Multistate modelling extended by behavioural rules: An application to migration

Popul Stud (Camb). 2017 Oct;71(sup1):51-67. doi: 10.1080/00324728.2017.1350281.

Abstract

We propose to extend demographic multistate models by adding a behavioural element: behavioural rules explain intentions and thus transitions. Our framework is inspired by the Theory of Planned Behaviour. We exemplify our approach with a model of migration from Senegal to France. Model parameters are determined using empirical data where available. Parameters for which no empirical correspondence exists are determined by calibration. Age- and period-specific migration rates are used for model validation. Our approach adds to the toolkit of demographic projection by allowing for shocks and social influence, which alter behaviour in non-linear ways, while sticking to the general framework of multistate modelling. Our simulations yield that higher income growth in Senegal leads to higher emigration rates in the medium term, while a decrease in fertility yields lower emigration rates.

Keywords: Theory of Planned Behaviour; agent-based modelling; international migration; life course modelling; microsimulation; multistate modelling.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Age Factors
  • Behavior*
  • Computer Simulation
  • Decision Making*
  • Decision Support Techniques
  • Demography*
  • Emigration and Immigration*
  • Europe / epidemiology
  • Humans
  • Intention*
  • Life Change Events
  • Population Dynamics
  • Psychological Theory
  • Senegal / ethnology
  • Social Environment
  • Social Support
  • Socioeconomic Factors