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DADA app: automated antibiotic de-escalation. usefulness and results

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European Statement

Clinical Pharmacy Services

Author(s)

Sergio Portillo-Haro, Aída Rueda-Naharro, María Martínez-Pérez, Manuela Martínez-Camacho, David García-Marco

Why was it done?

Currently, multi-resistant microorganisms are a huge global problem of Public Health. In addition, this problem will be bigger in the next decades. The main strategy to face this threat is improve the use of antibiotics. DADA was born with this purpose. The app lets the Pharmacy Department manage a sizable number of inpatients using the time to analyse the results obtained by DADA. In other words, we have improved the efficiency in our use of time.
How was it done?
The app was developed in July 2022, and since then it has been updated multiple times to adapt it to our needs and expectations and the changes in clinical guidelines. Every Monday and Thursday, the app is started up. The results are analysed carefully by a pharmacist and afterwards the conclusions are transmitted to an Infectious Diseases Medician, who decides if modify the treatment.

What was done?

In July 2022, Pharmacy Department designed an app easy to use and comfortable in order to detect active antibiotic treatments that might be de-escalated. This app, DADA (Automated Antibiotic De-escalation) is fed with data of antibiotic treatments and microbiological cultures. DADA reads and understands every gap of information, and finally search results between the active treatments comparing it with theorical de-escalation sequencies, designed by Infectious Diseases Commission in our hospital and based in local epidemiological guidelines. In this way, DADA works with automatic decision algorithms. In addition, DADA also provides alerts of active treatments for resistant microorganisms to that antibiotic.

How was it done?

The app was developed in July 2022, and since then it has been updated multiple times to adapt it to our needs and expectations and the changes in clinical guidelines. Every Monday and Thursday, the app is started up. The results are analyzed carefully by a pharmacist and afterwards the conclusions are transmited to an Infectious Diseases Medician, who decides if modify the treatment.

What has been achieved?

Since August 2022 to March 2023, using DADA, the Pharmacy Department has made 25 proposals of antibiotic de-escalation, and 11 proposals were accepted (44.0%) by Medicians. In addition, the Department made two proposals of change for resistance to that antibiotic, both accepted by Medicians. This app has improved efficiency of time in the clinical team.

What next?

The main outcome is to improve the confidence of Medicians in this tool, in order to increase the percentage of acceptance in the proposals. Furthermore, the app can be more complete and interprets data, such as analytics parameters. In the future, other hospitals might use this tool to analyse their patients or in outpatients treatments.

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