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Air pollution, analyst information provision, and stock price synchronicity

Author

Listed:
  • Dehong Liu

    (Beijing Jiaotong University)

  • Tiantian Lin

    (Beijing Jiaotong University
    Huaqiao University)

  • Carl R. Chen

    (University of Dayton)

  • Wenjun Feng

    (Beijing Jiaotong University)

Abstract

This study investigates the impact of air pollution on analyst information production using corporate earnings announcements as experimental events. By analyzing a dataset of 47,406 firm-quarter-analyst observations from 2014 to 2020, we find that air pollution between firms’ earnings announcements and analyst forecasts decreases the firm-specific information in analyst reports, as reflected by higher stock price synchronicity after analyst reports. We identify three manifestations of the detrimental effect of air pollution on analyst information supply: shorter reports, reduced forecast accuracy, and less precision for EPS forecasts. The effect is heterogeneously observed across groups, showing a mitigated impact when analyst teams are larger, workloads are lower, analysts operate in non-heating areas or non-heating seasons, or firms exhibit higher levels of information transparency.

Suggested Citation

  • Dehong Liu & Tiantian Lin & Carl R. Chen & Wenjun Feng, 2025. "Air pollution, analyst information provision, and stock price synchronicity," Review of Quantitative Finance and Accounting, Springer, vol. 64(3), pages 1029-1077, April.
  • Handle: RePEc:kap:rqfnac:v:64:y:2025:i:3:d:10.1007_s11156-024-01326-9
    DOI: 10.1007/s11156-024-01326-9
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    as
    1. Joel Peress, 2014. "The Media and the Diffusion of Information in Financial Markets: Evidence from Newspaper Strikes," Journal of Finance, American Finance Association, vol. 69(5), pages 2007-2043, October.
    2. Hirshleifer, David & Levi, Yaron & Lourie, Ben & Teoh, Siew Hong, 2019. "Decision fatigue and heuristic analyst forecasts," Journal of Financial Economics, Elsevier, vol. 133(1), pages 83-98.
    3. Warren Bailey & Haitao Li & Connie X. Mao & Rui Zhong, 2003. "Regulation Fair Disclosure and Earnings Information: Market, Analyst, and Corporate Responses," Journal of Finance, American Finance Association, vol. 58(6), pages 2487-2514, December.
    4. Malvina Bondy & Sefi Roth & Lutz Sager, 2020. "Crime Is in the Air: The Contemporaneous Relationship between Air Pollution and Crime," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(3), pages 555-585.
    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. Qiao, Fang, 2024. "Do analysts disseminate anomaly information in China?," Journal of Banking & Finance, Elsevier, vol. 165(C).
    7. Kim, Yongtae & Lobo, Gerald J. & Song, Minsup, 2011. "Analyst characteristics, timing of forecast revisions, and analyst forecasting ability," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 2158-2168, August.
    8. Jarrad Harford & Feng Jiang & Rong Wang & Fei Xie, 2019. "Analyst Career Concerns, Effort Allocation, and Firms’ Information Environment," The Review of Financial Studies, Society for Financial Studies, vol. 32(6), pages 2179-2224.
    9. Clement, Michael B., 1999. "Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter?," Journal of Accounting and Economics, Elsevier, vol. 27(3), pages 285-303, July.
    10. Lily Fang & Joel Peress, 2009. "Media Coverage and the Cross‐section of Stock Returns," Journal of Finance, American Finance Association, vol. 64(5), pages 2023-2052, October.
    11. Shuai Chen & Yuyu Chen & Ziteng Lei & Jie-Sheng Tan-Soo, 2021. "Chasing Clean Air: Pollution-Induced Travels in China," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(1), pages 59-89.
    12. Gul, Ferdinand A. & Kim, Jeong-Bon & Qiu, Annie A., 2010. "Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China," Journal of Financial Economics, Elsevier, vol. 95(3), pages 425-442, March.
    13. 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.
    14. Boubaker, Sabri & Mansali, Hatem & Rjiba, Hatem, 2014. "Large controlling shareholders and stock price synchronicity," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 80-96.
    15. Roger K. Loh & René M. Stulz, 2018. "Is Sell‐Side Research More Valuable in Bad Times?," Journal of Finance, American Finance Association, vol. 73(3), pages 959-1013, June.
    16. Steffen Künn & Juan Palacios & Nico Pestel, 2023. "Indoor Air Quality and Strategic Decision Making," Management Science, INFORMS, vol. 69(9), pages 5354-5377, September.
    17. Yu-Fen Chen & Cheng-Few Lee & Fu-Lai Lin, 2023. "The influences of information demand and supply on stock price synchronicity," Review of Quantitative Finance and Accounting, Springer, vol. 61(3), pages 1151-1176, October.
    18. Ivkovic, Zoran & Jegadeesh, Narasimhan, 2004. "The timing and value of forecast and recommendation revisions," Journal of Financial Economics, Elsevier, vol. 73(3), pages 433-463, September.
    19. Moyer, R. Charles & Chatfield, Robert E. & Sisneros, Phillip M., 1989. "Security Analyst Monitoring Activity: Agency Costs and Information Demands," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(4), pages 503-512, December.
    20. Birru, Justin, 2018. "Day of the week and the cross-section of returns," Journal of Financial Economics, Elsevier, vol. 130(1), pages 182-214.
    21. Tatyana Deryugina & Garth Heutel & Nolan H. Miller & David Molitor & Julian Reif, 2019. "The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction," American Economic Review, American Economic Association, vol. 109(12), pages 4178-4219, December.
    22. Wurgler, Jeffrey, 2000. "Financial markets and the allocation of capital," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 187-214.
    23. Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
    24. Hirshleifer, David & Jiang, Danling & DiGiovanni, Yuting Meng, 2020. "Mood beta and seasonalities in stock returns," Journal of Financial Economics, Elsevier, vol. 137(1), pages 272-295.
    25. Asquith, Paul & Mikhail, Michael B. & Au, Andrea S., 2005. "Information content of equity analyst reports," Journal of Financial Economics, Elsevier, vol. 75(2), pages 245-282, February.
    26. 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.
    27. Brian J. Bushee & John E. Core & Wayne Guay & Sophia J.W. Hamm, 2010. "The Role of the Business Press as an Information Intermediary," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 1-19, March.
    28. Chan, Kalok & Chan, Yue-Cheong, 2014. "Price informativeness and stock return synchronicity: Evidence from the pricing of seasoned equity offerings," Journal of Financial Economics, Elsevier, vol. 114(1), pages 36-53.
    29. Mark J. Kamstra & Lisa A. Kramer & Maurice D. Levi, 2003. "Winter Blues: A SAD Stock Market Cycle," American Economic Review, American Economic Association, vol. 93(1), pages 324-343, March.
    30. Ed Dehaan & Joshua Madsen & Joseph D. Piotroski, 2017. "Do Weather‐Induced Moods Affect the Processing of Earnings News?," Journal of Accounting Research, Wiley Blackwell, vol. 55(3), pages 509-550, June.
    31. 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.
    32. Li, Chao Kevin & Luo, Jin-hui & Soderstrom, Naomi S., 2020. "Air pollution and analyst information production," Journal of Corporate Finance, Elsevier, vol. 60(C).
    33. Tim de Silva & David Thesmar, 2024. "Noise in Expectations: Evidence from Analyst Forecasts," The Review of Financial Studies, Society for Financial Studies, vol. 37(5), pages 1494-1537.
    34. 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.
    35. Kaustia, Markku & Rantapuska, Elias, 2016. "Does mood affect trading behavior?," Journal of Financial Markets, Elsevier, vol. 29(C), pages 1-26.
    36. Benincasa, Emanuela & Betz, Frank & Gattini, Luca, 2024. "How do firms cope with losses from extreme weather events?," Journal of Corporate Finance, Elsevier, vol. 84(C).
    37. Jung, Jay Heon & Kumar, Alok & Lim, Sonya S. & Yoo, Choong-Yuel, 2019. "An analyst by any other surname: Surname favorability and market reaction to analyst forecasts," Journal of Accounting and Economics, Elsevier, vol. 67(2), pages 306-335.
    38. 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.
    39. Nuno Fernandes & Miguel A. Ferreira, 2009. "Insider Trading Laws and Stock Price Informativeness," The Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 1845-1887, May.
    40. Ole†Kristian Hope, 2003. "Accounting Policy Disclosures and Analysts' Forecasts," Contemporary Accounting Research, John Wiley & Sons, vol. 20(2), pages 295-321, June.
    41. Gauri Bhat & Ole‐Kristian Hope & Tony Kang, 2006. "Does corporate governance transparency affect the accuracy of analyst forecasts?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 46(5), pages 715-732, December.
    42. Lepori, Gabriele M., 2016. "Air pollution and stock returns: Evidence from a natural experiment," Journal of Empirical Finance, Elsevier, vol. 35(C), pages 25-42.
    43. Jeffrey T. Doyle & Russell J. Lundholm & Mark T. Soliman, 2006. "The Extreme Future Stock Returns Following I/B/E/S Earnings Surprises," Journal of Accounting Research, Wiley Blackwell, vol. 44(5), pages 849-887, December.
    44. 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).
    45. An, Heng & Zhang, Ting, 2013. "Stock price synchronicity, crash risk, and institutional investors," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 1-15.
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    More about this item

    Keywords

    Air pollution; Analyst; Stock price synchronicity; Firm-specific information;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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