Most COVID-19 public health guidelines did not consider values and preferences. When they were considered, it was often suboptimal. Disregard for values and preferences might have partly contributed to divisive and unpopular COVID-19 policies. Given the possibility of future health emergencies, we recommend guideline developers identify efficient and effective methods for considering values and preferences in crisis situations.