Often, one is faced with the problem that different geographic boundaries, defined for different administrative purposes (e.g., censuses, mail delivery), need to be reconciled over time. This can be very difficult and can lead to further inaccuracies.

A key issue is latency; for some outcomes, such as cancer, this can be quite long. For acute effects, one must be aware of the timing of exposures.