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Xi-Yan Song

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Open access Sep 2026

Structural Associations of Digital Economy Components with Green Economic Efficiency in China

Digital transformation may improve productive efficiency while increasing energy and material demand. We examine its association with green economic efficiency (GEE) in a balanced panel of 30 Chinese provincial-level regions from 2012 to 2023. GEE is measured using an undesirable-output, output-oriented, constant-retur...

Hong-Gang Xue, Xi-Yan Song, Xiao-Ling Yuan et al. · 0 citations

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