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Does digital transformation enhance a firm's performance? Evidence from China

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  1. Xie, Yu & Wu, Desheng, 2024. "How does competition policy affect enterprise digitization? Dual perspectives of digital commitment and digital innovation," Journal of Business Research, Elsevier, vol. 178(C).
  2. Lin, Boqiang & Xie, Yongjing, 2023. "Positive or negative? R&D subsidies and green technology innovation: Evidence from China's renewable energy industry," Renewable Energy, Elsevier, vol. 213(C), pages 148-156.
  3. Xiaozhen Pan & Gengxi Xu & Nina Zhu, 2022. "Spatial Peer Effect of Enterprises’ Digital Transformation: Empirical Evidence from Spatial Autoregressive Models," Sustainability, MDPI, vol. 14(19), pages 1-19, October.
  4. Limin Zhang & Fei Gu & Mingke He, 2024. "The Influence of Digital Transformation on the Reconfigurability and Performance of Supply Chains: A Study of the Electronic, Machinery, and Home Appliance Manufacturing Industries in China," Sustainability, MDPI, vol. 16(7), pages 1-22, March.
  5. Shen, Yongchang & Fu, Yunyun & Song, Malin, 2023. "Does digital transformation make enterprises greener? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1642-1654.
  6. Cuesta-Valiño, Pedro & Gutiérrez-Rodríguez, Pablo & Núnez-Barriopedro, Estela & García-Henche, Blanca, 2023. "Strategic orientation towards digitization to improve supermarket loyalty in an omnichannel context," Journal of Business Research, Elsevier, vol. 156(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. Li, Hemei & Liu, Zhenya & Hachard, Virginie, 2024. "Digital transformation driving green innovation: Evidence from Chinese A-Share firms," International Review of Economics & Finance, Elsevier, vol. 95(C).
  9. 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).
  10. Gao, Peng & Zhang, Kunpeng & Zheng, Peng, 2024. "The impact of industrial digitization on the global value chains position: Evidence from China’ s industry sectors," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 147-162.
  11. Kun Liu & Xuemin Liu & Zihao Wu, 2024. "Nexus between Corporate Digital Transformation and Green Technological Innovation Performance: The Mediating Role of Optimizing Resource Allocation," Sustainability, MDPI, vol. 16(3), pages 1-21, February.
  12. Chen, Biao & Lin, Huan & Shan, Biaoan & Xiao, Yundong, 2024. "Government investment in science and technology, digital transformation, and innovation in manufacturing enterprises," Finance Research Letters, Elsevier, vol. 69(PB).
  13. Kangqi Jiang & Lulu Chen & Jiayun Li & Xinyi Du, 2025. "The risk effects of corporate digitalization: exacerbate or mitigate?," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-19, December.
  14. Ge Zhang & Yuxiang Gao & Gaoyong Li, 2023. "Research on Digital Transformation and Green Technology Innovation—Evidence from China’s Listed Manufacturing Enterprises," Sustainability, MDPI, vol. 15(8), pages 1-23, April.
  15. Zhang, Sihan & Chen, Zhibin, 2025. "Experts on the board: How do IT-savvy directors promote corporate digital innovation?," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 791-817.
  16. Chaohong Na & Xue Chen & Xiaojun Li & Yuting Li & Xiaolan Wang, 2022. "Digital Transformation of Value Chains and CSR Performance," Sustainability, MDPI, vol. 14(16), pages 1-24, August.
  17. Fang, Xubing & Liu, Maotao, 2024. "How does the digital transformation drive digital technology innovation of enterprises? Evidence from enterprise's digital patents," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  18. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
  19. Yangjun Ren & Ze Tian & Chao Liu, 2023. "Impact of the digital economy on urban green growth: Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 18(12), pages 1-20, December.
  20. Chen, Xian & Liu, Yang & Wen, Fenghua, 2024. "Air pollution and the digital transformation," International Review of Economics & Finance, Elsevier, vol. 96(PC).
  21. Zhao, Zeru, 2024. "Digital Transformation and Enterprise Risk-Taking," Finance Research Letters, Elsevier, vol. 62(PA).
  22. Zhang, Wenqiu & Zhao, Junli, 2023. "Digital transformation, environmental disclosure, and environmental performance: An examination based on listed companies in heavy-pollution industries in China," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 505-518.
  23. Vincenzo Scafarto & Tamanna Dalwai & Federica Ricci & Gaetano della Corte, 2023. "Digitalization and Firm Financial Performance in Healthcare: The Mediating Role of Intellectual Capital Efficiency," Sustainability, MDPI, vol. 15(5), pages 1-16, February.
  24. Jin, Huanhuan & Jiang, Nanyue & Su, Weihua & Dalia, Streimikiene, 2025. "How does customer enterprise digitalization improve the green total factor productivity of state-owned suppliers: From the supply chain perspective," Omega, Elsevier, vol. 133(C).
  25. Qianxiao Zhang & Yixue Duan, 2023. "How Digitalization Shapes Export Product Quality: Evidence from China," Sustainability, MDPI, vol. 15(8), pages 1-20, April.
  26. Wu, Xingying & Liu, Shan, 2025. "Gender diversity in top management and its impact on firm-level digital transformation: Evidence from China," Economic Modelling, Elsevier, vol. 145(C).
  27. Shang, Yuping & Raza, Syed Ali & Huo, Zhe & Shahzad, Umer & Zhao, Xin, 2023. "Does enterprise digital transformation contribute to the carbon emission reduction? Micro-level evidence from China," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 1-13.
  28. Hui Liu & Jia Zhu & Huijie Cheng, 2024. "Enterprise digital transformation’s impact on stock liquidity: A corporate governance perspective," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-28, March.
  29. Wang, Wei & Cao, QiangYuan & Li, Zhouyang & Zhu, JinYing, 2025. "Digital transformation and corporate environmental performance," Finance Research Letters, Elsevier, vol. 76(C).
  30. Lan, Lan & Zhou, Zhifang, 2024. "Complementary or substitutive effects? The duality of digitalization and ESG on firm's innovation," Technology in Society, Elsevier, vol. 77(C).
  31. Zhou, Kuo & Wang, Qiaochu & Tao, Yunqing & Li, Xiaofan, 2024. "Information infrastructure construction and firm export performance in China," Research in International Business and Finance, Elsevier, vol. 70(PA).
  32. Drago, Carlo & Minnetti, Francesco & Di Nallo, Loris & Manzari, Alberto, 2025. "Uncovering patterns of fintech behavior in Italian banks: A multidimensional statistical analysis," Research in International Business and Finance, Elsevier, vol. 73(PA).
  33. 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).
  34. Huang, Xuanhao & Zhu, Linping & Yang, Qiuyi & Xiong, Xuemei, 2024. "Enterprise digital transformation and employee treatment: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 96(PC).
  35. Li, Ganglei & Shao, Yunfei, 2023. "How do top management team characteristics affect digital orientation? Exploring the internal driving forces of firm digitalization," Technology in Society, Elsevier, vol. 74(C).
  36. Wang, Teng & Zhao, Xiaoyang & Li, Xiaotong, 2025. "Geographical influences, media attention and enterprise digital transformation," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
  37. Yuan, Sai & Zhou, Ran & Li, Mengna & Lv, Chengchao, 2023. "Investigating the influence of digital technology application on employee compensation," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
  38. Zhan, Yuqing & Li, Wanhong, 2024. "Has digital transformation enhanced the resilience of manufacturing enterprises?," International Review of Economics & Finance, Elsevier, vol. 96(PB).
  39. Wang, Qian & Du, Zhuo-Ya, 2022. "Changing the impact of banking concentration on corporate innovation: The moderating effect of digital transformation," Technology in Society, Elsevier, vol. 71(C).
  40. 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).
  41. Qiao, Yi & Li, Xiaorong & Hu, Juncheng, 2025. "From digital to innovative: How does digital transformation affect corporate innovation?," Economics Letters, Elsevier, vol. 247(C).
  42. Yangjun Ren & Botang Li, 2022. "Digital Transformation, Green Technology Innovation and Enterprise Financial Performance: Empirical Evidence from the Textual Analysis of the Annual Reports of Listed Renewable Energy Enterprises in C," Sustainability, MDPI, vol. 15(1), pages 1-15, December.
  43. Guoen Xia & Zenghui Yu & Xuwu Peng, 2023. "How Does Enterprise Digital Transformation Affect Total Factor Productivity? Based on the Information Intermediary Role of Analysts’ Attention," Sustainability, MDPI, vol. 15(11), pages 1-22, May.
  44. Ning Li & Ruiling Li & Shangshang Yu, 2024. "Managerial Myopia and Enterprise Green Total Factor Productivity: Perspectives on the Supervisory Effect and Incentive Effect," Sustainability, MDPI, vol. 16(16), pages 1-21, August.
  45. Liu, Guanyu & Liu, Jiaqi & Gao, Ping & Yu, Jiang & Pu, Zhengning, 2024. "Understanding mechanisms of digital transformation in state-owned enterprises in China: An institutional perspective," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
  46. Chenxi Wang & Deli Wang & Xincai Deng & Shun Wang, 2023. "Research on the Impact of Enterprise Digital Transformation on Internal Control," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
  47. Guo, Chenhao & Ke, Yun & Zhang, Jinkang, 2023. "Digital transformation along the supply chain," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
  48. 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).
  49. Wang, Qun & Zhao, Xiangfang & Zeng, Yongliang & Weng, Jiamin, 2024. "Executive equity incentives and corporate digital transformation," Economics Letters, Elsevier, vol. 241(C).
  50. Hua Feng & Fengyan Wang & Guomin Song & Lanlan Liu, 2022. "Digital Transformation on Enterprise Green Innovation: Effect and Transmission Mechanism," IJERPH, MDPI, vol. 19(17), pages 1-31, August.
  51. Pan, Xiongfeng & Wang, Yuqing & Zhang, Chengming & Shen, Zhiyang & Song, Malin, 2023. "The impact of platform economy on enterprise value mediated by technological innovation," Journal of Business Research, Elsevier, vol. 165(C).
  52. Fu Xin & Huimiao Yu & Xuan Dong & Chunhua Chen, 2025. "When the customers comes to you: mobile apps and corporate investment efficiency," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-18, December.
  53. Bennich, Amelie, 2024. "The digital imperative: Institutional pressures to digitalise," Technology in Society, Elsevier, vol. 76(C).
  54. Shouquan Xu & Ming Tian & Yujie Cai & Xuan Fu, 2025. "Natural Environmental Change and Firm Sustainable Development in China: The Moderating Effect of Slack Resources and Digital Transformation," Sustainability, MDPI, vol. 17(9), pages 1-33, May.
  55. Gao, Bin & Qin, Mimi & Xie, Jun, 2025. "Does corporate digital transformation improve capital market transparency? Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 76(C).
  56. Xiaoxu Zhang & Xinyu Du, 2023. "Industry and Regional Peer Effects in Corporate Digital Transformation: The Moderating Effects of TMT Characteristics," Sustainability, MDPI, vol. 15(7), pages 1-22, March.
  57. Lai, Xiaobing & Quan, Lei & Guo, Chong & Gao, Xing, 2025. "Exploring the digital era: Has digital technology innovation reshaped investment efficiency in Chinese enterprises?," Research in International Business and Finance, Elsevier, vol. 75(C).
  58. Guo, Pin & Zhang, Cheng, 2023. "The impact of bank FinTech on liquidity creation: Evidence from China," Research in International Business and Finance, Elsevier, vol. 64(C).
  59. Tian, Guangning & Li, Bo & Cheng, Yue, 2022. "Does digital transformation matter for corporate risk-taking?," Finance Research Letters, Elsevier, vol. 49(C).
  60. Chi, Maomao & Li, Wenjing & Li, Yuanxiang John & Zhou, Min & Huang, Rui, 2025. "Unraveling the paradoxical effects of digital transformation on organizational Resilience: The role of customer and supplier concentrations," Journal of Business Research, Elsevier, vol. 191(C).
  61. 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.
  62. Qiao, Penghua & Liu, Siting & Fung, Hung-Gay & Wang, Chen, 2024. "Corporate green innovation in a digital economy," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 870-883.
  63. Li, Mengzhe & Guo, Siyuan & Wang, Xizi & Liu, Yingqi, 2024. "Increase or decrease: Customer digital transformation and supplier cost stickiness," Pacific-Basin Finance Journal, Elsevier, vol. 87(C).
  64. Tuyen, Bui Quang & Phuong Anh, Do Vu & Hung, Ta Huy & Lan, Mai Thanh, 2025. "Leadership characteristics and digital transformation in an emerging market: The moderating effect of compliance pressure," International Review of Economics & Finance, Elsevier, vol. 98(C).
  65. Qin, Shuyuan & Liu, Ziqi & Wang, Jie & Wu, Yongqiu, 2024. "The impact of digital transformation on labour demand quantity and structure: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1452-1469.
  66. Van, Huong Vu & Kim, Cuong Ly, 2025. "Does increased digital transformation decrease corporate cash holdings? The moderating role of business environment quality," Finance Research Letters, Elsevier, vol. 75(C).
  67. Chen, Xi & Wang, Qinggang & Wang, Shuai, 2025. "Enterprise digital transformation and bank credit loans—Empirical evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
  68. Yang Huang & Chau-wa Lau, 2024. "Can digital transformation promote the green innovation quality of enterprises? Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-26, March.
  69. 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).
  70. Xing, Xinpeng & Chen, Tiantian & Yang, Xiaoming & Liu, Tiansen, 2023. "Digital transformation and innovation performance of China's manufacturers? A configurational approach," Technology in Society, Elsevier, vol. 75(C).
  71. Pengyu Chen & Yuanyuan Hao, 2022. "Digital transformation and corporate environmental performance: The moderating role of board characteristics," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(5), pages 1757-1767, September.
  72. Akhtar, Shamim & Tian, Hongyun & Alsedrah, Ibrahim Tawfeeq & Anwar, Ahsan & Bashir, Shahid, 2024. "Green mining in China: Fintech's contribution to enhancing innovation performance aimed at sustainable and digital transformation in the mining sector," Resources Policy, Elsevier, vol. 92(C).
  73. Sardar Mohammadi & Arman Heidari & Jamil Navkhsi, 2023. "Proposing a Framework for the Digital Transformation Maturity of Electronic Sports Businesses in Developing Countries," Sustainability, MDPI, vol. 15(16), pages 1-18, August.
  74. Lin, Boqiang & Xie, Yongjing, 2023. "Does digital transformation improve the operational efficiency of Chinese power enterprises?," Utilities Policy, Elsevier, vol. 82(C).
  75. Papanikolaou, Efstathios & Angelis, Jannis & Moustakis, Vassilis, 2023. "Which type of ecosystem for distributed ledger technology?," Technology in Society, Elsevier, vol. 72(C).
  76. Zhang, Yimeng & Ma, Xinyu & Pang, Jianing & Xing, Hailong & Wang, Jian, 2023. "The impact of digital transformation of manufacturing on corporate performance — The mediating effect of business model innovation and the moderating effect of innovation capability," Research in International Business and Finance, Elsevier, vol. 64(C).
  77. Wang, Kui & He, Junjia & Zhang, Xiaodan & Xiang, Diandian & Zhang, Ping, 2025. "Unraveling the performance puzzle of digital transformation: The moderating role of TMT heterogeneity and faultline strength," Journal of Business Research, Elsevier, vol. 188(C).
  78. Bhandari, Krishna Raj & Zámborský, Peter & Ranta, Mikko & Salo, Jari, 2023. "Digitalization, internationalization, and firm performance: A resource-orchestration perspective on new OLI advantages," International Business Review, Elsevier, vol. 32(4).
  79. Ma, Dechao & Wu, Weiwei, 2024. "Does artificial intelligence drive technology convergence? Evidence from Chinese manufacturing companies," Technology in Society, Elsevier, vol. 79(C).
  80. Yang, Gangqiang & Nie, Yiming & Li, Honggui & Wang, Haisen, 2023. "Digital transformation and low-carbon technology innovation in manufacturing firms: The mediating role of dynamic capabilities," International Journal of Production Economics, Elsevier, vol. 263(C).
  81. Li, Huxing & Cai, Cen & Ge, Ji & Guo, Jingyi, 2024. "Board internationalization, market competition, and corporate digital transformation," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  82. Jiang, Li & Li, Bin & Zhang, Min, 2025. "The impact of digital transformation on the efficiency of corporate resource allocation: Internal mechanisms and external environment," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
  83. Gómez-Bengoechea, Gonzalo & Jung, Juan, 2024. "The Matthew effect: Evidence on firms’ digitalization distributional effects," Technology in Society, Elsevier, vol. 76(C).
  84. Yangjun Ren & Xin Zhang & Hui Chen, 2022. "The Impact of New Energy Enterprises’ Digital Transformation on Their Total Factor Productivity: Empirical Evidence from China," Sustainability, MDPI, vol. 14(21), pages 1-17, October.
  85. Hui Jing & Yuwei Fan, 2024. "Digital Transformation, Supply Chain Integration and Supply Chain Performance: Evidence From Chinese Manufacturing Listed Firms," SAGE Open, , vol. 14(3), pages 21582440241, September.
  86. Guo, Borui & Huang, Xiaoxia, 2024. "Digital transformation tone signal and the cost of equity: Evidence from Chinese listed companies," Finance Research Letters, Elsevier, vol. 59(C).
  87. Omer Saeed Habtoor, 2022. "Board Attributes and Bank Performance in Light of Saudi Corporate Governance Regulations," JRFM, MDPI, vol. 15(10), pages 1-27, September.
  88. Aleksandra Figurek & Alkis Thrassou, 2023. "An Integrated Framework for Sustainable Development in Agri-Food SMEs," Sustainability, MDPI, vol. 15(12), pages 1-22, June.
  89. Liu, Yue & Liu, Nengyu & Huo, Yijia, 2025. "Impact of digital technology innovation on carbon emission reduction and energy rebound: Evidence from the Chinese firm level," Energy, Elsevier, vol. 320(C).
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