AUTHOR=Lu Dandan , Li Li TITLE=Four-chain integration and policy pathways for marine new type productivity JOURNAL=Frontiers in Marine Science VOLUME=Volume 12 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2025.1710678 DOI=10.3389/fmars.2025.1710678 ISSN=2296-7745 ABSTRACT=This study constructs an evaluation system incorporating the four chains of talent, innovation, industry, and capital to measure marine new-quality productivity across 11 coastal provinces in China from 2011 to 2022. Using entropy weighting, kernel density estimation, and fuzzy-set Qualitative Comparative Analysis (fsQCA), the study analyzes the spatiotemporal evolution and policy-driven pathways of marine productivity. The results indicate an overall upward trend in marine productivity with significant regional disparities. High-level regions exhibit synergistic policies across the four chains, while medium- and low-level regions face constraints due to insufficient talent and capital support. The policy focus has shifted from industry-led development to innovation-capital synergy, providing empirical support for differentiated policy design to promote coordinated regional development of marine new-quality productivity.