Mind the gap: addressing missing person time when estimating outcome incidence in longitudinal data

Crude approaches allowing participants to return following a data gap are not recommended because they can be biased even when missingness and the outcome are independent. Instead, one should either censor or handle the data gap using multiple imputation.