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A dataset on corporate sustainability disclosure
Enterprises, as key emitters, play a vital role in promoting sustainable development. Corporate sustainability disclosure provides a key channel for stakeholders to gain insights into a company’s sustainability progress. However, few studies have been conducted to measure sustainability disclosure a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10064614/ https://www.ncbi.nlm.nih.gov/pubmed/37002227 http://dx.doi.org/10.1038/s41597-023-02093-3 |
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author | Tian, Jinfang Cheng, Qian Xue, Rui Han, Yilong Shan, Yuli |
author_facet | Tian, Jinfang Cheng, Qian Xue, Rui Han, Yilong Shan, Yuli |
author_sort | Tian, Jinfang |
collection | PubMed |
description | Enterprises, as key emitters, play a vital role in promoting sustainable development. Corporate sustainability disclosure provides a key channel for stakeholders to gain insights into a company’s sustainability progress. However, few studies have been conducted to measure sustainability disclosure at the firm level. In this study, we apply the machine learning techniques to listed companies’ management discussion and analysis (MD&A) documents and construct a dataset on corporate sustainability disclosure, including the Corporate Sustainability Disclosure Index (CSDI), CSDI_Economic Dimension (CSDI_ECO), CSDI_Environmental Dimension (CSDI_ENV), and CSDI_Social Dimension (CSDI_SOCI). The dataset will be updated annually. To the best of our knowledge, this is the first sustainability disclosure dataset constructed at the firm level. Our dataset reflects corporate managements’ sustainability attitudes and promotes the implementation of corporate sustainability strategies and subsequent sustainable economic and social outcomes. |
format | Online Article Text |
id | pubmed-10064614 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100646142023-03-31 A dataset on corporate sustainability disclosure Tian, Jinfang Cheng, Qian Xue, Rui Han, Yilong Shan, Yuli Sci Data Data Descriptor Enterprises, as key emitters, play a vital role in promoting sustainable development. Corporate sustainability disclosure provides a key channel for stakeholders to gain insights into a company’s sustainability progress. However, few studies have been conducted to measure sustainability disclosure at the firm level. In this study, we apply the machine learning techniques to listed companies’ management discussion and analysis (MD&A) documents and construct a dataset on corporate sustainability disclosure, including the Corporate Sustainability Disclosure Index (CSDI), CSDI_Economic Dimension (CSDI_ECO), CSDI_Environmental Dimension (CSDI_ENV), and CSDI_Social Dimension (CSDI_SOCI). The dataset will be updated annually. To the best of our knowledge, this is the first sustainability disclosure dataset constructed at the firm level. Our dataset reflects corporate managements’ sustainability attitudes and promotes the implementation of corporate sustainability strategies and subsequent sustainable economic and social outcomes. Nature Publishing Group UK 2023-03-31 /pmc/articles/PMC10064614/ /pubmed/37002227 http://dx.doi.org/10.1038/s41597-023-02093-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Tian, Jinfang Cheng, Qian Xue, Rui Han, Yilong Shan, Yuli A dataset on corporate sustainability disclosure |
title | A dataset on corporate sustainability disclosure |
title_full | A dataset on corporate sustainability disclosure |
title_fullStr | A dataset on corporate sustainability disclosure |
title_full_unstemmed | A dataset on corporate sustainability disclosure |
title_short | A dataset on corporate sustainability disclosure |
title_sort | dataset on corporate sustainability disclosure |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10064614/ https://www.ncbi.nlm.nih.gov/pubmed/37002227 http://dx.doi.org/10.1038/s41597-023-02093-3 |
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