ESG News Analysis Using News Big Data: Focusing on Topic Modeling Analysis

초록

Recently, the rapidly changing global economy and sustainable development of society have been requiring the practice of ESG management. Therefore, the main purpose of this study was to suggest policy implications for the introduction, spread and implementation of ESG through news big data analysis regarding ESG management. To that end, this study collected news data on ESG management and analyzed key keywords and topics of ESG management by period using the topic modeling method to derive major agendas and implications for ESG management. Through this study, we intend to suggest strategic directions for successful ESG management of companies in the rapidly changing business environment. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

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