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Measuring Overwork in China Using Daily High-Resolution Nighttime Satellite Data
Jinyuan Xie1, Li Wang2, Hao Li1
1School of Economics and Management, Southeast University, Nanjing, Jiangsu, 210000, China.
Scientific Data
|March 11, 2025
Summary
This study introduces a new, objective overwork index using nightlight satellite data and firm registration data. This uniform measure addresses inconsistencies in previous overwork research.
Area of Science:
- Economics
- Sociology
- Geospatial Analysis
Background:
- Overwork is a significant global issue with substantial health and economic consequences.
- Existing research on overwork is hindered by a lack of uniform measurement across regions and time.
- Nocturnal light data offers a promising avenue for objectively assessing socioeconomic activities.
Purpose of the Study:
- To develop an objective and uniform index for measuring overwork.
- To overcome limitations of previous overwork assessments due to inconsistent methodologies.
- To provide a adaptable tool for analyzing labor dynamics and income distribution.
Main Methods:
- Combined high-resolution, daily nightlight satellite data with firm registration data from China's State Administration for Industry and Commerce (SAIC).
- Developed the overwork index at both grid and prefecture levels.
- Validated the index's responsiveness to national and local socioeconomic events.
Main Results:
- The developed overwork index demonstrates objective measurement capabilities.
- The index exhibits responsiveness and aligns with known national and local events.
- The methodology provides a uniform and adaptable approach to overwork assessment.
Conclusions:
- The novel overwork index offers a standardized and objective method for measuring labor overextension.
- This approach, utilizing nightlight data and firm registration, is adaptable for international application.
- The index provides valuable data for economic and sociological studies on labor and income inequality.

