Spatial differences and formation mechanisms of innovation ecosystem dynamic operational efficiency along the yellow river.

Sci Rep · 2025 · PMC12104453 · PMID 40415102

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an increasing trendno p-value reported

The results also revealed that the overall Gini coefficients for dynamic operational efficiency (TFP) and technical efficiency (EFF) in the Yellow River Basin tended to convergence, whereas those for technological change (TECH) are of an increasing trend.

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a decreasing trendno p-value reported

With respect to the dynamic changes in contribution rates, BT had the largest average contribution to overall EFF differences but showed a decreasing trend.

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