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Articles

Corporate social responsibility reports: topic analysis and big data approach

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Pages 1637-1654 | Received 01 Mar 2018, Accepted 05 Dec 2018, Published online: 13 Feb 2019

References

  • Blei, David M., Andrew Y. Ng, and Michael I. Jordan. 2003. “Latent Dirichlet Allocation.” Journal of Machine Learning Research 3: 993–1022.
  • Bonsall, IV, Samuel B., Andrew J. Leone, Brian P. Miller, and Kristina Rennekamp. 2017. “A plain English Measure of Fnancial Reporting Readability.” Journal of Accounting and Economics 63: 329–357. doi: 10.1016/j.jacceco.2017.03.002
  • Cho, Charles H., Matias Laine, Robin W. Roberts, and Michelle Rodrigue. 2015. “Organized Hypocrisy, Organizational Façades, and Sustainability Reporting.” Accounting, Organizations and Society 40: 78–94. doi: 10.1016/j.aos.2014.12.003
  • Dyer, Travis, Mark Lang, and Lorien Stice-Lawrence. 2017. “The Evolution of 10-K Textual Disclosure: Evidence from Latent Dirichlet Allocation.” Journal of Accounting and Economics 64 (2–3): 221–245. doi: 10.1016/j.jacceco.2017.07.002
  • Global Reporting Initiative (2000-2011). “Sustainability Reporting Guidelines”.
  • Huang, Allen, Reuven Lehavy, Amy Zang, and Rong Zheng. 2017. “Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach.” Management Science 6: 2473–2972.
  • Kuhn, Anna-Lena, Markus Stiglbauer, and Matthias S. Fifka. 2015. “Contents and Determinants of Corporate Social Responsibility Website Reporting in Sub-Saharan Africa: A Seven-Country Study.” Business & Society 57: 1–44.
  • Lang, Mark, and Lorien Stice-Lawrence. 2015. “Textual Analysis and International Financial Reporting: Large Sample Evidence.” Journal of Accounting and Economics 60: 110–135. doi: 10.1016/j.jacceco.2015.09.002
  • Lee, Linda-Eling, and Moscardi Matt. 2017. “ESG Trends to watch,” MSCI ESG Research LLC (2017)..
  • Lee, Edward, Martin Walker, and Colin Chen Zeng. 2017. “Do Chinese State Subsidies Affect Voluntary Corporate Social Responsibility Disclosure.” Journal of Accounting and Public Policy 36: 179–200. doi: 10.1016/j.jaccpubpol.2017.03.004
  • Melloni, Gaia, Ariela Caglio, and Paolo Perego. 2017. “Saying More with Less? Disclosure Conciseness, Completeness and Balance in Integrated Reports.” Journal of Accounting and Public Policy 36: 220–238. doi: 10.1016/j.jaccpubpol.2017.03.001
  • Milne, Markus J., and Ralph W. Adler. 1999. “Exploring the Reliability of Social and Environmental Disclosures Content Analysis.” Accounting, Auditing & Accountability Journal 12(2), 237–256. doi: 10.1108/09513579910270138
  • Risi, David, and Christopher Wickert. 2017. “Reconsidering the ‘Symmetry’ Between Institutionalization and Professionalization: The Case of Corporate Social Responsibility Managers.” Journal of Management Studies 54(5), 613–646. doi: 10.1111/joms.12244
  • Sievert, Carson, and Kenneth E. Shirley. 2014. “LDAvis: A Method for Visualizing and Interpreting Topics.” Proceedings of the Workshop on Interactive Language Learning, Visualization, and Interfaces 63–70. doi: 10.3115/v1/W14-3110

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