Semantic Network Analysis of Community Sports News Topics: A Study of Aged and Super-Aged Areas in 10 Northern Cities of Gyeonggi Province

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Key Points

To analyze the discourse structure of leisure sports-related news in aged and super-aged areas in Gyeonggi Province and suggest implications for policy design.
Collected 1,210 news articles from Naver News on leisure sports from January 2020 to December 2024.
Employed TF-IDF weighting, PFNet construction, and Louvain clustering analysis to analyze discourse.
Used sentiment classification based on GPT-4o-mini to compare discourse structures by region type and sentiment.
Super-aged areas focus on 'tourism-oriented survival strategies' linked to natural resources.
Elderly areas emphasize 'trickle-down effects' of elite sports and 'urban welfare'.
Negative discourse highlights 'economic survival' and 'relative deprivation' in super-aged areas, while 'administrative distrust' and 'budget waste' dominate in elderly areas.

Study analyzes discussion structures of leisure sports news in elderly areas, suggesting policy improvements.

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Cha et al. (2026) studied this question.

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