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Eco-Innovation and Earnings Management: Unveiling the Moderating Effects of Financial Constraints and Opacity in FTSE All-Share Firms

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  • Probowo Erawan Sastroredjo
  • Marcel Ausloos
  • Polina Khrennikova

Abstract

Our research investigates the relationship between eco-innovation and earnings management among 567 firms listed on the FTSE All-Share Index from 2014 to 2022. By examining how sustainability-driven innovation influences financial reporting practices, we explore the strategic motivations behind income smoothing in firms engaged in environmental initiatives. The findings reveal a positive association between eco-innovation and earnings management, suggesting that firms may leverage ecoinnovation not only for environmental signalling but also to project financial stability and meet stakeholder expectations. The analysis further uncovers that the propensity for earnings management is amplified in firms facing financial constraints, proxied by low Whited-Wu (WW) scores and weak sales performance, and in those characterised by high financial opacity. We employ a robust multi-method approach to address potential endogeneity and selection bias, including entropy balancing, propensity score matching (PSM), and the Heckman Test correction. Our research contributes to the literature by providing empirical evidence on the dual strategic role of ecoinnovation -balancing sustainability signalling with earnings management, under varying financial conditions. The findings offer actionable insights for regulators, investors, and policymakers navigating the intersection of corporate transparency, financial health, and environmental responsibility.

Suggested Citation

  • Probowo Erawan Sastroredjo & Marcel Ausloos & Polina Khrennikova, 2025. "Eco-Innovation and Earnings Management: Unveiling the Moderating Effects of Financial Constraints and Opacity in FTSE All-Share Firms," Papers 2508.14935, arXiv.org.
  • Handle: RePEc:arx:papers:2508.14935
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    References listed on IDEAS

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    1. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    2. Dechow, Patricia & Ge, Weili & Schrand, Catherine, 2010. "Understanding earnings quality: A review of the proxies, their determinants and their consequences," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 344-401, December.
    3. Horbach, Jens & Rammer, Christian & Rennings, Klaus, 2012. "Determinants of eco-innovations by type of environmental impact — The role of regulatory push/pull, technology push and market pull," Ecological Economics, Elsevier, vol. 78(C), pages 112-122.
    4. Jeff L. McMullin & Bryce Schonberger, 2020. "Entropy-balanced accruals," Review of Accounting Studies, Springer, vol. 25(1), pages 84-119, March.
    5. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    6. Hussein A. Abdou & Nouran N. Ellelly & Ahmed A. Elamer & Khaled Hussainey & Hassan Yazdifar, 2021. "Corporate governance and earnings management nexus: Evidence from the UK and Egypt using neural networks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 6281-6311, October.
    7. Christopher Marquis & Cuili Qian, 2014. "Corporate Social Responsibility Reporting in China: Symbol or Substance?," Organization Science, INFORMS, vol. 25(1), pages 127-148, February.
    8. Wadhaah Ibrahim Almubarak & Kaouther Chebbi & Mohammed Abdullah Ammer, 2023. "Unveiling the Connection among ESG, Earnings Management, and Financial Distress: Insights from an Emerging Market," Sustainability, MDPI, vol. 15(16), pages 1-23, August.
    9. Wagner, Marcus, 2008. "Empirical influence of environmental management on innovation: Evidence from Europe," Ecological Economics, Elsevier, vol. 66(2-3), pages 392-402, June.
    10. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    11. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 29(2), pages 193-228.
    12. Dongmei Li, 2011. "Financial Constraints, R&D Investment, and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 24(9), pages 2974-3007.
    13. Jiang, Hongli & Hu, Wenjie & Jiang, Pengcheng, 2024. "Does ESG performance affect corporate tax avoidance? Evidence from China," Finance Research Letters, Elsevier, vol. 61(C).
    14. Jing Zhao & Xiyun Cheng & Jintong Guo, 2025. "How do aspirations work? Financial performance shortfalls and firms' green innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 34(1), pages 724-748, January.
    15. Amin, Md Ruhul & Akindayomi, Akinloye & Sarker, Md Showaib Rahman & Bhuyan, Rafiqul, 2023. "Climate policy uncertainty and corporate tax avoidance," Finance Research Letters, Elsevier, vol. 58(PD).
    16. Yu-Shan Chen, 2008. "The Positive Effect of Green Intellectual Capital on Competitive Advantages of Firms," Journal of Business Ethics, Springer, vol. 77(3), pages 271-286, February.
    17. David Abad & M. Fuensanta Cutillas-Gomariz & Juan Pedro Sánchez-Ballesta & José Yagüe, 2018. "Real Earnings Management and Information Asymmetry in the Equity Market," European Accounting Review, Taylor & Francis Journals, vol. 27(2), pages 209-235, March.
    18. Yu-Shan Chen, 2008. "The Driver of Green Innovation and Green Image – Green Core Competence," Journal of Business Ethics, Springer, vol. 81(3), pages 531-543, September.
    19. James Heckman, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    20. Sanjay Sharma & Irene Henriques, 2005. "Stakeholder influences on sustainability practices in the Canadian forest products industry," Strategic Management Journal, Wiley Blackwell, vol. 26(2), pages 159-180, February.
    21. Onur Bayar & Fariz Huseynov & Sabuhi Sardarli, 2018. "Corporate Governance, Tax Avoidance, and Financial Constraints," Financial Management, Financial Management Association International, vol. 47(3), pages 651-677, September.
    22. Haque, Tariq & Pham, Thu Phuong & Yang, Jiaxin, 2023. "Geopolitical risk, financial constraints, and tax avoidance," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
    23. repec:eme:ijlma0:ijlma-10-2017-0240 is not listed on IDEAS
    24. Francisco J. Delgado & Elena Fernández-Rodríguez & Roberto García-Fernández & Manuel Landajo & Antonio Martínez-Arias, 2023. "Tax avoidance and earnings management: a neural network approach for the largest European economies," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-25, December.
    25. Eugenio D'Amico & Daniela Coluccia & Stefano Fontana & Silvia Solimene, 2016. "Factors Influencing Corporate Environmental Disclosure," Business Strategy and the Environment, Wiley Blackwell, vol. 25(3), pages 178-192, March.
    26. Sandeep Dahiya & Giuliano Iannotta & Marco Navone, 2017. "Firm Opacity Lies in the Eye of the Beholder," Financial Management, Financial Management Association International, vol. 46(3), pages 553-592, September.
    27. Kasznik, R, 1999. "On the association between voluntary disclosure and earnings management," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 37(1), pages 57-81.
    28. Robert G. Eccles & Ioannis Ioannou & George Serafeim, 2014. "The Impact of Corporate Sustainability on Organizational Processes and Performance," Management Science, INFORMS, vol. 60(11), pages 2835-2857, November.
    29. Kothari, S.P. & Leone, Andrew J. & Wasley, Charles E., 2005. "Performance matched discretionary accrual measures," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 163-197, February.
    30. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    31. Weidong Zhang & Pengbo Hu & Jenny J. Wang & Zeyu Li & Hongrui Zheng & Xue Gao, 2022. "Equity incentive plans and R&D investment manipulation: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(3), pages 4157-4183, September.
    32. Yaying Yeh & Hui-Wen Chen & Mei-Ching Wu, 2014. "Can Information Transparency Improve Earnings Quality Attributes? Evidence from an Enhanced Disclosure Regime in Taiwan," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(4), pages 237-253.
    33. Yu-Shan Chen & Shyh-Bao Lai & Chao-Tung Wen, 2006. "The Influence of Green Innovation Performance on Corporate Advantage in Taiwan," Journal of Business Ethics, Springer, vol. 67(4), pages 331-339, September.
    34. Brunnermeier, Smita B. & Cohen, Mark A., 2003. "Determinants of environmental innovation in US manufacturing industries," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 278-293, March.
    35. Bhattacharya, Utpal & Daouk, Hazem & Welker, Michael, 2003. "The World Price of Earnings Opacity," Working Papers 127185, Cornell University, Department of Applied Economics and Management.
    36. Kammerer, Daniel, 2009. "The effects of customer benefit and regulation on environmental product innovation.: Empirical evidence from appliance manufacturers in Germany," Ecological Economics, Elsevier, vol. 68(8-9), pages 2285-2295, June.
    37. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
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