IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v85y2024ics0927538x2400129x.html
   My bibliography  Save this article

Data assets and corporate sustainable development: evidence from ESG in China

Author

Listed:
  • Li, Yuetong
  • Wang, Xinyi
  • Zheng, Xiaojia

Abstract

This paper studies the impact of data assets generated inside firms on their Environmental, Social, and Governance (ESG) performance. Using a sample of listed firms in China from 2010 to 2020, we find that firms that use data assets have better ESG performance. Further analyses show that data assets improve ESG performance by enhancing operational capacity and improving monitoring. Furthermore, the impact of data assets on ESG performance is more pronounced for firms with lower asset turnover rates, weaker market power, and higher agency costs, and in scenarios where mandatory ESG disclosure is absent and CEOs have IT-related backgrounds. This paper enriches the literature by shedding light on the role of data assets in sustainable development and corporate social value creation and has practical implications for data governance in the digital era.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:pacfin:v:85:y:2024:i:c:s0927538x2400129x
    DOI: 10.1016/j.pacfin.2024.102378
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X2400129X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.pacfin.2024.102378?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sandra A. Waddock & Samuel B. Graves, 1997. "The Corporate Social Performance–Financial Performance Link," Strategic Management Journal, Wiley Blackwell, vol. 18(4), pages 303-319, April.
    2. Martin Beraja & David Y Yang & Noam Yuchtman, 2023. "Data-intensive Innovation and the State: Evidence from AI Firms in China," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(4), pages 1701-1723.
    3. Cai, Yongbin & Luo, Na & Xie, Xuejing & Gong, Yukai, 2024. "Chairman's IT background and enterprise digital transformation: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 83(C).
    4. Hao Liang & Luc Renneboog, 2017. "On the Foundations of Corporate Social Responsibility," Journal of Finance, American Finance Association, vol. 72(2), pages 853-910, April.
    5. Borghesi, Richard & Houston, Joel F. & Naranjo, Andy, 2014. "Corporate socially responsible investments: CEO altruism, reputation, and shareholder interests," Journal of Corporate Finance, Elsevier, vol. 26(C), pages 164-181.
    6. Wang, Jianda & Wang, Bo & Dong, Kangyin & Dong, Xiucheng, 2022. "How does the digital economy improve high-quality energy development? The case of China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    7. Changyu Hu & Yuetong Li & Xiaojia Zheng, 2022. "Data assets, information uses, and operational efficiency," Applied Economics, Taylor & Francis Journals, vol. 54(60), pages 6887-6900, December.
    8. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    9. Behl, Abhishek & Gaur, Jighyasu & Pereira, Vijay & Yadav, Rambalak & Laker, Benjamin, 2022. "Role of big data analytics capabilities to improve sustainable competitive advantage of MSME service firms during COVID-19 – A multi-theoretical approach," Journal of Business Research, Elsevier, vol. 148(C), pages 378-389.
    10. James S. Ang & Rebel A. Cole & James Wuh Lin, 2000. "Agency Costs and Ownership Structure," Journal of Finance, American Finance Association, vol. 55(1), pages 81-106, February.
    11. Sprinkle, Geoffrey B. & Maines, Laureen A., 2010. "The benefits and costs of corporate social responsibility," Business Horizons, Elsevier, vol. 53(5), pages 445-453, September.
    12. Sun, Xian & Gunia, Brian C., 2018. "Economic resources and corporate social responsibility," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 332-351.
    13. Rui Albuquerque & Yrjö Koskinen & Chendi Zhang, 2019. "Corporate Social Responsibility and Firm Risk: Theory and Empirical Evidence," Management Science, INFORMS, vol. 65(10), pages 4451-4469, October.
    14. Zyglidopoulos, Stelios C. & Georgiadis, Andreas P. & Carroll, Craig E. & Siegel, Donald S., 2012. "Does media attention drive corporate social responsibility?," Journal of Business Research, Elsevier, vol. 65(11), pages 1622-1627.
    15. Murray, Keith B. & Vogel, Christine M., 1997. "Using a hierarchy-of-effects approach to gauge the effectiveness of corporate social responsibility to generate goodwill toward the firm: Financial versus nonfinancial impacts," Journal of Business Research, Elsevier, vol. 38(2), pages 141-159, February.
    16. El-Kassar, Abdul-Nasser & Singh, Sanjay Kumar, 2019. "Green innovation and organizational performance: The influence of big data and the moderating role of management commitment and HR practices," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 483-498.
    17. Fang, Mingyue & Nie, Huihua & Shen, Xinyi, 2023. "Can enterprise digitization improve ESG performance?," Economic Modelling, Elsevier, vol. 118(C).
    18. Cristina Chueca Vergara & Luis Ferruz Agudo, 2021. "Fintech and Sustainability: Do They Affect Each Other?," Sustainability, MDPI, vol. 13(13), pages 1-19, June.
    19. Patrick Bajari & Victor Chernozhukov & Ali Hortaçsu & Junichi Suzuki, 2019. "The Impact of Big Data on Firm Performance: An Empirical Investigation," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 33-37, May.
    20. Cai, Ye & Pan, Carrie H. & Statman, Meir, 2016. "Why do countries matter so much in corporate social performance?," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 591-609.
    21. Christina Zhu, 2019. "Big Data as a Governance Mechanism," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2021-2061.
    22. Hegde, Shantaram P. & Mishra, Dev R., 2019. "Married CEOs and corporate social responsibility," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 226-246.
    23. Jan Bebbington & Carlos Larrinaga & Jose M. Moneva, 2008. "Corporate social reporting and reputation risk management," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 21(3), pages 337-361, March.
    24. Choi, Hyoung-Yong & Park, Junyoung, 2022. "Do data-driven CSR initiatives improve CSR performance? The importance of big data analytics capability," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    25. Ghasemaghaei, Maryam & Calic, Goran, 2020. "Assessing the impact of big data on firm innovation performance: Big data is not always better data," Journal of Business Research, Elsevier, vol. 108(C), pages 147-162.
    26. Tsang, Albert & Frost, Tracie & Cao, Huijuan, 2023. "Environmental, Social, and Governance (ESG) disclosure: A literature review," The British Accounting Review, Elsevier, vol. 55(1).
    27. Abeysekera, Amal P. & Fernando, Chitru S., 2020. "Corporate social responsibility versus corporate shareholder responsibility: A family firm perspective," Journal of Corporate Finance, Elsevier, vol. 61(C).
    28. Li, Lei & Lin, Jiabao & Ouyang, Ye & Luo, Xin (Robert), 2022. "Evaluating the impact of big data analytics usage on the decision-making quality of organizations," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    29. Bohyun Yoon & Jeong Hwan Lee & Ryan Byun, 2018. "Does ESG Performance Enhance Firm Value? Evidence from Korea," Sustainability, MDPI, vol. 10(10), pages 1-18, October.
    30. He, Feng & Du, Hanyu & Yu, Bo, 2022. "Corporate ESG performance and manager misconduct: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 82(C).
    31. Gillan, Stuart L. & Koch, Andrew & Starks, Laura T., 2021. "Firms and social responsibility: A review of ESG and CSR research in corporate finance," Journal of Corporate Finance, Elsevier, vol. 66(C).
    32. McCarthy, Scott & Oliver, Barry & Song, Sizhe, 2017. "Corporate social responsibility and CEO confidence," Journal of Banking & Finance, Elsevier, vol. 75(C), pages 280-291.
    33. Ma-Lin Song & Ron Fisher & Jian-Lin Wang & Lian-Biao Cui, 2018. "Environmental performance evaluation with big data: theories and methods," Annals of Operations Research, Springer, vol. 270(1), pages 459-472, November.
    34. Calic, Goran & Ghasemaghaei, Maryam, 2021. "Big data for social benefits: Innovation as a mediator of the relationship between big data and corporate social performance," Journal of Business Research, Elsevier, vol. 131(C), pages 391-401.
    35. Chen, Yi-Chun & Hung, Mingyi & Wang, Yongxiang, 2018. "The effect of mandatory CSR disclosure on firm profitability and social externalities: Evidence from China," Journal of Accounting and Economics, Elsevier, vol. 65(1), pages 169-190.
    36. Wamba, Samuel Fosso & Gunasekaran, Angappa & Akter, Shahriar & Ren, Steven Ji-fan & Dubey, Rameshwar & Childe, Stephen J., 2017. "Big data analytics and firm performance: Effects of dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 356-365.
    37. Awan, Usama & Shamim, Saqib & Khan, Zaheer & Zia, Najam Ul & Shariq, Syed Muhammad & Khan, Muhammad Naveed, 2021. "Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    38. Ren, Xiaohang & Zeng, Gudian & Zhao, Yang, 2023. "Digital finance and corporate ESG performance: Empirical evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    39. Mary E. Barth & Ron Kasznik & Maureen F. McNichols, 2001. "Analyst Coverage and Intangible Assets," Journal of Accounting Research, Wiley Blackwell, vol. 39(1), pages 1-34, June.
    40. Erwin Eding & Bert Scholtens, 2017. "Corporate Social Responsibility and Shareholder Proposals," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 24(6), pages 648-660, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Huang, Wei & Luo, Yan & Wang, Xiaohuan & Xiao, Lifu, 2022. "Controlling shareholder pledging and corporate ESG behavior," Research in International Business and Finance, Elsevier, vol. 61(C).
    2. Gillan, Stuart L. & Koch, Andrew & Starks, Laura T., 2021. "Firms and social responsibility: A review of ESG and CSR research in corporate finance," Journal of Corporate Finance, Elsevier, vol. 66(C).
    3. Fang, Mingyue & Nie, Huihua & Shen, Xinyi, 2023. "Can enterprise digitization improve ESG performance?," Economic Modelling, Elsevier, vol. 118(C).
    4. Zhu, Minghao & Yeung, Andy C.L. & Zhou, Honggeng, 2021. "Diversify or concentrate: The impact of customer concentration on corporate social responsibility," International Journal of Production Economics, Elsevier, vol. 240(C).
    5. Goretti Cabaleiro-Cerviño & Pedro Mendi, 2024. "ESG-driven innovation strategy and firm performance," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(1), pages 137-185, March.
    6. Tang, Jinghua & Wang, Xiaoming & Liu, Qigui, 2023. "The spillover effect of customers' ESG to suppliers," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    7. Hyejin Park & Jiyoon Lee & Jewon Shin, 2024. "How Does Taxation Affect Corporate Social Responsibility? Evidence from a Korean Tax Reform," Journal of Business Ethics, Springer, vol. 192(4), pages 745-774, July.
    8. Iftekhar Hasan & Panagiotis Karavitis & Pantelis Kazakis & Woon Sau Leung, 2025. "Corporate Social Responsibility and Profit Shifting," European Accounting Review, Taylor & Francis Journals, vol. 34(1), pages 1-29, January.
    9. Liu, Frank Hong & Wu, Qiang & Zhou, Yue, 2024. "Bank deregulation and corporate social responsibility," Journal of Financial Stability, Elsevier, vol. 74(C).
    10. Yang Liu & Han Zhang & Fukang Zhang, 2024. "The power of CEO growing up in poverty: Enabling better corporate environmental, social, and governance (ESG) performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 1610-1633, May.
    11. Qian, Shuitu & Yu, Wenzhe, 2024. "Green finance and environmental, social, and governance performance," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 1185-1202.
    12. Lei Zheng & Xuemeng Guo & Libin Zhao, 2021. "How Does Transportation Infrastructure Improve Corporate Social Responsibility? Evidence from High-Speed Railway Openings in China," Sustainability, MDPI, vol. 13(11), pages 1-23, June.
    13. Zhu, Ruoyu & Tan, Kehu & Xin, Xiaohui, 2024. "Speed up for sustainable development: High-speed rail and corporate ESG performance," Energy Economics, Elsevier, vol. 138(C).
    14. Sakkakom Maneenop & Chaiyuth Padungsaksawasdi & Sirimon Treepongkaruna, 2024. "Co‐opted board, environment, social and governance," Business Strategy and the Environment, Wiley Blackwell, vol. 33(2), pages 1161-1172, February.
    15. Dongmin Kong & Jia Liu & Yanan Wang & Ling Zhu, 2024. "Employee Stock Ownership Plans and Corporate Environmental Engagement," Journal of Business Ethics, Springer, vol. 189(1), pages 177-199, January.
    16. Fiorillo, Paolo & Meles, Antonio & Pellegrino, Luigi Raffaele & Verdoliva, Vincenzo, 2024. "Geopolitical risk and stock price crash risk: The mitigating role of ESG performance," International Review of Financial Analysis, Elsevier, vol. 91(C).
    17. Xiangjun Hong & Xian Lin & Laitan Fang & Yuchen Gao & Ruipeng Li, 2022. "Application of Machine Learning Models for Predictions on Cross-Border Merger and Acquisition Decisions with ESG Characteristics from an Ecosystem and Sustainable Development Perspective," Sustainability, MDPI, vol. 14(5), pages 1-27, February.
    18. Hans B. Christensen & Luzi Hail & Christian Leuz, 2021. "Mandatory CSR and sustainability reporting: economic analysis and literature review," Review of Accounting Studies, Springer, vol. 26(3), pages 1176-1248, September.
    19. Lin, Xiaowei & Li, Ao & Xu, Yonghao & Ding, Zijun, 2023. "Does internal whistleblowing build more socially responsible firms？," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 197-214.
    20. Wang, Ye & Liu, Xufeng & Wan, Die, 2023. "Stock market openness and ESG performance: Evidence from Shanghai-Hong Kong connect program," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 1306-1319.

    More about this item

    Keywords

    Data assets; Environmental; social; and governance; Corporate social responsibility; China; Textual analysis;
    All these keywords.

    JEL classification:

    • M10 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - General
    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:pacfin:v:85:y:2024:i:c:s0927538x2400129x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/pacfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.