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What Determines the Inclusion in a Sustainability Stock Index? A Panel Data Analysis for European Companies

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  • Ziegler, Andreas
  • Schröder, Michael

Abstract

This paper examines the determinants of the inclusion of European companies in the Dow Jones Sustainability World Index and the Dow Jones STOXX Sustainability Index. In doing so, the paper contributes to the micro-econometric literature analyzing the determinants and economic effects of sustainability performance in three respects: First, it examines a broad measure of corporate sustainability behavior and thus does not only apply narrow measures of environmental performance such as toxic releases which is common in other studies. Second, the paper examines the effect of internal assessment processes regarding corporate sustainability performance by an independent financial service institution. Finally, it analyzes the influence of unobserved heterogeneity in the framework of panel data models. The analysis shows that the probability for an inclusion in the sustainability indexes strongly decreases if a company does not respond to the written survey of the assessing institution. Furthermore, time invariant random effects and an autoregressive structure in the stochastic components are important factors. In contrast, a significant influence of past economic performance cannot be confirmed robustly.

Suggested Citation

  • 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 - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  • Handle: RePEc:zbw:zewdip:5431
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    File URL: https://www.econstor.eu/bitstream/10419/24496/1/dp06041.pdf
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    References listed on IDEAS

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    1. Keane, Michael P, 1994. "A Computationally Practical Simulation Estimator for Panel Data," Econometrica, Econometric Society, vol. 62(1), pages 95-116, January.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Hajivassiliou, V A, 1994. "A Simulation Estimation Analysis of the External Debt Crises of Developing Countries," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(2), pages 109-131, April-Jun.
    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. Khanna, Madhu & Quimio, Wilma Rose H. & Bojilova, Dora, 1998. "Toxics Release Information: A Policy Tool for Environmental Protection," Journal of Environmental Economics and Management, Elsevier, vol. 36(3), pages 243-266, November.
    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. Théophile AZOMAHOU & Phu NGUYEN VAN & Marcus WAGNER, 2001. "Determinants of Environmental and Economic Performance of Firms: An Empirical Analysis of the European Paper Industry," Working Papers of BETA 2001-22, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    14. Hamilton James T., 1995. "Pollution as News: Media and Stock Market Reactions to the Toxics Release Inventory Data," Journal of Environmental Economics and Management, Elsevier, vol. 28(1), pages 98-113, January.
    15. 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.
    16. 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.
    17. Dasgupta, Susmita & Jong Ho Hong & Laplante, Benoit & Mamingi, Nlandu, 2004. "Disclosure of environmental violations and the stock market in the Republic of Korea," Policy Research Working Paper Series 3344, The World Bank.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. Robert D. Klassen & Curtis P. McLaughlin, 1996. "The Impact of Environmental Management on Firm Performance," Management Science, INFORMS, vol. 42(8), pages 1199-1214, August.
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    More about this item

    Keywords

    Corporate sustainability performance; Sustainability stock indexes; Economic performance; Panel data; Probit models;

    JEL classification:

    • Q01 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General - - - Sustainable Development
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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