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Does air pollution matter for audit process and audit outcomes? Evidence from China

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  • Wu, Yaqian
  • Li, Jiyuan

Abstract

We investigate the impact of air pollution on audit process and audit outcomes using unique data from the Chinese capital market between 2013 and 2020. We find that auditors exert less effort in client firms located in cities with severe air pollution, leading to lower audit quality represented by a lower probability of and fewer audit adjustments. The cross-sectional analysis shows that auditors from Big 4 audit firms can mitigate the effect of air pollution on audit effort and audit quality. We also draw some interesting conclusions about the effect of auditors’ perceptions of air pollution variation in both spatial and time dimensions, and the impact of COVID-19. Our findings still hold in several robustness checks such as using alternative proxies, controlling for more fixed effects, considering mutual selection issues, employing regression discontinuity design, utilizing instrument variables method, and conducting placebo tests. Our study contributes to the emerging literature on behavioral finance by extending the research into ambient air pollution to the auditing context, provides new insights into the determinants of audit effort and audit quality, and has some implications for regulators.

Suggested Citation

  • Wu, Yaqian & Li, Jiyuan, 2025. "Does air pollution matter for audit process and audit outcomes? Evidence from China," Journal of Contemporary Accounting and Economics, Elsevier, vol. 21(1).
  • Handle: RePEc:eee:jocaae:v:21:y:2025:i:1:s1815566924000511
    DOI: 10.1016/j.jcae.2024.100451
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    as
    1. James Archsmith & Anthony Heyes & Soodeh Saberian, 2018. "Air Quality and Error Quantity: Pollution and Performance in a High-Skilled, Quality-Focused Occupation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(4), pages 827-863.
    2. Xue, Shuyu & Zhang, Bohui & Zhao, Xiaofeng, 2021. "Brain drain: The impact of air pollution on firm performance," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    3. Joseph V. Carcello & Dana R. Hermanson & Terry L. Neal & Richard A. Riley, 2002. "Board Characteristics and Audit Fees," Contemporary Accounting Research, John Wiley & Sons, vol. 19(3), pages 365-384, September.
    4. Maretno Agus Harjoto & Indrarini Laksmana & Robert Lee, 2015. "The impact of demographic characteristics of CEOs and directors on audit fees and audit delay," Managerial Auditing Journal, Emerald Group Publishing, vol. 30(8/9), pages 963-997, October.
    5. 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.
    6. Wu, Qinqin & Hao, Ying & Lu, Jing, 2018. "Air pollution, stock returns, and trading activities in China," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 342-365.
    7. Dong, Rui & Fisman, Raymond & Wang, Yongxiang & Xu, Nianhang, 2021. "Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts," Journal of Financial Economics, Elsevier, vol. 139(3), pages 971-984.
    8. Joseph H. Zhang, 2018. "Accounting Comparability, Audit Effort, and Audit Outcomes," Contemporary Accounting Research, John Wiley & Sons, vol. 35(1), pages 245-276, March.
    9. Jiekun Huang & Nianhang Xu & Honghai Yu, 2020. "Pollution and Performance: Do Investors Make Worse Trades on Hazy Days?," Management Science, INFORMS, vol. 66(10), pages 4455-4476, October.
    10. Bronson, Scott N. & Hogan, Chris E. & Johnson, Marilyn F. & Ramesh, K., 2011. "The unintended consequences of PCAOB auditing Standard Nos. 2 and 3 on the reliability of preliminary earnings releases," Journal of Accounting and Economics, Elsevier, vol. 51(1-2), pages 95-114, February.
    11. Jiaxiu He & Haoming Liu & Alberto Salvo, 2019. "Severe Air Pollution and Labor Productivity: Evidence from Industrial Towns in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 173-201, January.
    12. Mansfield, Carol & Reed Johnson, F. & Van Houtven, George, 2006. "The missing piece: Valuing averting behavior for children's ozone exposures," Resource and Energy Economics, Elsevier, vol. 28(3), pages 215-228, August.
    13. Yingwen Deng & Lu Xie & Min Zhang & Yaqian Wu, 2021. "Beg your pardon? The effect of communication costs on audit quality," Accounting and Business Research, Taylor & Francis Journals, vol. 51(6-7), pages 824-851, November.
    14. John Goodwin & Donghui Wu, 2016. "What is the Relationship Between Audit Partner Busyness and Audit Quality?," Contemporary Accounting Research, John Wiley & Sons, vol. 33(1), pages 341-377, March.
    15. Chee‐Yeow Lim & Hun‐Tong Tan, 2008. "Non‐audit Service Fees and Audit Quality: The Impact of Auditor Specialization," Journal of Accounting Research, Wiley Blackwell, vol. 46(1), pages 199-246, March.
    16. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    17. Yihao Zhang & Yu Jiang & Yongji Guo, 2017. "The effects of haze pollution on stock performances: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 49(23), pages 2226-2237, May.
    18. Chen, Shuai & Oliva, Paulina & Zhang, Peng, 2022. "The effect of air pollution on migration: Evidence from China," Journal of Development Economics, Elsevier, vol. 156(C).
    19. 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.
    20. Shihe Fu & V Brian Viard & Peng Zhang, 2021. "Air Pollution and Manufacturing Firm Productivity: Nationwide Estimates for China [Management and shocks to worker productivity]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3241-3273.
    21. Janet Currie & Eric A. Hanushek & E. Megan Kahn & Matthew Neidell & Steven G. Rivkin, 2009. "Does Pollution Increase School Absences?," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 682-694, November.
    22. Aragón, Fernando M. & Miranda, Juan Jose & Oliva, Paulina, 2017. "Particulate matter and labor supply: The role of caregiving and non-linearities," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 295-309.
    23. DeAngelo, Linda Elizabeth, 1981. "Auditor size and audit quality," Journal of Accounting and Economics, Elsevier, vol. 3(3), pages 183-199, December.
    24. Jere R. Francis & Jagan Krishnan, 1999. "Accounting Accruals and Auditor Reporting Conservatism," Contemporary Accounting Research, John Wiley & Sons, vol. 16(1), pages 135-165, March.
    25. Yang, Mian & Tang, Wenliang, 2022. "Air pollution, political costs, and earnings management," Emerging Markets Review, Elsevier, vol. 51(PA).
    26. Guo, Mengmeng & Wei, Mengxin & Huang, Lin, 2022. "Does air pollution influence investor trading behavior? Evidence from China," Emerging Markets Review, Elsevier, vol. 50(C).
    27. Guan, Yuyan & Su, Lixin (Nancy) & Wu, Donghui & Yang, Zhifeng, 2016. "Do school ties between auditors and client executives influence audit outcomes?," Journal of Accounting and Economics, Elsevier, vol. 61(2), pages 506-525.
    28. Bronson, Scott N. & Hogan, Chris E. & Johnson, Marilyn F. & Ramesh, K., 2011. "The unintended consequences of PCAOB auditing Standard Nos. 2 and 3 on the reliability of preliminary earnings releases," Journal of Accounting and Economics, Elsevier, vol. 51(1), pages 95-114.
    29. Del Guercio, Diane & Seery, Laura & Woidtke, Tracie, 2008. "Do boards pay attention when institutional investor activists "just vote no"?," Journal of Financial Economics, Elsevier, vol. 90(1), pages 84-103, October.
    30. Li, Chao Kevin & Luo, Jin-hui & Soderstrom, Naomi S., 2020. "Air pollution and analyst information production," Journal of Corporate Finance, Elsevier, vol. 60(C).
    31. 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.
    32. Jiang, Dequan & Li, Weiping & Shen, Yongjian & Yu, Shuangli, 2022. "Does air pollution affect earnings management? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
    33. Wan-Hussin, Wan Nordin & Bamahros, Hasan Mohammed, 2013. "Do investment in and the sourcing arrangement of the internal audit function affect audit delay?," Journal of Contemporary Accounting and Economics, Elsevier, vol. 9(1), pages 19-32.
    34. Levy, Tamir & Yagil, Joseph, 2011. "Air pollution and stock returns in the US," Journal of Economic Psychology, Elsevier, vol. 32(3), pages 374-383, June.
    35. Xingqiang Du, 2019. "Does CEO-Auditor Dialect Sharing Impair Pre-IPO Audit Quality? Evidence from China," Journal of Business Ethics, Springer, vol. 156(3), pages 699-735, May.
    36. Ken Y. Chen & Jian Zhou, 2007. "Audit Committee, Board Characteristics, and Auditor Switch Decisions by Andersen's Clients," Contemporary Accounting Research, John Wiley & Sons, vol. 24(4), pages 1085-1117, December.
    37. Maretno Agus Harjoto & Indrarini Laksmana & Robert Lee, 2015. "The impact of demographic characteristics of CEOs and directors on audit fees and audit delay," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 30(8/9), pages 963-997, October.
    38. Reynolds, J. Kenneth & Francis, Jere R., 2000. "Does size matter? The influence of large clients on office-level auditor reporting decisions," Journal of Accounting and Economics, Elsevier, vol. 30(3), pages 375-400, December.
    39. repec:eme:maj000:maj-01-2015-1147 is not listed on IDEAS
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    More about this item

    Keywords

    Air pollution; Audit effort; Audit quality; Audit adjustment;
    All these keywords.

    JEL classification:

    • M42 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Auditing
    • Q5 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics

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