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Environmental Disclosure Tone and Analyst Forecast Behaviour: A Study of the EU Nonfinancial Reporting Directive

Author

Listed:
  • Mumtaheena Anwar
  • Elisabeth Sinnewe
  • Annette Quayle

Abstract

We investigate how the regulation of environmental disclosures affects the corporate environmental disclosure tone (EDT) and analyst forecast behaviour (AFB) following the implementation of the European Union Nonfinancial Reporting Directive. Based on hand‐collected data from environmentally sensitive European firms, we find that the Directive encourages firms to adopt a cautious EDT. Our findings suggest that analysts are sensitive to EDT in the regulated period, where firms' optimistic and uncertain disclosures may contribute to a greater forecast error and dispersion. We show that the Directive encourages an improved reporting environment by shifting firms' environmental reporting and facilitating improved firm valuation.

Suggested Citation

  • Mumtaheena Anwar & Elisabeth Sinnewe & Annette Quayle, 2025. "Environmental Disclosure Tone and Analyst Forecast Behaviour: A Study of the EU Nonfinancial Reporting Directive," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 65(4), pages 3574-3604, December.
  • Handle: RePEc:bla:acctfi:v:65:y:2025:i:4:p:3574-3604
    DOI: 10.1111/acfi.70059
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    1. Tzu-Ling Huang & Tawei Wang & Jia-Lang Seng, 2015. "Voluntary accounting changes and analyst following," International Journal of Accounting & Information Management, Emerald Group Publishing Limited, vol. 23(1), pages 2-15, March.
    2. Beverly R. Walther & Richard H. Willis, 2013. "Do investor expectations affect sell-side analysts’ forecast bias and forecast accuracy?," Review of Accounting Studies, Springer, vol. 18(1), pages 207-227, March.
    3. Abdifatah Ahmed Haji, 2013. "Corporate social responsibility disclosures over time: evidence from Malaysia," Managerial Auditing Journal, Emerald Group Publishing, vol. 28(7), pages 647-676, July.
    4. repec:eme:aaaj00:aaaj-02-2016-2419 is not listed on IDEAS
    5. Ole‐Kristian Hope, 2003. "Disclosure Practices, Enforcement of Accounting Standards, and Analysts' Forecast Accuracy: An International Study," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 41(2), pages 235-272, May.
    6. Xiao Wu, Dong & Yao, Xiao & Luan Guo, Jian, 2021. "Is Textual Tone Informative or Inflated for Firm’s Future Value? Evidence from Chinese Listed Firms," Economic Modelling, Elsevier, vol. 94(C), pages 513-525.
    7. Zhongtian Li & Jing Jia & Larelle J. Chapple, 2022. "Textual characteristics of corporate sustainability disclosure and corporate sustainability performance: evidence from Australia," Meditari Accountancy Research, Emerald Group Publishing Limited, vol. 31(3), pages 786-816, February.
    8. 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.
    9. Marisa Agostini & Ericka Costa & Blerita Korca, 2022. "Non-Financial Disclosure and Corporate Financial Performance Under Directive 2014/95/EU: Evidence from Italian Listed Companies," Accounting in Europe, Taylor & Francis Journals, vol. 19(1), pages 78-109, January.
    10. Rahman, Sohanur & Sinnewe, Elisabeth & Chapple, Larelle, 2024. "Environment-specific political risk discourse and expected crash risk: The role of political activism," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    11. Anamika Rana & Asis Kumar Sahu & Byomakesh Debata, 2024. "Managerial sentiment, life cycle and corporate investment: a large language model approach," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 21(1), pages 87-110, July.
    12. Yu-An Chen & Ann F. Medinets & Dan Palmon, 2022. "Disclosure regulations work: The case of regulation G," Review of Quantitative Finance and Accounting, Springer, vol. 58(3), pages 1037-1062, April.
    13. Peng Liang & Nan Hu & Ling Liu & Ting Zhang, 2023. "Managerial tone and investors' hedging activities: Evidence from credit default swaps," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 3971-3998, December.
    14. Tzu-Ling Huang & Tawei Wang & Jia-Lang Seng, 2015. "Voluntary accounting changes and analyst following," International Journal of Accounting & Information Management, Emerald Group Publishing Limited, vol. 23(1), pages 2-15, March.
    15. Matthias Demmer & Paul Pronobis & Teri Lombardi Yohn, 2019. "Mandatory IFRS adoption and analyst forecast accuracy: the role of financial statement-based forecasts and analyst characteristics," Review of Accounting Studies, Springer, vol. 24(3), pages 1022-1065, September.
    16. Elisavet Mantzari & Christos Sigalas & Tony Hines, 2017. "Adoption of the International Financial Reporting Standards by Greek non-listed companies: The role of coercive and hegemonic pressures," Accounting Forum, Taylor & Francis Journals, vol. 41(3), pages 185-205, September.
    17. Ng, Jeffrey, 2011. "The effect of information quality on liquidity risk," Journal of Accounting and Economics, Elsevier, vol. 52(2), pages 126-143.
    18. repec:eme:maj000:maj-07-2012-0729 is not listed on IDEAS
    19. Güntay, Levent & Hackbarth, Dirk, 2010. "Corporate bond credit spreads and forecast dispersion," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2328-2345, October.
    20. Shu Feng & Lucia S. Gao, 2020. "The Verbal Tone in Mandatory Environmental Disclosures: Evidence from Changes in Disclosures Following SEC Guidance," Social and Environmental Accountability Journal, Taylor & Francis Journals, vol. 40(2), pages 116-139, May.
    21. Alexandros Garefalakis & Nikolaos Sariannidis & Christos Lemonakis, 2020. "Narrative disclosure guidelines for CARs: an operational-based tool," Annals of Operations Research, Springer, vol. 294(1), pages 107-122, November.
    22. Abdifatah Ahmed Haji, 2013. "Corporate social responsibility disclosures over time: evidence from Malaysia," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 28(7), pages 647-676, July.
    23. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    24. Zhou, Weihua & Li, Yuanjie & Wang, Deli & Xueqin, Du & Ke, Yishun, 2024. "Management's tone in MD&A disclosure and investment efficiency: Evidence from China," Finance Research Letters, Elsevier, vol. 59(C).
    25. Angela K. Davis & Weili Ge & Dawn Matsumoto & Jenny Li Zhang, 2015. "The effect of manager-specific optimism on the tone of earnings conference calls," Review of Accounting Studies, Springer, vol. 20(2), pages 639-673, June.
    26. Orie E. Barron & Mary Harris Stanford & Yong Yu, 2009. "Further Evidence on the Relation between Analysts' Forecast Dispersion and Stock Returns," Contemporary Accounting Research, John Wiley & Sons, vol. 26(2), pages 329-357, June.
    27. Avramov, Doron & Chordia, Tarun & Jostova, Gergana & Philipov, Alexander, 2009. "Dispersion in analysts' earnings forecasts and credit rating," Journal of Financial Economics, Elsevier, vol. 91(1), pages 83-101, January.
    28. Mark Anthony Camilleri, 2015. "Environmental, social and governance disclosures in Europe," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 6(2), pages 224-242, May.
    29. Michelon, Giovanna & Pilonato, Silvia & Ricceri, Federica, 2015. "CSR reporting practices and the quality of disclosure: An empirical analysis," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 33(C), pages 59-78.
    30. Ertugrul, Mine & Lei, Jin & Qiu, Jiaping & Wan, Chi, 2017. "Annual Report Readability, Tone Ambiguity, and the Cost of Borrowing," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(2), pages 811-836, April.
    31. Ariela Caglio & Gaia Melloni & Paolo Perego, 2020. "Informational Content and Assurance of Textual Disclosures: Evidence on Integrated Reporting," European Accounting Review, Taylor & Francis Journals, vol. 29(1), pages 55-83, January.
    32. Irene Criado-Jiménez & Manuel Fernández-Chulián & Carlos Larrinaga-González & Francisco Husillos-Carqués, 2008. "Compliance with Mandatory Environmental Reporting in Financial Statements: The Case of Spain (2001–2003)," Journal of Business Ethics, Springer, vol. 79(3), pages 245-262, May.
    33. Bolton, Patrick & Kacperczyk, Marcin, 2021. "Do investors care about carbon risk?," Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
    34. Quick, Reiner & Aschauer, Ewald & Isack, M., 2024. "The Use of Shared Service Centers in the Audit Industry and the Impact on Financial Analyst Perceptions," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 153173, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    35. Selena Aureli & Elisabetta Magnaghi & Federica Salvatori, 2019. "The Role of Existing Regulation and Discretion in Harmonising Non-Financial Disclosure," Accounting in Europe, Taylor & Francis Journals, vol. 16(3), pages 290-312, September.
    36. Samuel B. Bonsall & Brian P. Miller, 2017. "The impact of narrative disclosure readability on bond ratings and the cost of debt," Review of Accounting Studies, Springer, vol. 22(2), pages 608-643, June.
    37. Angela K. Davis & Jeremy M. Piger & Lisa M. Sedor, 2012. "Beyond the Numbers: Measuring the Information Content of Earnings Press Release Language," Contemporary Accounting Research, John Wiley & Sons, vol. 29(3), pages 845-868, September.
    38. Albring, Susan & Huang, Shawn & Pereira, Raynolde & Xu, Xiaolu, 2020. "Disclosure and liquidity management: Evidence from regulation fair disclosure," Journal of Contemporary Accounting and Economics, Elsevier, vol. 16(3).
    39. Shuili Du & Kun Yu, 2021. "Do Corporate Social Responsibility Reports Convey Value Relevant Information? Evidence from Report Readability and Tone," Journal of Business Ethics, Springer, vol. 172(2), pages 253-274, August.
    40. Clarkson, Peter M. & Li, Yue & Richardson, Gordon D. & Vasvari, Florin P., 2008. "Revisiting the relation between environmental performance and environmental disclosure: An empirical analysis," Accounting, Organizations and Society, Elsevier, vol. 33(4-5), pages 303-327.
    41. Giorgio Mion & Cristian R. Loza Adaui, 2019. "Mandatory Nonfinancial Disclosure and Its Consequences on the Sustainability Reporting Quality of Italian and German Companies," Sustainability, MDPI, vol. 11(17), pages 1-28, August.
    42. Mr. Luc Eyraud & Ms. Changchang Zhang & Mr. Abdoul A Wane & Mr. Benedict J. Clements, 2011. "Who's Going Green and Why? Trends and Determinants of Green Investment," IMF Working Papers 2011/296, International Monetary Fund.
    43. Maryna Gulenko, 2018. "Mandatory CSR reporting—literature review and future developments in Germany [Nichtfinanzielle Berichterstattungspflicht – Literaturzusammenfassung und Mögliche Entwicklungen in Deutschland]," Sustainability Nexus Forum, Springer, vol. 26(1), pages 3-17, December.
    44. Thomas Riise Johansen & Thomas Plenborg, 2018. "Company responses to demands for annual report changes," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 31(6), pages 1593-1617, August.
    45. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    46. Angela K. Davis & Isho Tama†Sweet, 2012. "Managers’ Use of Language Across Alternative Disclosure Outlets: Earnings Press Releases versus MD&A," Contemporary Accounting Research, John Wiley & Sons, vol. 29(3), pages 804-837, September.
    47. Chonnikarn (Fern) Jira & Michael W. Toffel, 2013. "Engaging Supply Chains in Climate Change," Manufacturing & Service Operations Management, INFORMS, vol. 15(4), pages 559-577, October.
    48. Ankit Jain & Hariom Manchiraju & Shyam V. Sunder, 2023. "Institutional ownership and the informativeness of disclosure tone," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 50(1-2), pages 61-90, January.
    49. Huynh, Toan Luu Duc & Wu, Junjie & Duong, An Trong, 2020. "Information Asymmetry and firm value: Is Vietnam different?," The Journal of Economic Asymmetries, Elsevier, vol. 21(C).
    50. Stéphanie Mittelbach-Hörmanseder & Katrin Hummel & Margarethe Rammerstorfer, 2021. "The information content of corporate social responsibility disclosure in Europe: an institutional perspective," European Accounting Review, Taylor & Francis Journals, vol. 30(2), pages 309-348, March.
    51. Cho, Charles H. & Patten, Dennis M., 2007. "The role of environmental disclosures as tools of legitimacy: A research note," Accounting, Organizations and Society, Elsevier, vol. 32(7-8), pages 639-647.
    52. Jennifer Gippel & Tom Smith & Yushu Zhu, 2015. "Endogeneity in Accounting and Finance Research: Natural Experiments as a State-of-the-Art Solution," Abacus, Accounting Foundation, University of Sydney, vol. 51(2), pages 143-168, June.
    53. Mark Anthony Camilleri, 2015. "Environmental, social and governance disclosures in Europe," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 6(2), pages 224-242, May.
    54. Volkan Muslu & Sunay Mutlu & Suresh Radhakrishnan & Albert Tsang, 2019. "Corporate Social Responsibility Report Narratives and Analyst Forecast Accuracy," Journal of Business Ethics, Springer, vol. 154(4), pages 1119-1142, February.
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