Download The Centre for Longitudinal Studies Missing Data Strategy

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Transcript
What happens in the 1958 cohort?

We know that the missing data generating mechanism is not MCAR

For the majority of research scenarios CCA will either be biased and/or
inefficient

CCA probably OK if outcome and exposure up to age 11

Missing data generating mechanism is either MAR on MNAR

Both untestable – rely on unverifiable assumptions

MAR vs MNAR related to omitted variable bias/unmeasured confounding bias

In the majority of research scenarios in the 1958 cohort a principled approach
to the analysis of incomplete records is needed