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Visualizing Social and Behavior Change due to the Outbreak of COVID-19 Using Mobile Phone Location Data
Takayuki Mizuno1,2, Takaaki Ohnishi2,3, Tsutomu Watanabe2,4
1National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, 101-8430 Japan.
This study introduces a new method to measure stay-home rates by tracking people leaving residential areas, offering regional insights for better public health compliance in Japan.
Area of Science:
- Urban planning
- Public health surveillance
- Geospatial analysis
Background:
- Traditional methods for measuring stay-home rates are flawed.
- Observing downtown populations doesn't reveal residence or account for avoidance.
- Accurate measurement is crucial for effective public health interventions.
Purpose of the Study:
- To develop and visualize a novel method for quantifying regional stay-home rates.
- To address limitations of existing stay-home measurement techniques.
- To provide residents with region-specific data to encourage compliance.
Main Methods:
- Utilizing the difference between day-time and night-time populations to identify residential zones.
- Monitoring the number of individuals departing from these identified residential areas.
- Visualizing stay-home rates across different regions in Japan.
Main Results:
- Significant regional variations in stay-home levels were observed across Japan.
- The new method effectively quantifies stay-home rates by focusing on departures from residential areas.
- Visualizations highlight disparities in compliance between different regions.
Conclusions:
- The proposed method offers a more accurate assessment of stay-home behavior.
- Regional visualization can motivate residents towards adequate stay-home compliance.
- This approach can inform targeted public health strategies based on local adherence levels.
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