Incorporating living conditions and job opportunities in cities into mathematical models of human mobility improves model accuracy. The traditional gravity model of human mobility uses the distance of a move and the population of a destination city to predict migration patterns, with larger cities exerting more “pull” than smaller cities. The competing radiation model is based on quantifying the opportunity available in a destination location.
Push and pull: Cities’ living conditions and job quality can enhance human mobility models
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