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Do environmental and economic performance go hand in hand? An industrial analysis of European Union companies with the non‐parametric data envelopment analysis method

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  • Małgorzata Janicka
  • Artur Sajnóg

Abstract

The aim of the study is a cross‐industry, comparative assessment of the environmental and economic performance of companies listed on the regulated markets of the European Union. The research covers 10 industries between 2011 and 2020 using data from the Refinitiv Eikon database. The initial research sample covered almost 21,000 public companies listed on 27 European stock exchanges. We assumed that enterprises with above‐average environmental efficiency in a given industry are also highly economically effective. To test effectiveness, we used the non‐parametric data envelopment analysis method. The analysis was conducted with efficiency measures oriented at minimizing inputs and constant return to scale (CRS model). The model includes two economic results (the company's profitability and market value) and selected inputs that reflect the company's environmental performance (energy consumption, water consumption, waste production and CO2 emissions). We found that, contrary to assumptions, companies with a high environmental index do not necessarily achieve the highest economic performance, and differences across industries exist.

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  • Małgorzata Janicka & Artur Sajnóg, 2023. "Do environmental and economic performance go hand in hand? An industrial analysis of European Union companies with the non‐parametric data envelopment analysis method," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(5), pages 2590-2605, September.
  • Handle: RePEc:wly:corsem:v:30:y:2023:i:5:p:2590-2605
    DOI: 10.1002/csr.2504
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    1. Katia Furlotti & Tatiana Mazza, 2020. "Code of ethics and workers' communication policies: The role of corporate governance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(6), pages 3060-3072, November.
    2. Gunnar Friede & Timo Busch & Alexander Bassen, 2015. "ESG and financial performance: aggregated evidence from more than 2000 empirical studies," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 5(4), pages 210-233, October.
    3. Rubashkina, Yana & Galeotti, Marzio & Verdolini, Elena, 2015. "Environmental regulation and competitiveness: Empirical evidence on the Porter Hypothesis from European manufacturing sectors," Energy Policy, Elsevier, vol. 83(C), pages 288-300.
    4. Monica Billio & Michele Costola & Iva Hristova & Carmelo Latino & Loriana Pelizzon, 2021. "Inside the ESG ratings: (Dis)agreement and performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(5), pages 1426-1445, September.
    5. Sergio Manrique & Carmen-Pilar Martí-Ballester, 2017. "Analyzing the Effect of Corporate Environmental Performance on Corporate Financial Performance in Developed and Developing Countries," Sustainability, MDPI, vol. 9(11), pages 1-30, October.
    6. Sascha Rexhäuser & Christian Rammer, 2014. "Environmental Innovations and Firm Profitability: Unmasking the Porter Hypothesis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 57(1), pages 145-167, January.
    7. Akrum Helfaya & Mark Whittington, 2019. "Does designing environmental sustainability disclosure quality measures make a difference?," Business Strategy and the Environment, Wiley Blackwell, vol. 28(4), pages 525-541, May.
    8. Makridou, Georgia & Andriosopoulos, Kostas & Doumpos, Michael & Zopounidis, Constantin, 2016. "Measuring the efficiency of energy-intensive industries across European countries," Energy Policy, Elsevier, vol. 88(C), pages 573-583.
    9. Vaninsky, Alexander, 2018. "Energy-environmental efficiency and optimal restructuring of the global economy," Energy, Elsevier, vol. 153(C), pages 338-348.
    10. Mohammad Talha & Samuel Benjamin Christopher & Karthikeyani Jaganathan, 2020. "Corporate social reporting—Shareholder perception and its determinants," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(6), pages 3034-3046, November.
    11. Lan Gao & Liang Wan, 2023. "Does corporate environmental responsibility contribute to financial performance? A dual path analysis through operational efficiency and the cost of debt," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(1), pages 308-323, January.
    12. Abbas Mardani & Dalia Streimikiene & Tomas Balezentis & Muhamad Zameri Mat Saman & Khalil Md Nor & Seyed Meysam Khoshnava, 2018. "Data Envelopment Analysis in Energy and Environmental Economics: An Overview of the State-of-the-Art and Recent Development Trends," Energies, MDPI, vol. 11(8), pages 1-21, August.
    13. repec:eme:aaaj00:aaaj-12-2015-2361 is not listed on IDEAS
    14. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    15. Anne Bergmann, 2016. "The Link between Corporate Environmental and Corporate Financial Performance—Viewpoints from Practice and Research," Sustainability, MDPI, vol. 8(12), pages 1-15, November.
    16. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    17. Sergiy D. Dmytriyev & R. Edward Freeman & Jacob Hörisch, 2021. "The Relationship between Stakeholder Theory and Corporate Social Responsibility: Differences, Similarities, and Implications for Social Issues in Management," Journal of Management Studies, Wiley Blackwell, vol. 58(6), pages 1441-1470, September.
    18. Shane Leong & James Hazelton, 2019. "Under what conditions is mandatory disclosure most likely to cause organisational change?," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 32(3), pages 811-835, May.
    19. Crifo, Patricia & Diaye, Marc-Arthur & Pekovic, Sanja, 2016. "CSR related management practices and firm performance: An empirical analysis of the quantity–quality trade-off on French data," International Journal of Production Economics, Elsevier, vol. 171(P3), pages 405-416.
    20. Sueyoshi, Toshiyuki & Yuan, Yan, 2015. "Comparison among U.S. industrial sectors by DEA environmental assessment: Equipped with analytical capability to handle zero or negative in production factors," Energy Economics, Elsevier, vol. 52(PA), pages 69-86.
    21. Ravi Jagannathan & Ashwin Ravikumar & Marco Sammon, 2017. "Environmental, Social, and Governance Criteria: Why Investors are Paying Attention," NBER Working Papers 24063, National Bureau of Economic Research, Inc.
    22. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    23. Lucia Biondi & John Dumay & David Monciardini, 2020. "Using the International Integrated Reporting Framework to comply with EU Directive 2014/95/EU: can we afford another reporting façade?," Meditari Accountancy Research, Emerald Group Publishing Limited, vol. 28(5), pages 889-914, July.
    24. Al-Tuwaijri, Sulaiman A. & Christensen, Theodore E. & Hughes, K. II, 2004. "The relations among environmental disclosure, environmental performance, and economic performance: a simultaneous equations approach," Accounting, Organizations and Society, Elsevier, vol. 29(5-6), pages 447-471.
    25. Zhang, Yue-Jun & Chen, Ming-Ying, 2018. "Evaluating the dynamic performance of energy portfolios: Empirical evidence from the DEA directional distance function," European Journal of Operational Research, Elsevier, vol. 269(1), pages 64-78.
    26. Refandi Budi Deswanto & Sylvia Veronica Siregar, 2018. "The associations between environmental disclosures with financial performance, environmental performance, and firm value," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 14(1), pages 180-193, March.
    27. Wang, Zhaohua & Feng, Chao, 2015. "A performance evaluation of the energy, environmental, and economic efficiency and productivity in China: An application of global data envelopment analysis," Applied Energy, Elsevier, vol. 147(C), pages 617-626.
    28. Zia ur Rehman & Asad Khan & Asim Rahman, 2020. "Corporate social responsibility's influence on firm risk and firm performance: the mediating role of firm reputation," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(6), pages 2991-3005, November.
    29. Zhou, P. & Ang, B.W. & Poh, K.L., 2008. "Measuring environmental performance under different environmental DEA technologies," Energy Economics, Elsevier, vol. 30(1), pages 1-14, January.
    30. Katerina Fotova Čiković & Ivana Martinčević & Joško Lozić, 2022. "Application of Data Envelopment Analysis (DEA) in the Selection of Sustainable Suppliers: A Review and Bibliometric Analysis," Sustainability, MDPI, vol. 14(11), pages 1-30, May.
    31. Yi Yang & Congxu Yao & Ying Li, 2020. "The impact of the amount of environmental information disclosure on financial performance: The moderating effect of corporate internationalization," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(6), pages 2893-2907, November.
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