ESG 보고서의 텍스트 분석을 이용한 ESG 활동 탐색 -중국 상장 제조 기업을 대상으로-

Exploring ESG Activities Using Text Analysis of ESG Reports -A Case of Chinese Listed Manufacturing Companies-

초록

As interest in ESG has been increased, it is easy to find papers that empirically study that a company's ESG activities have a positive impact on the company's performance. However, research on what ESG activities companies should actually engage in is relatively lacking. Accordingly, this study systematically classifies ESG activities of companies and seeks to provide insight to companies seeking to plan new ESG activities. This study analyzes how Chinese manufacturing companies perform ESG activities based on their dynamic capabilities in the global economy and how they differ in their activities. This study used the ESG annual reports of 151 Chinese manufacturing listed companies on the Shanghai & Shenzhen Stock Exchange and ESG indicators of China Securities Index Company (CSI) as data. This study focused on the following three research questions. The first is to determine whether there are any differences in ESG activities between companies with high ESG scores (TOP-25) and companies with low ESG scores (BOT-25), and the second is to determine whether there are any changes in ESG activities over a 10-year period (2010-2019), focusing only on companies with high ESG scores. The results showed that there was a significant difference in ESG activities between high and low ESG scorers, while tracking the year-to-year change in activities of the top-25 companies did not show any difference in ESG activities. In the third study, social network analysis was conducted on the keywords of E/S/G. Through the co-concurrence matrix technique, we visualized the ESG activities of companies in a four-quadrant graph and set the direction for ESG activities based on this.

키워드

ESG 보고서ESG 키워드 사전동적역량텐서플로우-버트TF-IDF코사인 유사도소셜네트워크분석ESG ReportESG Keywords-LibraryDynamic CapabilitiesTensorFlow-BERTTF-IDFCosine Similarity. Social Network Analysis
제목
ESG 보고서의 텍스트 분석을 이용한 ESG 활동 탐색 -중국 상장 제조 기업을 대상으로-
제목 (타언어)
Exploring ESG Activities Using Text Analysis of ESG Reports -A Case of Chinese Listed Manufacturing Companies-
저자
진웅철백승익손유봉김향단
DOI
10.18807/jsrs.2024.14.2.018
발행일
2024-06
저널명
서비스 연구
14
02
페이지
18 ~ 36