Flood risk management and governance: A bibliometric review of the literature

T Dordi, D Henstra… - Journal of Flood Risk …, 2022 - Wiley Online Library
The study of flood management has experienced a paradigmatic shift over the past two
decades. Particularly notable are the embracement of flood risk management (FRM) and …

What can we learn from corporate sustainability reporting? Deriving propositions for research and practice from over 9,500 corporate sustainability reports published …

N Székely, J Vom Brocke - PloS one, 2017 - journals.plos.org
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 trends in the process industries: A text mining-based analysis

W Te Liew, A Adhitya, R Srinivasan - Computers in Industry, 2014 - Elsevier
Sustainability is widely recognized as one of the most important challenges facing the world
today. Companies publish sustainability reports that present their efforts and achievements …

Sustainability disclosure for container ship**: A text-mining approach

Y Zhou, X Wang, KF Yuen - Transport Policy, 2021 - Elsevier
Due to the increasing focus on green consumerism, sustainability disclosure—company
informing its stakeholders of its involvement in sustainability—is an integral part of …

Analyzing and visualizing text information in corporate sustainability reports using natural language processing methods

H Kang, J Kim - Applied Sciences, 2022 - mdpi.com
Sustainability is a major contemporary issue that affects everyone. Many companies now
produce an annual sustainability report, mainly intended for their stakeholders and the …

Heterogeneous ensemble for ESG ratings prediction

T Krappel, A Bogun, D Borth - arxiv preprint arxiv:2109.10085, 2021 - arxiv.org
Over the past years, topics ranging from climate change to human rights have seen
increasing importance for investment decisions. Hence, investors (asset managers and …

Do companies disclose intellectual capital in their annual reports? New evidence from explorative content analysis

P Parshakov, E Shakina - Journal of Intellectual Capital, 2020 - emerald.com
Purpose This study suggests an alternative to confirmatory content analysis (CA) and
empirically demonstrates that explorative CA enables new insights into the mechanism of …

Identifying corporate sustainability issues by analyzing shareholder resolutions: A machine-learning text analytics approach

V Raghupathi, J Ren, W Raghupathi - Sustainability, 2020 - mdpi.com
Corporations have embraced the idea of corporate environmental, social, and governance
(ESG) under the general framework of sustainability. Studies have measured and analyzed …

Natural language processing methods for scoring sustainability reports—A study of Nordic listed companies

M Gutierrez-Bustamante, L Espinosa-Leal - Sustainability, 2022 - mdpi.com
This paper aims to evaluate the degree of affinity that Nordic companies' reports published
under the Global Reporting Initiatives (GRI) framework have. Several natural language …

Understanding Corporate Sustainability Disclosures from the Securities Exchange Commission Filings

W Raghupathi, SJ Wu, V Raghupathi - Sustainability, 2023 - mdpi.com
As sustainability becomes fundamental to companies, voluntary and mandatory disclosures
or corporate sustainability practices have become a key source of information for various …