Semi-Supervised Text Mining for Monitoring the News About the ESG Performance of Companies

Borms, Samuel; Boudt, Kris; Holle, Frederiek Van; Willems, Joeri

doi:10.2139/ssrn.3868414

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Cited by 3 publications

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Monitoring african geopolitics: a multilingual sentiment and public attention framework

Abdou Mohamed,

Benelallam,

Rahmani

2024

Appl Intell

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Monitoring african geopolitics: a multilingual sentiment and public attention framework

Abdou Mohamed,

Benelallam,

Rahmani

2024

Appl Intell

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Evaluating ESG Impacts in African Cities through Topic-Level Sentiment Analysis

Naira,

Benelallam

2023

2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM)

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The Impact of Environmental, Social, and Governance (Esg) on the Economic Growth of Asean-5 Countries

Ghazali,

Mohd Daud,

Ismail

2023

Int. J. Res. Granthaalayah

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ESG program has become crucial for long-term value and business resiliency through efficient use of natural resources and effective policies on social and economic aspects. A country which has a good ESG performance would achieve higher economic growth. This study examines the ESG country-level performance across the ASEAN-5 by assessing the impact of ESG on economic growth. The study utilized annual data from 1990 to 2020 for five countries - Indonesia, Malaysia, the Philippines, Singapore, and Thailand. This study constructs the ESG index at the country level by employing frequency statistics of text mining and factor analysis for each country over time. Establishing an ESG country index would better reflect the ASEAN-5 nation's progress in ESG practices. Besides that, the ARDL method was employed to establish the relationship between ESG and economic growth. The results revealed mixed impacts of ESG on economic growth, which can be attributed to the variations in ESG practices and policies across the countries. Some results showed a significant positive impact of ESG practices on economic growth, while others showed no significant or negative impact. This study emphasizes the importance of a suitable ecosystem that supports the effectiveness of ESG adoption. This study recommends several precautionary policies, such as low-interest loans, grants, and tax relief, to support a firm's resilience during pandemics.

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Semi-Supervised Text Mining for Monitoring the News About the ESG Performance of Companies

Cited by 3 publications

References 21 publications

Monitoring african geopolitics: a multilingual sentiment and public attention framework

Monitoring african geopolitics: a multilingual sentiment and public attention framework

Evaluating ESG Impacts in African Cities through Topic-Level Sentiment Analysis

The Impact of Environmental, Social, and Governance (Esg) on the Economic Growth of Asean-5 Countries

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