Published December 24, 2024
| Version v1
Journal article
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Historical patterns of rice farming explain modern-day language use in China and Japan more than modernization and urbanization
Creators
- 1. University of Pennsylvania
- 2. University of Chicago
- 3. Hubei University
Description
We used natural language processing to analyze a billion words to study cultural differences on Weibo, one of China's largest social media platforms. We compared predictions from two common explanations about cultural differences in China (economic development and urban-rural differences) against the less-obvious legacy of rice versus wheat farming. Rice farmers had to coordinate shared irrigation networks and exchange labor to cope with higher labor requirements. In contrast, wheat relied on rainfall and required half as much labor. We test whether this legacy made southern China more interdependent, as measured by modern day language. Across all word categories, rice explained twice as much variance as economic development and urbanization. Rice areas used more words reflecting tight social ties, holistic thought, and a cautious, prevention orientation. We then used Twitter data comparing prefectures in Japan, which largely replicated the results from China. This provides crucial evidence of the rice theory in a different nation, language, and platform.
Data availability
The data for all regional variables are provided with this paper in the Open Science Framework (https://osf.io/mg39f/?view_only=2b6ec72006844ef3aaeafb37255b38c6) and upon request from the corresponding authors.Files
Historical-patterns-of-rice-farming-explain-modern-day-language-use-in-China-and-Japan.pdf
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Additional details
Identifiers
- DOI
- 10.1057/s41599-024-04053-7
- Other
- oai:uchicago.tind.io:14317
Funding
- University of Chicago
- William Ladany Faculty Fellowship
- National Institute on Minority Health and Health Disparities
- R01MD018340
- University of Pennsylvania
- Penn Global Engagement Fund