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Inefficient investment and digital transformation: What is the role of financing constraints?

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Cited by:

  1. Ding, Tianli & Yang, Lin, 2025. "Intellectual property protection and corporate digital transformation: An empirical analysis from the perspectives of intellectual property protection and digital governance," International Review of Economics & Finance, Elsevier, vol. 100(C).
  2. Wang, Yihui & Ge, Xiangyu, 2025. "Digital finance, investor sentiment, and corporate inefficient investment," Finance Research Letters, Elsevier, vol. 83(C).
  3. Wang, Juntian & Chen, Jingwei & Li, Rongrong, 2023. "Outward foreign direct investment and urban green productivity: Promote or inhibit?," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 516-530.
  4. Zhang, Dongyang, 2023. "Can digital finance empowerment reduce extreme ESG hypocrisy resistance to improve green innovation?," Energy Economics, Elsevier, vol. 125(C).
  5. Zhang, Jun & Xie, Tangkun & Kong, Xiaoran & Liu, Bo & Zhang, Wenke, 2025. "Can data assets promote green innovation in enterprises?," Finance Research Letters, Elsevier, vol. 72(C).
  6. Lianggui Liao & Chan Wang & Hong-Xing Wen & Pu-Yan Nie & Ying Huang, 2023. "The Impact and Mechanism of the COVID-19 Pandemic on Corporate Financing: Evidence from Listed Companies in China," Sustainability, MDPI, vol. 15(2), pages 1-21, January.
  7. Wang, Guiying & Lamadrid, Richel L. & Huang, Yu, 2024. "Digital transformation and enterprise outward foreign direct investment," Finance Research Letters, Elsevier, vol. 65(C).
  8. Bi, Siyuan & Zhang, Xiangjian & Xiao, Guolin & Li, Hanxi, 2025. "Marketization, digital economy, and industrial structure transformation: Mechanisms and regional variations," International Review of Economics & Finance, Elsevier, vol. 102(C).
  9. Xu, Ning & Xu, Longchao & Yan, Xiang-Wu, 2025. "Data factor marketization empowering enterprise innovation quality: New evidence from Chinese patent citations," International Review of Economics & Finance, Elsevier, vol. 103(C).
  10. 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).
  11. Yan, Weichen & Cai, Zhipeng & Yang, Aishu, 2023. "Leading the charge: The impact of executives with R&D backgrounds on corporate digital transformation," Finance Research Letters, Elsevier, vol. 56(C).
  12. Li, Qinyang & Li, Mingrui & Li, Mengru & Li, Tao, 2025. "Digital ripples: The impact of customers' digital transformation on the financing constraints of suppliers," International Review of Financial Analysis, Elsevier, vol. 105(C).
  13. Fu Xin & Huimiao Yu & Xuan Dong & Chunhua Chen, 2025. "When the customers comes to you: mobile apps and corporate investment efficiency," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-18, December.
  14. Kong, Deli & Li, Xidian, 2025. "The influence of business environment optimization on corporate bond financing costs," Finance Research Letters, Elsevier, vol. 80(C).
  15. Zhou, Zhongsheng & Zhang, Jingyao & He, Chao, 2025. "Manufacturing enterprise digital transformation, manager cognition, and strategic Risk-Taking—Evidence from China," International Review of Economics & Finance, Elsevier, vol. 98(C).
  16. Yang, Liuhui & Di, Jianguo, 2025. "Green supply chains and high-quality development of enterprises under tax reduction and fee decrease," International Review of Economics & Finance, Elsevier, vol. 98(C).
  17. Zhao, Lili & Fu, Chaoxia & Chen, Xiqun (Michael), 2025. "Integrating climate change attention into enterprise digital transformation: A managerial perspective," Finance Research Letters, Elsevier, vol. 82(C).
  18. Yang, Hongrui & Zhang, Yuan, 2025. "Can digital transformation promote high-technology firms’ trans-regional investment?," Finance Research Letters, Elsevier, vol. 73(C).
  19. Jie Wang & Xiaohui Zhou & Yunning Ma & Yongrok Choi, 2025. "Public Data Elements and Enterprise Digital Transformation: A Quasi-Natural Experiment Based on Open Government Data Platforms for Sustainable Urban Planning," Sustainability, MDPI, vol. 17(10), pages 1-32, May.
  20. 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).
  21. Zareie, Mobina & Attig, Najah & El Ghoul, Sadok & Fooladi, Iraj, 2024. "Firm digital transformation and corporate performance: The moderating effect of organizational capital," Finance Research Letters, Elsevier, vol. 61(C).
  22. Nie, Zhiping & Li, Kexin & Zheng, Qingyu, 2025. "Corporate tax avoidance, financing constraints, and pollution emissions: A moral consistency theory perspective," Finance Research Letters, Elsevier, vol. 86(PG).
  23. Peng, Huan & Bumailikaimu, Sulidan & Feng, Ting, 2024. "The power of market: Venture capital and enterprise digital transformation," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
  24. Li, Pingrui & Zhao, Xu, 2024. "The impact of digital transformation on corporate supply chain management: Evidence from listed companies," Finance Research Letters, Elsevier, vol. 60(C).
  25. Kang, Dan & Xu, Jiahao & Tong, Qiye & Li, Jiayan, 2025. "CEO financial background and corporate financialization," Finance Research Letters, Elsevier, vol. 71(C).
  26. Wang, Jinpeng & Zhang, Tao, 2025. "Oil price uncertainty and corporate digital transformation: Evidence from China," Energy Economics, Elsevier, vol. 151(C).
  27. Jiang, Hongli & Hu, Wenjie & Jiang, Pengcheng, 2024. "Does ESG performance affect corporate tax avoidance? Evidence from China," Finance Research Letters, Elsevier, vol. 61(C).
  28. Mo, Yan & Liu, Xiaotong, 2023. "Climate policy uncertainty and digital transformation of enterprise—Evidence from China," Economics Letters, Elsevier, vol. 233(C).
  29. Hua, Zesu & Yu, Yihua, 2023. "Digital transformation and the impact of local tournament incentives: Evidence from publicly listed companies in China," Finance Research Letters, Elsevier, vol. 57(C).
  30. Cheng, Hang & Ruan, Ping & Wang, Peng, 2024. "The impact of surging computing power on enterprise digital transformation–Based on quasi-natural experiments set up by the National Supercomputing Center," Finance Research Letters, Elsevier, vol. 65(C).
  31. Yang (Eric) Zhou & Jingjun (David) Xu & Zhiying Liu, 2024. "The impact of digital transformation on corporate innovation: Roles of analyst coverage and internal control," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(1), pages 373-393, January.
  32. 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).
  33. Hua, Zesu & Kong, Shuning & Yu, Yihua, 2025. "Talent magnets in China: Can talent attraction policies catalyze digital transformation in enterprises?," China Economic Review, Elsevier, vol. 90(C).
  34. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
  35. Qiao, Yi & Li, Xiaorong & Hu, Juncheng, 2025. "From digital to innovative: How does digital transformation affect corporate innovation?," Economics Letters, Elsevier, vol. 247(C).
  36. Li, Wenyi & Yang, Zhen & Wang, Wenna, 2025. "The asymmetric effects of digital inclusive finance’s breadth and depth on the digital transformation of agribusinesses," Finance Research Letters, Elsevier, vol. 72(C).
  37. Zhang, Qi & Wu, Peipei & Li, Rongrong & Chen, Afei, 2024. "Digital transformation and economic growth Efficiency improvement in the Digital media era: Digitalization of industry or Digital industrialization?," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 667-677.
  38. Yue Xie & Tianhui Wang & Jinhua Zhang & Na Wang, 2023. "Does controlling shareholders’ share pledge exacerbate excessive financialization of enterprises?—Evidence from performance pressure perspective," PLOS ONE, Public Library of Science, vol. 18(7), pages 1-26, July.
  39. Yang, Yang & Chen, Wanying & Yu, Zhuangxiong, 2023. "Local government debt and corporate digital transformation: Evidence from China," Finance Research Letters, Elsevier, vol. 57(C).
  40. Jia, Lele & Ren, Yahui, 2026. "Supply chain finance, financing constraints, and corporate new quality productivity," Finance Research Letters, Elsevier, vol. 88(C).
  41. Zhang, Li & Song, Xinwei, 2025. "Managerial overconfidence and corporate digital transformation," Finance Research Letters, Elsevier, vol. 75(C).
  42. Wu, Jiaying & Yang, Yu, 2025. "Intellectual property protection and corporate investment efficiency: An analysis of the moderating effect based on financial technology transfer," Finance Research Letters, Elsevier, vol. 84(C).
  43. Mengmeng Li & Xiaochuan Guo & Fengzheng Wang & Yanlin Wang, 2025. "Executives’ IT Background, Managerial Myopia, and Digital Transformation," SAGE Open, , vol. 15(3), pages 21582440251, August.
  44. Xiaoyang Guo & Xiuwu Zhang & Jingyi Yang & Jiangying Wei & Takashi Tamamine & Jiayuan Lin & Weijun Hu, 2025. "Digital transformation, entrepreneurship and total factor productivity of enterprises——empirical evidence from listed companies," International Entrepreneurship and Management Journal, Springer, vol. 21(1), pages 1-40, December.
  45. Feng, Qianbin & Ge, Ying & Zhao, Lexin, 2024. "Tax incentives and corporate digital transformation: Evidence from China’s accelerated depreciation policy," Journal of Asian Economics, Elsevier, vol. 95(C).
  46. Nie, Jing & Zhang, Jiaming & Chang, Xue, 2024. "Does social capital matter to firm digital transformation? Evidence from China," Finance Research Letters, Elsevier, vol. 65(C).
  47. Chen, Zhicheng & Wang, Heng & Wu, Qichun, 2025. "From data to decision: How supply chain network restructuring resolves cost stickiness?," Finance Research Letters, Elsevier, vol. 86(PA).
  48. Xue, Weifeng & Lau, Stephenshingwai, 2025. "Impacts of digital transformation on the innovation of capital appreciation models in property management enterprises," Finance Research Letters, Elsevier, vol. 86(PA).
  49. Wang, Yaozhong & He, Pinzhen, 2024. "Enterprise digital transformation, financial information disclosure and innovation efficiency," Finance Research Letters, Elsevier, vol. 59(C).
  50. Ziqian Peng & Haiyang Zhang & Peng Zhou & Junlin Ren & Yanbai Chen, 2025. "Enterprise digital transformation and inefficient investment: from the perspective of diversified operations and environmental uncertainty," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-16, December.
  51. Cao, June & Huang, Zijie & Kristanto, Ari Budi, 2025. "From bytes to blooms: Tech-driven transformation and green revenues," Energy Economics, Elsevier, vol. 144(C).
  52. Li, Chengming & Wang, Yilin & Zhou, Zhihan & Wang, Zeyu & Mardani, Abbas, 2023. "Digital finance and enterprise financing constraints: Structural characteristics and mechanism identification," Journal of Business Research, Elsevier, vol. 165(C).
  53. Xiang, Jiafeng & Yang, Ge & Chen, Yinying & Zhou, Dong, 2025. "Business group affiliation and corporate digital transformation," Economic Modelling, Elsevier, vol. 147(C).
  54. Wang, Qiulin & Wei, Wei & Guo, Yan, 2025. "Green finance, intelligent transformation, and corporate investment efficiency," Finance Research Letters, Elsevier, vol. 86(PD).
  55. Li, Shuquan & Kong, Xiangcai & Ianenko, Marina & Wang, Wentao, 2025. "The impact of digital transformation on enterprise supply chain finance," Finance Research Letters, Elsevier, vol. 85(PA).
  56. Zhang, Ping & Wang, Yiru, 2025. "Digital finance and stock price crash: Evidence from China," Emerging Markets Review, Elsevier, vol. 66(C).
  57. Shi, Hongyu & Zhou, Qun, 2024. "Government R&D Subsidies, Environmental regulation and corporate green innovation performance," Finance Research Letters, Elsevier, vol. 69(PB).
  58. Xue, Yi & Zhang, Xinzhi, 2024. "Digital transformation and corporate capital structure: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).
  59. Yang, Jinxuan & Hui, Ning, 2024. "How digital finance affects the sustainability of corporate green innovation," Finance Research Letters, Elsevier, vol. 63(C).
  60. Wang, Qun & Zhao, Xiangfang & Zeng, Yongliang & Weng, Jiamin, 2024. "Executive equity incentives and corporate digital transformation," Economics Letters, Elsevier, vol. 241(C).
  61. Hu, Chun & He, Haoyang & Wang, Fei & SHIN, YEON-SOO, 2025. "Management equity incentives, market dynamics, and corporate R&D investment," Finance Research Letters, Elsevier, vol. 76(C).
  62. Li, Yawen & Xia, Yufei & Sun, Zongting & Sun, Naili, 2025. "Does digital transformation affect systemic risk? Evidence from the banking sector in China," International Review of Financial Analysis, Elsevier, vol. 102(C).
  63. Tian, Qian & Zhu, Yan & Zhang, Zili, 2024. "The impact of local incentive-based legislation on the financing constraints of private firms–Evidence from China," Finance Research Letters, Elsevier, vol. 68(C).
  64. Zhang, Ping & Wang, Yiru & Gao, Jieying, 2023. "Going public and innovation: Evidence from the ChiNext stock market," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 586-613.
  65. Cimini, Francesco & Kalantzis, Fotios, 2024. "The impact of the digital and green transitions on investment inefficiency," EIB Working Papers 2024/04, European Investment Bank (EIB).
  66. Liu, Guangqiang & Liu, Boyang, 2023. "How digital technology improves the high-quality development of enterprises and capital markets: A liquidity perspective," Finance Research Letters, Elsevier, vol. 53(C).
  67. Ge, Jinxin & Wu, Mingsheng & Fan, Wei, 2025. "Marketing investment, financing constraints, and e-commerce firm value," Finance Research Letters, Elsevier, vol. 85(PC).
  68. Dandan Wang & Tongfei Yang, 2025. "Research on the Promotion Effect of the Marketization of Data Elements on the Digital Transformation of Manufacturing Enterprises: An Empirical Evaluation of a Multiperiod DID Model," Sustainability, MDPI, vol. 17(7), pages 1-23, April.
  69. Xu, Chang & Jin, Long, 2024. "Effects of government digitalization on firm investment efficiency: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 819-834.
  70. Zhang, Chaolin & Deng, Yongqi, 2024. "How does digital transformation affect firm technical efficiency? Evidence from China," Finance Research Letters, Elsevier, vol. 69(PA).
  71. Qu, Gan & Wang, Zongyi, 2025. "Digital finance development and tourism consumption growth: An analysis of the moderating effect based on household wealth," Finance Research Letters, Elsevier, vol. 80(C).
  72. Yang, Yang & Chen, Jingzhi & Liu, Shuwen & Li, Jun, 2025. "The impact of digital transformation on corporate shadow banking," International Review of Financial Analysis, Elsevier, vol. 108(PB).
  73. Shao, Jun & Wang, Junjie & Zhang, Junzi, 2025. "Standing on the shoulders of giants: The innovation capability acquisition of group affiliates," Finance Research Letters, Elsevier, vol. 78(C).
  74. Liu, Dongxia & Chen, Liming, 2025. "Supply chain innovation support policies, financing constraints, and corporate digital transformation," International Review of Financial Analysis, Elsevier, vol. 108(PA).
  75. Hu, Yan & Che, Dexin & Wu, Fei & Chang, Xi, 2023. "Corporate maturity mismatch and enterprise digital transformation: Evidence from China," Finance Research Letters, Elsevier, vol. 53(C).
  76. 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.
  77. Guangcheng Ma & Qiyue Xiao & Xiaozhong Yang, 2024. "The impact of equity pledge on inefficient investment: a perspective from family entrepreneurship," International Entrepreneurship and Management Journal, Springer, vol. 20(2), pages 631-661, June.
  78. Zhu, Lijun, 2025. "The influence of digital transformation on Chinese firms' outward foreign direct investment," Finance Research Letters, Elsevier, vol. 72(C).
  79. Sun, Guanglin & Li, Ting & Ai, Yongfang & Li, Qinghai, 2023. "Digital finance and corporate financial fraud," International Review of Financial Analysis, Elsevier, vol. 87(C).
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