IDEAS home Printed from https://ideas.repec.org/a/eee/ecolec/v69y2010i4p848-856.html
   My bibliography  Save this article

What determines the inclusion in a sustainability stock index?: A panel data analysis for european firms

Author

Listed:
  • Ziegler, Andreas
  • Schröder, Michael

Abstract

This paper empirically examines the determinants of the inclusion of European firms in the Dow Jones Sustainability World Index and the Dow Jones Stoxx Sustainability Index. While a restricted econometric analysis implies a positive effect of corporate financial performance, this impact becomes ambiguous in more flexible panel probit models. Our estimation results therefore strengthen the importance of the use of panel data and the incorporation of unobserved heterogeneity. Furthermore, our analysis shows that the sustainability assessment and selection process for the composition of the Dow Jones sustainability indexes and thus factors that need not necessarily be directly connected to corporate environmental or social activities also have an influence.

Suggested Citation

  • Ziegler, Andreas & Schröder, Michael, 2010. "What determines the inclusion in a sustainability stock index?: A panel data analysis for european firms," Ecological Economics, Elsevier, vol. 69(4), pages 848-856, February.
  • Handle: RePEc:eee:ecolec:v:69:y:2010:i:4:p:848-856
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0921-8009(09)00418-2
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Dasgupta, Susmita & Hong, Jong Ho & Laplante, Benoit & Mamingi, Nlandu, 2006. "Disclosure of environmental violations and stock market in the Republic of Korea," Ecological Economics, Elsevier, vol. 58(4), pages 759-777, July.
    2. Keane, Michael P, 1994. "A Computationally Practical Simulation Estimator for Panel Data," Econometrica, Econometric Society, vol. 62(1), pages 95-116, January.
    3. Arora Seema & Cason Timothy N., 1995. "An Experiment in Voluntary Environmental Regulation: Participation in EPA's 33/50 Program," Journal of Environmental Economics and Management, Elsevier, vol. 28(3), pages 271-286, May.
    4. Stephen J. Decanio & William E. Watkins, 1998. "Investment In Energy Efficiency: Do The Characteristics Of Firms Matter?," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 95-107, February.
    5. Shameek Konar & Mark A. Cohen, 2001. "Does The Market Value Environmental Performance?," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 281-289, May.
    6. Shimshack, Jay P. & Ward, Michael B., 2005. "Regulator reputation, enforcement, and environmental compliance," Journal of Environmental Economics and Management, Elsevier, vol. 50(3), pages 519-540, November.
    7. Geweke, John & Keane, Michael P & Runkle, David, 1994. "Alternative Computational Approaches to Inference in the Multinomial Probit Model," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 609-632, November.
    8. Nakamura, Masao & Takahashi, Takuya & Vertinsky, Ilan, 2001. "Why Japanese Firms Choose to Certify: A Study of Managerial Responses to Environmental Issues," Journal of Environmental Economics and Management, Elsevier, vol. 42(1), pages 23-52, July.
    9. Michael Schröder, 2007. "Is there a Difference? The Performance Characteristics of SRI Equity Indices," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1‐2), pages 331-348, January.
    10. Anton, W.R.Q.Wilma Rose Q. & Deltas, George & Khanna, Madhu, 2004. "Incentives for environmental self-regulation and implications for environmental performance," Journal of Environmental Economics and Management, Elsevier, vol. 48(1), pages 632-654, July.
    11. Borsch-Supan, Axel & Hajivassiliou, Vassilis A., 1993. "Smooth unbiased multivariate probability simulators for maximum likelihood estimation of limited dependent variable models," Journal of Econometrics, Elsevier, vol. 58(3), pages 347-368, August.
    12. Dasgupta, Susmita & Laplante, Benoit & Mamingi, Nlandu, 2001. "Pollution and Capital Markets in Developing Countries," Journal of Environmental Economics and Management, Elsevier, vol. 42(3), pages 310-335, November.
    13. Gupta, Shreekant & Goldar, Bishwanath, 2005. "Do stock markets penalize environment-unfriendly behaviour? Evidence from India," Ecological Economics, Elsevier, vol. 52(1), pages 81-95, January.
    14. Kjetil Telle, 2006. "“It Pays to be Green” – A Premature Conclusion?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 35(3), pages 195-220, November.
    15. Stuart L. Hart & Gautam Ahuja, 1996. "Does It Pay To Be Green? An Empirical Examination Of The Relationship Between Emission Reduction And Firm Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 5(1), pages 30-37, March.
    16. Rob Bauer & Jeroen Derwall & Rogér Otten, 2007. "The Ethical Mutual Fund Performance Debate: New Evidence from Canada," Journal of Business Ethics, Springer, vol. 70(2), pages 111-124, January.
    17. Judith F. Posnikoff, 1997. "Disinvestment From South Africa: They Did Well By Doing Good," Contemporary Economic Policy, Western Economic Association International, vol. 15(1), pages 76-86, January.
    18. Greg Filbeck & Raymond Gorman, 2004. "The Relationship between the Environmental and Financial Performance of Public Utilities," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 29(2), pages 137-157, October.
    19. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2008. "Socially responsible investments: Institutional aspects, performance, and investor behavior," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1723-1742, September.
    20. Madhu Khanna & William Rose Q. Anton, 2002. "Corporate Environmental Management: Regulatory and Market-Based Incentives," Land Economics, University of Wisconsin Press, vol. 78(4), pages 539-558.
    21. Kempf, Alexander & Osthoff, Peer, 2007. "The effect of socially responsible investing on portfolio performance," CFR Working Papers 06-10, University of Cologne, Centre for Financial Research (CFR).
    22. Konar, Shameek & Cohen, Mark A., 1997. "Information As Regulation: The Effect of Community Right to Know Laws on Toxic Emissions," Journal of Environmental Economics and Management, Elsevier, vol. 32(1), pages 109-124, January.
    23. Muhleisen, Martin & Zimmermann, Klaus F., 1994. "A panel analysis of job changes and unemployment," European Economic Review, Elsevier, vol. 38(3-4), pages 793-801, April.
    24. Lee, Lung-Fei, 1997. "Simulated maximum likelihood estimation of dynamic discrete choice statistical models some Monte Carlo results," Journal of Econometrics, Elsevier, vol. 82(1), pages 1-35.
    25. Foulon, Jerome & Lanoie, Paul & Laplante, Benoit, 2002. "Incentives for Pollution Control: Regulation or Information?," Journal of Environmental Economics and Management, Elsevier, vol. 44(1), pages 169-187, July.
    26. Bauer, Rob & Koedijk, Kees & Otten, Roger, 2005. "International evidence on ethical mutual fund performance and investment style," Journal of Banking & Finance, Elsevier, vol. 29(7), pages 1751-1767, July.
    27. Kozo Horiuchi & Masao Nakamura, 2001. "Environmental Issues and Japanese Firms," Palgrave Macmillan Books, in: Masao Nakamura (ed.), The Japanese Business and Economic System, chapter 13, pages 364-384, Palgrave Macmillan.
    28. Wei Zhang & Lung-fei Lee, 2004. "Simulation estimation of dynamic discrete choice panel models with accelerated importance samplers," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 120-142, June.
    29. Michael Schröder, 2007. "Is there a Difference? The Performance Characteristics of SRI Equity Indices," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1‐2), pages 331-348, January.
    30. Alexander Kempf & Peer Osthoff, 2007. "The Effect of Socially Responsible Investing on Portfolio Performance," European Financial Management, European Financial Management Association, vol. 13(5), pages 908-922, November.
    31. Seema Arora & Timothy N. Cason, 1996. "Why Do Firms Volunteer to Exceed Environmental Regulations? Understanding Participation in EPA's 33/50 Program," Land Economics, University of Wisconsin Press, vol. 72(4), pages 413-432.
    32. Andreas Ziegler & Michael Schröder & Klaus Rennings, 2008. "The Effect of Environmental and Social Performance on the Stock Performance of European Corporations," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 40(4), pages 609-609, August.
    33. Dasgupta, Susmita & Hettige, Hemamala & Wheeler, David, 2000. "What Improves Environmental Compliance? Evidence from Mexican Industry," Journal of Environmental Economics and Management, Elsevier, vol. 39(1), pages 39-66, January.
    34. Elsayed, Khaled & Paton, David, 2005. "The impact of environmental performance on firm performance: static and dynamic panel data evidence," Structural Change and Economic Dynamics, Elsevier, vol. 16(3), pages 395-412, September.
    35. Doonan, Julie & Lanoie, Paul & Laplante, Benoit, 2005. "Determinants of environmental performance in the Canadian pulp and paper industry: An assessment from inside the industry," Ecological Economics, Elsevier, vol. 55(1), pages 73-84, October.
    36. Andreas Ziegler, 2007. "Simulated classical tests in multinomial probit models," Statistical Papers, Springer, vol. 48(4), pages 655-681, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mauro Sciarelli & Mario Tani & Giovanni Landi & Lorenzo Turriziani, 2020. "CSR perception and financial performance: Evidences from Italian and UK asset management companies," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(2), pages 841-851, March.
    2. Nurlan Orazalin & Mady Baydauletov, 2020. "Corporate social responsibility strategy and corporate environmental and social performance: The moderating role of board gender diversity," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(4), pages 1664-1676, July.
    3. Janick Christian Mollet & Andreas Ziegler, 2014. "Socially responsible investing and stock performance: New empirical evidence for the US and European stock markets," Review of Financial Economics, John Wiley & Sons, vol. 23(4), pages 208-216, November.
    4. Shreekant Gupta & Bishwanath Goldar & Shubham Dang, 2019. "Environmental Performance And Capital Markets--Evidence From India," Working papers 303, Centre for Development Economics, Delhi School of Economics.
    5. Oberndorfer, Ulrich & Schmidt, Peter & Wagner, Marcus & Ziegler, Andreas, 2013. "Does the stock market value the inclusion in a sustainability stock index? An event study analysis for German firms," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 497-509.
    6. Stefania Veltri & Romilda Mazzotta & Franco Ernesto Rubino, 2021. "Board diversity and corporate social performance: Does the family firm status matter?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(6), pages 1664-1679, November.
    7. Iulia LUPU & Gheorghe HURDUZEU & Mariana NICOLAE, 2016. "Connections Between Sentiment Indices And Reduced Volatilities Of Sustainability Stock Market Indices," ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, Faculty of Economic Cybernetics, Statistics and Informatics, vol. 50(1), pages 157-174.
    8. El Ouadghiri, Imane & Guesmi, Khaled & Peillex, Jonathan & Ziegler, Andreas, 2021. "Public Attention to Environmental Issues and Stock Market Returns," Ecological Economics, Elsevier, vol. 180(C).
    9. Isabel Lourenço & Manuel Branco & José Curto & Teresa Eugénio, 2012. "How Does the Market Value Corporate Sustainability Performance?," Journal of Business Ethics, Springer, vol. 108(4), pages 417-428, July.
    10. Jonathan Peillex & Loredana Ureche-Rangau, 2016. "Identifying the Determinants of the Decision to Create Socially Responsible Funds: An Empirical Investigation," Journal of Business Ethics, Springer, vol. 136(1), pages 101-117, June.
    11. Alexis Cellier & Pierre Chollet & Souad Lajili Jarjir, 2013. "New empirical evidence on market reactions to changes in Socially Responsible Investment indexes," Post-Print hal-01367120, HAL.
    12. Nurlan Orazalin, 2020. "Do board sustainability committees contribute to corporate environmental and social performance? The mediating role of corporate social responsibility strategy," Business Strategy and the Environment, Wiley Blackwell, vol. 29(1), pages 140-153, January.
    13. Janick Christian Mollet & Andreas Ziegler, 2012. "Is Socially Responsible Investing Really Beneficial? New Empirical Evidence for the US and European Stock Markets," MAGKS Papers on Economics 201228, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    14. Yu-Shan Wang & Yi-Jie Chen, 2017. "Corporate social responsibility and financial performance: event study cases," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 12(2), pages 193-219, July.
    15. Denis Cormier & Marie-Josée Ledoux & Michel Magnan, 2010. "The Informational Contribution of Social and Environmental Disclosures for Investors," Post-Print hal-00481571, HAL.
    16. Rimsha Naz & Danish Ahmed Siddiqui, 2021. "Exploring the Link between Corporate Reputation with Sustainability Leadership and Market Valuation: A Comparative Analysis of Award and Non-Award Companies in PSX," Global Journal of Educational Studies, Macrothink Institute, vol. 7(1), pages 19-53, June.
    17. Ajab Khan & H. Kent Baker, 2022. "How board diversity and ownership structure shape sustainable corporate performance," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 3751-3770, December.
    18. Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Shao, Xuefeng & Le, TN-Lan & Gyamfi, Matthew Ntow, 2023. "Financial technology stocks, green financial assets, and energy markets: A quantile causality and dependence analysis," Energy Economics, Elsevier, vol. 118(C).
    19. Fafaliou, Irene & Giaka, Maria & Konstantios, Dimitrios & Polemis, Michael, 2020. "Revisiting the sustainability-innovation nexus: Lessons learned from the US," MPRA Paper 99834, University Library of Munich, Germany.
    20. Isabel Lourenço & Jeffrey Callen & Manuel Branco & José Curto, 2014. "The Value Relevance of Reputation for Sustainability Leadership," Journal of Business Ethics, Springer, vol. 119(1), pages 17-28, January.

    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. Ziegler, Andreas & Schröder, Michael, 2006. "What Determines the Inclusion in a Sustainability Stock Index? A Panel Data Analysis for European Companies," ZEW Discussion Papers 06-041, ZEW - Leibniz Centre for European Economic Research.
    2. Andreas Ziegler, 2012. "Is it Beneficial to be Included in a Sustainability Stock Index? A Panel Data Study for European Firms," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 52(3), pages 301-325, July.
    3. Oberndorfer, Ulrich & Schmidt, Peter & Wagner, Marcus & Ziegler, Andreas, 2013. "Does the stock market value the inclusion in a sustainability stock index? An event study analysis for German firms," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 497-509.
    4. Ziegler, Andreas & Busch, Timo & Hoffmann, Volker H., 2011. "Disclosed corporate responses to climate change and stock performance: An international empirical analysis," Energy Economics, Elsevier, vol. 33(6), pages 1283-1294.
    5. Urs von Arx & Andreas Ziegler, 2008. "The Effect of CSR on Stock Performance: New Evidence for the USA and Europe," CER-ETH Economics working paper series 08/85, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    6. Claudia Poser & Edeltraud Guenther & Marc Orlitzky, 2012. "Shades of green: using computer-aided qualitative data analysis to explore different aspects of corporate environmental performance," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 22(4), pages 413-450, January.
    7. Will Gans & Beat Hintermann, 2013. "Market Effects of Voluntary Climate Action by Firms: Evidence from the Chicago Climate Exchange," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 55(2), pages 291-308, June.
    8. Ziegler, Andreas & Seijas Nogareda, Jazmin, 2009. "Environmental management systems and technological environmental innovations: Exploring the causal relationship," Research Policy, Elsevier, vol. 38(5), pages 885-893, June.
    9. Mollet, Janick Christian & Ziegler, Andreas, 2014. "Socially responsible investing and stock performance: New empirical evidence for the US and European stock markets," Review of Financial Economics, Elsevier, vol. 23(4), pages 208-216.
    10. Roeland Bracke & Tom Verbeke, 2007. "What Distinguishes EMAS Participants? An Exploration of Company Characteristics," Working Papers 2007.37, Fondazione Eni Enrico Mattei.
    11. Rennings, Klaus & Ziegler, Andreas, 2004. "Determinants of Environmental Innovations in Germany: Do Organizational Measures Matter? A Discrete Choice Analysis at the Firm Level," ZEW Discussion Papers 04-30, ZEW - Leibniz Centre for European Economic Research.
    12. Blackman, Allen, 2009. "Alternative Pollution Control Policies in Developing Countries: Informal, Informational, and Voluntary," RFF Working Paper Series dp-09-14-efd, Resources for the Future.
    13. Reif, Christiane & Rexhäuser, Sascha, 2015. "Good enough! Are socially responsible companies the more successful environmental innovators?," ZEW Discussion Papers 15-018, ZEW - Leibniz Centre for European Economic Research.
    14. Janick Christian Mollet & Andreas Ziegler, 2012. "Is Socially Responsible Investing Really Beneficial? New Empirical Evidence for the US and European Stock Markets," MAGKS Papers on Economics 201228, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    15. David Ervin & JunJie Wu & Madhu Khanna & Cody Jones & Teresa Wirkkala, 2013. "Motivations and Barriers to Corporate Environmental Management," Business Strategy and the Environment, Wiley Blackwell, vol. 22(6), pages 390-409, September.
    16. Fafaliou, Irene & Giaka, Maria & Konstantios, Dimitrios & Polemis, Michael, 2020. "Firms’ Sustainability Performance and Market Longevity," MPRA Paper 101445, University Library of Munich, Germany.
    17. Markus Hang & Jerome Geyer‐Klingeberg & Andreas W. Rathgeber, 2019. "It is merely a matter of time: A meta‐analysis of the causality between environmental performance and financial performance," Business Strategy and the Environment, Wiley Blackwell, vol. 28(2), pages 257-273, February.
    18. Garcés-Ayerbe, Concepción & Cañón-de-Francia, Joaquín, 2017. "The Relevance of Complementarities in the Study of the Economic Consequences of Environmental Proactivity: Analysis of the Moderating Effect of Innovation Efforts," Ecological Economics, Elsevier, vol. 142(C), pages 21-30.
    19. Stefan Ambec & Paul Lanoie, 2007. "When and Why Does It Pay To Be Green?," CIRANO Working Papers 2007s-20, CIRANO.
    20. Surender Kumar & Pritika Dua, 2022. "Environmental management practices and financial performance: evidence from large listed Indian enterprises," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 65(1), pages 37-61, January.

    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:eee:ecolec:v:69:y:2010:i:4:p:848-856. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ecolecon .

    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.