Policymakers who have become increasingly concerned about drivers using cell phones now have a new worry: According to a study of four jurisdictions that have banned the use of hand-held devices while driving, the laws have not reduced accident rates.

The study, conducted by the Highway Loss Data Institute, an insurance industry group, looked at accident rates before and after cell phone bans took effect in New York, the District of Columbia, Connecticut and California.