IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i11p4860-d1664409.html
   My bibliography  Save this article

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

Author

Listed:
  • Probowo Erawan Sastroredjo

    (School of Business, University of Leicester, Brookfield, Leicester LE2 1RQ, UK
    Department of Management, Parahyangan Catholic University, Bandung 40141, Indonesia)

  • Marcel Ausloos

    (School of Business, University of Leicester, Brookfield, Leicester LE2 1RQ, UK
    Group of Researchers Applying Physics in Economy and Sociology (GRAPES), Beauvallon, Angleur, B-4031 Liège, Belgium
    Babeș-Bolyai University, Str. Mihail Kogǎlniceanu 1, 400084 Cluj-Napoca, Romania
    Department of Statistics and Econometrics, Bucharest University of Economic Studies, 15-17 Dorobanti Avenue, District 1, 010552 Bucharest, Romania)

  • Polina Khrennikova

    (School of Business, University of Leicester, Brookfield, Leicester LE2 1RQ, UK
    Financial Engineering Group, Faculty of Behavioural, Management, and Social Sciences (BMS), University of Twente, 7522 NB Enschede, The Netherlands)

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 eco-innovation 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 eco-innovation—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," Sustainability, MDPI, vol. 17(11), pages 1-25, May.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:11:p:4860-:d:1664409
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/11/4860/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/17/11/4860/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jeff L. McMullin & Bryce Schonberger, 2020. "Entropy-balanced accruals," Review of Accounting Studies, Springer, vol. 25(1), pages 84-119, March.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Jiang, Hongli & Hu, Wenjie & Jiang, Pengcheng, 2024. "Does ESG performance affect corporate tax avoidance? Evidence from China," Finance Research Letters, Elsevier, vol. 61(C).
    7. 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.
    8. 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.
    9. 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).
    10. 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.
    11. 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.
    12. 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.
    13. Bhattacharya, Utpal & Daouk, Hazem & Welker, Michael, 2003. "The World Price of Earnings Opacity," Working Papers 127185, Cornell University, Department of Applied Economics and Management.
    14. 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.
    15. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    16. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    17. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    18. 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.
    19. 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.
    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. repec:eme:ijlma0:ijlma-10-2017-0240 is not listed on IDEAS
    23. 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.
    24. 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.
    25. Kasznik, R, 1999. "On the association between voluntary disclosure and earnings management," Journal of Accounting Research, Wiley Blackwell, vol. 37(1), pages 57-81.
    26. 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.
    27. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    28. 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.
    29. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Guoyou Qi & Hailiang Zou & Xuemei Xie, 2020. "Governmental inspection and green innovation: Examining the role of environmental capability and institutional development," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(4), pages 1774-1785, July.
    2. Vitaliy Roud & Thomas Wolfgang Thurner, 2018. "The Influence of State‐Ownership on Eco‐Innovations in Russian Manufacturing Firms," Journal of Industrial Ecology, Yale University, vol. 22(5), pages 1213-1227, October.
    3. Qiong Yao & Suzhen Zeng & Shibin Sheng & Shiyuan Gong, 2021. "Green innovation and brand equity: moderating effects of industrial institutions," Asia Pacific Journal of Management, Springer, vol. 38(2), pages 573-602, June.
    4. Jang-Hwan Jo & Tae Woo Roh & Seonghoon Kim & Yeo-Chang Youn & Mi Sun Park & Ki Joo Han & Eun Kyung Jang, 2015. "Eco-Innovation for Sustainability: Evidence from 49 Countries in Asia and Europe," Sustainability, MDPI, vol. 7(12), pages 1-16, December.
    5. Tariq, Adeel & Badir, Yuosre F. & Tariq, Waqas & Bhutta, Umair Saeed, 2017. "Drivers and consequences of green product and process innovation: A systematic review, conceptual framework, and future outlook," Technology in Society, Elsevier, vol. 51(C), pages 8-23.
    6. Feng Zhang & Lei Zhu, 2019. "Enhancing corporate sustainable development: Stakeholder pressures, organizational learning, and green innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 28(6), pages 1012-1026, September.
    7. Eduardo Duque‐Grisales & Javier Aguilera‐Caracuel & Jaime Guerrero‐Villegas & Encarnación García‐Sánchez, 2020. "Does green innovation affect the financial performance of Multilatinas? The moderating role of ISO 14001 and R&D investment," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3286-3302, December.
    8. Janine Fleith Medeiros & Gabriel Vidor & José Luís Duarte Ribeiro, 2018. "Driving Factors for the Success of the Green Innovation Market: A Relationship System Proposal," Journal of Business Ethics, Springer, vol. 147(2), pages 327-341, January.
    9. Qi Guoyou & Zeng Saixing & Tam Chiming & Yin Haitao & Zou Hailiang, 2013. "Stakeholders' Influences on Corporate Green Innovation Strategy: A Case Study of Manufacturing Firms in China," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 20(1), pages 1-14, January.
    10. Pereira, Vijay & Nair, Asha KS. & Bhattacharyya, Som Sekhar, 2025. "Exploring and investigating the complementarity and multidimensionality of innovation for sustainability research: Past present and future," Technovation, Elsevier, vol. 139(C).
    11. Hua-Hung (Robin) Weng & Ja-Shen Chen & Pei-Ching Chen, 2015. "Effects of Green Innovation on Environmental and Corporate Performance: A Stakeholder Perspective," Sustainability, MDPI, vol. 7(5), pages 1-30, April.
    12. Grazia Cecere & Nicoletta Corrocher & Cédric Gossart & Muge Ozman, 2014. "Lock-in and path dependence: an evolutionary approach to eco-innovations," Journal of Evolutionary Economics, Springer, vol. 24(5), pages 1037-1065, November.
    13. Griffin, Paul A. & Hong, Hyun A. & Liu, Yun & Ryou, Ji Woo, 2021. "The dark side of CEO social capital: Evidence from real earnings management and future operating performance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    14. Morteza Akbari & Hamid Padash & Zahra Shahabaldini Parizi & Haniye Rezaei & Elmira Shahriari & Ala Khosravani, 2022. "A bibliometric review of green innovation research: identifying knowledge domain and network," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(6), pages 3993-4023, December.
    15. Jana Hojnik, 2017. "In Pursuit of Eco-innovation," UPP Monograph Series, University of Primorska Press, number 978-961-7023-53-4.
    16. Francesco Calza & Adele Parmentola & Ilaria Tutore, 2017. "Types of Green Innovations: Ways of Implementation in a Non-Green Industry," Sustainability, MDPI, vol. 9(8), pages 1-16, July.
    17. Godsell, David & Huang, Kelly & Lao, Brent, 2023. "Managers’ rank & file employee coordination costs and real activities manipulation," Accounting, Organizations and Society, Elsevier, vol. 107(C).
    18. Dayuan Li & Min Huang & Shenggang Ren & Xiaohong Chen & Lutao Ning, 2018. "Environmental Legitimacy, Green Innovation, and Corporate Carbon Disclosure: Evidence from CDP China 100," Journal of Business Ethics, Springer, vol. 150(4), pages 1089-1104, July.
    19. Pinget, Amandine, 2016. "Spécificités des déterminants des innovations environnementales : une approche appliquée aux PME [Specificities of determinants for environmental innovation : an approach applied to SMEs]," MPRA Paper 80108, University Library of Munich, Germany.
    20. Ho, Kung-Cheng & Shen, Xixi & Yan, Cheng & Hu, Xiang, 2023. "Influence of green innovation on disclosure quality: Mediating role of media attention," Technological Forecasting and Social Change, Elsevier, vol. 188(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:17:y:2025:i:11:p:4860-:d:1664409. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.