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Air pollution, political costs, and earnings management

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  • Yang, Mian
  • Tang, Wenliang

Abstract

This paper examines how firms that pollute the air react to political costs induced by air pollution. We use detailed data on accounting, air pollution and meteorological factors to investigate earnings management activities of the firms. We find that the firms engage in income-decreasing earnings management in response to air pollution. A one standard deviation increase in Air Quality Index (19.4) causes an increase in income-decreasing discretionary accruals equal to 1.20% of total assets. We observe that income-decreasing earnings management activities are only induced when air pollution reaches the “lightly polluted” level. We also find evidence that the firms are particularly sensitive to political costs around the release of annual reports. This paper contributes to a more accurate assessment of the undesirable impacts of air pollution, and adds to the existing body of literature on political cost hypothesis as well.

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  • Yang, Mian & Tang, Wenliang, 2022. "Air pollution, political costs, and earnings management," Emerging Markets Review, Elsevier, vol. 51(PA).
    • Handle: RePEc:eee:ememar:v:51:y:2022:i:pa:s1566014121000753
    DOI: 10.1016/j.ememar.2021.100867
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    as
    1. Brenda Van Tendeloo & Ann Vanstraelen, 2008. "Earnings Management and Audit Quality in Europe: Evidence from the Private Client Segment Market," European Accounting Review, Taylor & Francis Journals, vol. 17(3), pages 447-469.
    2. Burkhardt, Jesse & Bayham, Jude & Wilson, Ander & Carter, Ellison & Berman, Jesse D. & O'Dell, Katelyn & Ford, Bonne & Fischer, Emily V. & Pierce, Jeffrey R., 2019. "The effect of pollution on crime: Evidence from data on particulate matter and ozone," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    3. Bergstresser, Daniel & Philippon, Thomas, 2006. "CEO incentives and earnings management," Journal of Financial Economics, Elsevier, vol. 80(3), pages 511-529, June.
    4. Reza M. Monem, 2003. "Earnings Management in Response to the Introduction of the Australian Gold Tax," Contemporary Accounting Research, John Wiley & Sons, vol. 20(4), pages 747-774, December.
    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. Zhang, Peng & Deschenes, Olivier & Meng, Kyle & Zhang, Junjie, 2018. "Temperature effects on productivity and factor reallocation: Evidence from a half million chinese manufacturing plants," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 1-17.
    7. Mongrut, Samuel & Winkelried, Diego, 2019. "Unintended effects of IFRS adoption on earnings management: The case of Latin America," Emerging Markets Review, Elsevier, vol. 38(C), pages 377-388.
    8. Wang, Chih-Yung & Chen, Yu-Fen & Yu, Chia-Wen, 2013. "Managerial optimism and post-financing stock performance in Taiwan: A comparison of debt and equity financing," Economics Letters, Elsevier, vol. 119(3), pages 332-335.
    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. 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.
    11. Connie L. Becker & Mark L. Defond & James Jiambalvo & K.R. Subramanyam, 1998. "The Effect of Audit Quality on Earnings Management," Contemporary Accounting Research, John Wiley & Sons, vol. 15(1), pages 1-24, March.
    12. Caglio, Ariela & Dossi, Andrea & Van der Stede, Wim A., 2018. "CFO role and CFO compensation: an empirical analysis of their implications," LSE Research Online Documents on Economics 88296, London School of Economics and Political Science, LSE Library.
    13. Chung, Richard & Firth, Michael & Kim, Jeong-Bon, 2002. "Institutional monitoring and opportunistic earnings management," Journal of Corporate Finance, Elsevier, vol. 8(1), pages 29-48, January.
    14. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Happiness in the air: How does a dirty sky affect mental health and subjective well-being?," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 81-94.
    15. Dou, Yiwei & Khan, Mozaffar & Zou, Youli, 2016. "Labor unemployment insurance and earnings management," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 166-184.
    16. Hazarika, Sonali & Karpoff, Jonathan M. & Nahata, Rajarishi, 2012. "Internal corporate governance, CEO turnover, and earnings management," Journal of Financial Economics, Elsevier, vol. 104(1), pages 44-69.
    17. Shuai Chen & Paulina Oliva & Peng Zhang, 2018. "Air Pollution and Mental Health: Evidence from China," NBER Working Papers 24686, National Bureau of Economic Research, Inc.
    18. Wang, Chunhua & Wu, JunJie & Zhang, Bing, 2018. "Environmental regulation, emissions and productivity: Evidence from Chinese COD-emitting manufacturers," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 54-73.
    19. Zhang, Junjie & Mu, Quan, 2018. "Air pollution and defensive expenditures: Evidence from particulate-filtering facemasks," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 517-536.
    20. Avraham Ebenstein & Victor Lavy & Sefi Roth, 2016. "The Long-Run Economic Consequences of High-Stakes Examinations: Evidence from Transitory Variation in Pollution," American Economic Journal: Applied Economics, American Economic Association, vol. 8(4), pages 36-65, October.
    21. Somnath Das & Pervin K. Shroff & Haiwen Zhang, 2009. "Quarterly Earnings Patterns and Earnings Management," Contemporary Accounting Research, John Wiley & Sons, vol. 26(3), pages 797-831, September.
    22. Guidry, Flora & J. Leone, Andrew & Rock, Steve, 1999. "Earnings-based bonus plans and earnings management by business-unit managers1," Journal of Accounting and Economics, Elsevier, vol. 26(1-3), pages 113-142, January.
    23. Chi, Jianxin (Daniel) & Gupta, Manu, 2009. "Overvaluation and earnings management," Journal of Banking & Finance, Elsevier, vol. 33(9), pages 1652-1663, September.
    24. Ibrahim, Salma & Lloyd, Cynthia, 2011. "The association between non-financial performance measures in executive compensation contracts and earnings management," Journal of Accounting and Public Policy, Elsevier, vol. 30(3), pages 256-274, May.
    25. DeFond, Mark L. & Jiambalvo, James, 1994. "Debt covenant violation and manipulation of accruals," Journal of Accounting and Economics, Elsevier, vol. 17(1-2), pages 145-176, January.
    26. Pelucio-Grecco, Marta Cristina & Geron, Cecília Moraes Santostaso & Grecco, Gerson Begas & Lima, João Paulo Cavalcante, 2014. "The effect of IFRS on earnings management in Brazilian non-financial public companies," Emerging Markets Review, Elsevier, vol. 21(C), pages 42-66.
    27. Gehrsitz, Markus, 2017. "The effect of low emission zones on air pollution and infant health," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 121-144.
    28. Hadani, Michael & Goranova, Maria & Khan, Raihan, 2011. "Institutional investors, shareholder activism, and earnings management," Journal of Business Research, Elsevier, vol. 64(12), pages 1352-1360.
    29. Patten, Dennis M. & Trompeter, Greg, 2003. "Corporate responses to political costs: an examination of the relation between environmental disclosure and earnings management," Journal of Accounting and Public Policy, Elsevier, vol. 22(1), pages 83-94.
    30. Park, Yun W. & Shin, Hyun-Han, 2004. "Board composition and earnings management in Canada," Journal of Corporate Finance, Elsevier, vol. 10(3), pages 431-457, June.
    31. Gunther Gebhardt & Zoltan Novotny-Farkas, 2011. "Mandatory IFRS Adoption and Accounting Quality of European Banks," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 38(3-4), pages 289-333, April.
    32. Ali, Ashiq & Zhang, Weining, 2015. "CEO tenure and earnings management," Journal of Accounting and Economics, Elsevier, vol. 59(1), pages 60-79.
    33. Key, Kimberly Galligan, 1997. "Political cost incentives for earnings management in the cable television industry," Journal of Accounting and Economics, Elsevier, vol. 23(3), pages 309-337, November.
    34. Zhang, Yuyang & Uchida, Konari & Bu, Hua, 2013. "How do accounting standards and insiders' incentives affect earnings management? Evidence from China," Emerging Markets Review, Elsevier, vol. 16(C), pages 78-99.
    35. Kim, Jaehyeon & Kim, Yongtae & Zhou, Jian, 2017. "Languages and earnings management," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 288-306.
    36. Badolato, Patrick G. & Donelson, Dain C. & Ege, Matthew, 2014. "Audit committee financial expertise and earnings management: The role of status," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 208-230.
    37. Jeongmi Choi & Wooseok Choi & Eunsuh Lee, 2016. "Corporate Life Cycle and Earnings Benchmarks," Australian Accounting Review, CPA Australia, vol. 26(4), pages 415-428, December.
    38. Chen Ma & Bin Li & Gerald J. Lobo, 2020. "Are Geographical Dispersion and Institutional Dispersion Related to Accounting Misstatements?," European Accounting Review, Taylor & Francis Journals, vol. 29(5), pages 949-974, October.
    39. Chen, Xiao & Lee, Chi-Wen Jevons & Li, Jing, 2008. "Government assisted earnings management in China," Journal of Accounting and Public Policy, Elsevier, vol. 27(3), pages 262-274.
    40. Chen, Siyu & Guo, Chongshan & Huang, Xinfei, 2018. "Air Pollution, Student Health, and School Absences: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 465-497.
    41. 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.
    42. Boland, Matthew & Godsell, David, 2020. "Local soldier fatalities and war profiteers: New tests of the political cost hypothesis," Journal of Accounting and Economics, Elsevier, vol. 70(1).
    43. Sager, Lutz, 2019. "Estimating the effect of air pollution on road safety using atmospheric temperature inversions," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    44. Stephen D. Makar & Pervaiz Alam, 1998. "Earnings Management and Antitrust Investigations: Political Costs Over Business Cycles," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(5‐6), pages 701-720, June.
    45. Stephen D. Makar & Pervaiz Alam, 1998. "Earnings Management and Antitrust Investigations: Political Costs Over Business Cycles," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(5&6), pages 701-720.
    46. Lo, Kin, 2008. "Earnings management and earnings quality," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 350-357, August.
    47. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    48. Hanwen Chen & Jeff Zeyun Chen & Gerald J. Lobo & Yanyan Wang, 2011. "Effects of Audit Quality on Earnings Management and Cost of Equity Capital: Evidence from China," Contemporary Accounting Research, John Wiley & Sons, vol. 28(3), pages 892-925, September.
    49. Derek Johnston & Steve Rock, 2005. "Earnings Management to Minimize Superfund Clean†up and Transaction Costs," Contemporary Accounting Research, John Wiley & Sons, vol. 22(3), pages 617-642, September.
    50. Caramanis, Constantinos & Lennox, Clive, 2008. "Audit effort and earnings management," Journal of Accounting and Economics, Elsevier, vol. 45(1), pages 116-138, March.
    51. Heyes, Anthony & Zhu, Mingying, 2019. "Air pollution as a cause of sleeplessness: Social media evidence from a panel of Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    52. Byard, Donal & Hossain, Mahmud & Mitra, Santanu, 2007. "US oil companies' earnings management in response to hurricanes Katrina and Rita," Journal of Accounting and Public Policy, Elsevier, vol. 26(6), pages 733-748.
    53. Cohen, Daniel A. & Zarowin, Paul, 2010. "Accrual-based and real earnings management activities around seasoned equity offerings," Journal of Accounting and Economics, Elsevier, vol. 50(1), pages 2-19, May.
    54. Siregar, Sylvia Veronica & Utama, Sidharta, 2008. "Type of earnings management and the effect of ownership structure, firm size, and corporate-governance practices: Evidence from Indonesia," The International Journal of Accounting, Elsevier, vol. 43(1), pages 1-27, March.
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    More about this item

    Keywords

    Air pollution; Political costs; Earnings management; Polluting industries;
    All these keywords.

    JEL classification:

    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

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