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Published on: February 25, 2013
Observing the silent world under COVID-19 with a comprehensive impact analysis based on human mobility
Shaobin Wang1, Yun Tong2, Yupeng Fan1
1Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China.
The COVID-19 pandemic significantly reduced human mobility, creating a measurable "silent index" (SI). This index reveals dynamic relationships between mobility, cases, policies, and economic development, with underdeveloped nations most impacted.
Area of Science:
- Epidemiology
- Sociology
- Economics
Background:
- The COVID-19 pandemic drastically reduced global human mobility starting in spring 2020.
- Measuring real-time changes in human mobility and socio-economic activity is crucial for understanding pandemic impacts.
Purpose of the Study:
- To construct a "silent index" (SI) using Google mobility data to quantify real-time human mobility decline.
- To investigate the relationship between the SI, COVID-19 cases, government policies, and economic development.
Main Methods:
- Development of a "silent index" (SI) based on aggregated Google mobility data.
- Statistical analysis to explore correlations between SI, new COVID-19 cases, policy interventions, and national economic development levels.
Main Results:
- A significant increase in the SI was observed, directly correlating with the COVID-19 pandemic.
- Bi-directional, dynamic relationships were found between SI and new COVID-19 cases, with a 1-2 week lag.
- Government policies showed immediate but not sustained effects on SI; underdeveloped countries experienced greater mobility reductions.
Conclusions:
- The SI effectively quantifies the impact of the COVID-19 pandemic on human mobility and socio-economic activities.
- Pandemic impacts on mobility are heterogeneous across countries and influenced by policy and economic status.
- The SI serves as a potential indicator for the socio-economic disruption caused by major global events.
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