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Digital AMS tools show no significant impact on antibiotic prescribing or patient outcomes

Digital AMS tools show no significant impact on antibiotic prescribing or patient outcomes
Photo by National Institute of Allergy and Infectious Diseases / Unsplash
Key Takeaway
Digital antimicrobial stewardship tools alone did not improve antibiotic prescribing or patient outcomes in this meta-analysis.

This systematic review and meta-analysis evaluated digital antimicrobial stewardship interventions across eleven randomized controlled trials. The interventions included clinical decision support systems, audit and feedback platforms, and electronic prescribing tools. The primary outcomes were the appropriateness of antibiotic prescriptions and the overall prescription rate.

The meta-analysis found no significant effect on the appropriateness of antibiotic prescribing, with a risk ratio of 0.99 (95% CI 0.93 to 1.05). Similarly, there was no reduction in the antibiotic prescription rate (RR 0.98, 95% CI 0.88 to 1.09). These results indicate a neutral effect from the digital interventions.

Secondary outcomes, including 30-day mortality, 30-day hospital readmission, and length of hospital stay, also showed no clinically meaningful changes. The certainty of evidence for all outcomes was rated as very low due to high heterogeneity and potential bias in the included trials.

Limitations included substantial variability in intervention design and study methods, as well as concerns about bias and inconsistent results across trials. The findings suggest that current digital AMS tools may not be sufficient to change prescribing behaviors or improve patient outcomes without additional strategies.

Study Details

Study typeMeta analysis
EvidenceLevel 1
PublishedJun 2026
View Original Abstract ↓
Background: Digital antimicrobial stewardship (AMS) interventions, such as clinical decision support systems, audit and feedback platforms, and electronic prescribing tools, have been increasingly adopted to improve antibiotic use. However, the effectiveness of these interventions across healthcare settings remains uncertain, and the certainty of the evidence has not been comprehensively evaluated. The objective of this study was to provide a comprehensive understanding of the role of digital interventions in optimizing antimicrobial use and improving clinical outcomes within a broad spectrum of healthcare settings. Methods: We conducted a systematic review and meta-analysis of randomized controlled trials evaluating digital AMS interventions that followed PRISMA 2020 guidelines and registered in PROSPERO CRD420251178854 and funded by the Wellcome Trust CAMO Net programme. Searches were performed across major databases. Primary outcomes included the appropriateness of antibiotic prescriptions and the antibiotic prescription rate. Secondary outcomes included 30 day mortality, 30 day hospital readmission, and length of hospital stay (LOS). Random effects models were used to pool effect sizes. Risk of bias was assessed RoB 2, and certainty of evidence was rated using GRADE. A Summary of Findings table was prepared to present effect estimates, sample sizes, and evidence certainty. Results: Eleven RCTs met the inclusion criteria, and nine were included in the quantitative synthesis. Digital AMS interventions did not show a significant effect on appropriateness of antibiotic prescribing (RR 0.99, 95%CI 0.93 to 1.05; very low certainty). There was no reduction in antibiotic prescription (RR 0.98, 95%CI 0.88 to 1.09), with substantial statistical heterogeneity and very low certainty. Across clinical outcomes, digital AMS showed no effect on 30 day mortality (RR 0.91, 95%CI 0.77 to 1.09; very low certainty) or 30 day readmission (RR 0.95, 95%CI 0.79 to 1.14; very low certainty). For LOS, results were inconsistent across studies, and the pooled effect showed no clinically meaningful change (MD 0.17 days, 95%CI 0.01 to 0.35; very low certainty). Most trials had some concerns of bias due to deviations from intended interventions. Conclusion: Meta-analyses of digital AMS RCTs showed a lack of evidence with a high level of certainty on antibiotic prescribing or clinical outcomes due to high heterogeneity in interventions and study designs, as well as RCTs' limitations (no adoption/fidelity metrics).
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