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Big Data as a Governance Mechanism

Citations

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Cited by:

  1. Hao Xue, 2025. "Investors’ information acquisition and the manager’s value-risk tradeoff," Review of Accounting Studies, Springer, vol. 30(1), pages 776-812, March.
  2. Tao Chen & Shuwen Pi & Qing Sophie Wang, 2025. "Artificial Intelligence and Corporate Investment Efficiency: Evidence from Chinese Listed Companies," Working Papers in Economics 25/05, University of Canterbury, Department of Economics and Finance.
  3. Ang, James & Yan, Zhenli & Xiao, Tusheng & Yuan, Chun & Wang, Jingfang, 2024. "Impact of Fintech on labor allocation efficiency in firms: Empirical evidence from China," Global Finance Journal, Elsevier, vol. 62(C).
  4. Dichev, Ilia D. & Qian, Jingyi, 2022. "The benefits of transaction-level data: The case of NielsenIQ scanner data," Journal of Accounting and Economics, Elsevier, vol. 74(1).
  5. Ilya Ivaninskiy & Irina Ivashkovskaya & Joseph A. McCahery, 2023. "Does digitalization mitigate or intensify the principal-agent conflict in a firm?," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(3), pages 695-725, September.
  6. Jagjeevan Kanoujiya & Shailesh Rastogi, 2024. "Nexus between efficiency and financial distress of listed firms in India: a comparative study using frontier techniques," OPSEARCH, Springer;Operational Research Society of India, vol. 61(2), pages 835-866, June.
  7. Jennie Bai & Massimo Massa, 2021. "Is Human-Interaction-based Information Substitutable? Evidence from Lockdown," NBER Working Papers 29513, National Bureau of Economic Research, Inc.
  8. Liu, Jiangtao & Zhang, Yi & Kuang, Jia, 2023. "Fintech development and green innovation: Evidence from China," Energy Policy, Elsevier, vol. 183(C).
  9. Itay Goldstein & Wei Jiang & G Andrew Karolyi, 2019. "To FinTech and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1647-1661.
  10. Kang, Jung Koo, 2024. "Gone with the big data: Institutional lender demand for private information," Journal of Accounting and Economics, Elsevier, vol. 77(2).
  11. Huang, Qiongyu & Xu, Chuhong & Xue, Xiaolong & Zhu, Hui, 2023. "Can digital innovation improve firm performance: Evidence from digital patents of Chinese listed firms," International Review of Financial Analysis, Elsevier, vol. 89(C).
  12. Olivier Dessaint & Thierry Foucault & Laurent Fresard, 2024. "Does Alternative Data Improve Financial Forecasting? The Horizon Effect," Journal of Finance, American Finance Association, vol. 79(3), pages 2237-2287, June.
  13. 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).
  14. Li, Qian & Liu, Shangqun, 2023. "Does alternative data reduce stock price crash risk? Evidence from third-party online sales disclosure in China," International Review of Financial Analysis, Elsevier, vol. 88(C).
  15. Deng, Yumiao & Fang, Mengmeng & Ma, Sichao & Wang, Fanzhi & Wu, Wanting, 2025. "The impact of bank FinTech on green credit allocation: Evidence from China," Finance Research Letters, Elsevier, vol. 71(C).
  16. Zhang, Junsheng & Peng, Zezhi & Zeng, Yamin & Yang, Haisheng, 2023. "Do big data mutual funds outperform?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
  17. Feng, Guo & Tang, Bo & Wen, Jipeng & Yan, Shuo, 2022. "The effect on stock performance of executives' emotions during IPO roadshows," International Review of Financial Analysis, Elsevier, vol. 81(C).
  18. Jiang, Jinglin & Liao, Li & Lu, Xi & Wang, Zhengwei & Xiang, Hongyu, 2021. "Deciphering big data in consumer credit evaluation," Journal of Empirical Finance, Elsevier, vol. 62(C), pages 28-45.
  19. Jing Jian Xiao & Chunsheng Tao, 2020. "Consumer finance/household finance: the definition and scope," China Finance Review International, Emerald Group Publishing Limited, vol. 11(1), pages 1-25, June.
  20. Cao, Sean & Jiang, Wei & Wang, Junbo & Yang, Baozhong, 2024. "From Man vs. Machine to Man + Machine: The art and AI of stock analyses," Journal of Financial Economics, Elsevier, vol. 160(C).
  21. Jérôme Dugast & Thierry Foucault, 2020. "Equilibrium Data Mining and Data Abundance," Working Papers hal-03053967, HAL.
  22. Abhiroop Mukherjee & George Panayotov & Janghoon Shon, 2019. "Eye in the sky: private satellites and government macro data," HKUST IEMS Working Paper Series 2019-68, HKUST Institute for Emerging Market Studies, revised Oct 2019.
  23. Cheng, Maoyong & Qu, Yang, 2023. "The false prosperity and promising future: Effects of data resources on bank efficiency," International Review of Financial Analysis, Elsevier, vol. 89(C).
  24. Ha, JinGi, 2025. "Institutional trading and satellite data," Finance Research Letters, Elsevier, vol. 71(C).
  25. Khattak, Mudeer Ahmed & Ali, Mohsin & Azmi, Wajahat & Rizvi, Syed Aun R., 2023. "Digital transformation, diversification and stability: What do we know about banks?," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 122-132.
  26. Geng, Hongyan & Guo, Pin & Cheng, Maoyong, 2023. "The dark side of bank FinTech: Evidence from a transition economy," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1811-1830.
  27. Minheng Xiao, 2022. "Time-Series K-means in Causal Inference and Mechanism Clustering for Financial Data," Papers 2202.03146, arXiv.org, revised Jun 2025.
  28. Wang, Li & Wu, Yuhan & Huang, Zeyu & Wang, Yanan, 2024. "Big data application and corporate investment decisions: Evidence from A-share listed companies in China," International Review of Financial Analysis, Elsevier, vol. 94(C).
  29. Dulani Jayasuriya Daluwathumullagamage & Alexandra Sims, 2021. "Fantastic Beasts: Blockchain Based Banking," JRFM, MDPI, vol. 14(4), pages 1-43, April.
  30. Zhou, Xi & Chen, Shou, 2021. "FinTech innovation regulation based on reputation theory with the participation of new media," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
  31. Blankespoor, Elizabeth, 2022. "Understanding investor interaction with firm information: A discussion of Lee and Zhong (2022)," Journal of Accounting and Economics, Elsevier, vol. 74(2).
  32. Jordan Schoenfeld, 2024. "Cyber risk and voluntary Service Organization Control (SOC) audits," Review of Accounting Studies, Springer, vol. 29(1), pages 580-620, March.
  33. Li, Bo & Du, Jianguo & Yao, Tianhang & Wang, Quanding, 2023. "FinTech and corporate green innovation: An external attention perspective," Finance Research Letters, Elsevier, vol. 58(PD).
  34. Cao, Sean Shun & Jiang, Wei & Lei, Lijun (Gillian) & Zhou, Qing (Clara), 2024. "Applied AI for finance and accounting: Alternative data and opportunities," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).
  35. Yang Lyu & Zheng Ji & Xiaoqi Zhang & Zhe Zhan, 2023. "Can Fintech Alleviate the Financing Constraints of Enterprises?—Evidence from the Chinese Securities Market," Sustainability, MDPI, vol. 15(5), pages 1-21, February.
  36. Wang, Kai & Zhao, Jingjing & Zhou, Jun, 2024. "Online sales and stock price synchronicity: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 95(PA).
  37. Liu, Juecen & Tang, Mengxuan & Goodell, John W. & Hu, Yang, 2025. "Informal financing access: Can fintech development affect trade credit access?," Finance Research Letters, Elsevier, vol. 71(C).
  38. Lan Di & George X. Yuan & Tu Zeng, 2021. "The consensus equilibria of mining gap games related to the stability of Blockchain Ecosystems," The European Journal of Finance, Taylor & Francis Journals, vol. 27(4-5), pages 419-440, March.
  39. Yunchuan Sun & Lu Liu & Ying Xu & Xiaoping Zeng & Yufeng Shi & Haifeng Hu & Jie Jiang & Ajith Abraham, 2024. "Alternative data in finance and business: emerging applications and theory analysis (review)," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-32, December.
  40. Qihang Xue & Caiquan Bai & Weiwei Xiao, 2022. "Fintech and corporate green technology innovation: Impacts and mechanisms," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 3898-3914, December.
  41. Lei Xu & Qian Liu & Bin Li & Chen Ma, 2022. "Fintech business and firm access to bank loans," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(4), pages 4381-4421, December.
  42. Wang, Yichen & Hu, Jun & Chen, Jia, 2023. "Does Fintech facilitate cross-border M&As? Evidence from Chinese A-share listed firms," International Review of Financial Analysis, Elsevier, vol. 85(C).
  43. Xiangyu Chen & Peng Wan & Zhefeng Ma & Yu Yang, 2024. "Does corporate digital transformation restrain ESG decoupling? Evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
  44. Ilya Ivaninskiy & Irina Ivashkovskaya, 2022. "Are blockchain-based digital transformation and ecosystem-based business models mutually reinforcing? The principal-agent conflict perspective," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(4), pages 643-670, December.
  45. Li, Weiping & Li, Tingyu & Jiang, Dequan & Zhang, Xuezhi, 2024. "Bridging the information gap: How digitalization shapes stock price informativeness," Journal of Financial Stability, Elsevier, vol. 71(C).
  46. Roychowdhury, Sugata & Shroff, Nemit & Verdi, Rodrigo S., 2019. "The effects of financial reporting and disclosure on corporate investment: A review," Journal of Accounting and Economics, Elsevier, vol. 68(2).
  47. Ji, Yu & Shi, Lina & Zhang, Shunming, 2022. "Digital finance and corporate bankruptcy risk: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
  48. Liu, Ethan Xin & Dang, Lily, 2025. "Digital transformation and debt financing cost: A threefold risk perspective," Journal of Financial Stability, Elsevier, vol. 76(C).
  49. Liu, Shangqun & Wang, Jiamin & Li, Qian, 2023. "Alternative data and trade credit financing: Evidence from third-party online sales disclosure," Finance Research Letters, Elsevier, vol. 58(PB).
  50. Sani, Jalal & Shroff, Nemit & White, Hal, 2023. "Spillover effects of mandatory portfolio disclosures on corporate investment," Journal of Accounting and Economics, Elsevier, vol. 76(2).
  51. Bin Li & Mohan Venkatachalam, 2022. "Leveraging Big Data to Study Information Dissemination of Material Firm Events," Journal of Accounting Research, Wiley Blackwell, vol. 60(2), pages 565-606, May.
  52. Li, Dongdong & Gui, Mingxia & Ma, Rui & Feng, Yiwen, 2024. "Public data accessibility and corporate maturity mismatch: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
  53. Honghai Yu & Xianfeng Hao & Liangyu Wu & Yuqi Zhao & Yudong Wang, 2023. "Eye in outer space: satellite imageries of container ports can predict world stock returns," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-16, December.
  54. Shiguang Li & Yixiang Tian, 2023. "How Does Digital Transformation Affect Total Factor Productivity: Firm-Level Evidence from China," Sustainability, MDPI, vol. 15(12), pages 1-17, June.
  55. Chiu, Peng-Chia & Teoh, Siew Hong & Zhang, Yinglei & Huang, Xuan, 2023. "Using Google searches of firm products to detect revenue management," Accounting, Organizations and Society, Elsevier, vol. 109(C).
  56. Cheng, Maoyong & Qu, Yang, 2020. "Does bank FinTech reduce credit risk? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
  57. Jang, In Ji & Kang, Namho & Yezegel, Ari, 2022. "Common ownership, price informativeness, and corporate investment," Journal of Banking & Finance, Elsevier, vol. 135(C).
  58. Akihiko Ikeda & Hiroshi Osano, 2020. "Information Investment Regulation and Portfolio Delegation," KIER Working Papers 1032, Kyoto University, Institute of Economic Research.
  59. Wang, Xinyue & Cao, Yuqiang & Feng, Zhuoan & Lu, Meiting & Shan, Yaowen, 2023. "Local FinTech development and stock price crash risk," Finance Research Letters, Elsevier, vol. 53(C).
  60. Sun, Guanglin & Li, Ting & Ai, Yongfang & Li, Qinghai, 2023. "Digital finance and corporate financial fraud," International Review of Financial Analysis, Elsevier, vol. 87(C).
  61. Hao, Xianfeng & Wang, Yudong & Wu, Chongfeng & Wu, Liangyu, 2024. "Oil information uncertainty and aggregate market returns: A natural experiment based on satellite data," Journal of Financial Markets, Elsevier, vol. 70(C).
  62. Li, Zhisheng & Liu, Chun & Ni, Xiaoran & Pang, Jiaren, 2024. "Stock market liberalization and corporate investment revisited: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 158(C).
  63. Itay Goldstein, 2023. "Information in Financial Markets and Its Real Effects," Review of Finance, European Finance Association, vol. 27(1), pages 1-32.
  64. Jérôme Dugast & Thierry Foucault, 2024. "Equilibrium Data Mining and Data Abundance," Post-Print hal-04941346, HAL.
  65. Ruiyang Niu & Guanghua Xie & Lin Chen & Longfeng Zhao & Meijun Wu, 2023. "Information gain in alternative data: Evidence from e‐commerce sales and analyst earnings forecasts," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(6), pages 3056-3076, September.
  66. Liu, Haiming & Hu, Jikong, 2025. "Bank Fintech and firm leverage adjustment speed: Evidence from China," Research in International Business and Finance, Elsevier, vol. 73(PA).
  67. Sumit Agarwal & Wenlan Qian & Xin Zou, 2021. "Disaggregated Sales and Stock Returns," Management Science, INFORMS, vol. 67(11), pages 7167-7183, November.
  68. William C Gerken & Marcus O Painter, 2023. "The Value of Differing Points of View: Evidence from Financial Analysts’ Geographic Diversity," The Review of Financial Studies, Society for Financial Studies, vol. 36(2), pages 409-449.
  69. Ma, Rui & Guo, Fei & Li, Dongdong, 2024. "Can public data availability affect stock price crash risk? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 94(C).
  70. Qiao, Penghua & Zhao, Yuying & Fung, Anna & Fung, Hung-Gay, 2025. "How digital leadership guides ESG sustainability," Research in International Business and Finance, Elsevier, vol. 73(PB).
  71. Xianfeng Hao & Yudong Wang, 2023. "Cloud cover and expected oil returns," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
  72. Wang, Ting & Xu, Jiani & Yang, Liuyong, 2024. "Financial geographic density and corporate financial asset holdings: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
  73. Hengda Jin & Kenneth Merkley & Anish Sharma & Karen Ton, 2025. "Customers’ response to firms’ disclosure of social stances: evidence from voting reform laws," Review of Accounting Studies, Springer, vol. 30(1), pages 202-246, March.
  74. 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).
  75. Gu, Ming & Li, Dongxu & Ni, Xiaoran, 2022. "Too much to learn? The (un)intended consequences of RegTech development on mergers and acquisitions," Journal of Corporate Finance, Elsevier, vol. 76(C).
  76. Li, Yuetong & Wang, Xinyi & Zheng, Xiaojia, 2024. "Data assets and corporate sustainable development: evidence from ESG in China," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
  77. Kim, Tae-Nyun & Xie, Yutong, 2023. "Off-balance sheet disclosure and leverage adjustment speed," Finance Research Letters, Elsevier, vol. 51(C).
  78. Liu, Xukang & Ma, Chaoqun & Ren, Yi-Shuai, 2024. "How AI powers ESG performance in China's digital frontier?," Finance Research Letters, Elsevier, vol. 70(C).
  79. Elizabeth Blankespoor & Bradley E. Hendricks & Joseph Piotroski & Christina Synn, 2022. "Real-time revenue and firm disclosure," Review of Accounting Studies, Springer, vol. 27(3), pages 1079-1116, September.
  80. Metawa, Noura & Dogan, Eyup & Taskin, Dilvin, 2022. "Analyzing the nexus of green economy, clean and financial technology," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 385-396.
  81. Mukherjee, Abhiroop & Panayotov, George & Shon, Janghoon, 2021. "Eye in the sky: Private satellites and government macro data," Journal of Financial Economics, Elsevier, vol. 141(1), pages 234-254.
  82. Lorien Stice-Lawrence, 2022. "Practical issues to consider when working with big data," Review of Accounting Studies, Springer, vol. 27(3), pages 1117-1124, September.
  83. Guo, Junyan & Fang, Hanqing & Liu, Xuexin & Wang, Cizhi & Wang, Yuan, 2023. "FinTech and financing constraints of enterprises: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
  84. Wu, Fei & Hu, Yan & Shen, Me, 2024. "The color of FinTech: FinTech and corporate green transformation in China," International Review of Financial Analysis, Elsevier, vol. 94(C).
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