Moving beyond expectations. From cohort-component to microsimulation projections
Population projections are predominantly made using the cohort-component method (CCM). The opportunities for further development within that framework are limited. Lately, with advances in technical and computational capacity, the microsimulation framework has become a serious contender. In contrast...
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Veröffentlicht in: | Discussion Paper 2023 |
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Zusammenfassung: | Population projections are predominantly made using the cohort-component method (CCM).
The opportunities for further development within that framework are limited. Lately, with
advances in technical and computational capacity, the microsimulation framework has become
a serious contender. In contrast to CCM, it allows for rich com-plexity of behavior and provides
insights on projection uncertainty. Still, demographers have been reluctant to apply this
framework, which may be due to lack of guidance. We contribute by clarifying underlying CCM
assumptions, translating a multi-regional version of the model into a dynamic spatial
microsimulation model, and discuss the usefulness of prediction intervals for planning. Using
data for Norway, we demonstrate that the re-sults for the two models are equivalent, even for
very small subgroups, and converge with relatively few simulations. The model can easily be
amended with additional indi-vidual heterogeneity, facilitating more accurate representations of
population dynamics. |
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