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

G.K Kaya; S. Ustebay; J. Nixon; C. Pilbeam; M. Sujan

Study

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

August 30, 2023

Kaya GK, Ustebay S, Nixon J, et al. Safety Sci. 2023;166:106260.

View more articles from the same authors.

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.

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See More About The Topic

Long-Term Care

Geriatrics

Pharmacy

Ordering/Prescribing Errors

Clinical Pharmacist Involvement

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

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