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The effect of digital transformation on real economy enterprises’ total factor productivity

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  1. Tianchu Feng & Andrea Appolloni & Jiayu Chen, 2024. "How does corporate digital transformation affect carbon productivity? Evidence from Chinese listed companies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(12), pages 31425-31445, December.
  2. Lu, Shan & Peng, Sihan & Shi, Jiaxin & Zhang, Ci & Feng, Yanchao, 2024. "How does digital transformation affect the total factor productivity of China's A-share listed enterprises in the mineral resource-based sector?," Resources Policy, Elsevier, vol. 94(C).
  3. Liu, Yunxin & Cao, Yuqiang & Lu, Meiting & Shan, Yaowen & Xu, Jiangang, 2024. "Automating efficiency: The impact of industrial robots on labor investment in China," Economic Modelling, Elsevier, vol. 140(C).
  4. Hongliang, Li & Zeren, Zhang & Haoran, Miao, 2024. "The impact of digital transformation on enterprise export resilience: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 95(C).
  5. Wang, Yizi & Li, Lanyi, 2024. "Digital economy, industrial structure upgrading, and residents' consumption: Empirical evidence from prefecture-level cities in China," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 1045-1058.
  6. Ding, Jiantao & Yin, Yingkai & Kuang, Jinsong & Ding, Dezhi & Madsen, Dag.Øivind & Yang, Kunyu, 2024. "The impact of enterprise digital transformation on financial mismatch: Empirical evidence from listed companies in China," Finance Research Letters, Elsevier, vol. 66(C).
  7. Shi, Xuanyi & Lin, Yongjia & Wang, Yizhi, 2024. "Institutional investor heterogeneity and green innovation in China: Does digital transformation matter?," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 994-1014.
  8. Lu, Zhenye & Lin, Yongjia & Li, You, 2023. "Does corporate engagement in digital transformation influence greenwashing? Evidence from China," Finance Research Letters, Elsevier, vol. 58(PD).
  9. Gao, Yuqiang & Wang, Zishuai & Wang, Kaihua & Zhang, Ruiai & Lu, Yuchen, 2023. "Effect of big data on enterprise financialization: Evidence from China's SMEs," Technology in Society, Elsevier, vol. 75(C).
  10. Fu, Shuke & Ge, Yingchen & Hao, Yu & Peng, Jiachao & Tian, Jiali, 2024. "Energy supply chain efficiency in the digital era: Evidence from China's listed companies," Energy Economics, Elsevier, vol. 134(C).
  11. Zhang, Linyan & Hu, Chunyu & Guo, Chuanyin & Wang, Jianguo, 2024. "Digital economy, technical change and total factor productivity: Empirical evidence from high-tech industry in China," Telecommunications Policy, Elsevier, vol. 48(9).
  12. Xu, Yaozhi & Xu, Liling & Shen, Yaxin & Fan, Zhigang, 2024. "Exploring the effect of digital transformation on firm resilience: Evidence from China," Journal of Asian Economics, Elsevier, vol. 95(C).
  13. Yang, Danqin & Liang, Fangzhi & Qian, Yuhang, 2024. "The green promotion back to digitization: Research on air quality, urban green coverage and digital innovation," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  14. Ai, Mingye & Zhang, Wei & Du, Shurong & Yu, Xiaohan & Bu, Yan, 2024. "The impact of digitalization on the green transformation of China's industrial sectors: The mediating role of green technology innovation and technological transformation," International Review of Economics & Finance, Elsevier, vol. 96(PC).
  15. Shunyu Yao & Zitian Fu, 2025. "Can digital transformation promote the improvement of regional food security? Empirical findings from China," Agribusiness, John Wiley & Sons, Ltd., vol. 41(1), pages 184-216, January.
  16. Li, Shu & Zhang, Xiaoyun, 2025. "Can digital transformation of enterprise improve the information environment of the capital market? ——Evidence from Analyst's perspective," International Review of Economics & Finance, Elsevier, vol. 97(C).
  17. Ruiyun Wanyan & Tongpu Zhao & Lingyan Suo & Gene C. Lai, 2025. "Digital transformation and total factor productivity in insurance companies: a catalyst or inhibitor?," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 50(1), pages 142-184, January.
  18. Feng, Rui & Shen, Chen & Guo, Yiyang, 2024. "Digital finance and labor demand of manufacturing enterprises: Theoretical mechanism and heterogeneity analysis," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 17-32.
  19. 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).
  20. Liao, Tailai & Yan, Jingdong & Zhang, Qiuhong, 2024. "The impact of green technology innovation on carbon emission efficiency: The intermediary role of intellectual capital," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 520-532.
  21. Li, Meng & Wang, Zhengqi & Shu, Linhan & Gao, Haoyu, 2025. "Broadband infrastructure and enterprise digital transformation: Evidence from China," Research in International Business and Finance, Elsevier, vol. 73(PB).
  22. Xiong Zhou & Pengcheng Jiang, 2025. "Does e‐commerce infrastructure increase enterprise productivity? Evidence from China's e‐commerce demonstration city," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 1758-1784, April.
  23. Danxue Fan & Meiyue Li, 2024. "Digital Economy Development and Green Innovation Efficiency from a Two-Stage Innovation Value Chain Perspective," Sustainability, MDPI, vol. 16(11), pages 1-20, May.
  24. Liu, Fengzhong & Liu, Xing, 2024. "Digital transformation is not a painless change:Evidence from corporate risk," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
  25. Penglong Li & Xuan Ye, 2024. "Research on the promotion effect and mechanisms of digital empowerment of food enterprises," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(2), pages 60-72.
  26. Lin, Boqiang & Zhang, Aoxiang, 2024. "Impact of government subsidies on total factor productivity of energy storage enterprises under dual-carbon targets," Energy Policy, Elsevier, vol. 187(C).
  27. Ren, Yuheng & Zhang, Jue & Wang, Xin, 2024. "How does data factor utilization stimulate corporate total factor productivity: A discussion of the productivity paradox," International Review of Economics & Finance, Elsevier, vol. 96(PC).
  28. Lin, Boqiang & Zhang, Aoxiang, 2023. "Government subsidies, market competition and the TFP of new energy enterprises," Renewable Energy, Elsevier, vol. 216(C).
  29. Chen, Gaocai & Liu, Peng & Jiang, Aiying, 2024. "Does digital transformation in enterprises reduce debt default risk?," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  30. Li, Xueqin & Zheng, Zhuoji & Luo, Beier & Shi, Daqian & Han, Xianfeng, 2024. "The impact of electricity sales side reform on energy technology innovation: An analysis based on SCP paradigm," Energy Economics, Elsevier, vol. 136(C).
  31. Huang, Yuhong & Gao, Yajia, 2023. "Labor protection and the digital transformation of enterprises: Empirical evidence from China's social insurance law," Finance Research Letters, Elsevier, vol. 57(C).
  32. Ge, Shilong & Luo, Xiaodan & Li, Yuangang & Zheng, Lanxing, 2024. "The impact of green credit policy on total factor productivity of enterprises," International Review of Economics & Finance, Elsevier, vol. 95(C).
  33. Pingkuo Liu & Jiahao Wu, 2023. "Game Analysis on Energy Enterprises’ Digital Transformation—Strategic Simulation for Guiding Role, Leading Role and Following Role," Sustainability, MDPI, vol. 15(13), pages 1-33, June.
  34. Fu, Yumei & Guo, Chun, 2025. "Booster or trapper? Corporate digital transformation and capital allocation efficiency," Research in International Business and Finance, Elsevier, vol. 73(PB).
  35. Shi, Peihao & Huang, Qinghua, 2025. "Alignment of words and actions? Government environmental attention and enterprise digital transformation," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
  36. Lei Li & Jiabao Lin, 2024. "Digital transformation for the sustainable development of firms: The role of green capability and green culture," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 1861-1875, June.
  37. Zhang, Haiyan & Dong, Shizheng, 2023. "Digital transformation and firms' total factor productivity: The role of internal control quality," Finance Research Letters, Elsevier, vol. 57(C).
  38. Pang, Si Lu & Liu, Hui & Hua, Gui Hong, 2024. "How does digital finance drive the green economic growth? New discoveries of spatial threshold effect and attenuation possibility boundary," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 561-581.
  39. Jiang, Shujun & Chi, Yan, 2024. "Impact of budget performance management reform on local fiscal relief," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 905-918.
  40. Jinkai Liang & Ke Du & Dandan Chen, 2023. "The Effect of Digitalization on Ambidextrous Innovation in Manufacturing Enterprises: A Perspective of Empowering and Enabling," Sustainability, MDPI, vol. 15(16), pages 1-23, August.
  41. Enkeleda LULAJ, 2025. "Digitalization As Catalysts Of Change In Finance, Accounting, And Reporting: Uncovering Symbiotic Relationships Among Financial Factors," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 20(1), pages 97-124, April.
  42. Wang, Shubin & Li, Jiabao & Lu, Quanying, 2024. "Optimization of carbon peaking achieving paths in China's transportation sector under digital feature clustering," Energy, Elsevier, vol. 313(C).
  43. Xiaoya Li & Min Zhao & Guang Yang & Xue Xu & Pengfei Fan, 2025. "An Analysis of the Spatial–Temporal Evolution and Influencing Factors of the Coupling Coordination Degree Between the Digital and Real Economies in China," Sustainability, MDPI, vol. 17(8), pages 1-27, April.
  44. Guo, Xiaoxu & Wang, Yihan, 2025. "Effects of digital finance on enterprise total factor productivity: Evidence from the perspective of innovation level," Finance Research Letters, Elsevier, vol. 72(C).
  45. Zhang, Yijun & Meng, Zhenzhen & Song, Yi, 2023. "Digital transformation and metal enterprise value: Evidence from China," Resources Policy, Elsevier, vol. 87(PB).
  46. Zhang, Cheng & Fang, Jiming & Ge, Shilong & Sun, Guanglin, 2024. "Research on the impact of enterprise digital transformation on carbon emissions in the manufacturing industry," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 211-227.
  47. Zhou, Jingyu & Liu, Weibai, 2024. "Carbon Reduction Effects of Digital Technology Transformation: Evidence from the Listed Manufacturing Firms in China," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
  48. Pan, Junyu & Cifuentes-Faura, Javier & Zhao, Xin & Liu, Xiaoqian, 2024. "Unlocking the impact of digital technology progress and entry dynamics on firm's total factor productivity in Chinese industries," Global Finance Journal, Elsevier, vol. 60(C).
  49. Du, Kunhai & Zhao, Qicheng & Yin, Yugang & Zhang, Tiancheng, 2024. "Marketing executives and corporate performance: From the perspective of marketing digitalization," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 631-644.
  50. Liu, Baoliu & Huang, Yujie & Chen, Mengmei & Lan, Zirui, 2024. "Towards sustainability: How does the digital-real integration affect regional green development efficiency?," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 42-59.
  51. Zhang, Yue & Ge, Mengshuai & Yang, Jiaju & Liu, Cuiying & Chen, Xi, 2023. "Controlling shareholders' equity pledge, digital finance, and corporate digital transformation," International Review of Financial Analysis, Elsevier, vol. 90(C).
  52. Kotiranta, Annu & Puumalainen, Kaisu & Sjögren, Helena & Dana, Léo-Paul, 2024. "Digitalization as a growth driver for social enterprises," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  53. Teng, Yuqiang & Du, Anna Min & Lin, Boqiang, 2024. "The mechanism of supply chain efficiency in enterprise digital transformation and total factor productivity," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  54. Yi Lin & Xin Qi & Lijuan Wang, 2024. "Digital Transformation and Carbon Intensity: Evidence from Chinese Tourism Companies," Sustainability, MDPI, vol. 16(21), pages 1-22, October.
  55. Zhao, Shuang & Zhang, Liqun & Peng, Lin & Zhou, Haiyan & Hu, Feng, 2024. "Enterprise pollution reduction through digital transformation? Evidence from Chinese manufacturing enterprises," Technology in Society, Elsevier, vol. 77(C).
  56. Lei, Pengfei & Cai, Qihai & Jiang, Fangxin, 2024. "Assessing the impact of environmental regulation on enterprise high-quality development in China: A two-tier stochastic frontier model," Energy Economics, Elsevier, vol. 133(C).
  57. Chen, Shi, 2024. "The impact of tax compliance on platform enterprises’ competitive advantage and the role of contract enforcement efficiency," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  58. Liu, Yutong & Zheng, Mingbo & Shum, Wai Yan, 2024. "On the linkages between digital finance and real economy in China: A cointegration analysis," Innovation and Green Development, Elsevier, vol. 3(1).
  59. Chen, Rongda & Tao, Kerun & Jin, Chenglu & Zhang, Jiacheng & Zhang, Shuonan, 2025. "Navigating uncertainty: The impact of economic policy on corporate data asset allocation," International Review of Economics & Finance, Elsevier, vol. 97(C).
  60. Minggui Zheng & Shan Yan & Shiqi Xu, 2025. "Digital Economy, Industry–Academia–Research Collaborative Innovation, and the Development of New-Quality Productive Forces," Sustainability, MDPI, vol. 17(1), pages 1-23, January.
  61. Tiantian Ning & Kai-Hua Wang & Hong-Wen Liu, 2025. "Unleashing the Power of Digital Transformation: Boosting Green Total Factor Productivity in China’s Energy Enterprises," Sustainability, MDPI, vol. 17(9), pages 1-19, May.
  62. Zhang, Xiekui & Gong, Dayong & Huang, Yihan & Li, Yiting, 2024. "The Government's fiscal and taxation policy effect on enterprise productivity: Policy choice and optimal allocation," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 28-41.
  63. Sun, Guanglin & Yin, Ding & Kong, Tao & Yin, Lei, 2024. "The impact of the integration of the digital economy and the real economy on the risk of stock price collapse," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
  64. Li, Rui & Xu, Shoufu & Zhang, Yun, 2023. "Can digital transformation reduce within-firm pay inequality? Evidence from China," Economic Modelling, Elsevier, vol. 129(C).
  65. Hasan, Morshadul & Hoque, Ariful & Abedin, Mohammad Zoynul & Gasbarro, Dominic, 2024. "FinTech and sustainable development: A systematic thematic analysis using human- and machine-generated processing," International Review of Financial Analysis, Elsevier, vol. 95(PC).
  66. Lin, Boqiang & Zhu, Yitong, 2025. "Supply chain configuration and total factor productivity of renewable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 209(C).
  67. Jiang, Weijie & Li, Jiaye, 2024. "Digital transformation and its effect on resource allocation efficiency and productivity in Chinese corporations," Technology in Society, Elsevier, vol. 78(C).
  68. Qiao, Yuxuan & Ao, Xugao, 2024. "Digital transformation and rural labour force occupational mobility," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 42-50.
  69. Ruiqiang Zheng & Huang Huang, 2024. "An Empirical Study on the Digital Economy, Fiscal Policy, and Regional Sustainable Development—Based on Data from Less Developed Regions in China," Sustainability, MDPI, vol. 16(22), pages 1-18, November.
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