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COVID-19 ¡®´öºÐ¿¡ 縰Áö¡¯ ÀüÈÄ °£È£»ç °ü·Ã ´º½º ±â»çÀÇ ÅäÇÈ ¸ðµ¨¸µ ¹× Å°¿öµå ³×Æ®¿öÅ© ºÐ¼®

Topic Modeling and Keyword Network Analysis of News Articles Related to Nurses before and after ¡°the Thanks to You Challenge¡± during the COVID-19 Pandemic

Journal of Korean Academy of Nursing 2021³â 51±Ç 4È£ p.442 ~ 453
KMID : 0806120210510040442
À±Àº°æ ( Yun Eun-Kyoung ) - Kyung Hee University College of Nursing Science

±èÁ¤¿Á ( Kim Jung-Ok ) - Kyung Hee University College of Nursing Science
º¯Çý¹Î ( Byun Hye-Min ) - Kyung Hee University College of Nursing Science
À̱¹±Ù ( Lee Guk-Geun ) - Kyung Hee University College of Nursing Science

Abstract

Purpose: This study was conducted to assess public awareness and policy challenges faced by practicing nurses.

Methods: After collecting nurse-related news articles published before and after ¡®the Thanks to You Challenge¡¯ campaign (between December 31, 2019, and July 15, 2020), keywords were extracted via preprocessing. A three-step method keyword analysis, latent Dirichlet allocation topic modeling, and keyword network analysis was used to examine the text and the structure of the selected news articles.

Results: Top 30 keywords with similar occurrences were collected before and after the campaign. The five dominant topics before the campaign were: pandemic, infection of medical staff, local transmission, medical resources, and return of overseas Koreans. After the campaign, the topics ¡®infection of medical staff¡¯ and ¡®return of overseas Koreans¡¯ disappeared, but ¡®the Thanks to You Challenge¡¯ emerged as a dominant topic. A keyword network analysis revealed that the word of nurse was linked with keywords like thanks and campaign, through the word of sacrifice. These words formed interrelated domains of ¡®the Thanks to You Challenge¡¯ topic.

Conclusion: The findings of this study can provide useful information for understanding various issues and social perspectives on COVID-19 nursing. The major themes of news reports lagged behind the real problems faced by nurses in COVID-19 crisis. While the press tends to focus on heroism and whole society, issues and policies mutually beneficial to public and nursing need to be further explored and enhanced by nurses.
KeyWords
°£È£»ç, Äڷγª 19, ´º½º ±â»ç, ¼Ò¼È ³×Æ®¿öÅ© ºÐ¼®
Nurses, COVID-19, Newspaper Article, Social Network Analysis
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