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Climate policy uncertainty and analyst forecast quality for greenhouse gas-intensive firms

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  • Lin, K.C.
  • Dong, Xiaobo

Abstract

This study examines the impact of climate policy uncertainty (CPU) on financial analysts' ability to forecast the performance of greenhouse-gas (GHG)-intensive firms. We measure CPU using the Gavriilidis (2021) CPU index, which we validate by confirming its correlation with climate-related legislative activities and its distinction from general economic uncertainty indices. Our findings reveal that CPU negatively impacts forecast quality, increasing dispersion and reducing accuracy, especially for long-term earnings forecasts. Political gridlock, characterized by a divided government and ideological polarization in Congress, mitigates the negative effects of CPU. Furthermore, GHG-intensive firms with higher-quality financial disclosures and those followed by more skilled analysts experience less deterioration in forecast quality due to CPU. Finally, GHG-intensive firms that increase climate-related discussions during earnings calls in periods of high CPU mitigate the adverse impact on forecast quality.

Suggested Citation

  • Lin, K.C. & Dong, Xiaobo, 2025. "Climate policy uncertainty and analyst forecast quality for greenhouse gas-intensive firms," Advances in accounting, Elsevier, vol. 68(C).
  • Handle: RePEc:eee:advacc:v:68:y:2025:i:c:s0882611025000124
    DOI: 10.1016/j.adiac.2025.100817
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    1. Bhattacharya, Utpal & Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2017. "What Affects Innovation More: Policy or Policy Uncertainty?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(5), pages 1869-1901, October.
    2. Billings, Mary Brooke & Jennings, Robert & Lev, Baruch, 2015. "On guidance and volatility," Journal of Accounting and Economics, Elsevier, vol. 60(2), pages 161-180.
    3. Zacharias Sautner & Laurence Van Lent & Grigory Vilkov & Ruishen Zhang, 2023. "Firm‐Level Climate Change Exposure," Journal of Finance, American Finance Association, vol. 78(3), pages 1449-1498, June.
    4. Pawel Bilinski, 2023. "Analyst Research Activity During the COVID‐19 Pandemic," Abacus, Accounting Foundation, University of Sydney, vol. 59(4), pages 1041-1073, December.
    5. Guesmi, Khaled & Makrychoriti, Panagiota & Spyrou, Spyros, 2023. "The relationship between climate risk, climate policy uncertainty, and CO2 emissions: Empirical evidence from the US," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 610-628.
    6. Jinliang Li & Jeffery A. Born, 2006. "Presidential Election Uncertainty And Common Stock Returns In The United States," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 29(4), pages 609-622, December.
    7. Stephen P. Baginski & John M. Hassell & Michael D. Kimbrough, 2004. "Why Do Managers Explain Their Earnings Forecasts?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 42(1), pages 1-29, March.
    8. Rubin Hao & Jing Xue & Ling Na Belinda Yau & Chunqiu Zhang, 2022. "Analyst forecasting during COVID-19 pandemic," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 37(3), pages 380-405, February.
    9. Nagar, Venky & Schoenfeld, Jordan & Wellman, Laura, 2019. "The effect of economic policy uncertainty on investor information asymmetry and management disclosures," Journal of Accounting and Economics, Elsevier, vol. 67(1), pages 36-57.
    10. Datta, Sudip & Iskandar-Datta, Mai & Sharma, Vivek, 2011. "Product market pricing power, industry concentration and analysts' earnings forecasts," Journal of Banking & Finance, Elsevier, vol. 35(6), pages 1352-1366, June.
    11. Rogers, Jonathan L. & Skinner, Douglas J. & Van Buskirk, Andrew, 2009. "Earnings guidance and market uncertainty," Journal of Accounting and Economics, Elsevier, vol. 48(1), pages 90-109, October.
    12. Varian, Hal R, 1985. "Divergence of Opinion in Complete Markets: A Note," Journal of Finance, American Finance Association, vol. 40(1), pages 309-317, March.
    13. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    14. Kandel, Eugene & Pearson, Neil D, 1995. "Differential Interpretation of Public Signals and Trade in Speculative Markets," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 831-872, August.
    15. Ghani, Usman & Zhu, Bo & Qin, Quande & Ghani, Maria, 2024. "Forecasting US Stock Market Volatility: Evidence from ESG and CPU indices," Finance Research Letters, Elsevier, vol. 59(C).
    16. Elizabeth Stanny, 2013. "Voluntary Disclosures of Emissions by US Firms," Business Strategy and the Environment, Wiley Blackwell, vol. 22(3), pages 145-158, March.
    17. Haw, In-Mu & Hu, Bingbing & Lee, Jay Junghun, 2015. "Product market competition and analyst forecasting activity: International evidence," Journal of Banking & Finance, Elsevier, vol. 56(C), pages 48-60.
    18. David Ardia & Keven Bluteau & Kris Boudt & Koen Inghelbrecht, 2023. "Climate Change Concerns and the Performance of Green vs. Brown Stocks," Management Science, INFORMS, vol. 69(12), pages 7607-7632, December.
    19. Diamond, Douglas W & Verrecchia, Robert E, 1991. "Disclosure, Liquidity, and the Cost of Capital," Journal of Finance, American Finance Association, vol. 46(4), pages 1325-1359, September.
    20. Scotti, Chiara, 2016. "Surprise and uncertainty indexes: Real-time aggregation of real-activity macro-surprises," Journal of Monetary Economics, Elsevier, vol. 82(C), pages 1-19.
    21. Michael B. Clement & Senyo Y. Tse, 2005. "Financial Analyst Characteristics and Herding Behavior in Forecasting," Journal of Finance, American Finance Association, vol. 60(1), pages 307-341, February.
    22. Samuel B. Bonsall & Zahn Bozanic & Paul E.. Fischer, 2013. "What Do Management Earnings Forecasts Convey About the Macroeconomy?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 51(2), pages 225-266, May.
    23. Harris, Milton & Raviv, Artur, 1993. "Differences of Opinion Make a Horse Race," The Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 473-506.
    24. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    25. Basu, Sudipta, 1997. "The conservatism principle and the asymmetric timeliness of earnings," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 3-37, December.
    26. Erin M. Reid & Michael W. Toffel, 2009. "Responding to public and private politics: corporate disclosure of climate change strategies," Strategic Management Journal, Wiley Blackwell, vol. 30(11), pages 1157-1178, November.
    27. Wang, Fengrong & Mbanyele, William & Muchenje, Linda, 2022. "Economic policy uncertainty and stock liquidity: The mitigating effect of information disclosure," Research in International Business and Finance, Elsevier, vol. 59(C).
    28. Scott B. Beyer & Gerald R. Jensen & Robert R. Johnson, 2006. "Gridlock’s Gone, Now What?," Financial Analysts Journal, Taylor & Francis Journals, vol. 62(5), pages 21-28, September.
    29. 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.
    30. Caroline Flammer & Michael W. Toffel & Kala Viswanathan, 2021. "Shareholder activism and firms' voluntary disclosure of climate change risks," Strategic Management Journal, Wiley Blackwell, vol. 42(10), pages 1850-1879, October.
    31. Foong Soon Cheong & Jacob Thomas, 2011. "Why Do EPS Forecast Error and Dispersion Not Vary with Scale? Implications for Analyst and Managerial Behavior," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 49(2), pages 359-401, May.
    32. Harrison Hong & Jeffrey D. Kubik & Amit Solomon, 2000. "Security Analysts' Career Concerns and Herding of Earnings Forecasts," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 121-144, Spring.
    33. Walid Ben‐Amar & Philip McIlkenny, 2015. "Board Effectiveness and the Voluntary Disclosure of Climate Change Information," Business Strategy and the Environment, Wiley Blackwell, vol. 24(8), pages 704-719, December.
    34. Nicholas Bloom & Ian Wright & Jose Maria Barrero, 2016. "Short- and Long-run Uncertainty," 2016 Meeting Papers 1576, Society for Economic Dynamics.
    35. Cheng, Mengyao, 2022. "Legislative gridlock and stock return dispersion around roll-call votes," Journal of Banking & Finance, Elsevier, vol. 138(C).
    36. Dichev, Ilia D. & Tang, Vicki Wei, 2009. "Earnings volatility and earnings predictability," Journal of Accounting and Economics, Elsevier, vol. 47(1-2), pages 160-181, March.
    37. Michael Clement & Richard Frankel & Jeffrey Miller, 2003. "Confirming Management Earnings Forecasts, Earnings Uncertainty, and Stock Returns," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 41(4), pages 653-679, September.
    38. Bouri, Elie & Iqbal, Najaf & Klein, Tony, 2022. "Climate policy uncertainty and the price dynamics of green and brown energy stocks," Finance Research Letters, Elsevier, vol. 47(PB).
    39. Hallegatte, Stephane & Shah, Ankur & Lempert, Robert & Brown, Casey & Gill, Stuart, 2012. "Investment decision making under deep uncertainty -- application to climate change," Policy Research Working Paper Series 6193, The World Bank.
    40. Nora Pankratz & Rob Bauer & Jeroen Derwall, 2023. "Climate Change, Firm Performance, and Investor Surprises," Management Science, INFORMS, vol. 69(12), pages 7352-7398, December.
    41. repec:eme:maj000:maj-12-2021-3406 is not listed on IDEAS
    42. Bradley, Daniel & Gokkaya, Sinan & Liu, Xi & Xie, Fei, 2017. "Are all analysts created equal? Industry expertise and monitoring effectiveness of financial analysts," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 179-206.
    43. Verrecchia, Robert E., 2001. "Essays on disclosure," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 97-180, December.
    44. Verrecchia, Robert E., 1983. "Discretionary disclosure," Journal of Accounting and Economics, Elsevier, vol. 5(1), pages 179-194, April.
    45. Shang, Longfei & Lin, Ji-Chai & Saffar, Walid, 2021. "Does economic policy uncertainty drive the initiation of corporate lobbying?," Journal of Corporate Finance, Elsevier, vol. 70(C).
    46. Kong, Dongmin & Lin, Zhiyang & Wang, Yanan & Xiang, Junyi, 2021. "Natural disasters and analysts' earnings forecasts," Journal of Corporate Finance, Elsevier, vol. 66(C).
    47. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    48. Jennifer Francis & Ryan Lafond & Per Olsson & Katherine Schipper, 2007. "Information Uncertainty and Post‐Earnings‐Announcement‐Drift," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(3‐4), pages 403-433, April.
    49. Orie E. Barron & Donal Byard & Charles Kile & Edward J. Riedl, 2002. "High‐Technology Intangibles and Analysts’ Forecasts," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 40(2), pages 289-312, May.
    50. Maxwell T. Boykoff and J. Timmons Roberts, 2007. "Media Coverage of Climate Change: Current Trends, Strengths, Weaknesses," Human Development Occasional Papers (1992-2007) HDOCPA-2007-03, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
    51. Dane M. Christensen & Hengda Jin & Suhas A. Sridharan & Laura A. Wellman, 2022. "Hedging on the Hill: Does Political Hedging Reduce Firm Risk?," Management Science, INFORMS, vol. 68(6), pages 4356-4379, June.
    52. Faccini, Renato & Matin, Rastin & Skiadopoulos, George, 2023. "Dissecting climate risks: Are they reflected in stock prices?," Journal of Banking & Finance, Elsevier, vol. 155(C).
    53. Blyth, William & Bradley, Richard & Bunn, Derek & Clarke, Charlie & Wilson, Tom & Yang, Ming, 2007. "Investment risks under uncertain climate change policy," Energy Policy, Elsevier, vol. 35(11), pages 5766-5773, November.
    54. Yu, Honghai & Fang, Libing & Du, Donglei & Yan, Panpan, 2017. "How EPU drives long-term industry beta," Finance Research Letters, Elsevier, vol. 22(C), pages 249-258.
    55. Jennifer Francis & Ryan Lafond & Per Olsson & Katherine Schipper, 2007. "Information Uncertainty and Post-Earnings-Announcement-Drift," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(3-4), pages 403-433.
    56. Brandon Julio & Youngsuk Yook, 2012. "Political Uncertainty and Corporate Investment Cycles," Journal of Finance, American Finance Association, vol. 67(1), pages 45-84, February.
    57. Goodell, John W. & McGee, Richard J. & McGroarty, Frank, 2020. "Election uncertainty, economic policy uncertainty and financial market uncertainty: A prediction market analysis," Journal of Banking & Finance, Elsevier, vol. 110(C).
    58. Wen, Fenghua & Li, Cui & Sha, Han & Shao, Liuguo, 2021. "How does economic policy uncertainty affect corporate risk-taking? Evidence from China," Finance Research Letters, Elsevier, vol. 41(C).
    59. Armstrong, Christopher S. & Glaeser, Stephen & Kepler, John D., 2019. "Accounting quality and the transmission of monetary policy," Journal of Accounting and Economics, Elsevier, vol. 68(2).
    60. Clinton, Joshua & Jackman, Simon & Rivers, Douglas, 2004. "The Statistical Analysis of Roll Call Data," American Political Science Review, Cambridge University Press, vol. 98(2), pages 355-370, May.
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    JEL classification:

    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • E60 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General
    • H32 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Firm
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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