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Survival analysisMigration studies / event-history analysis

Survival Analysis of First Migration

Survival analysis of first migration treats the move out of one's place of origin as a timed event and asks not whether but when a person first migrates. Rather than modeling a binary 'migrated or not' outcome, it follows individuals from the moment they become at risk and models the instantaneous hazard of a first move as a function of age and changing life circumstances. The approach, codified for the social sciences by Blossfeld and Rohwer's event-history framework and applied to migration biographies by Clara Mulder, handles the two features that defeat ordinary regression: censoring, because most people in a sample have not yet migrated when observed, and time-varying covariates, because the things that trigger a move — finishing school, finding a job, forming a union — themselves change over time. The result is an estimate of how the risk of a first move rises and falls across the life course and how it responds to time-dependent conditions. It can be fitted nonparametrically with a Cox model or with a parametric baseline when the shape of age dependence is of interest.

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出典

  1. Blossfeld, H.-P., & Rohwer, G. (2002). Techniques of Event History Modeling: New Approaches to Causal Analysis (2nd ed.). Lawrence Erlbaum. ISBN: 9780805840919
  2. Mulder, C. H. (1993). Migration Dynamics: A Life Course Approach. Thesis Publishers, Amsterdam. ISBN: 9789051701814

このページの引用方法

ScholarGate. (2026, June 23). Survival Analysis of Time to First Migration. ScholarGate. https://scholargate.app/ja/migration-studies/survival-analysis-of-first-migration

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ScholarGateSurvival Analysis of First Migration (Survival Analysis of Time to First Migration). 2026-06-24に以下より取得 https://scholargate.app/ja/migration-studies/survival-analysis-of-first-migration · データセット: https://doi.org/10.5281/zenodo.20539026