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Framing causal questions in life course epidemiology

Research output: Working paper/PreprintPreprint

Bianca L. De Stavola, Moritz Herle, Andrew Pickles

Original languageEnglish
Published17 May 2021

Publication series

Name arXiv

Documents

  • 2105.07982v1

    2105.07982v1.pdf, 1.66 MB, application/pdf

    Uploaded date:26 May 2021

King's Authors

Abstract

We describe the principles of counterfactual thinking in providing more precise definitions of causal effects and some of the implications of this work for the way in which causal questions in life course research are framed and evidence evaluated. Terminology is explained and examples of common life course analyses are discussed that focus on the timing of exposures, the mediation of their effects, observed and unobserved confounders, and measurement error. The examples are illustrated by analyses using singleton and twin cohort data.

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