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Hong-Liang Pan

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Sep 2026

Artificial Intelligence Adoption and Circular Economy Performance: Global Insights Into Resource Circularity Dynamics

Global economic development remains largely unsustainable under the dominant linear “take‐make‐dispose” production model. This model accelerates resource depletion, waste generation, and environmental degradation and undermines ecological stability. The circular economy (CE) offers a systemic alternative by improving...

S. Shah, Hong-Liang Pan, Lu Ye · 0 citations

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