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Qian Zhou

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Open access Jul 2026

Digital transformation and green total factor productivity: A contingency perspective on spatial and social embeddedness

Summary Green high-quality development requires balancing environmental sustainability with manufacturing growth. Using data from Chinese publicly listed firms from 2012 to 2021, this study demonstrates that digital transformation (DT) significantly increases green total factor productivity (GTFP) in the manufacturing...

Yu Chen, Shuangshuang Liu, Qian Zhou · 0 citations

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