Psychological safety of healthcare teams can improve patient safety by encouraging workers to speak up about concerns or ideas. This thematic analysis of 62 studies on psychological safety highlighted the heterogeneity of study types, methods, and findings. The authors describe facilitators and barriers to increasing psychological safety and suggest further research into the topic.