Skarda, Ieva orcid.org/0000-0002-0866-2936, Asaria, Miqdad and Cookson, Richard Andrew orcid.org/0000-0003-0052-996X (2021) LifeSim:A Lifecourse Dynamic Microsimulation Model of the Millennium Birth Cohort in England. International Journal of Microsimulation. pp. 2-42. ISSN 1747-5864
Abstract
We present a dynamic microsimulation model for childhood policy analysis that models developmental, economic, social and health outcomes from birth to death for each child in the Millennium Birth Cohort (MCS) in England, together with public costs and a summary wellbeing measure. The model is a discrete event simulation in discrete time (annual periods), implemented in R, which progresses 100,000 individuals through each year of their lives from birth in the year 2000 to death. From age 0 to 18 the model draws observational data from the MCS, with explicit modelling of only a few derived outcomes (mental health, conduct disorder, mortality, health-related quality of life, public costs and a general wellbeing metric). During adulthood, all outcomes are modelled dynamically using explicit networks of stochastic process equations, with separate networks for working age and retirement. Our equations are parameterised using effect estimates from existing studies combined with target outcome levels from up-to-date administrative and survey data. We present our baseline projections and a simple validation check against external data from the British Cohort Study 1970 and Understanding Society survey.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © 2021, The Author(s). Formal issue publication date is April 30th 2021, but paper was actually published 25th October 2021. |
Keywords: | childhood,conduct problems,inequality,lifecourse,policy evaluation,simulation,skills,well-being |
Dates: |
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Institution: | The University of York |
Academic Units: | The University of York > Faculty of Social Sciences (York) > Centre for Health Economics (York) |
Depositing User: | Pure (York) |
Date Deposited: | 25 Oct 2021 14:20 |
Last Modified: | 23 Mar 2025 00:08 |
Published Version: | https://doi.org/10.34196/IJM.00228 |
Status: | Published |
Refereed: | Yes |
Identification Number: | 10.34196/IJM.00228 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:179634 |