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[National Petition Analysis Related to Nursing: Text Network Analysis and Topic Modeling]
HyunJung Ko1, Seok Hee Jeong2, Eun Jee Lee3
1Department of Nursing, Graduate School, Jeonbuk National University, Jeonju, Korea.
Journal of Korean Academy of Nursing
|January 11, 2024
Summary
South Korean national petitions reveal key nursing issues, including work environment, education, and professional roles. These findings highlight internal needs and external demands for nurses, informing policy development.
Area of Science:
- Public Health
- Health Policy
- Social Science
Context:
- Analysis of national petitions in South Korea concerning nursing.
- Data spans from August 2017 to May 2022, covering 995 selected petitions.
- Utilizes text network analysis and topic modeling for comprehensive insights.
Purpose:
- To identify primary keywords, network structures, and central themes within nursing-related national petitions.
- To understand the landscape of public discourse and demands concerning the nursing profession in South Korea.
Summary:
- Network analysis revealed keywords like "work environment," "nursing university," "license," and "education."
- Topic modeling identified four main themes: improving work conditions, addressing medical accidents, clarifying professional roles, and enhancing healthcare systems.
- The study provides a quantitative overview of public sentiment and specific concerns.
Impact:
- This research is the first to analyze national nursing petitions in South Korea.
- Results underscore the internal needs and external expectations placed upon nurses.
- Findings can guide the development of targeted policies and legislative reforms to support the nursing profession.
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