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학술논문경영학연구2022.10 발행KCI 피인용 4

공유가치창출(Creating Shared Value)에 대한 뉴스기사와 블로그의 프레임 및 네트워크 의제 설정 연구: 토픽모델링과 의미연결망을 중심으로

Research on Frames and Network Agenda Setting Regarding Creating Shared Value in News Articles and Blogs: Focusing on Topic Modeling and Semantic Network Analysis

강윤지(보험연구원)

51권 5호, 1165~1220쪽

초록

This study attempted to examine through what content structure keywords related to CSV have been delivered to consumers for 10 years from 2011 to September 2021. As a result of topic modeling related to CSV, similar concept confusion frames, CSV development necessity frames, and discussion necessity frames were common in news articles and blogs. However, in the case of news articles, there was a difference in cooperation and support for small and medium-sized enterprises, solving problems for the socially under-privileged, a win-win frame for local communities, and a strategy frame for securing competitiveness for blogs. On the other hand, as a result of examining the four major centrality indicators of news articles and blogs related to CSV through semantic network analysis, it was possible to guess the similarity of semantic network between news articles and blogs. Finally, as a result of QAP correlation analysis between news articles and blogs, it was found that there was a statistically significant positive correlation between the news article agenda and the blog agenda. In addition, as a result of MR-QAP regression analysis, it was confirmed that the agenda shown in the news article also affects the agenda shown in the blogs.

Abstract

This study attempted to examine through what content structure keywords related to CSV have been delivered to consumers for 10 years from 2011 to September 2021. As a result of topic modeling related to CSV, similar concept confusion frames, CSV development necessity frames, and discussion necessity frames were common in news articles and blogs. However, in the case of news articles, there was a difference in cooperation and support for small and medium-sized enterprises, solving problems for the socially under-privileged, a win-win frame for local communities, and a strategy frame for securing competitiveness for blogs. On the other hand, as a result of examining the four major centrality indicators of news articles and blogs related to CSV through semantic network analysis, it was possible to guess the similarity of semantic network between news articles and blogs. Finally, as a result of QAP correlation analysis between news articles and blogs, it was found that there was a statistically significant positive correlation between the news article agenda and the blog agenda. In addition, as a result of MR-QAP regression analysis, it was confirmed that the agenda shown in the news article also affects the agenda shown in the blogs.

발행기관:
한국경영학회
DOI:
http://dx.doi.org/10.17287/kmr.2022.51.5.1165
분류:
경영학

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