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What can we learn from corporate sustainability reporting? Deriving propositions for research and practice from over 9,500 corporate sustainability reports published between 1999 and 2015 using topic modelling technique

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  • Nadine Székely
  • Jan vom Brocke

Abstract

Organizations are increasingly using sustainability reports to inform their stakeholders and the public about their sustainability practices. We apply topic modelling to 9,514 sustainability reports published between 1999 and 2015 in order to identify common topics and, thus, the most common practices described in these reports. In particular, we identify forty-two topics that reflect sustainability and focus on the coverage and trends of economic, environmental, and social sustainability topics. Among the first to analyse such a large amount of data on organizations’ sustainability reporting, the paper serves as an example of how to apply natural language processing as a strategy of inquiry in sustainability research. The paper also derives from the data analysis ten propositions for future research and practice that are of immediate value for organizations and researchers.

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  • Nadine Székely & Jan vom Brocke, 2017. "What can we learn from corporate sustainability reporting? Deriving propositions for research and practice from over 9,500 corporate sustainability reports published between 1999 and 2015 using topic ," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-27, April.
  • Handle: RePEc:plo:pone00:0174807
    DOI: 10.1371/journal.pone.0174807
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    1. Tobias Hahn & Mandy Scheermesser, 2006. "Approaches to corporate sustainability among German companies," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 13(3), pages 150-165, July.
    2. Paul Lanoie, 2008. "When And Why Does It Pay To Be Green?," CIRANO Papers 2008n-02a, CIRANO.
    3. Carl‐Johan Hedberg & Fredrik von Malmborg, 2003. "The Global Reporting Initiative and corporate sustainability reporting in Swedish companies," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 10(3), pages 153-164, September.
    4. Frank W. Geels, 2013. "The Impact of the Financial and Economic Crisis on Sustainability Transitions: Financial Investment, Governance and Public Discourse. WWWforEurope Working Paper No. 39," WIFO Studies, WIFO, number 47014, February.
    5. Viral V Acharya & Tim Eisert & Christian Eufinger & Christian Hirsch, 2018. "Real Effects of the Sovereign Debt Crisis in Europe: Evidence from Syndicated Loans," Review of Financial Studies, Society for Financial Studies, vol. 31(8), pages 2855-2896.
    6. Székely, Francisco & Knirsch, Marianna, 2005. "Responsible Leadership and Corporate Social Responsibility:: Metrics for Sustainable Performance," European Management Journal, Elsevier, vol. 23(6), pages 628-647, December.
    7. Linnenluecke, Martina K. & Griffiths, Andrew, 2010. "Corporate sustainability and organizational culture," Journal of World Business, Elsevier, vol. 45(4), pages 357-366, October.
    8. World Commission on Environment and Development,, 1987. "Our Common Future," OUP Catalogue, Oxford University Press, number 9780192820808.
    9. Kai Hockerts, 2015. "A Cognitive Perspective on the Business Case for Corporate Sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 24(2), pages 102-122, February.
    10. Michael Freundlieb & Frank Teuteberg, 2013. "Corporate social responsibility reporting - a transnational analysis of online corporate social responsibility reports by market-listed companies: contents and their evolution," International Journal of Innovation and Sustainable Development, Inderscience Enterprises Ltd, vol. 7(1), pages 1-26.
    11. Cory Searcy & Ruvena Buslovich, 2014. "Corporate Perspectives on the Development and Use of Sustainability Reports," Journal of Business Ethics, Springer, vol. 121(2), pages 149-169, May.
    12. Panwar, N.L. & Kaushik, S.C. & Kothari, Surendra, 2011. "Role of renewable energy sources in environmental protection: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(3), pages 1513-1524, April.
    13. Ans Kolk, 2003. "Trends in sustainability reporting by the Fortune Global 250," Business Strategy and the Environment, Wiley Blackwell, vol. 12(5), pages 279-291, September.
    14. Constantin Belu, 2009. "Ranking corporations based on sustainable and socially responsible practices. A data envelopment analysis (DEA) approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 17(4), pages 257-268.
    15. Thomas Dyllick & Kai Hockerts, 2002. "Beyond the business case for corporate sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 11(2), pages 130-141, March.
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