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.

Abstract

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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