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Green total factor productivity: A re-examination of quality of growth for provinces in China

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  1. Wenxing Jia & Shengnan Wu & Yang Yang & Xueliang Zhang, 2024. "Growth of Green Total Factor Productivity in China: “Structural Dividend” or “Reform Dividend”?," Growth and Change, Wiley Blackwell, vol. 55(4), December.
  2. Wenhan Ren & Yu Chen, 2022. "Realizing the Improvement of Green Total Factor Productivity of the Marine Economy—New Evidence from China’s Coastal Areas," IJERPH, MDPI, vol. 19(14), pages 1-22, July.
  3. Wang, Weilong & Wang, Jianlong & Wu, Haitao, 2024. "The impact of energy-consuming rights trading on green total factor productivity in the context of digital economy: Evidence from listed firms in China," Energy Economics, Elsevier, vol. 131(C).
  4. Jing Han & Xi Chen & Yawen Sun, 2021. "Technology or Institutions: Which Is the Source of Green Economic Growth in Chinese Cities?," Sustainability, MDPI, vol. 13(19), pages 1-20, October.
  5. Dan Pan & Yi Yu & Wei Hong & Shengdong Chen, 2024. "Does campaign-style environmental regulation induce green economic growth? Evidence from China's central environmental protection inspection policy," Energy & Environment, , vol. 35(5), pages 2382-2406, August.
  6. Tan, Ruipeng & Pan, Lulu & Xu, Mengmeng & He, Xinju, 2022. "Transportation infrastructure, economic agglomeration and non-linearities of green total factor productivity growth in China: Evidence from partially linear functional coefficient model," Transport Policy, Elsevier, vol. 129(C), pages 1-13.
  7. Dinkneh Gebre Borojo & Jiang Yushi & Miao Miao & Luo Xiao, 2024. "The impacts of economic policy uncertainty, energy consumption, sustainable innovation, and quality of governance on green growth in emerging economies," Energy & Environment, , vol. 35(7), pages 3647-3672, November.
  8. Dong, Kangyin & Yang, Senmiao & Wang, Jianda & Dong, Xiucheng, 2023. "Revisiting energy justice: Is renewable energy technology innovation a tool for realizing a just energy system?," Energy Policy, Elsevier, vol. 183(C).
  9. Yi-feng Zhang & Min-xuan Ji & Xiu-zhi Zheng, 2023. "Digital Economy, Agricultural Technology Innovation, and Agricultural Green Total Factor Productivity," SAGE Open, , vol. 13(3), pages 21582440231, August.
  10. Shengyan Xu & Miao Liu & Ping Hua & Yibo Chen, 2024. "How Has Land Restriction Policy Influenced Green Total Factor Productivity? Evidence from Chinese Cities," Land, MDPI, vol. 13(12), pages 1-26, December.
  11. Zhu, Bei & Nakaishi, Tomoaki & Kagawa, Shigemi, 2024. "Neighbor's profit or Neighbor's beggar? Evidence from China's low carbon cities pilot scheme on green development," Energy Policy, Elsevier, vol. 195(C).
  12. Suyang Xiao & Susu Wang & Fanhua Zeng & Wei-Chiao Huang, 2022. "Spatial Differences and Influencing Factors of Industrial Green Total Factor Productivity in Chinese Industries," Sustainability, MDPI, vol. 14(15), pages 1-24, July.
  13. Yuxin Fang & Hongjun Cao, 2022. "Environmental Decentralization, Heterogeneous Environmental Regulation, and Green Total Factor Productivity—Evidence from China," Sustainability, MDPI, vol. 14(18), pages 1-20, September.
  14. Lei Jiang & Xingyu Chen & Yang Jiang & Bo Zhang, 2023. "Exploring the Direct and Spillover Effects of Aging on Green Total Factor Productivity in China: A Spatial Econometric Approach," Sustainability, MDPI, vol. 15(8), pages 1-19, April.
  15. Huang, Hongyun & Mo, Renbian & Chen, Xingquan, 2021. "New patterns in China's regional green development: An interval Malmquist–Luenberger productivity analysis," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 161-173.
  16. Yahong Feng & Xinyi Cheng & Ruihua Liu, 2024. "Research on the Performance Path of Industrial Green Total Factor Productivity in the Context of High-Quality Development—Based on Fuzzy-Set Qualitative Comparative Analysis," Sustainability, MDPI, vol. 16(1), pages 1-17, January.
  17. Wen Yao & Zhuo Sun, 2023. "The Impact of the Digital Economy on High-Quality Development of Agriculture: A China Case Study," Sustainability, MDPI, vol. 15(7), pages 1-19, March.
  18. Xinfei Li & Chang Xu & Baodong Cheng & Jingyang Duan & Yueming Li, 2021. "Does Environmental Regulation Improve the Green Total Factor Productivity of Chinese Cities? A Threshold Effect Analysis Based on the Economic Development Level," IJERPH, MDPI, vol. 18(9), pages 1-21, April.
  19. Chuan Li & Liangrong Song, 2022. "Regional Differences and Spatial Convergence of Green Development in China," Sustainability, MDPI, vol. 14(14), pages 1-16, July.
  20. Decai Tang & Zhangming Shan & Junxia He & Ziqian Zhao, 2022. "How Do Environmental Regulations and Outward Foreign Direct Investment Impact the Green Total Factor Productivity in China? A Mediating Effect Test Based on Provincial Panel Data," IJERPH, MDPI, vol. 19(23), pages 1-32, November.
  21. Fan, Min & Zhou, Yun & Lu, Zhixi & Gao, Sen, 2024. "Fintech's impact on green productivity in China: Role of fossil fuel energy structure, environmental regulations, government expenditure, and R&D investment," Resources Policy, Elsevier, vol. 91(C).
  22. Lei Jiang & Yuan Chen & Hui Zha & Bo Zhang & Yuanzheng Cui, 2022. "Quantifying the Impact of Urban Sprawl on Green Total Factor Productivity in China: Based on Satellite Observation Data and Spatial Econometric Models," Land, MDPI, vol. 11(12), pages 1-17, November.
  23. Zeng, Shihong & Gu, Yuxiao & Su, Bin & Li, Tengfei, 2025. "Energy consumption transition and green total factor productivity in Chinese prefecture-level cities," Energy Economics, Elsevier, vol. 142(C).
  24. Jacobi, Daniel & King, Elizabeth M. & Montenegro, Claudio & Orazem, Peter, 2025. "Governance, Risks, and Returns to Human Capital," ISU General Staff Papers 202504141344270000, Iowa State University, Department of Economics.
  25. Fan Ren, 2024. "Does Government Environmental Concern Affect Enterprise Sustainable Development? Evidence from China," Sustainability, MDPI, vol. 16(21), pages 1-21, November.
  26. Qingyan Zhu, 2023. "How Will the Relationship between Technological Innovation and Green Total Factor Productivity Change under the Influence of Service-Oriented Upgrading of Industrial Structure?," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
  27. Yuan, Guang & Liu, Jun & Wang, Yi, 2025. "Low-carbon city pilot policies, government attention, and green total factor productivity," Finance Research Letters, Elsevier, vol. 77(C).
  28. Yakun Wang & Jingli Jiang & Dongqing Wang & Xinshang You, 2022. "Can Mechanization Promote Green Agricultural Production? An Empirical Analysis of Maize Production in China," Sustainability, MDPI, vol. 15(1), pages 1-24, December.
  29. Deping Ye & Shangsong Zhen & Wei Wang & Yunqiang Liu, 2023. "Spatial double dividend from China’s main grain-producing areas policy: total factor productivity and the net carbon effect," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-22, December.
  30. Xiao Xiang & Qiao Fan, 2024. "Advancing Green TFP Calculation: A Novel Spatiotemporal Econometric Solow Residual Method and Its Application to China’s Urban Industrial Sectors," Mathematics, MDPI, vol. 12(9), pages 1-33, April.
  31. Yang Chen & Oleksii Lyulyov & Tetyana Pimonenko & Aleksy Kwilinski, 2024. "Green development of the country: Role of macroeconomic stability," Energy & Environment, , vol. 35(5), pages 2273-2295, August.
  32. Wang, Mei & Xu, Mi & Ma, Shaojun, 2021. "The effect of the spatial heterogeneity of human capital structure on regional green total factor productivity," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 427-441.
  33. Rongbing Huang & Xiaomin Zou, 2025. "Accountability audits of natural resources and industrial green total factor productivity: evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-17, December.
  34. Chin, Tachia & Li, Zhisheng & Huang, Leping & Li, Xinyu, 2025. "How artificial intelligence promotes new quality productive forces of firms: A dynamic capability view," Technological Forecasting and Social Change, Elsevier, vol. 216(C).
  35. Yiming Li & Liru Bai, 2024. "Economic Decentralization and High-Quality Urban Development: Perspective from Local Effect and Spatial Spillover in 276 Prefecture-Level Cities in China," Sustainability, MDPI, vol. 16(22), pages 1-33, November.
  36. Youyuan Zheng & Zhou Zhou & Fan Zhou, 2024. "The Non-Linear Effect of Dual Environmental Regulation on Urban Green Total Factor Productivity: Evidence from 284 Cities in China," Sustainability, MDPI, vol. 16(12), pages 1-22, June.
  37. Meiling Wang & Silu Pang & Ikram Hmani & Ilham Hmani & Cunfang Li & Zhengxia He, 2021. "Towards sustainable development: How does technological innovation drive the increase in green total factor productivity?," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 217-227, January.
  38. Jiongming Wang & Feng Wang & Zhenglong Yu & Xiaochen Chen & Xiaojie Lin & Peng Zhang & Zhouyong Lin & Jincheng Chen & Hongyu Guan & Yutong Gong, 2022. "Study on the Steam Source Selection of Feed Pump Turbine Based on Energy Matching," Energy and Environment Research, Canadian Center of Science and Education, vol. 11(1), pages 1-86, June.
  39. Feng, Rui & Shen, Chen & Dai, Dandan & Xin, Yaru, 2023. "Examining the spatiotemporal evolution, dynamic convergence and drivers of green total factor productivity in China’s urban agglomerations," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 744-764.
  40. Wei, Fangqing & Peng, Fei & Liu, Mengyue & Jiang, Ruixue, 2024. "Carbon productivity growth in China's thermal power industry: Empirical evidence using a bootstrapped Malmquist-Luenberger productivity index approach with fixed-sum undesirable outputs," Energy, Elsevier, vol. 304(C).
  41. Shuying Wang & Yifei Gao & Hongchang Zhou, 2022. "Research on Green Total Factor Productivity Enhancement Path from the Configurational Perspective—Based on the TOE Theoretical Framework," Sustainability, MDPI, vol. 14(21), pages 1-20, October.
  42. Ying Lu & Mahmood Ahmad & Haotian Zhang & Jingxian Guo, 2024. "Effects of Science and Technology Finance on Green Total Factor Productivity in China: Insights from an Empirical Spatial Durbin Model," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 7280-7306, June.
  43. Wanfu Jin & Qi Zhang & Tao Liu, 2024. "Effect of Land Marketization on the High-Quality Development of Industry in Guangdong Province, China," Land, MDPI, vol. 13(9), pages 1-25, August.
  44. Mengzhen Wang & Xingong Ding & Baekryul Choi, 2023. "FDI or International-Trade-Driven Green Growth of 24 Korean Manufacturing Industries? Evidence from Heterogeneous Panel Based on Non-Causality Test," Sustainability, MDPI, vol. 15(7), pages 1-20, March.
  45. Dan Pan & Yi Yu & Fanbin Kong, 2023. "Quantifying the Effectiveness of Environmental Regulations on Green Total Factor Productivity: Evidence Based on China’s Environmental Protection Interview Program," IJERPH, MDPI, vol. 20(4), pages 1-20, February.
  46. Jinyao Hou, 2024. "How Does Corporate Social Responsibility Affect Corporate Productivity? The Role of Environmental Regulation," Sustainability, MDPI, vol. 16(15), pages 1-22, July.
  47. Etienne Inedit Blaise Tsomb Tsomb & Henri Ondoa Atangana, 2023. "Multilateral environmental agreements and the growth of total factor productivity in developing countries: evidence from the foreign direct investment channel," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(11), pages 12965-12997, November.
  48. Liu, Guangqiang & Xu, Weiju & Nguyen, Quang Minh, 2024. "Can the energy transition drive economic development? Empirical analysis of China's provincial panel data," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
  49. Kaifeng Li & Yun Chen & Jingren Chen, 2023. "How to Improve Industrial Green Total Factor Productivity under Dual Carbon Goals? Evidence from China," Sustainability, MDPI, vol. 15(11), pages 1-13, June.
  50. Zhiqiang Cai & Wenjie Zhang, 2024. "Quantitative evidence of the community of shared future for mankind as a driver of sustainable development in human society," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
  51. Feng, Chao & Zhong, Siqi & Wang, Miao, 2024. "How can green finance promote the transformation of China's economic growth momentum? A perspective from internal structures of green total-factor productivity," Research in International Business and Finance, Elsevier, vol. 70(PA).
  52. Sohail Ahmad Javeed & Rashid Latief & Umair Akram, 2023. "The Effects of Board Capital on Green Innovation to Improve Green Total Factor Productivity," Sustainability, MDPI, vol. 15(13), pages 1-18, June.
  53. Dongdong Lu & Zilong Wang, 2023. "Towards green economic recovery: how to improve green total factor productivity," Economic Change and Restructuring, Springer, vol. 56(5), pages 3163-3185, October.
  54. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
  55. Zhang, Hua & Xu, Tiantian & Feng, Chao, 2022. "Does public participation promote environmental efficiency? Evidence from a quasi-natural experiment of environmental information disclosure in China," Energy Economics, Elsevier, vol. 108(C).
  56. Zhao, Congyu & Jia, Rongwen & Dong, Kangyin, 2023. "How does smart transportation technology promote green total factor productivity? The case of China," Research in Transportation Economics, Elsevier, vol. 101(C).
  57. Meng, Ming & Qu, Danlei, 2022. "Understanding the green energy efficiencies of provinces in China: A Super-SBM and GML analysis," Energy, Elsevier, vol. 239(PA).
  58. You Xu & Zhe Zhao & Yi Zhang, 2025. "Can the Implementation of Carbon Emissions Trading Schemes Improve Prefecture-Level Agricultural Green Total Factor Productivity?," Sustainability, MDPI, vol. 17(13), pages 1-27, June.
  59. Du, Mengfan & Zhang, Yue-Jun, 2023. "The impact of producer services agglomeration on green economic development: Evidence from 278 Chinese cities," Energy Economics, Elsevier, vol. 124(C).
  60. Sun, Yunpeng & Razzaq, Asif & Kizys, Renatas & Bao, Qun, 2022. "High-speed rail and urban green productivity: The mediating role of climatic conditions in China," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
  61. Deheng Zhou & Mengqian Tang & Houjian Li, 2024. "Investigating the nonlinear effects of climate change on agricultural green total factor productivity: findings from the PSTR approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 24453-24471, September.
  62. Gao, Kang & Yuan, Yijun, 2022. "Spatiotemporal pattern assessment of China’s industrial green productivity and its spatial drivers: Evidence from city-level data over 2000–2017," Applied Energy, Elsevier, vol. 307(C).
  63. 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).
  64. Yingyu Zhu & Yan Zhang & Huilan Piao, 2022. "Does Agricultural Mechanization Improve the Green Total Factor Productivity of China’s Planting Industry?," Energies, MDPI, vol. 15(3), pages 1-20, January.
  65. Jinxuan Ling & Yi Jin, 2025. "Balancing Industrialization with Pollution: Evidence from the Marine Ecological Civilization Demonstration Zone Program in China," Sustainability, MDPI, vol. 17(14), pages 1-21, July.
  66. Nie, Song & Zeng, Gang & Zhang, Xu & Guo, Qiaozhe, 2024. "Does local government debt pressure hamper green transition? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1185-1201.
  67. Daniel Jacobi & Elizabeth M. King & Claudio Montenegro & Peter F. Orazem, 2025. "Governance, Risks, and Returns to Human Capital," LIS Working papers 898, LIS Cross-National Data Center in Luxembourg.
  68. Mengyu Li & Qian Zheng & Zicheng Zhang & Yu Zhao & Shi Chen, 2025. "Environmental justice and corporate green transition: a new perspective from environmental courts in China," Economic Change and Restructuring, Springer, vol. 58(1), pages 1-36, February.
  69. Long Qian & Yunjie Zhou & Ying Sun, 2023. "Regional Differences, Distribution Dynamics, and Convergence of the Green Total Factor Productivity of China’s Cities under the Dual Carbon Targets," Sustainability, MDPI, vol. 15(17), pages 1-26, August.
  70. Huaping Zhang & Yue Dong, 2022. "Measurement and Spatial Correlations of Green Total Factor Productivities of Chinese Provinces," Sustainability, MDPI, vol. 14(9), pages 1-15, April.
  71. Junxia He & Luxia Wang & Decai Tang, 2021. "Research on Green Total Factor Productivity of Yangtze River Economic Belt Based on Environmental Regulation," IJERPH, MDPI, vol. 18(22), pages 1-17, November.
  72. Lingyan Xu & Dandan Wang & Jianguo Du, 2021. "The Heterogeneous Influence of Infrastructure Construction on China’s Urban Green and Smart Development—The Threshold Effect of Urban Scale," Land, MDPI, vol. 10(10), pages 1-17, September.
  73. Liu, Xielin & Ji, Xiaohui & Ge, Shuang, 2024. "Does the complexity and embeddedness of knowledge recombination contribute to economic development? —— Observations from prefecture cities in China," Research Policy, Elsevier, vol. 53(2).
  74. Lv, Chengchao & Song, Jie & Lee, Chien-Chiang, 2022. "Can digital finance narrow the regional disparities in the quality of economic growth? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 502-521.
  75. Weixiang Zhao & Yankun Xu, 2022. "Public Expenditure and Green Total Factor Productivity: Evidence from Chinese Prefecture-Level Cities," IJERPH, MDPI, vol. 19(9), pages 1-27, May.
  76. Ying Song & Lu Yang & Stavros Sindakis & Sakshi Aggarwal & Charles Chen, 2023. "Analyzing the Role of High-Tech Industrial Agglomeration in Green Transformation and Upgrading of Manufacturing Industry: the Case of China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 3847-3877, December.
  77. Gao, Yuning & Zhang, Meichen & Zheng, Jinghai, 2021. "Accounting and determinants analysis of China's provincial total factor productivity considering carbon emissions," China Economic Review, Elsevier, vol. 65(C).
  78. Zihao Zhou & Shanlang Lin & Jianfeng Shi & Junpei Huang & Xiaoxin Han, 2024. "Can Mega Sporting Events Promote Urban Green Transformation? Evidence from China," Sustainability, MDPI, vol. 16(14), pages 1-18, July.
  79. Lee, Chien-Chiang & He, Zhi-Wen & Yuan, Zihao, 2023. "A pathway to sustainable development: Digitization and green productivity," Energy Economics, Elsevier, vol. 124(C).
  80. Yang, Zixuan & Yu, Huang, 2025. "Unleashing the power of Energy Saving and Emission Reduction Fiscal Policy: Balancing urban ecological resilience and efficiency," Energy, Elsevier, vol. 327(C).
  81. Bai, Ge & Shen, Zhiyang & Šermukšnytė-Alešiūnienė, Kristina & Štreimikienė, Dalia & Li, Tianxiang, 2024. "Energy structure and green productivity dynamics: Investigation from OECD Countries," Resources Policy, Elsevier, vol. 98(C).
  82. Wei, Fangqing & Yuan, Chenxi & Song, Jiayun & Peng, Fei & Han, Longyan, 2025. "Carbon productivity: Reexamining the quality of economic growth in China with fixed-sum CO2 emission constraint," Energy Economics, Elsevier, vol. 144(C).
  83. Yongquan Zhao & Ziwei Zhang, 2023. "Distribution of Spatial and Temporal Heterogeneity of Green Total-Factor Productivity in the Chinese Manufacturing Industry, and the Influencing Factors," Sustainability, MDPI, vol. 15(4), pages 1-15, February.
  84. Fan, Qiufang & Liu, Jintao & Zhang, Tao & Liu, Haomin, 2022. "An Evaluation of the Efficiency of China’s green investment in the “Belt and Road” countries," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 496-511.
  85. Xiangxue Li & Xingwei Li & Xiaowen Zhu & Yicheng Huang & Xiang Liu & Wendan Deng, 2024. "Dynamic relationship between resource endowment, financial agglomeration, innovation-driven, and green total factor productivity," Energy & Environment, , vol. 35(5), pages 2657-2677, August.
  86. Jian Bao & Meiling He, 2022. "Does green credit promote green sustainable development in regional economies?—Empirical evidence from 280 cities in China," PLOS ONE, Public Library of Science, vol. 17(11), pages 1-25, November.
  87. Ruomeng Zhou & Yunsheng Zhang, 2023. "Measurement of Urban Green Total Factor Productivity and Analysis of Its Temporal and Spatial Evolution in China," Sustainability, MDPI, vol. 15(12), pages 1-32, June.
  88. Ran Feng & Xiaoe Qu, 2023. "Innovation-Driven Industrial Agglomeration Impact on Green Economic Growth in the Yellow River Basin: An Empirical Analysis," Sustainability, MDPI, vol. 15(17), pages 1-24, September.
  89. Hongxia Xu & Ning Xu, 2024. "Industrial Co-Agglomeration and Urban Green Total Factor Productivity: Multidimensional Mechanism and Spatial Effect," Sustainability, MDPI, vol. 16(21), pages 1-23, October.
  90. Yuanxin Peng & Huiyu Lin & Jay Lee, 2023. "Analyzing the mechanism of spatial–temporal change of green total factor productivity in Yangtze Delta Region of China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(12), pages 14261-14282, December.
  91. Long, Tengju & Wu, Ge & Miao, Zhuang & Chen, Xiaodong, 2024. "Quantifying consumption-based environmental productivity from “Energy-Environment Footprints”," Energy, Elsevier, vol. 313(C).
  92. Shuai Qin & Zheying Han & Hong Chen & Haokun Wang & Cheng Guo, 2022. "High-Quality Development of Chinese Agriculture under Factor Misallocation," IJERPH, MDPI, vol. 19(16), pages 1-20, August.
  93. Ge, Tao & Li, Chunying & Li, Jinye & Hao, Xionglei, 2023. "Does neighboring green development benefit or suffer from local economic growth targets? Evidence from China," Economic Modelling, Elsevier, vol. 120(C).
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