
Frontiers in Marine Science | New and Recent Articles
How artificial intelligence improves the resilience of marine firms: insights from China’s A-share market
In the context of increasing global economic volatility, understanding how artificial intelligence (AI) enhances the resilience of marine firms is crucial for fostering high-quality marine development. This study analyzes panel data from China's A-share listed marine firms from 2012 to 2023, revealing that AI significantly boosts firm resilience through three key mechanisms: reducing internal transaction costs, improving asset operational efficiency, and diversifying international market strategies.

































