Adoption of circular economy innovations: the role of Artificial Intelligence
基于德国创新调查数据，研究发现投资人工智能的企业更可能引入循环经济创新，尤其是降低污染和排放的外部性创新。
The circular economy represents a systematic shift in production and consumption, aimed at extending the life cycle of products and materials while minimising resource use and waste. However, achieving the goals of the circular economy presents firms with the challenge of innovating new products, technologies, and business models. This paper explores the role of artificial intelligence as an enabler of circular economy innovations. Through an empirical analysis of the German Community Innovation Survey, we show that firms investing in artificial intelligence are more likely to introduce circular economy innovations than those that do not, particularly innovations aimed at lowering production externalities such as pollution and emissions reductions. The findings of this paper underscore artificial intelligence’s potential to accelerate the transition to the circular economy.