Exploring the impact of safety culture on incident reporting: lessons learned from machine learning analysis of NHS England staff survey and incident data.

https://psnet.ahrq.gov/issue/exploring-impact-safety-culture-incident-reporting-lessons-learned-machine-learning-analysis Voluntary incident reporting rates may be an indicator of organizational safety culture. Using different machine learning algorithms, this study found that several components of safety culture – compassionate culture, violence and harassment, and work pressure – have a significant impact on predicting incident reporting behavior.