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Air pollution and the digital transformation

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  • Chen, Xian
  • Liu, Yang
  • Wen, Fenghua

Abstract

This paper examines whether air pollution increases the digital transformation of companies. Using observations of 18,101 firm-years from China over 2014–2021, we find a positive relation between air pollution and firms’ digital transformation. Our findings are robust to a battery of endogeneity tests and robustness tests. Moreover, the impact of air pollution on digital transformation is more responsive to companies that are labor-intensive, generate lower profits per capita, and pay less per capita. Additional analysis shows that digital transformation to combat air pollution can increase total factor productivity in companies. In general, we emphasize that companies mitigate the negative impact of air pollution on the productivity of their workforce and labour costs through digital transformation.

Suggested Citation

  • Chen, Xian & Liu, Yang & Wen, Fenghua, 2024. "Air pollution and the digital transformation," International Review of Economics & Finance, Elsevier, vol. 96(PC).
  • Handle: RePEc:eee:reveco:v:96:y:2024:i:pc:s1059056024006920
    DOI: 10.1016/j.iref.2024.103700
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    as
    1. Cortés, Kristle & Duchin, Ran & Sosyura, Denis, 2016. "Clouded judgment: The role of sentiment in credit origination," Journal of Financial Economics, Elsevier, vol. 121(2), pages 392-413.
    2. Hanna, Rema & Oliva, Paulina, 2015. "The effect of pollution on labor supply: Evidence from a natural experiment in Mexico City," Journal of Public Economics, Elsevier, vol. 122(C), pages 68-79.
    3. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    4. Lashitew, Addisu A., 2023. "When businesses go digital: The role of CEO attributes in technology adoption and utilization during the COVID-19 pandemic," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    5. Hu, Haiqing & Wei, Wei & Chang, Chun-Ping, 2022. "Examining the impact of extreme temperature on green innovation in China: Evidence from city-level data," Energy Economics, Elsevier, vol. 114(C).
    6. Juliane Begenau & Maryam Farboodi & Laura Veldkamp, 2018. "Big Data in Finance and the Growth of Large Firms," Working Papers 18-08, New York University, Leonard N. Stern School of Business, Department of Economics.
    7. Yan, Ji & Tsinopoulos, Christos & Xiong, Yu, 2021. "Unpacking the impact of innovation ambidexterity on export performance: Microfoundations and infrastructure investment," International Business Review, Elsevier, vol. 30(1).
    8. Tom Y. Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2019. "The Effect of Pollution on Worker Productivity: Evidence from Call Center Workers in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 151-172, January.
    9. Juliane Begenau & Laura Veldkamp & Maryam Farboodi, 2018. "Big Data in Finance and the Growth of Large Firms," 2018 Meeting Papers 155, Society for Economic Dynamics.
    10. Liu, Ziming & Yu, Lu, 2020. "Stay or Leave? The Role of Air Pollution in Urban Migration Choices," Ecological Economics, Elsevier, vol. 177(C).
    11. Chen, Wenchuan & Xiang, Yuhan & Liu, Jin & Zhu, Yilin, 2022. "Foreign investor and industrial pollution: Evidence from sulfur dioxide emission," Finance Research Letters, Elsevier, vol. 50(C).
    12. Daron Acemoglu & Pascual Restrepo, 2017. "Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation," American Economic Review, American Economic Association, vol. 107(5), pages 174-179, May.
    13. Zhuo, Chengfeng & Chen, Jin, 2023. "Can digital transformation overcome the enterprise innovation dilemma: Effect, mechanism and effective boundary," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    14. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    15. 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).
    16. Begenau, Juliane & Farboodi, Maryam & Veldkamp, Laura, 2018. "Big data in finance and the growth of large firms," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 71-87.
    17. Battisti, Enrico & Alfiero, Simona & Leonidou, Erasmia, 2022. "Remote working and digital transformation during the COVID-19 pandemic: Economic–financial impacts and psychological drivers for employees," Journal of Business Research, Elsevier, vol. 150(C), pages 38-50.
    18. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    19. He, Guojun & Fan, Maoyong & Zhou, Maigeng, 2016. "The effect of air pollution on mortality in China: Evidence from the 2008 Beijing Olympic Games," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 18-39.
    20. Chen Yuyu & Jin Ginger Zhe & Kumar Naresh & Shi Guang, 2012. "Gaming in Air Pollution Data? Lessons from China," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 13(3), pages 1-43, December.
    21. Tom Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2016. "Particulate Pollution and the Productivity of Pear Packers," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 141-169, August.
    22. Q. Li & C.H. Peng, 2016. "The stock market effect of air pollution: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 48(36), pages 3442-3461, August.
    23. Yongtao Shen & Fan Zhang & Min Gong & JiQiang Huang, 2022. "The Urbanization–Environmental Pollution Nexus: An Analysis Based on a Spatial Perspective," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(8), pages 2355-2367, June.
    24. Wang, Li & Dai, Yunhao & Kong, Dongmin, 2021. "Air pollution and employee treatment," Journal of Corporate Finance, Elsevier, vol. 70(C).
    25. Xiaohui Chen & Dou Yan & Wen Chen, 2022. "Can the digital economy promote FinTech development?," Growth and Change, Wiley Blackwell, vol. 53(1), pages 221-247, March.
    26. Li, Chao Kevin & Luo, Jin-hui & Soderstrom, Naomi S., 2020. "Air pollution and analyst information production," Journal of Corporate Finance, Elsevier, vol. 60(C).
    27. Baltagi, Badi H. & Rich, Daniel P., 2005. "Skill-biased technical change in US manufacturing: a general index approach," Journal of Econometrics, Elsevier, vol. 126(2), pages 549-570, June.
    28. Sun, Cong & Kahn, Matthew E. & Zheng, Siqi, 2017. "Self-protection investment exacerbates air pollution exposure inequality in urban China," Ecological Economics, Elsevier, vol. 131(C), pages 468-474.
    29. Adalmir Marquetti, 2004. "Do Rising Real Wages Increase The Rate Of Labor‐Saving Technical Change? Some Econometric Evidence," Metroeconomica, Wiley Blackwell, vol. 55(4), pages 432-441, November.
    30. Tan, Youchao & Liu, Xiumei & Sun, Hanwen & Zeng, Cheng(Colin), 2022. "Population ageing, labour market rigidity and corporate innovation: Evidence from China," Research Policy, Elsevier, vol. 51(2).
    31. Juliane Begenau & Maryam Farboodi & Laura Veldkamp, 2018. "Big Data in Finance and the Growth of Large Firms," NBER Working Papers 24550, National Bureau of Economic Research, Inc.
    32. Sestino, Andrea & Prete, Maria Irene & Piper, Luigi & Guido, Gianluigi, 2020. "Internet of Things and Big Data as enablers for business digitalization strategies," Technovation, Elsevier, vol. 98(C).
    33. Yan, Lina & Ling, Xuan & Wang, Zhitao & Xu, Yinuo, 2023. "Can mixed-ownership reform boost the digital transformation of state-owned enterprises?," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 647-663.
    34. Li, Jennifer (Jie) & Massa, Massimo & Zhang, Hong & Zhang, Jian, 2021. "Air pollution, behavioral bias, and the disposition effect in China," Journal of Financial Economics, Elsevier, vol. 142(2), pages 641-673.
    35. Fenghua Wen & Shan Yang & Daohan Huang, 2023. "Heterogeneous human capital, spatial spillovers and regional innovation: evidence from the Yangtze River Economic Belt, China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    36. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    37. Zhai, Huayun & Yang, Min & Chan, Kam C., 2022. "Does digital transformation enhance a firm's performance? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
    38. Hui‐Cheng Yu & Bor‐Yuan Tsai, 2018. "Environmental policy and sustainable development: An empirical study on carbon reduction among Chinese enterprises," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(5), pages 1019-1026, September.
    39. Geng, Heng (Griffin) & Huang, Yi & Lin, Chen & Liu, Sibo, 2022. "Minimum Wage and Corporate Investment: Evidence from Manufacturing Firms in China," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 57(1), pages 94-126, February.
    40. Zhang, Yimeng & Ma, Xinyu & Pang, Jianing & Xing, Hailong & Wang, Jian, 2023. "The impact of digital transformation of manufacturing on corporate performance — The mediating effect of business model innovation and the moderating effect of innovation capability," Research in International Business and Finance, Elsevier, vol. 64(C).
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