September 5, 2025Scientific ReportsOpen Access

Analysis of spatial correlation network and influencing factors of green energy efficiency in urban agglomerations

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Exploratory data analysis reveals spatial correlation in green energy efficiency, highlighting innovation and regulations' role.

The urban green total factor energy efficiency (GTFEE) shows a downward trend and is spatially imbalanced.
Core areas in the northern urban agglomeration facilitate a complex multi-level energy efficiency network.
Green technology innovation and environmental regulation positively impact GTFEE network connections.
The study provides insights for developing regional green energy strategies through spatial correlation analysis.

Shuai et al. (2025) studied this question.

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