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Published on: August 30, 2018
Unraveling indications for discharge antibiotics: the Devil's in the details
Ritika Prasad1,2, Marten R Hawkins3, Radhika Arya1,2
1Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
Objective:
Discharge is a pivotal transition of care moment; however, discharge antibiotic stewardship efforts have historically been limited. Our institution has a mandatory indication field for inpatient antibiotic orders. Using the last-ordered inpatient antibiotic indication ("Last Inpatient Indication"), we assessed the utility of this field compared to the ICD-10 in inferring clinician intent for discharge antibiotics, to forgo the need for manual chart review to assess antibiotic appropriateness.
Methods:
We extracted electronic medical record data on adult inpatient encounters in 2023 with ≤2 discharge antibiotics. We reviewed a random subset of 300 encounters to determine if the ICD-10 or Last Inpatient Indication had higher agreement with clinician intent for discharge antibiotics, as determined by chart notes. To facilitate comparison, we created a dictionary classifying ICD-10 indications.
Results:
We included 3,414 encounters. The most common discharge antibiotics were amoxicillin/clavulanate (24%) and ciprofloxacin (15%). The most common ICD-10s were non-infectious (48%) and sepsis (18%). In the subset of chart-reviewed encounters, the Last Inpatient Indication agreed with the documented clinician intent for discharge antibiotic more often than the ICD-10 (84% vs 28%). Applying institutional guidelines, we were able to use the Last Inpatient Indication to assess appropriate duration and choice of discharge antibiotics for select infections.
Conclusions:
The Last Inpatient Indication outperformed ICD-10s in inferring clinician intent for discharge antibiotics and can be used to efficiently assess antibiotic appropriateness without need for manual chart review. Usefulness of ICD-10s was limited by high percentage of non-infectious and sepsis codes.
Insights
The Last Inpatient Indication accurately reflects clinician intent for discharge antibiotics, outperforming ICD-10 codes. This method efficiently assesses antibiotic appropriateness, improving antibiotic stewardship during patient transitions.
Area of Science:
- Infectious Diseases
- Health Informatics
- Clinical Pharmacy
Background:
- Discharge antibiotic stewardship is crucial but historically limited.
- Electronic health records offer potential for improved antibiotic stewardship.
- Accurate inference of clinician intent for discharge antibiotics is needed.
Purpose of the Study:
- To evaluate the utility of the Last Inpatient Indication compared to ICD-10 codes for inferring clinician intent for discharge antibiotics.
- To assess the efficiency of using the Last Inpatient Indication for antibiotic appropriateness without manual chart review.
Main Methods:
- Retrospective analysis of 3,414 adult inpatient encounters from 2023 with limited discharge antibiotics.
- Comparison of Last Inpatient Indication and ICD-10 code agreement with clinician intent in a subset of 300 encounters.
- Development of a dictionary to classify ICD-10 indications for comparison.
Main Results:
- The Last Inpatient Indication showed significantly higher agreement (84%) with clinician intent than ICD-10 codes (28%).
- Common discharge antibiotics included amoxicillin/clavulanate and ciprofloxacin.
- Non-infectious and sepsis codes were prevalent among ICD-10s, limiting their utility.
Conclusions:
- The Last Inpatient Indication is a superior method for inferring clinician intent for discharge antibiotics.
- This approach enables efficient assessment of antibiotic appropriateness, enhancing stewardship efforts.
- ICD-10 codes are less effective due to frequent non-infectious and sepsis coding.
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