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Does the digital economy enhance green total factor productivity in China? The evidence from a national big data comprehensive pilot zone

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  1. Yang, Yuhan & Zhang, Chong & Liu, Baoliu & Huang, Yujie & Tai, Yafei, 2024. "Mystery of special government subsidies: How does digital transformation promote enterprise innovation and development?," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 1-16.
  2. Wei, Rongrong & Xia, Yueming, 2024. "Digital transformation and corporate green total factor productivity: Based on double/debiased machine learning robustness estimation," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 808-827.
  3. Chen, Yiran & Li, Jiaye & Tong, Yan & Jin, Laiqun, 2025. "Can big data inhibit earnings management in corporations? — An analysis based on national big data comprehensive pilot zones," Research in International Business and Finance, Elsevier, vol. 78(C).
  4. Cai, Qihai & Jiang, Fangxin & Lei, Pengfei, 2024. "Evaluating the synergistic effects of the digital economy and carbon emission trade exchange on enterprise high-quality development," International Review of Economics & Finance, Elsevier, vol. 95(C).
  5. Shahzad Mushtaq & Faisal Sultan Qadri, 2026. "Nexus between tourism, renewable energy, and unemployment in South Africa. Insight from KRLS analysis," Economic Change and Restructuring, Springer, vol. 59(1), pages 1-29, February.
  6. Liao, Wenqi & Zhuo, Ling, 2025. "The impact of public data openness on corporate supply chain efficiency: A quasi-natural experiment based on a local government data openness platform," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 1557-1574.
  7. Deng, Youyi & Dong, Kangyin & Sun, Qian & Xue, Jinjun, 2025. "Broadening energy resilience: How does the digital economy affect the global energy value chain?," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 111-121.
  8. Zhang, Pan & Wang, Shihong & Li, Boying, 2025. "Harnessing government digital attention: Reducing carbon emissions through the pathways of digitalization," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 1008-1019.
  9. Yu, HuiRu & Shu, Kedong & Ni, Zeqiang & Liu, Qing & Li, ShuaiHang, 2025. "Does big data promote firms’ leverage ratios? Evidence from China’s national comprehensive big data pilot zones," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 1817-1833.
  10. Zhang, Jinning & Liu, Xinyu & Lyu, Yanwei, 2024. "Exploring innovative digital strategies for sustainable development: Addressing challenges of mineral resource scarcity," Resources Policy, Elsevier, vol. 93(C).
  11. Sun, Zhe & Liu, Lei & Attri, Rekha & Zhao, Liang & Alofaysan, Hind, 2025. "Urban digitalization and government environmental attention: An attention allocation theory perspective," Technological Forecasting and Social Change, Elsevier, vol. 219(C).
  12. Wang, Ruqi & Xu, Pei & Gao, Honggui, 2024. "Rectifying local governments’ strategic environmental enforcement: Can refined air pollution monitoring enhance local air quality in China?," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 978-995.
  13. Li, Yiping & Zheng, Lanxing & Xie, Chang & Fang, Jiming, 2024. "Big data development and enterprise ESG performance: Empirical evidence from China," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 742-755.
  14. Aimin Wang & Sadam Hussain & Jiying Yan, 2025. "Evaluating the interlinkage between pesticide residue regulation and agricultural green total factor productivity: empirical insights derived from the threshold effect model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(8), pages 19999-20026, August.
  15. Zhong, Changbiao & Zhang, Chao, 2024. "Can data elements enhance urban innovation? Evidence from China," China Economic Review, Elsevier, vol. 88(C).
  16. Huang, Chenchen & Min Du, Anna & Lin, Boqiang, 2025. "How does the digital economy affect the green transition: The role of industrial intelligence and E-commerce," Research in International Business and Finance, Elsevier, vol. 73(PA).
  17. Zhang, Qiming & Zhao, Xuan, 2024. "Can the digital economy facilitate the optimization of industrial structure in resource-based cities?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 405-416.
  18. Li, Cheng & Li, Tao & Zhao, Shengkun & Zhao, Xuankai, 2025. "The financial benefits of digital technology adoption: Evidence from large language model," Research in International Business and Finance, Elsevier, vol. 80(C).
  19. Zhong, Shen & Zhou, Zhicheng & Gao, Wei, 2025. "Impact of regional finance reform and innovation policies on green innovation in pilot cities: A quasi-natural experiment," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 888-911.
  20. Wang, Xinpeng & Zhang, Yingying, 2025. "The impact of digital infrastructure on urban radical innovation: Evidence from the “Broadband China” Demonstration Policy," International Review of Financial Analysis, Elsevier, vol. 106(C).
  21. Zhang, Dongmei & Wang, Zixun, 2025. "Consumer complaints as catalysts: driving firms' total factor productivity enhancement," Finance Research Letters, Elsevier, vol. 86(PG).
  22. Li, Huanjie & Zhang, Yuan & Li, Yan, 2024. "The impact of the digital economy on the total factor productivity of manufacturing firms: Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
  23. Xu, Jingru & Yang, Baochen & Yuan, Chunlai, 2025. "The impact of supply chain digitalization on urban resilience: Do industrial chain resilience, green total factor productivity and innovation matter?," Energy Economics, Elsevier, vol. 145(C).
  24. Luo, Haotian, 2025. "Does smart city construction exacerbate capital misallocation? Spatial spillovers, digital transformation, and robotics application," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 328-344.
  25. Jiang, Gaoyang & Peng, Jie & Liang, Xintong & Pan, Junyu, 2025. "Supply chain digitization and continuous green innovation: Evidence from China," Energy Economics, Elsevier, vol. 142(C).
  26. Shi, Wen & Zhang, Zenglian, 2025. "Exploring the role of digital governance: The effect of audit digitalization on firms’ internal control weaknesses in China," International Journal of Accounting Information Systems, Elsevier, vol. 56(C).
  27. Yang, Yi & Shen, Liyin & Sang, Meiyue & Ding, Xinyi, 2025. "The impact of digitalization on urban sustainable development – An economic perspective," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
  28. Xiaowen Sha & Boyang Li & Ziyu Zhao & Xiaosong Yin & Jinyao Dong & Yuhang Yang & Zhihao Xu, 2025. "How Does Population Aging Affect New Quality Productivity in Economic Sustainability? An Empirical Study Based on Mediating Mechanisms and Moderating Effects," Sustainability, MDPI, vol. 17(18), pages 1-23, September.
  29. Huifang Liu & Pengwei Yuan & Xiaoqing Dong, 2025. "How does the digital economy affect green total factor productivity? -Based on the urban cluster perspective," Economic Change and Restructuring, Springer, vol. 58(5), pages 1-26, October.
  30. Sun, Zhaoyang & Rao, Meng & Yao, Baoshuai & Ci, Huifang & Li, Zongrun & Feng, Chao, 2025. "Driving enterprise new quality productivity: The role of big data tax collection," International Review of Financial Analysis, Elsevier, vol. 103(C).
  31. Guangya Zhou & Helian Xu & Chuanzeng Jiang & Shiqi Deng & Liming Chen & Zhi Zhang, 2024. "Has the Digital Economy Improved the Urban Land Green Use Efficiency? Evidence from the National Big Data Comprehensive Pilot Zone Policy," Land, MDPI, vol. 13(7), pages 1-25, June.
  32. Wang, Lianghu & Shao, Jun, 2025. "How does regional integration policy affect urban energy efficiency? A quasi-natural experiment based on policy of national urban agglomeration," Energy, Elsevier, vol. 319(C).
  33. Zhang, Kun & Kou, Zi-Xuan & Zhu, Pei-Hua & Qian, Xiang-Yan & Yang, Yun-Ze, 2025. "How does AI affect urban carbon emissions? Quasi-experimental evidence from China's AI innovation and development pilot zones," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 426-447.
  34. Muhammad Salman, 2026. "Green productivity and energy transition under china’s belt and road policy: a geopolitical perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(4), pages 10559-10590, April.
  35. Meng, Shunjie & Xu, Xiaoxin, 2025. "Can digital infrastructure improve corporate productivity? Evidence from a quasi-natural experiment in China✰," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1867-1884.
  36. Xu, Yuanbin & Wei, Yuan & Zeng, Xin & Yu, Haiqing & Chen, Hongjie, 2024. "Big data development and labor income share: Evidence from China's national big data comprehensive pilot zones," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1415-1437.
  37. Dong, Li & Zhu, Xiaowei & Yang, Luwei & Jiang, Guoliang, 2025. "Unleashing the power of data element markets: Driving urban green growth through marketization, innovation, and digital finance," International Review of Economics & Finance, Elsevier, vol. 99(C).
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