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Does digital finance promote manufacturing servitization: Micro evidence from China

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Cited by:

  1. Xiaowen Xie, 2023. "Analyzing the Impact of Digital Inclusive Finance on Poverty Reduction: A Study Based on System GMM in China," Sustainability, MDPI, vol. 15(18), pages 1-20, September.
  2. Shuangshuang Fan & Yichao Li & William Mbanyele & Xiufeng Lai, 2025. "Determinants and Pathways for Inclusive Growth in China: Investigation Based on Artificial Intelligence (AI) Algorithm," Computational Economics, Springer;Society for Computational Economics, vol. 65(3), pages 1231-1264, March.
  3. Xie, Qichang & Wang, Dong & Bai, Qianwen, 2024. "“Cooperation” or “competition”: Digital finance enables green technology innovation—a new assessment from dynamic spatial spillover perspectives," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 587-601.
  4. Skare, Marinko & Gavurova, Beata & Sinkovic, Dean, 2023. "Regional aspects of financial development and renewable energy: A cross-sectional study in 214 countries," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 1142-1157.
  5. Chenchen Wang & Yaobin Liu & Xuewen Liu & Haibo Xia, 2024. "How does the digital economy impact green manufacturing: A new perspective from the construction of a unified large market in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
  6. Mu, Weiwei & Liu, Kefu & Tao, Yunqing & Ye, Yongwei, 2023. "Digital finance and corporate ESG," Finance Research Letters, Elsevier, vol. 51(C).
  7. Wei, Lei & Li, Mou, 2024. "Digital transformation, financing constraints and firm growth performance–From the perspective of financing channels," Finance Research Letters, Elsevier, vol. 63(C).
  8. Sumin Hu & Qi Zhu & Xia Zhao & Ziyue Xu, 2023. "Digital Finance and Corporate Sustainability Performance: Promoting or Restricting? Evidence from China’s Listed Companies," Sustainability, MDPI, vol. 15(13), pages 1-16, June.
  9. Kodongo, Odongo, 2024. "Financial inclusion effects of engaging with the fintech ecosystem," International Review of Economics & Finance, Elsevier, vol. 96(PB).
  10. Yang, Su & Shen, Jie & Deng, Xiaopeng & Lu, Kun & Liu, Zeru & Cheng, Baoquan, 2024. "Digital economy revolutionizing green total factor productivity in construction industry," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
  11. Peng, Zhen & Bai, Fan & Zhao, Feng, 2024. "Digital finance, life cycle, and enterprise mergers and acquisitions," Finance Research Letters, Elsevier, vol. 67(PB).
  12. Rui Ding & Siwei Shen & Yuqi Zhu & Linyu Du & Shihui Chen & Juan Liang & Kexing Wang & Wenqian Xiao & Yuxuan Hong, 2023. "Evolution, Forecasting, and Driving Mechanisms of the Digital Financial Network: Evidence from China," Sustainability, MDPI, vol. 15(22), pages 1-18, November.
  13. Ding, Guangyuan & Li, Zhenzu & Shen, Hebin, 2024. "Digital finance and enterprise trade and investment: The moderating effect of CEO characteristics," Finance Research Letters, Elsevier, vol. 64(C).
  14. Jing Zou, 2024. "The Relationship Between Corporate Financialization and Digital Finance in the Era of Digital Transformation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 13425-13448, September.
  15. Wang, Yuyu & Zhao, Zengli & Lu, Chen, 2024. "Does digital inclusive finance increase land rent? Evidence from rural China," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1025-1043.
  16. Lee, Chien-Chiang & Wang, Fuhao & Lou, Runchi, 2022. "Digital financial inclusion and carbon neutrality: Evidence from non-linear analysis," Resources Policy, Elsevier, vol. 79(C).
  17. Zhou, Chao & Liao, Jinglin, 2024. "Home country digital finance development and post-entry internationalization speed of emerging market SMEs: Empirical evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
  18. Zhan, Zhihao & Zhang, Anqi & Zhang, Mingxin & Zhang, Mingxin, 2024. "Unveiling the adverse selection problem in China's digital lending market: Evidence from CHFS," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  19. Yue, Sishi & Yang, Mo & Dong, Dayong, 2024. "Do enterprises adopting digital finance exhibit higher values? Based on textual analysis," The North American Journal of Economics and Finance, Elsevier, vol. 73(C).
  20. Pan, Martin & Li, Daozheng & Wu, Hanrui & Lei, Pengfei, 2024. "Technological revolution and regulatory innovation: How governmental artificial intelligence adoption matters for financial regulation intensity," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  21. Juanmei Zhou & Fenfang Cui & Wenli Wang, 2022. "The Spatial Effect of Financial Innovation on Intellectualized Transformational Upgrading of Manufacturing Industry: An Empirical Evidence from China," Sustainability, MDPI, vol. 14(13), pages 1-22, June.
  22. Zhang, Wenzheng & Ren, Songqin & Zhang, Yunchun & Li, Cheng, 2024. "Government investment, level of marketization and high-quality tourism development," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  23. Zhang, Pengyang & Zhang, Shuo & Liu, Yu & Peng, Rui & Feng, Kuo, 2024. "China's Low-carbon city policy and manufacturing firms' servitization: Do environmental regulations matterʔ," Journal of Asian Economics, Elsevier, vol. 94(C).
  24. Peterson K. Ozili, 2023. "Digital finance research and developments around the world: a literature review," International Journal of Business Forecasting and Marketing Intelligence, Inderscience Enterprises Ltd, vol. 8(1), pages 35-51.
  25. Daxing Chen & Helian Xu & Guangya Zhou, 2024. "Has Artificial Intelligence Promoted Manufacturing Servitization: Evidence from Chinese Enterprises," Sustainability, MDPI, vol. 16(6), pages 1-19, March.
  26. Shamim Akhtar & Yi Cui & Stephanie Efua Frimpong & Nosheen Rafi, 2024. "Unlocking sustainable competitive performance in agro-based small and medium enterprises in South Asian Association for Regional Cooperation countries," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(6), pages 309-319.
  27. Xie, Xiaoyu & Wang, Chunjuan, 2024. "Productive services agglomeration: An accelerator of manufacturing servitization output?," Finance Research Letters, Elsevier, vol. 62(PB).
  28. Wang, Ke-Liang & Sun, Ting-Ting & Xu, Ru-Yu & Miao, Zhuang & Cheng, Yun-He, 2022. "How does internet development promote urban green innovation efficiency? Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  29. Khalid, Fahad & Irfan, Muhammad & Srivastava, Mohit, 2024. "The impact of digital inclusive finance on ESG disputes: Evidence from Chinese non-financial listed companies," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  30. Li, Yuanyuan & Zhang, Yindan & Geng, Liping, 2024. "Digital finance, financing constraints and supply chain resilience," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  31. Yan, Bin & Wang, Feng & Chen, Tian & Liu, Siyu & Bai, Xiaoxuan, 2023. "Digital finance, environmental regulation and emission reduction in manufacturing industry: New evidence incorporating dynamic spatial-temporal correlation and competition," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 750-763.
  32. Ding, Qian & Huang, Jianbai & Chen, Jinyu, 2023. "Does digital finance matter for corporate green investment? Evidence from heavily polluting industries in China," Energy Economics, Elsevier, vol. 117(C).
  33. repec:rza:wpaper:893 is not listed on IDEAS
  34. Hao, Jing & Peng, Mengzu & He, Wenjia, 2023. "Digital finance development and bank liquidity creation," International Review of Financial Analysis, Elsevier, vol. 90(C).
  35. Liao, Hongji & Zhang, Jiarui & Gong, Runze & Zhang, Wen, 2025. "The mitigating effect of digital inclusive finance development on urban environmental pollution: Insights from innovation capacity and financing constraints," International Review of Financial Analysis, Elsevier, vol. 97(C).
  36. Xia, Yanchun & Qiao, Zhilin & Xie, Guanghua, 2022. "Corporate resilience to the COVID-19 pandemic: The role of digital finance," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
  37. Huang, Hongyun & Mbanyele, William & Fan, Shuangshuang & Zhao, Xin, 2022. "Digital financial inclusion and energy-environment performance: What can learn from China," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 342-366.
  38. Tang, Ye & Geng, Baiyang, 2024. "Digital finance development level and corporate debt financing cost," Finance Research Letters, Elsevier, vol. 60(C).
  39. Li, Xiaofan & Ye, Yongwei & Liu, Zhaoda & Tao, Yunqing & Jiang, Jingjing, 2024. "FinTech and SME’ performance: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 670-682.
  40. 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.
  41. Li, Guo & Xue, Jing & Li, Na & Qi, Qingwu, 2024. "Does digital finance favor firms in supply chains? Roles of green innovation and bargaining power," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 183(C).
  42. He, Bingquan & Gan, Lu, 2025. "Exploring the synergistic effect of CEO power and technological expertise in driving corporate digital transformation," International Review of Financial Analysis, Elsevier, vol. 98(C).
  43. Feng, Ruonan & Ma, Lu & Wu, Dan, 2025. "ESG performance and corporate innovation under the moderating effect of firm size," International Review of Economics & Finance, Elsevier, vol. 97(C).
  44. Li, Guoxiang & Wu, Haoyue & Jiang, Jieshu & Zong, Qingqing, 2023. "Digital finance and the low-carbon energy transition (LCET) from the perspective of capital-biased technical progress," Energy Economics, Elsevier, vol. 120(C).
  45. Liu, Hongda & Zhao, Haifeng & Li, Shiyuan, 2023. "Future social change of manufacturing and service industries: Service-oriented manufacturing under the integration of innovation-flows drive," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
  46. Hongjun Cao & Yuxin Fang & Jihui Sun, 2022. "A Study on the Impact of Institutional Support on the Servitization Transformation Performance of Manufacturing Firms—Based on a Dual Mediation Model of Business Model Innovation and Technological Inn," Sustainability, MDPI, vol. 14(21), pages 1-18, November.
  47. Jiang, Kangqi & Chen, Zhongfei & Rughoo, Aarti & Zhou, Mengling, 2022. "Internet finance and corporate investment: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
  48. Fang, Yuxia & Li, Yuhua, 2024. "How does internet finance affect firm exports? Evidence from China," Research in International Business and Finance, Elsevier, vol. 71(C).
  49. 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).
  50. Chen, Guo & Liu, Yishuang & Gao, Qizheng & Zhang, Jianqing, 2023. "Does regional services development enhance manufacturing firm productivity? A manufacturing servitization perspective," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 451-466.
  51. Zhang, Junnan & Sun, Xiaohua & Yuan, Fang & Liu, Xiaoling, 2023. "Which type of servitization promotes firm performance: Embedded or hybrid?," Economic Modelling, Elsevier, vol. 126(C).
  52. Jin, Xing & Wang, Meng & Wang, Qingyun & Yang, Juan & Guo, Yi, 2024. "Gender diversity of senior management teams and corporate innovation efficiency: Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
  53. Sun, Chuanwang & Xu, Mengjie & Wang, Bo, 2024. "Deep learning: Spatiotemporal impact of digital economy on energy productivity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
  54. Xin Sheng & Wenya Chen & Decai Tang & Bright Obuobi, 2023. "Impact of Digital Finance on Manufacturing Technology Innovation: Fixed-Effects and Panel-Threshold Approaches," Sustainability, MDPI, vol. 15(14), pages 1-24, July.
  55. Wei Jiang & Nana Jiang, 2025. "From sustainable development towards resilience: Does digital finance matter in enhancing ecological resilience?," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(2), pages 2535-2552, April.
  56. Jin, Yu & Ma, Yuan-Yuan & Yuan, Li-Bin, 2024. "How does digital finance affect the total factor productivity of listed manufacturing companies?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 84-94.
  57. 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).
  58. Ziyu Jiang & Xihao Sun & Yan Song & Guojian Ma, 2023. "Digital finance and M&As: An empirical study and mechanism analysis," PLOS ONE, Public Library of Science, vol. 18(8), pages 1-18, August.
  59. Shan, Haiyan & Gu, Mengjie, 2024. "How does digital finance alleviate fiscal stress? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1202-1221.
  60. Mo Du & Ruirui Zhang & Shanglei Chai & Qiang Li & Ruixuan Sun & Wenjun Chu, 2022. "Can Green Finance Policies Stimulate Technological Innovation and Financial Performance? Evidence from Chinese Listed Green Enterprises," Sustainability, MDPI, vol. 14(15), pages 1-28, July.
  61. Hai Huang & Shengbin Hao & Yu Chen, 2023. "The more the better? Service transition for shaping sustainable development in manufacturing firms and the role of top management team attributes," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(6), pages 3255-3270, November.
  62. Yong Hu & Qian Liu, 2023. "Local Digital Economy and Corporate Social Responsibility," Sustainability, MDPI, vol. 15(11), pages 1-20, May.
  63. Ren, Xingzi & Song, Ke & Zhu, Kairan & Yang, Xinyu, 2024. "Does digital transformation increase bank profit efficiency? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
  64. Zhu, Xuehong & Ding, Qian & Chen, Jinyu, 2022. "How does critical mineral trade pattern affect renewable energy development? The mediating role of renewable energy technological progress," Energy Economics, Elsevier, vol. 112(C).
  65. Fei Yang & Zhenlin Zhang, 2025. "Economic Drivers of China's Declining Fertility: The Role of Digital Inclusive Finance and Household Debt," Journal of International Development, John Wiley & Sons, Ltd., vol. 37(3), pages 675-696, April.
  66. Qiutong Xue & Sixian Feng & Muchen Li, 2024. "The Impact of Digital Finance on Industrial Structure: Evidence From China," SAGE Open, , vol. 14(2), pages 21582440241, May.
  67. Jiang, Yiyun & Wang, Xiufeng & Sam, Toong Hai & Vasudevan, Asokan, 2024. "Digital transformation, equity pledge and labor income share," Finance Research Letters, Elsevier, vol. 64(C).
  68. Pan, Xiaozhen & Zhang, Nianming, 2025. "The impact of environmental tax on R&D investment of heavily polluting companies: Incentive or inhibition?," International Review of Economics & Finance, Elsevier, vol. 97(C).
  69. Lee, Chien-Chiang & Tang, Manting & Lee, Chi-Chuan, 2023. "Reaping digital dividends: Digital inclusive finance and high-quality development of enterprises in China," Telecommunications Policy, Elsevier, vol. 47(2).
  70. Zhan, Minghua & Li, Shuai & Wu, Zhouheng, 2023. "Can digital finance development improve balanced regional investment allocations in developing countries? — The evidence from China," Emerging Markets Review, Elsevier, vol. 56(C).
  71. Chen, Xu & Xu, Huilin & Anwar, Sajid, 2024. "Bank competition, government interest in green initiatives and carbon emissions reduction: An empirical analysis using city-level data from China," The North American Journal of Economics and Finance, Elsevier, vol. 72(C).
  72. Decai Tang & Ziqian Zhao & Wenwen Shen & Jianqun Zhang & Yuehong Kong & Valentina Boamah, 2022. "Research on the Impact of Digital Finance on the Industrial Structure Upgrading of the Yangtze River Economic Belt from the Perspective of R&D Innovation," Sustainability, MDPI, vol. 15(1), pages 1-14, December.
  73. Zhao, Guobin & Yuan, Yanzhe & Zhang, Yaning, 2025. "Exploring the mechanism and path of financial Literacy's impact on consumption of middle-aged and elderly rural residents: Micro-evidence from CHFS data," International Review of Economics & Finance, Elsevier, vol. 97(C).
  74. Wang, Bing & Liu, Yanyan & Yang, Xiangyu, 2024. "Digital economy and urban entrepreneurial activity," Finance Research Letters, Elsevier, vol. 66(C).
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