States are pressured to purge their voter rolls of ineligible voters or duplicate records. But they often do so without adequate protections for eligible voters. For example, the lists states use as the basis for purging voter rolls may be riddled with inaccuracies, resulting in the removal of many eligible voters. The substantial discretion many states vest in election officials leaves room for manipulation of purges to suppress certain votes.