Evaluating a digital sepsis alert in a London multisite hospital network: a natural experiment using electronic health record data
Abstract Objective The study sought to determine the impact of a digital sepsis alert on patient outcomes in a UK multisite hospital network. Materials and Methods A natural experiment utilizing the phased introduction (without randomization) of a digital sepsis alert into a multisite hospital netwo...
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Veröffentlicht in: | Journal of the American Medical Informatics Association : JAMIA 2020-02, Vol.27 (2), p.274-283 |
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Sprache: | eng |
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Zusammenfassung: | Abstract
Objective
The study sought to determine the impact of a digital sepsis alert on patient outcomes in a UK multisite hospital network.
Materials and Methods
A natural experiment utilizing the phased introduction (without randomization) of a digital sepsis alert into a multisite hospital network. Sepsis alerts were either visible to clinicians (patients in the intervention group) or running silently and not visible (the control group). Inverse probability of treatment-weighted multivariable logistic regression was used to estimate the effect of the intervention on individual patient outcomes.
Outcomes
In-hospital 30-day mortality (all inpatients), prolonged hospital stay (≥7 days) and timely antibiotics (≤60 minutes of the alert) for patients who alerted in the emergency department.
Results
The introduction of the alert was associated with lower odds of death (odds ratio, 0.76; 95% confidence interval [CI], 0.70-0.84; n = 21 183), lower odds of prolonged hospital stay ≥7 days (OR, 0.93; 95% CI, 0.88-0.99; n = 9988), and in patients who required antibiotics, an increased odds of receiving timely antibiotics (OR, 1.71; 95% CI, 1.57-1.87; n = 4622).
Discussion
Current evidence that digital sepsis alerts are effective is mixed. In this large UK study, a digital sepsis alert has been shown to be associated with improved outcomes, including timely antibiotics. It is not known whether the presence of alerting is responsible for improved outcomes or whether the alert acted as a useful driver for quality improvement initiatives.
Conclusions
These findings strongly suggest that the introduction of a network-wide digital sepsis alert is associated with improvements in patient outcomes, demonstrating that digital based interventions can be successfully introduced and readily evaluated. |
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ISSN: | 1527-974X 1067-5027 1527-974X |
DOI: | 10.1093/jamia/ocz186 |