Endogeneity
Endogeneity on World Data Ocean: a running collection of 2 stories we have gathered and hand-picked because they are worth your time. Every post here touches on endogeneity in some way — the news, the analysis, the deep dives, and the occasional surprise find. A Global Hub for Ocean Intelligence 4 World Data Ocean is a centralized digital platform where researchers, scientists, and ocean enthusiasts converge to explore, analyze, and… New stories are added to this page as we find them, so check back if you want to keep up with what is happening around endogeneity, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything World Data Ocean is covering right now.

Does new digital infrastructure promote the low-carbon transformation of fisheries: evidence from carbon emissions across Chinese provinces
New digital infrastructure (NDI) presents a critical pathway toward achieving China’s “dual carbon” goals within the fisheries sector. A recent study, utilizing longitudinal panel data across 30 Chinese provinces (2004-2024), demonstrates a statistically significant reduction in fishery carbon emissions linked to NDI development. Findings reveal that NDI fosters technological progress, optimizes industrial structure, and promotes cleaner energy adoption, with spatial spillover effects indicating broader regional benefits. For further exploration of maritime innovation, see our coverage of China’s deployment of a bamboo-built offshore solar platform.

The digital economy and marine new-quality productivity: unraveling the N-shaped relationship
The burgeoning digital economy's influence on marine productivity in China presents a complex, and previously understudied, relationship. This study, utilizing panel data from 2011-2021, rigorously investigates the connection between the digital economy and marine new-quality productivity (MNQP) across 11 coastal provinces. Findings reveal a significant N-shaped nonlinear relationship, demonstrating that the digital economy's impact on MNQP varies across development stages.