Observational analysis highlights risk factors impacting patient care and safety events in health care environments, suggesting interventions may be needed.
OBJECTIVE Health care environments pose risks to both patients and care providers. This study investigates unit working conditions potentially impacting patient and provider safety concurrently to identify common risk factors for targeted interventions. METHODS Zero-inflated negative binomial models analyzed associations between select working conditions (eg, overtime, patient census) and patient/employee safety event rates. Multivariable regression models explored adjusted effects. RESULTS Patient and employee safety event rates showed little correlation, with units having higher rates in one category often showing lower rates in the other. Significant associations were found between safety events and select working conditions; however, results were inconsistent across indicators and did not apply uniformly to both safety event types. CONCLUSIONS Although patient and employee safety event rates were not correlated, evidence suggests common factors (unit group, registered nurse vacancy) jointly influence both outcomes. Further research on specific safety outcomes may reveal more causal associations.
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Ungard et al. (2025) studied this question.
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