

Digital Optimization or Circular Transformation? The Role of Industry 4.0 Technologies in Circular Business Models

Industry 4.0 technologies are increasingly recognized as important contributors to the transition toward a circular economy, yet their association with circular business models (CBMs) remains poorly understood. This paper examines how Industry 4.0 technologies contribute to CBM implementation. Drawing on a systematic l...

Felipe Bastos dos Reis, Adriana Marotti de Mello, João Valsecchi Ribeiro de Souza · 0 citations

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