In response to the increasing opioid crisis, many medical associations, policy makers, and insurers have argued for dose reductions. However, when doses are reduced too quickly, patients may experience short- and long-term adverse events. Consistent with other studies, dose reductions higher than 30% were associated with higher odds of emergency department visits, opioid overdose, and all-cause mortality in the month following dose reduction.