How does language diversity influence AI development? Evidence from China

This study examines the impact of language diversity on regional AI development using panel data from 234 prefecture-level and above cities in China from 2008 to 2022. We find that language diversity has a significant positive effect on AI development—regions with greater language diversity tend to experience stronger growth in their AI industries. Mechanism analysis reveals that language diversity promotes AI development primarily by shaping regional cultural characteristics, as captured by Hofstede's cultural dimensions. Specifically, it reduces uncertainty avoidance, enhances long-term orientation, and increases tolerance for individual differences, thereby fostering a sociocultural environment conducive to AI development. Heterogeneity analysis shows that the positive effect of language diversity is more pronounced in regions with weaker formal institutional development or stronger Confucian cultural traditions, highlighting the interactive role of culture and institutions in technological evolution.

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Publication Details

Journal
International Review of Economics & Finance
Published
2025-11-11
DOI
https://doi.org/10.1016/j.iref.2025.104753
Citations
1
Primary Topic
Culture, Economy, and Development Studies
Type
article
Field-Weighted Citation Impact
5.59
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article

How does language diversity influence AI development? Evidence from China

Shuai Zhang, Qing Xia
1 citations
International Review of Economics & Finance
Culture, Economy, and Development Studies
5.59
article

How does language diversity influence AI development? Evidence from China

Shuai Zhang, Qing Xia
article en
1 citations

Abstract

This study examines the impact of language diversity on regional AI development using panel data from 234 prefecture-level and above cities in China from 2008 to 2022. We find that language diversity has a significant positive effect on AI development—regions with greater language diversity tend to experience stronger growth in their AI industries. Mechanism analysis reveals that language diversity promotes AI development primarily by shaping regional cultural characteristics, as captured by Hofstede's cultural dimensions. Specifically, it reduces uncertainty avoidance, enhances long-term orientation, and increases tolerance for individual differences, thereby fostering a sociocultural environment conducive to AI development. Heterogeneity analysis shows that the positive effect of language diversity is more pronounced in regions with weaker formal institutional development or stronger Confucian cultural traditions, highlighting the interactive role of culture and institutions in technological evolution.

International Review of Economics & FinanceVol. 104
Beijing Academy of Artificial Intelligence (CN), Beijing Institute of Graphic Communication (CN)
Openalex Percentile: Top 4%
Culture, Economy, and Development Studies
5.59
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How does language diversity influence AI development? Evidence from China — Shuai Zhang, Qing Xia · International Review of Economics & Finance (2025) | TGRS Research Map | TGRS