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Informatics for COVID-19 in New York and California
1Design, Construction, and Planning, University of Florida, Gainesville, FL.
Disaster Medicine and Public Health Preparedness
|February 16, 2021
Summary
Social networks for coronavirus disease (COVID-19) vary by region. Key players and communication patterns differ between New York and California, impacting pandemic control strategies.
Area of Science:
- Social Network Analysis
- Public Health Communication
- Epidemiology
Background:
- Social networks significantly influence public health communication during pandemics.
- Understanding regional variations in these networks is crucial for effective disease control.
Purpose of the Study:
- To explore regional differentiation in social networks related to coronavirus disease (COVID-19).
- To analyze how network structures and key players differ across geographic areas.
Main Methods:
- Social network analysis was applied to Twitter data from New York and California.
- Identification of key players and examination of communication patterns within and across groups.
Main Results:
- National key players dominated New York networks, while regional players were key in California.
- Hispanic key players were significant in California; government roles varied by region.
- New York showed more within-group communication, California exhibited more cross-group communication.
Conclusions:
- Regional differences in social networks for COVID-19 necessitate tailored public health strategies.
- Understanding these network dynamics is essential for governments to effectively manage the pandemic.
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