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Threshold model of language competition including the bilingual state
Mikhail V Tamm1, Els Heinsalu2, Stefano Scialla2,3
1Tallinn University, School of Digital Technologies, Tallinn, Estonia.
Physical Review. E
|March 20, 2026
Summary
This study introduces a new threshold model for language competition, incorporating bilingualism and learning effects. The model reveals diverse outcomes, including language coexistence, unlike previous models predicting extinction.
Area of Science:
- Sociolinguistics
- Mathematical Modeling
- Dynamical Systems
Background:
- Language competition models often predict the extinction of one language.
- Existing models may not fully capture the nuances of bilingualism and learning.
- The Minett-Wang model is a foundational framework for studying language dynamics.
Purpose of the Study:
- To propose a novel threshold model for language competition that includes an intermediate bilingual state.
- To incorporate the effects of memory and learning into language shift dynamics.
- To explore a wider range of equilibrium scenarios beyond language extinction.
Main Methods:
- Development of a piecewise linear threshold model based on the Minett-Wang model.
- Introduction of thresholds in language shift rates to account for memory and learning.
- Analytical treatment of the symmetric case and study of limiting asymmetric regimes.
Main Results:
- The proposed model allows for exact analytical treatment due to its piecewise linear nature.
- Unlike the Minett-Wang model, this model predicts various equilibrium states, including language coexistence.
- In coexistence scenarios, minority language speakers are often predominantly monolingual or bilingual.
Conclusions:
- The threshold model provides a more realistic representation of language competition by including bilingualism and learning.
- The model's flexibility allows for the prediction of diverse long-term language dynamics, including stable coexistence.
- This framework offers new insights into the factors influencing language vitality and shift.
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