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Assessment of TCFD Voluntary Disclosure Compliance in the Spanish Energy Sector: A Text Mining Approach to Climate Change Financial Disclosures

Author

Listed:
  • Matías Domínguez-Quiñones

    (Faculty of Statistical Studies, Complutense University of Madrid (UCM), 28040 Madrid, Spain)

  • Iñaki Aliende

    (Faculty of Economics and Business, Somosaguas Campus, Complutense University of Madrid (UCM), 28224 Madrid, Spain)

  • Lorenzo Escot

    (Research Institute for Statistics and Data Science, Complutense University of Madrid (UCM), 28040 Madrid, Spain)

Abstract

This study investigates voluntary compliance with the Task Force on Climate-Related Financial Disclosures (TCFD) framework in 64 financial, Environmental, Social, and Governance (ESG) reports from six Spanish IBEX-35 energy firms (2020–2023) and explores the implications for intangible assets and corporate reputation, employing empirical quantitative text mining and Natural Language Processing (NLP) in Python. A validated scale-based taxonomy within the TCFD framework applies query-driven rules to extract relevant text. This enables an evaluation of aspects of the reports, facilitating the development of a compliance index measuring each company’s adherence to TCFD recommendations. All companies showed year-on-year improvements (2023 was the most comprehensive), yet none fully adhered due to information gaps. Disparities in the disclosures of Scope 1,2 and 3, persisted, suggesting reputational risks. A replicable methodological model generating a compliance index that assesses the ‘being’ (‘true performance’) versus ‘seeming’ (‘external perception’) dichotomy within sustainability reports and acts as a potential reputational barometer for stakeholders. By providing unprecedented evidence of TCFD reporting in the Spanish energy sector, this study closes a significant academic gap. Future research may analyze ESG reports using AI agents, study the impact of ESG on energy-intensive companies from AI data centers, supporting services like Copilot, ChatGPT, Claude, Gemini, and extend this methodology to other industrial sectors.

Suggested Citation

  • Matías Domínguez-Quiñones & Iñaki Aliende & Lorenzo Escot, 2025. "Assessment of TCFD Voluntary Disclosure Compliance in the Spanish Energy Sector: A Text Mining Approach to Climate Change Financial Disclosures," World, MDPI, vol. 6(3), pages 1-30, July.
    • Handle: RePEc:gam:jworld:v:6:y:2025:i:3:p:92-:d:1692352
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    1. Archana Saxena & Rajesh Singh & Anita Gehlot & Shaik Vaseem Akram & Bhekisipho Twala & Aman Singh & Elisabeth Caro Montero & Neeraj Priyadarshi, 2022. "Technologies Empowered Environmental, Social, and Governance (ESG): An Industry 4.0 Landscape," Sustainability, MDPI, vol. 15(1), pages 1-17, December.
    2. Leonardo Rinaldi & Jeffrey Unerman & Charl de Villiers, 2018. "Evaluating the integrated reporting journey: insights, gaps and agendas for future research," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 31(5), pages 1294-1318, June.
    3. Béatrice Parguel & Florence Benoît-Moreau & Fabrice Larceneux, 2011. "How Sustainability Ratings Might Deter "Greenwashing": A Closer Look at Ethical Corporate Communication," Post-Print halshs-00561187, HAL.
    4. Halme, Minna & Huse, Morten, 1997. "The influence of corporate governance, industry and country factors on environmental reporting," Scandinavian Journal of Management, Elsevier, vol. 13(2), pages 137-157, June.
    5. Cui, Xue & Li, Ruochen & Xue, Shuyu & Zhang, Xiaomei, 2025. "Mandatory versus voluntary: The real effect of ESG disclosures on corporate earnings management," Journal of International Money and Finance, Elsevier, vol. 154(C).
    6. Yaoyao Liu & Jie Han, 2025. "Climate Risk Disclosure and Financial Analysts’ Forecasts: Evidence from China," Sustainability, MDPI, vol. 17(7), pages 1-23, April.
    7. Béatrice Parguel & Florence Benoît-Moreau & Fabrice Larceneux, 2011. "How Sustainability Ratings Might Deter ‘Greenwashing’: A Closer Look at Ethical Corporate Communication," Journal of Business Ethics, Springer, vol. 102(1), pages 15-28, August.
    8. Robert G. Eccles & Michael P. Krzus, 2019. "Implementing the Task Force on Climate-related Financial Disclosures Recommendations: An Assessment of Corporate Readiness," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 71(2), pages 287-293, May.
    9. repec:dau:papers:123456789/4687 is not listed on IDEAS
    10. repec:eme:aaaj00:aaaj-04-2018-3446 is not listed on IDEAS
    11. Bastien David & Sophie Giordano-Spring, 2021. "Climate Reporting Related to the TCFD Framework: An Exploration of the Air Transport Sector," Post-Print hal-03517014, HAL.
    12. Carmela Gulluscio & Pina Puntillo & Valerio Luciani & Donald Huisingh, 2020. "Climate Change Accounting and Reporting: A Systematic Literature Review," Sustainability, MDPI, vol. 12(13), pages 1-31, July.
    13. Petra F. A. Dilling & Peter Harris & Sinan Caykoylu, 2024. "The Impact of Corporate Characteristics on Climate Governance Disclosure," Sustainability, MDPI, vol. 16(5), pages 1-31, February.
    14. Abdulazeez Y. H. Saif-Alyousfi & Turki Rashed Alshammari, 2025. "Environmental Sustainability and Climate Change: An Emerging Concern in Banking Sectors," Sustainability, MDPI, vol. 17(3), pages 1-20, January.
    15. Wullianallur Raghupathi & Sarah Jinhui Wu & Viju Raghupathi, 2023. "Understanding Corporate Sustainability Disclosures from the Securities Exchange Commission Filings," Sustainability, MDPI, vol. 15(5), pages 1-32, February.
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