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Regression modelMigration studies / spatial interaction

Place-to-Place Migration Model

The place-to-place migration model explains and predicts the gross number of people moving from each origin region to each destination region as a function of conditions at both ends and the distance between them. It descends from the gravity analogy popularized by George Zipf in 1946, in which movement between two cities rises with the product of their populations and falls with the distance separating them, but it adds behavioral economic content. Ira Lowry's 1966 formulation is the canonical example: he modeled interregional migration as driven by relative labor-market conditions — wages, unemployment, and the size of the labor force at origin and destination — modified by distance, and estimated the relationship econometrically from observed flows. Cast in log-linear or, in modern practice, Poisson form, the model recovers interpretable elasticities showing how flows respond to a wage gap or an unemployment differential, and it can reproduce or forecast the entire origin-destination matrix. It bridges the descriptive gravity tradition and explicit regression-based migration econometrics, and remains a workhorse for analyzing why people move where they do.

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  1. Lowry, I. S. (1966). Migration and Metropolitan Growth: Two Analytical Models. Chandler Publishing, San Francisco. ISBN: 9780810200135
  2. Zipf, G. K. (1946). The P1 P2 / D Hypothesis: On the Intercity Movement of Persons. American Sociological Review, 11(6), 677-686. DOI: 10.2307/2087063
  3. Bell, M., Blake, M., Boyle, P., Duke-Williams, O., Rees, P., Stillwell, J., & Hugo, G. (2002). Cross-national comparison of internal migration: issues and measures. Journal of the Royal Statistical Society: Series A, 165(3), 435-464. DOI: 10.1111/1467-985X.t01-1-00247

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ScholarGate. (2026, June 23). Place-to-Place (Origin-Destination) Migration Modeling. ScholarGate. https://scholargate.app/lv/migration-studies/place-to-place-migration-model

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ScholarGatePlace-to-Place Migration Model (Place-to-Place (Origin-Destination) Migration Modeling). Izgūts 2026-06-24 no https://scholargate.app/lv/migration-studies/place-to-place-migration-model · Datu kopa: https://doi.org/10.5281/zenodo.20539026