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An Exploratory Study on the Policy for Facilitating of Health Behaviors Related to Particulate Matter: Using Topic and Semantic Network Analysis of Media Text
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Hye Min Byun, You Jin Park, Eun Kyoung Yun
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J Korean Acad Nurs 2021;51(1):68-79. Published online February 28, 2021
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DOI: https://doi.org/10.4040/jkan.20213
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 Abstract
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- Purpose
This study aimed to analyze the mass and social media contents and structures related to particulate matter before and after the policy enforcement of the comprehensive countermeasures for particulate matter, derive nursing implications, and provide a basis for designing health policies.
Methods
After crawling online news articles and posts on social networking sites before and after policy enforcement with particulate matter as keywords, we conducted topic and semantic network analysis using TEXTOM, R, and UCINET 6.
Results
In topic analysis, behavior tips was the common main topic in both media before and after the policy enforcement. After the policy enforcement, influence on health disappeared from the main topics due to increased reports about reduction measures and government in mass media, whereas influence on health appeared as the main topic in social media. However semantic network analysis confirmed that social media had much number of nodes and links and lower centrality than mass media, leaving substantial information that was not organically connected and unstructured.
Conclusion
Understanding of particulate matter policy and implications influence health, as well as gaps in the needs and use of health information, should be integrated with leadership and supports in the nurses’ care of vulnerable patients and public health promotion.
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Citations
Citations to this article as recorded by  - Online community users’ perceptions of particulate matter in South Korea through topic modeling and semantic network analysis
Hansol Choi, Yong Pyo Kim, Yungwook Kim, Ji Yi Lee, Hyemi Lee
Environmental Advances.2025; 20: 100641. CrossRef - Changes in Public Sentiment under the Background of Major Emergencies—Taking the Shanghai Epidemic as an Example
Bowen Zhang, Jinping Lin, Man Luo, Changxian Zeng, Jiajia Feng, Meiqi Zhou, Fuying Deng
International Journal of Environmental Research and Public Health.2022; 19(19): 12594. CrossRef
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