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Big Data Infrastructure and Corporate ESG Performance: Evidence from Listed Chinese Manufacturing Companies

Author

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  • Minjuan Wang

    (China Economics and Management Academy, Central University of Finance and Economics, Beijing 100081, China)

  • Dingsheng Zhang

    (China Economics and Management Academy, Central University of Finance and Economics, Beijing 100081, China)

Abstract

This paper investigates the impact of big data on firms’ environmental, social, and governance (ESG) performance. We provide quasi-experimental estimates using a unique quasi-natural experiment: the national policy of introducing Big Data Pilot Zones (BDPZs) in Chinese cities. Our analysis exploits data on firm-level ESG performance with a standard difference-in-differences empirical strategy. We find that big data has a significant positive impact on corporate ESG performance. The effect is more prominent for companies in non-heavily polluting industries, with a lower level of digital transformation, and those not rigorously audited. Analysis of the mechanisms shows that big data enhances the transparency of corporate information. Facing external supervisory pressure, companies tend to enhance their ESG performance to mitigate reputational risks.

Suggested Citation

  • Minjuan Wang & Dingsheng Zhang, 2024. "Big Data Infrastructure and Corporate ESG Performance: Evidence from Listed Chinese Manufacturing Companies," Sustainability, MDPI, vol. 16(12), pages 1-24, June.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:12:p:5147-:d:1416479
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    References listed on IDEAS

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    1. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    2. Martin Hilbert, 2016. "Big Data for Development: A Review of Promises and Challenges," Development Policy Review, Overseas Development Institute, vol. 34(1), pages 135-174, January.
    3. Gunther Capelle-Blancard & Aurélien Petit, 2019. "Every Little Helps? ESG News and Stock Market Reaction," Journal of Business Ethics, Springer, vol. 157(2), pages 543-565, June.
    4. Alex Edmans, 2023. "How great companies deliver both purpose and profit," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 21(3), pages 465-469, July.
    5. Wong, Jin Boon & Zhang, Qin, 2022. "Stock market reactions to adverse ESG disclosure via media channels," The British Accounting Review, Elsevier, vol. 54(1).
    6. Bose, Sudipta & Minnick, Kristina & Shams, Syed, 2021. "Does carbon risk matter for corporate acquisition decisions?," Journal of Corporate Finance, Elsevier, vol. 70(C).
    7. Samuel Drempetic & Christian Klein & Bernhard Zwergel, 2020. "The Influence of Firm Size on the ESG Score: Corporate Sustainability Ratings Under Review," Journal of Business Ethics, Springer, vol. 167(2), pages 333-360, November.
    8. Ben Arfi, Wissal & Hikkerova, Lubica & Sahut, Jean-Michel, 2018. "External knowledge sources, green innovation and performance," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 210-220.
    9. Glen Dowell & Stuart Hart & Bernard Yeung, 2000. "Do Corporate Global Environmental Standards Create or Destroy Market Value?," Management Science, INFORMS, vol. 46(8), pages 1059-1074, August.
    10. Hong, Harrison & Kacperczyk, Marcin, 2009. "The price of sin: The effects of social norms on markets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 15-36, July.
    11. Avramov, Doron & Cheng, Si & Lioui, Abraham & Tarelli, Andrea, 2022. "Sustainable investing with ESG rating uncertainty," Journal of Financial Economics, Elsevier, vol. 145(2), pages 642-664.
    12. Breuer, Wolfgang & Müller, Torbjörn & Rosenbach, David & Salzmann, Astrid, 2018. "Corporate social responsibility, investor protection, and cost of equity: A cross-country comparison," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 34-55.
    13. Fang, Mingyue & Nie, Huihua & Shen, Xinyi, 2023. "Can enterprise digitization improve ESG performance?," Economic Modelling, Elsevier, vol. 118(C).
    14. 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).
    15. Lei, Ni & Miao, Qin & Yao, Xin, 2023. "Does the implementation of green credit policy improve the ESG performance of enterprises? Evidence from a quasi-natural experiment in China," Economic Modelling, Elsevier, vol. 127(C).
    16. Aaron K. Chatterji & Rodolphe Durand & David I. Levine & Samuel Touboul, 2016. "Do ratings of firms converge? Implications for managers, investors and strategy researchers," Strategic Management Journal, Wiley Blackwell, vol. 37(8), pages 1597-1614, August.
    17. Chan, Kalok & Hameed, Allaudeen, 2006. "Stock price synchronicity and analyst coverage in emerging markets," Journal of Financial Economics, Elsevier, vol. 80(1), pages 115-147, April.
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